R Under development (unstable) (2026-03-20 r89667 ucrt) -- "Unsuffered Consequences" Copyright (C) 2026 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > # 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") [run_lda_gibbs] iteration 10 / 100 [run_lda_gibbs] iteration 20 / 100 [run_lda_gibbs] iteration 30 / 100 [run_lda_gibbs] iteration 40 / 100 [run_lda_gibbs] iteration 50 / 100 [run_lda_gibbs] iteration 60 / 100 [run_lda_gibbs] iteration 70 / 100 [run_lda_gibbs] iteration 80 / 100 [run_lda_gibbs] iteration 90 / 100 [run_lda_gibbs] iteration 100 / 100 num [1:5000, 1:10] 2.38e-07 2.38e-07 1.48e-03 2.38e-07 1.67e-03 ... num [1:1000, 1:10] 0.08005 0.035427 0.165291 0.000241 0.093382 ... [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 1 / 200; ELBO = -3629374.44657; dELBO = NA; label = -1967.40060; dLabel = NA [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 2 / 200; ELBO = -3624140.18565; dELBO = 1.44219e-03; label = -831.32984; dLabel = 5.77448e-01 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 3 / 200; ELBO = -3614415.79863; dELBO = 2.68323e-03; label = -450.15082; dLabel = 4.58517e-01 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 4 / 200; ELBO = -3602045.29868; dELBO = 3.42254e-03; label = -376.63025; dLabel = 1.63324e-01 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 5 / 200; ELBO = -3586507.97689; dELBO = 4.31347e-03; label = -370.44267; dLabel = 1.64288e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 6 / 200; ELBO = -3568201.90124; dELBO = 5.10415e-03; label = -385.61741; dLabel = -4.09638e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 7 / 200; ELBO = -3548791.75465; dELBO = 5.43976e-03; label = -408.90089; dLabel = -6.03797e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 8 / 200; ELBO = -3529634.99586; dELBO = 5.39811e-03; label = -434.43011; dLabel = -6.24338e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 9 / 200; ELBO = -3511839.86241; dELBO = 5.04164e-03; label = -459.32986; dLabel = -5.73159e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 10 / 200; ELBO = -3495906.05557; dELBO = 4.53717e-03; label = -482.46185; dLabel = -5.03603e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 11 / 200; ELBO = -3482253.26417; dELBO = 3.90537e-03; label = -503.61556; dLabel = -4.38453e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 12 / 200; ELBO = -3470743.86297; dELBO = 3.30516e-03; label = -522.93849; dLabel = -3.83684e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 13 / 200; ELBO = -3461113.66238; dELBO = 2.77468e-03; label = -540.59323; dLabel = -3.37606e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 14 / 200; ELBO = -3453194.06251; dELBO = 2.28817e-03; label = -556.75147; dLabel = -2.98898e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 15 / 200; ELBO = -3446536.69218; dELBO = 1.92789e-03; label = -571.51750; dLabel = -2.65218e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 16 / 200; ELBO = -3440850.89204; dELBO = 1.64971e-03; label = -585.01913; dLabel = -2.36242e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 17 / 200; ELBO = -3435999.09138; dELBO = 1.41006e-03; label = -597.35516; dLabel = -2.10865e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 18 / 200; ELBO = -3431908.11126; dELBO = 1.19062e-03; label = -608.63456; dLabel = -1.88822e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 19 / 200; ELBO = -3428405.64061; dELBO = 1.02056e-03; label = -618.95207; dLabel = -1.69519e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 20 / 200; ELBO = -3425343.18750; dELBO = 8.93259e-04; label = -628.39323; dLabel = -1.52535e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 21 / 200; ELBO = -3422679.01048; dELBO = 7.77784e-04; label = -637.06158; dLabel = -1.37945e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 22 / 200; ELBO = -3420279.38546; dELBO = 7.01096e-04; label = -645.02198; dLabel = -1.24955e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 23 / 200; ELBO = -3418135.88353; dELBO = 6.26704e-04; label = -652.32980; dLabel = -1.13296e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 24 / 200; ELBO = -3416273.86108; dELBO = 5.44748e-04; label = -659.01418; dLabel = -1.02469e-02 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 25 / 200; ELBO = -3414616.01000; dELBO = 4.85280e-04; label = -665.13605; dLabel = -9.28944e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 26 / 200; ELBO = -3413167.22787; dELBO = 4.24288e-04; label = -670.78594; dLabel = -8.49433e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 27 / 200; ELBO = -3411794.73902; dELBO = 4.02116e-04; label = -676.03046; dLabel = -7.81847e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 28 / 200; ELBO = -3410595.54552; dELBO = 3.51485e-04; label = -680.89865; dLabel = -7.20115e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 29 / 200; ELBO = -3409497.64370; dELBO = 3.21909e-04; label = -685.44568; dLabel = -6.67798e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 30 / 200; ELBO = -3408491.18186; dELBO = 2.95194e-04; label = -689.70677; dLabel = -6.21651e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 31 / 200; ELBO = -3407587.73323; dELBO = 2.65058e-04; label = -693.69898; dLabel = -5.78827e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 32 / 200; ELBO = -3406779.14565; dELBO = 2.37290e-04; label = -697.47605; dLabel = -5.44484e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 33 / 200; ELBO = -3406018.32851; dELBO = 2.23324e-04; label = -701.07548; dLabel = -5.16065e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 34 / 200; ELBO = -3405305.42316; dELBO = 2.09308e-04; label = -704.49009; dLabel = -4.87052e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 35 / 200; ELBO = -3404646.76766; dELBO = 1.93420e-04; label = -707.71997; dLabel = -4.58471e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 36 / 200; ELBO = -3404021.27954; dELBO = 1.83716e-04; label = -710.76981; dLabel = -4.30939e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 37 / 200; ELBO = -3403442.92144; dELBO = 1.69904e-04; label = -713.65043; dLabel = -4.05282e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 38 / 200; ELBO = -3402928.29662; dELBO = 1.51207e-04; label = -716.36265; dLabel = -3.80048e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 39 / 200; ELBO = -3402465.43007; dELBO = 1.36020e-04; label = -718.90335; dLabel = -3.54667e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 40 / 200; ELBO = -3402020.21880; dELBO = 1.30850e-04; label = -721.27841; dLabel = -3.30373e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 41 / 200; ELBO = -3401614.01852; dELBO = 1.19400e-04; label = -723.49258; dLabel = -3.06978e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 42 / 200; ELBO = -3401210.87745; dELBO = 1.18515e-04; label = -725.54382; dLabel = -2.83520e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 43 / 200; ELBO = -3400827.03951; dELBO = 1.12853e-04; label = -727.44105; dLabel = -2.61490e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 44 / 200; ELBO = -3400480.40603; dELBO = 1.01926e-04; label = -729.20392; dLabel = -2.42339e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 45 / 200; ELBO = -3400150.00872; dELBO = 9.71619e-05; label = -730.83669; dLabel = -2.23911e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 46 / 200; ELBO = -3399839.58532; dELBO = 9.12970e-05; label = -732.34285; dLabel = -2.06088e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 47 / 200; ELBO = -3399561.64263; dELBO = 8.17517e-05; label = -733.74513; dLabel = -1.91479e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 48 / 200; ELBO = -3399290.21515; dELBO = 7.98419e-05; label = -735.07877; dLabel = -1.81758e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 49 / 200; ELBO = -3399053.41107; dELBO = 6.96628e-05; label = -736.35686; dLabel = -1.73871e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 50 / 200; ELBO = -3398822.13749; dELBO = 6.80406e-05; label = -737.57542; dLabel = -1.65484e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 51 / 200; ELBO = -3398599.37750; dELBO = 6.55404e-05; label = -738.73721; dLabel = -1.57514e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 52 / 200; ELBO = -3398393.82444; dELBO = 6.04817e-05; label = -739.83598; dLabel = -1.48737e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 53 / 200; ELBO = -3398204.58629; dELBO = 5.56846e-05; label = -740.87862; dLabel = -1.40929e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 54 / 200; ELBO = -3398029.82324; dELBO = 5.14281e-05; label = -741.87642; dLabel = -1.34677e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 55 / 200; ELBO = -3397861.01657; dELBO = 4.96778e-05; label = -742.84053; dLabel = -1.29956e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 56 / 200; ELBO = -3397678.69020; dELBO = 5.36592e-05; label = -743.77100; dLabel = -1.25258e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 57 / 200; ELBO = -3397505.97554; dELBO = 5.08331e-05; label = -744.66320; dLabel = -1.19957e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 58 / 200; ELBO = -3397356.10985; dELBO = 4.41105e-05; label = -745.52537; dLabel = -1.15780e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 59 / 200; ELBO = -3397221.47040; dELBO = 3.96307e-05; label = -746.36019; dLabel = -1.11977e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 60 / 200; ELBO = -3397092.58364; dELBO = 3.79389e-05; label = -747.16893; dLabel = -1.08359e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 61 / 200; ELBO = -3396970.38947; dELBO = 3.59702e-05; label = -747.95330; dLabel = -1.04979e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 62 / 200; ELBO = -3396848.81212; dELBO = 3.57899e-05; label = -748.71234; dLabel = -1.01482e-03 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 63 / 200; ELBO = -3396725.88096; dELBO = 3.61898e-05; label = -749.44426; dLabel = -9.77572e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 64 / 200; ELBO = -3396602.78600; dELBO = 3.62393e-05; label = -750.13820; dLabel = -9.25929e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 65 / 200; ELBO = -3396476.56636; dELBO = 3.71606e-05; label = -750.79630; dLabel = -8.77314e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 66 / 200; ELBO = -3396352.33839; dELBO = 3.65755e-05; label = -751.42498; dLabel = -8.37344e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 67 / 200; ELBO = -3396233.35014; dELBO = 3.50341e-05; label = -752.03436; dLabel = -8.10963e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 68 / 200; ELBO = -3396117.44224; dELBO = 3.41284e-05; label = -752.63355; dLabel = -7.96768e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 69 / 200; ELBO = -3396010.00266; dELBO = 3.16360e-05; label = -753.21313; dLabel = -7.70063e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 70 / 200; ELBO = -3395915.51827; dELBO = 2.78222e-05; label = -753.77219; dLabel = -7.42239e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 71 / 200; ELBO = -3395825.09698; dELBO = 2.66265e-05; label = -754.30601; dLabel = -7.08195e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 72 / 200; ELBO = -3395727.90923; dELBO = 2.86198e-05; label = -754.80034; dLabel = -6.55339e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 73 / 200; ELBO = -3395637.25363; dELBO = 2.66970e-05; label = -755.25418; dLabel = -6.01274e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 74 / 200; ELBO = -3395557.60025; dELBO = 2.34576e-05; label = -755.66767; dLabel = -5.47487e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 75 / 200; ELBO = -3395474.31948; dELBO = 2.45264e-05; label = -756.04412; dLabel = -4.98170e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 76 / 200; ELBO = -3395398.33559; dELBO = 2.23780e-05; label = -756.38566; dLabel = -4.51738e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 77 / 200; ELBO = -3395327.68678; dELBO = 2.08072e-05; label = -756.69305; dLabel = -4.06393e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 78 / 200; ELBO = -3395255.95085; dELBO = 2.11278e-05; label = -756.97269; dLabel = -3.69555e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 79 / 200; ELBO = -3395188.85468; dELBO = 1.97617e-05; label = -757.23325; dLabel = -3.44215e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 80 / 200; ELBO = -3395130.13522; dELBO = 1.72949e-05; label = -757.47481; dLabel = -3.19003e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 81 / 200; ELBO = -3395077.37929; dELBO = 1.55387e-05; label = -757.70685; dLabel = -3.06343e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 82 / 200; ELBO = -3395016.02313; dELBO = 1.80721e-05; label = -757.93580; dLabel = -3.02153e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 83 / 200; ELBO = -3394952.89409; dELBO = 1.85946e-05; label = -758.16088; dLabel = -2.96965e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 84 / 200; ELBO = -3394901.69602; dELBO = 1.50806e-05; label = -758.38339; dLabel = -2.93487e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 85 / 200; ELBO = -3394857.31508; dELBO = 1.30728e-05; label = -758.60528; dLabel = -2.92591e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 86 / 200; ELBO = -3394805.53856; dELBO = 1.52515e-05; label = -758.82442; dLabel = -2.88870e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 87 / 200; ELBO = -3394756.05461; dELBO = 1.45764e-05; label = -759.03717; dLabel = -2.80364e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 88 / 200; ELBO = -3394712.62933; dELBO = 1.27919e-05; label = -759.24869; dLabel = -2.78663e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 89 / 200; ELBO = -3394668.55467; dELBO = 1.29833e-05; label = -759.45515; dLabel = -2.71935e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 90 / 200; ELBO = -3394623.44751; dELBO = 1.32876e-05; label = -759.65053; dLabel = -2.57261e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 91 / 200; ELBO = -3394582.40848; dELBO = 1.20894e-05; label = -759.83815; dLabel = -2.46977e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 92 / 200; ELBO = -3394546.60593; dELBO = 1.05470e-05; label = -760.02054; dLabel = -2.40042e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 93 / 200; ELBO = -3394509.32889; dELBO = 1.09814e-05; label = -760.19803; dLabel = -2.33539e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 94 / 200; ELBO = -3394472.08732; dELBO = 1.09711e-05; label = -760.37030; dLabel = -2.26602e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 95 / 200; ELBO = -3394442.84889; dELBO = 8.61354e-06; label = -760.53685; dLabel = -2.19049e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 96 / 200; ELBO = -3394410.42871; dELBO = 9.55096e-06; label = -760.70063; dLabel = -2.15348e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 97 / 200; ELBO = -3394380.10926; dELBO = 8.93217e-06; label = -760.86234; dLabel = -2.12575e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 98 / 200; ELBO = -3394353.47707; dELBO = 7.84596e-06; label = -761.02432; dLabel = -2.12891e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 99 / 200; ELBO = -3394325.02048; dELBO = 8.38351e-06; label = -761.18824; dLabel = -2.15393e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 100 / 200; ELBO = -3394303.58298; dELBO = 6.31569e-06; label = -761.35357; dLabel = -2.17196e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 101 / 200; ELBO = -3394273.17608; dELBO = 8.95821e-06; label = -761.51473; dLabel = -2.11682e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 102 / 200; ELBO = -3394243.72543; dELBO = 8.67657e-06; label = -761.65935; dLabel = -1.89903e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 103 / 200; ELBO = -3394227.21510; dELBO = 4.86422e-06; label = -761.79015; dLabel = -1.71735e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 104 / 200; ELBO = -3394208.49886; dELBO = 5.51414e-06; label = -761.91458; dLabel = -1.63344e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 105 / 200; ELBO = -3394176.82521; dELBO = 9.33167e-06; label = -762.03262; dLabel = -1.54915e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 106 / 200; ELBO = -3394147.74171; dELBO = 8.56865e-06; label = -762.14328; dLabel = -1.45221e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 107 / 200; ELBO = -3394123.82497; dELBO = 7.04646e-06; label = -762.24599; dLabel = -1.34767e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 108 / 200; ELBO = -3394099.41038; dELBO = 7.19319e-06; label = -762.34662; dLabel = -1.32023e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 109 / 200; ELBO = -3394069.06254; dELBO = 8.94135e-06; label = -762.44911; dLabel = -1.34428e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 110 / 200; ELBO = -3394039.32350; dELBO = 8.76206e-06; label = -762.54995; dLabel = -1.32267e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 111 / 200; ELBO = -3394009.18886; dELBO = 8.87869e-06; label = -762.65184; dLabel = -1.33619e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 112 / 200; ELBO = -3393983.12875; dELBO = 7.67827e-06; label = -762.75322; dLabel = -1.32926e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 113 / 200; ELBO = -3393950.11256; dELBO = 9.72786e-06; label = -762.85268; dLabel = -1.30397e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 114 / 200; ELBO = -3393917.64162; dELBO = 9.56730e-06; label = -762.95505; dLabel = -1.34195e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 115 / 200; ELBO = -3393893.67031; dELBO = 7.06302e-06; label = -763.06050; dLabel = -1.38214e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 116 / 200; ELBO = -3393875.40045; dELBO = 5.38316e-06; label = -763.16766; dLabel = -1.40431e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 117 / 200; ELBO = -3393859.82974; dELBO = 4.58788e-06; label = -763.27862; dLabel = -1.45398e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 118 / 200; ELBO = -3393842.66848; dELBO = 5.05656e-06; label = -763.39368; dLabel = -1.50739e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 119 / 200; ELBO = -3393819.78907; dELBO = 6.74145e-06; label = -763.51566; dLabel = -1.59791e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 120 / 200; ELBO = -3393798.05135; dELBO = 6.40509e-06; label = -763.64164; dLabel = -1.65004e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 121 / 200; ELBO = -3393772.05767; dELBO = 7.65917e-06; label = -763.76417; dLabel = -1.60446e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 122 / 200; ELBO = -3393743.42085; dELBO = 8.43805e-06; label = -763.88029; dLabel = -1.52041e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 123 / 200; ELBO = -3393718.39453; dELBO = 7.37425e-06; label = -763.98893; dLabel = -1.42218e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 124 / 200; ELBO = -3393687.34874; dELBO = 9.14802e-06; label = -764.08913; dLabel = -1.31160e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 125 / 200; ELBO = -3393666.00251; dELBO = 6.28998e-06; label = -764.17664; dLabel = -1.14528e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 126 / 200; ELBO = -3393642.29401; dELBO = 6.98610e-06; label = -764.25209; dLabel = -9.87302e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 127 / 200; ELBO = -3393622.40005; dELBO = 5.86213e-06; label = -764.32082; dLabel = -8.99335e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 128 / 200; ELBO = -3393604.76295; dELBO = 5.19713e-06; label = -764.38749; dLabel = -8.72190e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 129 / 200; ELBO = -3393590.62579; dELBO = 4.16582e-06; label = -764.45276; dLabel = -8.53931e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 130 / 200; ELBO = -3393570.64350; dELBO = 5.88824e-06; label = -764.51911; dLabel = -8.67941e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 131 / 200; ELBO = -3393551.66896; dELBO = 5.59132e-06; label = -764.58901; dLabel = -9.14251e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 132 / 200; ELBO = -3393535.51765; dELBO = 4.75941e-06; label = -764.66128; dLabel = -9.45231e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 133 / 200; ELBO = -3393524.42260; dELBO = 3.26947e-06; label = -764.73845; dLabel = -1.00922e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 134 / 200; ELBO = -3393507.51899; dELBO = 4.98114e-06; label = -764.82141; dLabel = -1.08486e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 135 / 200; ELBO = -3393487.91288; dELBO = 5.77754e-06; label = -764.90779; dLabel = -1.12944e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 136 / 200; ELBO = -3393477.86187; dELBO = 2.96185e-06; label = -764.99129; dLabel = -1.09161e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 137 / 200; ELBO = -3393462.91172; dELBO = 4.40555e-06; label = -765.06998; dLabel = -1.02857e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 138 / 200; ELBO = -3393448.84369; dELBO = 4.14563e-06; label = -765.14451; dLabel = -9.74154e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 139 / 200; ELBO = -3393433.25822; dELBO = 4.59281e-06; label = -765.21705; dLabel = -9.48122e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 140 / 200; ELBO = -3393420.87911; dELBO = 3.64796e-06; label = -765.28921; dLabel = -9.43001e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 141 / 200; ELBO = -3393408.66376; dELBO = 3.59972e-06; label = -765.36266; dLabel = -9.59707e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 142 / 200; ELBO = -3393399.89959; dELBO = 2.58270e-06; label = -765.43837; dLabel = -9.89301e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 143 / 200; ELBO = -3393387.31071; dELBO = 3.70981e-06; label = -765.51543; dLabel = -1.00676e-04 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 144 / 200; ELBO = -3393369.93995; dELBO = 5.11900e-06; label = -765.59189; dLabel = -9.98698e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 145 / 200; ELBO = -3393361.18713; dELBO = 2.57939e-06; label = -765.66644; dLabel = -9.73791e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 146 / 200; ELBO = -3393350.17279; dELBO = 3.24585e-06; label = -765.73733; dLabel = -9.25915e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 147 / 200; ELBO = -3393336.42557; dELBO = 4.05122e-06; label = -765.80482; dLabel = -8.81381e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 148 / 200; ELBO = -3393320.28391; dELBO = 4.75687e-06; label = -765.87230; dLabel = -8.81060e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 149 / 200; ELBO = -3393309.01868; dELBO = 3.31983e-06; label = -765.93915; dLabel = -8.72858e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 150 / 200; ELBO = -3393299.78885; dELBO = 2.72001e-06; label = -766.00488; dLabel = -8.58227e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 151 / 200; ELBO = -3393286.92059; dELBO = 3.79225e-06; label = -766.06810; dLabel = -8.25290e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 152 / 200; ELBO = -3393274.74589; dELBO = 3.58788e-06; label = -766.12686; dLabel = -7.67111e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 153 / 200; ELBO = -3393265.00850; dELBO = 2.86961e-06; label = -766.18278; dLabel = -7.29909e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 154 / 200; ELBO = -3393257.56549; dELBO = 2.19347e-06; label = -766.23745; dLabel = -7.13486e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 155 / 200; ELBO = -3393248.82741; dELBO = 2.57513e-06; label = -766.28879; dLabel = -6.70045e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 156 / 200; ELBO = -3393236.05363; dELBO = 3.76447e-06; label = -766.33137; dLabel = -5.55612e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 157 / 200; ELBO = -3393225.58584; dELBO = 3.08490e-06; label = -766.36654; dLabel = -4.59026e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 158 / 200; ELBO = -3393216.98013; dELBO = 2.53614e-06; label = -766.39810; dLabel = -4.11695e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 159 / 200; ELBO = -3393213.66308; dELBO = 9.77554e-07; label = -766.42755; dLabel = -3.84387e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 160 / 200; ELBO = -3393209.14294; dELBO = 1.33211e-06; label = -766.45372; dLabel = -3.41414e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 161 / 200; ELBO = -3393202.04599; dELBO = 2.09151e-06; label = -766.47658; dLabel = -2.98253e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 162 / 200; ELBO = -3393193.16293; dELBO = 2.61790e-06; label = -766.49690; dLabel = -2.65090e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 163 / 200; ELBO = -3393189.84334; dELBO = 9.78309e-07; label = -766.51625; dLabel = -2.52473e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 164 / 200; ELBO = -3393181.97427; dELBO = 2.31908e-06; label = -766.53672; dLabel = -2.67059e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 165 / 200; ELBO = -3393171.15126; dELBO = 3.18963e-06; label = -766.55965; dLabel = -2.99044e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 166 / 200; ELBO = -3393164.60485; dELBO = 1.92929e-06; label = -766.58373; dLabel = -3.14254e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 167 / 200; ELBO = -3393159.77972; dELBO = 1.42201e-06; label = -766.60812; dLabel = -3.18078e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 168 / 200; ELBO = -3393154.80645; dELBO = 1.46568e-06; label = -766.63276; dLabel = -3.21428e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 169 / 200; ELBO = -3393147.14784; dELBO = 2.25708e-06; label = -766.65801; dLabel = -3.29413e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 170 / 200; ELBO = -3393141.09877; dELBO = 1.78273e-06; label = -766.68389; dLabel = -3.37581e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 171 / 200; ELBO = -3393127.38510; dELBO = 4.04159e-06; label = -766.70956; dLabel = -3.34734e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 172 / 200; ELBO = -3393110.44511; dELBO = 4.99244e-06; label = -766.73533; dLabel = -3.36140e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 173 / 200; ELBO = -3393100.92717; dELBO = 2.80508e-06; label = -766.76153; dLabel = -3.41731e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 174 / 200; ELBO = -3393088.83841; dELBO = 3.56275e-06; label = -766.78738; dLabel = -3.37152e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 175 / 200; ELBO = -3393085.42257; dELBO = 1.00671e-06; label = -766.81072; dLabel = -3.04301e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 176 / 200; ELBO = -3393082.96236; dELBO = 7.25067e-07; label = -766.83034; dLabel = -2.55895e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 177 / 200; ELBO = -3393081.53732; dELBO = 4.19982e-07; label = -766.84769; dLabel = -2.26245e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 178 / 200; ELBO = -3393078.61731; dELBO = 8.60577e-07; label = -766.86438; dLabel = -2.17740e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 179 / 200; ELBO = -3393077.03375; dELBO = 4.66706e-07; label = -766.88155; dLabel = -2.23828e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 180 / 200; ELBO = -3393075.47602; dELBO = 4.59088e-07; label = -766.89941; dLabel = -2.32944e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 181 / 200; ELBO = -3393072.75893; dELBO = 8.00777e-07; label = -766.91830; dLabel = -2.46223e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 182 / 200; ELBO = -3393066.43379; dELBO = 1.86413e-06; label = -766.93888; dLabel = -2.68452e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 183 / 200; ELBO = -3393058.50424; dELBO = 2.33699e-06; label = -766.96187; dLabel = -2.99755e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 184 / 200; ELBO = -3393049.22998; dELBO = 2.73330e-06; label = -766.98612; dLabel = -3.16109e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 185 / 200; ELBO = -3393043.04008; dELBO = 1.82429e-06; label = -767.00836; dLabel = -2.89993e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 186 / 200; ELBO = -3393041.77937; dELBO = 3.71558e-07; label = -767.02912; dLabel = -2.70665e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 187 / 200; ELBO = -3393039.76893; dELBO = 5.92518e-07; label = -767.04926; dLabel = -2.62559e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 188 / 200; ELBO = -3393035.47493; dELBO = 1.26553e-06; label = -767.06900; dLabel = -2.57390e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 189 / 200; ELBO = -3393025.53414; dELBO = 2.92976e-06; label = -767.08838; dLabel = -2.52668e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 190 / 200; ELBO = -3393019.68562; dELBO = 1.72369e-06; label = -767.10817; dLabel = -2.57927e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 191 / 200; ELBO = -3393010.04843; dELBO = 2.84030e-06; label = -767.12878; dLabel = -2.68655e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 192 / 200; ELBO = -3393003.38174; dELBO = 1.96483e-06; label = -767.15145; dLabel = -2.95516e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 193 / 200; ELBO = -3392996.69890; dELBO = 1.96959e-06; label = -767.17442; dLabel = -2.99433e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 194 / 200; ELBO = -3392991.85426; dELBO = 1.42784e-06; label = -767.19579; dLabel = -2.78547e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 195 / 200; ELBO = -3392989.86862; dELBO = 5.85219e-07; label = -767.21707; dLabel = -2.77347e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 196 / 200; ELBO = -3392988.90425; dELBO = 2.84223e-07; label = -767.23932; dLabel = -2.90105e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 197 / 200; ELBO = -3392987.61618; dELBO = 3.79628e-07; label = -767.26296; dLabel = -3.08119e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 198 / 200; ELBO = -3392985.88091; dELBO = 5.11429e-07; label = -767.28832; dLabel = -3.30531e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 199 / 200; ELBO = -3392982.55811; dELBO = 9.79313e-07; label = -767.31545; dLabel = -3.53503e-05 [E-step] 10 / 1000 (1.0%) [E-step] 20 / 1000 (2.0%) [E-step] 30 / 1000 (3.0%) [E-step] 40 / 1000 (4.0%) [E-step] 50 / 1000 (5.0%) [E-step] 60 / 1000 (6.0%) [E-step] 70 / 1000 (7.0%) [E-step] 80 / 1000 (8.0%) [E-step] 90 / 1000 (9.0%) [E-step] 100 / 1000 (10.0%) [E-step] 110 / 1000 (11.0%) [E-step] 120 / 1000 (12.0%) [E-step] 130 / 1000 (13.0%) [E-step] 140 / 1000 (14.0%) [E-step] 150 / 1000 (15.0%) [E-step] 160 / 1000 (16.0%) [E-step] 170 / 1000 (17.0%) [E-step] 180 / 1000 (18.0%) [E-step] 190 / 1000 (19.0%) [E-step] 200 / 1000 (20.0%) [E-step] 210 / 1000 (21.0%) [E-step] 220 / 1000 (22.0%) [E-step] 230 / 1000 (23.0%) [E-step] 240 / 1000 (24.0%) [E-step] 250 / 1000 (25.0%) [E-step] 260 / 1000 (26.0%) [E-step] 270 / 1000 (27.0%) [E-step] 280 / 1000 (28.0%) [E-step] 290 / 1000 (29.0%) [E-step] 300 / 1000 (30.0%) [E-step] 310 / 1000 (31.0%) [E-step] 320 / 1000 (32.0%) [E-step] 330 / 1000 (33.0%) [E-step] 340 / 1000 (34.0%) [E-step] 350 / 1000 (35.0%) [E-step] 360 / 1000 (36.0%) [E-step] 370 / 1000 (37.0%) [E-step] 380 / 1000 (38.0%) [E-step] 390 / 1000 (39.0%) [E-step] 400 / 1000 (40.0%) [E-step] 410 / 1000 (41.0%) [E-step] 420 / 1000 (42.0%) [E-step] 430 / 1000 (43.0%) [E-step] 440 / 1000 (44.0%) [E-step] 450 / 1000 (45.0%) [E-step] 460 / 1000 (46.0%) [E-step] 470 / 1000 (47.0%) [E-step] 480 / 1000 (48.0%) [E-step] 490 / 1000 (49.0%) [E-step] 500 / 1000 (50.0%) [E-step] 510 / 1000 (51.0%) [E-step] 520 / 1000 (52.0%) [E-step] 530 / 1000 (53.0%) [E-step] 540 / 1000 (54.0%) [E-step] 550 / 1000 (55.0%) [E-step] 560 / 1000 (56.0%) [E-step] 570 / 1000 (57.0%) [E-step] 580 / 1000 (58.0%) [E-step] 590 / 1000 (59.0%) [E-step] 600 / 1000 (60.0%) [E-step] 610 / 1000 (61.0%) [E-step] 620 / 1000 (62.0%) [E-step] 630 / 1000 (63.0%) [E-step] 640 / 1000 (64.0%) [E-step] 650 / 1000 (65.0%) [E-step] 660 / 1000 (66.0%) [E-step] 670 / 1000 (67.0%) [E-step] 680 / 1000 (68.0%) [E-step] 690 / 1000 (69.0%) [E-step] 700 / 1000 (70.0%) [E-step] 710 / 1000 (71.0%) [E-step] 720 / 1000 (72.0%) [E-step] 730 / 1000 (73.0%) [E-step] 740 / 1000 (74.0%) [E-step] 750 / 1000 (75.0%) [E-step] 760 / 1000 (76.0%) [E-step] 770 / 1000 (77.0%) [E-step] 780 / 1000 (78.0%) [E-step] 790 / 1000 (79.0%) [E-step] 800 / 1000 (80.0%) [E-step] 810 / 1000 (81.0%) [E-step] 820 / 1000 (82.0%) [E-step] 830 / 1000 (83.0%) [E-step] 840 / 1000 (84.0%) [E-step] 850 / 1000 (85.0%) [E-step] 860 / 1000 (86.0%) [E-step] 870 / 1000 (87.0%) [E-step] 880 / 1000 (88.0%) [E-step] 890 / 1000 (89.0%) [E-step] 900 / 1000 (90.0%) [E-step] 910 / 1000 (91.0%) [E-step] 920 / 1000 (92.0%) [E-step] 930 / 1000 (93.0%) [E-step] 940 / 1000 (94.0%) [E-step] 950 / 1000 (95.0%) [E-step] 960 / 1000 (96.0%) [E-step] 970 / 1000 (97.0%) [E-step] 980 / 1000 (98.0%) [E-step] 990 / 1000 (99.0%) [E-step] 1000 / 1000 (100.0%) [run_stm_vi] iter = 200 / 200; ELBO = -3392980.96831; dELBO = 4.68554e-07; label = -767.34441; dLabel = -3.77398e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 1 / 200; ELBO = -3631891.54651; dELBO = NA; label = -4276.69894; dLabel = NA [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 2 / 200; ELBO = -3625296.19283; dELBO = 1.81596e-03; label = -4274.98383; dLabel = 4.01036e-04 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 3 / 200; ELBO = -3616799.10334; dELBO = 2.34383e-03; label = -4272.39172; dLabel = 6.06344e-04 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 4 / 200; ELBO = -3606347.48489; dELBO = 2.88974e-03; label = -4269.02235; dLabel = 7.88637e-04 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 5 / 200; ELBO = -3592219.75929; dELBO = 3.91746e-03; label = -4265.23791; dLabel = 8.86490e-04 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 6 / 200; ELBO = -3574961.47409; dELBO = 4.80435e-03; label = -4261.59778; dLabel = 8.53440e-04 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 7 / 200; ELBO = -3555831.13983; dELBO = 5.35120e-03; label = -4258.59950; dLabel = 7.03559e-04 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 8 / 200; ELBO = -3536460.93018; dELBO = 5.44745e-03; label = -4256.45684; dLabel = 5.03137e-04 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 9 / 200; ELBO = -3518024.83871; dELBO = 5.21315e-03; label = -4255.12721; dLabel = 3.12379e-04 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 10 / 200; ELBO = -3501514.07900; dELBO = 4.69319e-03; label = -4254.42803; dLabel = 1.64316e-04 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 11 / 200; ELBO = -3487138.09988; dELBO = 4.10565e-03; label = -4254.13645; dLabel = 6.85337e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 12 / 200; ELBO = -3474756.31588; dELBO = 3.55070e-03; label = -4254.07621; dLabel = 1.41624e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 13 / 200; ELBO = -3464336.95631; dELBO = 2.99859e-03; label = -4254.13419; dLabel = -1.36294e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 14 / 200; ELBO = -3455767.19842; dELBO = 2.47371e-03; label = -4254.23591; dLabel = -2.39118e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 15 / 200; ELBO = -3448574.88198; dELBO = 2.08125e-03; label = -4254.34248; dLabel = -2.50504e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 16 / 200; ELBO = -3442513.73867; dELBO = 1.75758e-03; label = -4254.44358; dLabel = -2.37647e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 17 / 200; ELBO = -3437290.91035; dELBO = 1.51716e-03; label = -4254.53454; dLabel = -2.13787e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 18 / 200; ELBO = -3432889.42269; dELBO = 1.28051e-03; label = -4254.61310; dLabel = -1.84665e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 19 / 200; ELBO = -3429114.24930; dELBO = 1.09971e-03; label = -4254.68356; dLabel = -1.65597e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 20 / 200; ELBO = -3425812.73817; dELBO = 9.62788e-04; label = -4254.75028; dLabel = -1.56821e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 21 / 200; ELBO = -3422995.85379; dELBO = 8.22253e-04; label = -4254.81210; dLabel = -1.45300e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 22 / 200; ELBO = -3420553.67218; dELBO = 7.13463e-04; label = -4254.87450; dLabel = -1.46646e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 23 / 200; ELBO = -3418374.93175; dELBO = 6.36955e-04; label = -4254.94293; dLabel = -1.60833e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 24 / 200; ELBO = -3416406.87824; dELBO = 5.75728e-04; label = -4255.02177; dLabel = -1.85278e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 25 / 200; ELBO = -3414687.99341; dELBO = 5.03126e-04; label = -4255.10933; dLabel = -2.05802e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 26 / 200; ELBO = -3413174.72198; dELBO = 4.43165e-04; label = -4255.20266; dLabel = -2.19328e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 27 / 200; ELBO = -3411752.34698; dELBO = 4.16731e-04; label = -4255.30442; dLabel = -2.39135e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 28 / 200; ELBO = -3410461.00832; dELBO = 3.78497e-04; label = -4255.41503; dLabel = -2.59948e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 29 / 200; ELBO = -3409298.13469; dELBO = 3.40973e-04; label = -4255.53865; dLabel = -2.90497e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 30 / 200; ELBO = -3408281.19656; dELBO = 2.98284e-04; label = -4255.67771; dLabel = -3.26767e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 31 / 200; ELBO = -3407350.45310; dELBO = 2.73083e-04; label = -4255.83197; dLabel = -3.62486e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 32 / 200; ELBO = -3406494.02982; dELBO = 2.51346e-04; label = -4255.99828; dLabel = -3.90788e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 33 / 200; ELBO = -3405714.95173; dELBO = 2.28704e-04; label = -4256.17507; dLabel = -4.15391e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 34 / 200; ELBO = -3404985.30639; dELBO = 2.14241e-04; label = -4256.35967; dLabel = -4.33723e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 35 / 200; ELBO = -3404275.75789; dELBO = 2.08385e-04; label = -4256.54779; dLabel = -4.41960e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 36 / 200; ELBO = -3403611.90690; dELBO = 1.95005e-04; label = -4256.73362; dLabel = -4.36582e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 37 / 200; ELBO = -3403026.74202; dELBO = 1.71925e-04; label = -4256.91495; dLabel = -4.25972e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 38 / 200; ELBO = -3402485.78635; dELBO = 1.58963e-04; label = -4257.09088; dLabel = -4.13297e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 39 / 200; ELBO = -3401953.81046; dELBO = 1.56349e-04; label = -4257.26012; dLabel = -3.97532e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 40 / 200; ELBO = -3401465.97597; dELBO = 1.43398e-04; label = -4257.42488; dLabel = -3.87028e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 41 / 200; ELBO = -3401021.36381; dELBO = 1.30712e-04; label = -4257.58833; dLabel = -3.83903e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 42 / 200; ELBO = -3400609.10723; dELBO = 1.21216e-04; label = -4257.74900; dLabel = -3.77379e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 43 / 200; ELBO = -3400218.30486; dELBO = 1.14921e-04; label = -4257.90335; dLabel = -3.62525e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 44 / 200; ELBO = -3399856.06005; dELBO = 1.06536e-04; label = -4258.05003; dLabel = -3.44474e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 45 / 200; ELBO = -3399527.68249; dELBO = 9.65857e-05; label = -4258.18994; dLabel = -3.28576e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 46 / 200; ELBO = -3399208.77343; dELBO = 9.38098e-05; label = -4258.32638; dLabel = -3.20417e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 47 / 200; ELBO = -3398897.38353; dELBO = 9.16066e-05; label = -4258.45826; dLabel = -3.09703e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 48 / 200; ELBO = -3398606.67875; dELBO = 8.55291e-05; label = -4258.58467; dLabel = -2.96856e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 49 / 200; ELBO = -3398360.53332; dELBO = 7.24254e-05; label = -4258.70507; dLabel = -2.82725e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 50 / 200; ELBO = -3398125.88955; dELBO = 6.90462e-05; label = -4258.82079; dLabel = -2.71716e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 51 / 200; ELBO = -3397872.92409; dELBO = 7.44426e-05; label = -4258.93115; dLabel = -2.59143e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 52 / 200; ELBO = -3397618.98543; dELBO = 7.47346e-05; label = -4259.03402; dLabel = -2.41538e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 53 / 200; ELBO = -3397379.04933; dELBO = 7.06189e-05; label = -4259.12983; dLabel = -2.24958e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 54 / 200; ELBO = -3397153.65490; dELBO = 6.63436e-05; label = -4259.22006; dLabel = -2.11833e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 55 / 200; ELBO = -3396946.11393; dELBO = 6.10926e-05; label = -4259.30495; dLabel = -1.99313e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 56 / 200; ELBO = -3396767.55565; dELBO = 5.25644e-05; label = -4259.38473; dLabel = -1.87320e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 57 / 200; ELBO = -3396615.81940; dELBO = 4.46708e-05; label = -4259.45879; dLabel = -1.73858e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 58 / 200; ELBO = -3396478.63516; dELBO = 4.03885e-05; label = -4259.52745; dLabel = -1.61195e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 59 / 200; ELBO = -3396347.78773; dELBO = 3.85244e-05; label = -4259.59164; dLabel = -1.50711e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 60 / 200; ELBO = -3396206.74240; dELBO = 4.15285e-05; label = -4259.65270; dLabel = -1.43334e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 61 / 200; ELBO = -3396077.83585; dELBO = 3.79560e-05; label = -4259.71000; dLabel = -1.34522e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 62 / 200; ELBO = -3395952.78191; dELBO = 3.68231e-05; label = -4259.76266; dLabel = -1.23633e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 63 / 200; ELBO = -3395830.05135; dELBO = 3.61402e-05; label = -4259.81151; dLabel = -1.14660e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 64 / 200; ELBO = -3395717.82616; dELBO = 3.30479e-05; label = -4259.85701; dLabel = -1.06813e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 65 / 200; ELBO = -3395613.17946; dELBO = 3.08173e-05; label = -4259.90097; dLabel = -1.03203e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 66 / 200; ELBO = -3395512.94460; dELBO = 2.95189e-05; label = -4259.94377; dLabel = -1.00469e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 67 / 200; ELBO = -3395413.42360; dELBO = 2.93096e-05; label = -4259.98529; dLabel = -9.74804e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 68 / 200; ELBO = -3395321.69652; dELBO = 2.70150e-05; label = -4260.02690; dLabel = -9.76763e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 69 / 200; ELBO = -3395221.75326; dELBO = 2.94356e-05; label = -4260.06951; dLabel = -1.00009e-05 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 70 / 200; ELBO = -3395121.23358; dELBO = 2.96062e-05; label = -4260.11204; dLabel = -9.98416e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 71 / 200; ELBO = -3395009.46719; dELBO = 3.29197e-05; label = -4260.15260; dLabel = -9.52176e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 72 / 200; ELBO = -3394907.99417; dELBO = 2.98889e-05; label = -4260.19151; dLabel = -9.13340e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 73 / 200; ELBO = -3394821.47114; dELBO = 2.54861e-05; label = -4260.22887; dLabel = -8.76791e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 74 / 200; ELBO = -3394740.03153; dELBO = 2.39894e-05; label = -4260.26453; dLabel = -8.37003e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 75 / 200; ELBO = -3394666.66119; dELBO = 2.16129e-05; label = -4260.29907; dLabel = -8.10901e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 76 / 200; ELBO = -3394601.93766; dELBO = 1.90662e-05; label = -4260.33340; dLabel = -8.05862e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 77 / 200; ELBO = -3394530.72191; dELBO = 2.09791e-05; label = -4260.36653; dLabel = -7.77563e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 78 / 200; ELBO = -3394455.80337; dELBO = 2.20704e-05; label = -4260.39766; dLabel = -7.30727e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 79 / 200; ELBO = -3394379.34848; dELBO = 2.25235e-05; label = -4260.42685; dLabel = -6.85012e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 80 / 200; ELBO = -3394302.85188; dELBO = 2.25363e-05; label = -4260.45429; dLabel = -6.44103e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 81 / 200; ELBO = -3394230.22781; dELBO = 2.13959e-05; label = -4260.48039; dLabel = -6.12747e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 82 / 200; ELBO = -3394148.64702; dELBO = 2.40351e-05; label = -4260.50494; dLabel = -5.76078e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 83 / 200; ELBO = -3394085.63334; dELBO = 1.85654e-05; label = -4260.52799; dLabel = -5.41090e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 84 / 200; ELBO = -3394023.05130; dELBO = 1.84386e-05; label = -4260.54975; dLabel = -5.10657e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 85 / 200; ELBO = -3393960.27023; dELBO = 1.84975e-05; label = -4260.57088; dLabel = -4.95938e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 86 / 200; ELBO = -3393902.60279; dELBO = 1.69912e-05; label = -4260.59206; dLabel = -4.97113e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 87 / 200; ELBO = -3393845.95632; dELBO = 1.66907e-05; label = -4260.61332; dLabel = -4.99010e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 88 / 200; ELBO = -3393783.54464; dELBO = 1.83897e-05; label = -4260.63476; dLabel = -5.03157e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 89 / 200; ELBO = -3393731.72201; dELBO = 1.52699e-05; label = -4260.65554; dLabel = -4.87895e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 90 / 200; ELBO = -3393682.42089; dELBO = 1.45271e-05; label = -4260.67535; dLabel = -4.64771e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 91 / 200; ELBO = -3393641.78022; dELBO = 1.19754e-05; label = -4260.69458; dLabel = -4.51413e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 92 / 200; ELBO = -3393609.85735; dELBO = 9.40667e-06; label = -4260.71350; dLabel = -4.44200e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 93 / 200; ELBO = -3393571.69899; dELBO = 1.12442e-05; label = -4260.73177; dLabel = -4.28794e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 94 / 200; ELBO = -3393527.49669; dELBO = 1.30253e-05; label = -4260.74864; dLabel = -3.95875e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 95 / 200; ELBO = -3393478.13845; dELBO = 1.45448e-05; label = -4260.76414; dLabel = -3.63848e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 96 / 200; ELBO = -3393429.22439; dELBO = 1.44141e-05; label = -4260.77838; dLabel = -3.34078e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 97 / 200; ELBO = -3393386.73149; dELBO = 1.25221e-05; label = -4260.79165; dLabel = -3.11416e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 98 / 200; ELBO = -3393351.98329; dELBO = 1.02400e-05; label = -4260.80471; dLabel = -3.06505e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 99 / 200; ELBO = -3393315.35380; dELBO = 1.07945e-05; label = -4260.81759; dLabel = -3.02272e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 100 / 200; ELBO = -3393278.87031; dELBO = 1.07516e-05; label = -4260.83039; dLabel = -3.00538e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 101 / 200; ELBO = -3393244.99283; dELBO = 9.98370e-06; label = -4260.84301; dLabel = -2.96109e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 102 / 200; ELBO = -3393218.51576; dELBO = 7.80288e-06; label = -4260.85508; dLabel = -2.83344e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 103 / 200; ELBO = -3393194.76090; dELBO = 7.00069e-06; label = -4260.86672; dLabel = -2.73142e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 104 / 200; ELBO = -3393176.77532; dELBO = 5.30048e-06; label = -4260.87842; dLabel = -2.74719e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 105 / 200; ELBO = -3393158.96274; dELBO = 5.24953e-06; label = -4260.89093; dLabel = -2.93415e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 106 / 200; ELBO = -3393134.79833; dELBO = 7.12151e-06; label = -4260.90393; dLabel = -3.05248e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 107 / 200; ELBO = -3393105.94451; dELBO = 8.50359e-06; label = -4260.91697; dLabel = -3.05961e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 108 / 200; ELBO = -3393074.80230; dELBO = 9.17808e-06; label = -4260.92956; dLabel = -2.95480e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 109 / 200; ELBO = -3393041.83979; dELBO = 9.71464e-06; label = -4260.94185; dLabel = -2.88371e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 110 / 200; ELBO = -3393021.77310; dELBO = 5.91407e-06; label = -4260.95419; dLabel = -2.89647e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 111 / 200; ELBO = -3392998.78389; dELBO = 6.77544e-06; label = -4260.96658; dLabel = -2.90836e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 112 / 200; ELBO = -3392974.24140; dELBO = 7.23327e-06; label = -4260.97830; dLabel = -2.75020e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 113 / 200; ELBO = -3392955.13240; dELBO = 5.63193e-06; label = -4260.98865; dLabel = -2.42820e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 114 / 200; ELBO = -3392931.04095; dELBO = 7.10043e-06; label = -4260.99734; dLabel = -2.04124e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 115 / 200; ELBO = -3392903.86932; dELBO = 8.00831e-06; label = -4261.00499; dLabel = -1.79434e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 116 / 200; ELBO = -3392887.38286; dELBO = 4.85910e-06; label = -4261.01214; dLabel = -1.67824e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 117 / 200; ELBO = -3392871.39471; dELBO = 4.71226e-06; label = -4261.01914; dLabel = -1.64296e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 118 / 200; ELBO = -3392853.65857; dELBO = 5.22747e-06; label = -4261.02609; dLabel = -1.63119e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 119 / 200; ELBO = -3392832.88183; dELBO = 6.12368e-06; label = -4261.03302; dLabel = -1.62534e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 120 / 200; ELBO = -3392809.71621; dELBO = 6.82781e-06; label = -4261.03994; dLabel = -1.62445e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 121 / 200; ELBO = -3392790.51047; dELBO = 5.66072e-06; label = -4261.04637; dLabel = -1.50993e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 122 / 200; ELBO = -3392766.39435; dELBO = 7.10805e-06; label = -4261.05219; dLabel = -1.36619e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 123 / 200; ELBO = -3392750.31975; dELBO = 4.73790e-06; label = -4261.05766; dLabel = -1.28188e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 124 / 200; ELBO = -3392733.40036; dELBO = 4.98693e-06; label = -4261.06354; dLabel = -1.38118e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 125 / 200; ELBO = -3392713.98148; dELBO = 5.72367e-06; label = -4261.07023; dLabel = -1.57060e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 126 / 200; ELBO = -3392694.31350; dELBO = 5.79712e-06; label = -4261.07700; dLabel = -1.58875e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 127 / 200; ELBO = -3392675.00944; dELBO = 5.68989e-06; label = -4261.08322; dLabel = -1.45832e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 128 / 200; ELBO = -3392658.50000; dELBO = 4.86620e-06; label = -4261.08889; dLabel = -1.33171e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 129 / 200; ELBO = -3392642.32570; dELBO = 4.76744e-06; label = -4261.09441; dLabel = -1.29390e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 130 / 200; ELBO = -3392624.56724; dELBO = 5.23440e-06; label = -4261.09989; dLabel = -1.28712e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 131 / 200; ELBO = -3392601.95220; dELBO = 6.66594e-06; label = -4261.10520; dLabel = -1.24599e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 132 / 200; ELBO = -3392578.96474; dELBO = 6.77576e-06; label = -4261.11064; dLabel = -1.27574e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 133 / 200; ELBO = -3392563.59666; dELBO = 4.52991e-06; label = -4261.11659; dLabel = -1.39687e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 134 / 200; ELBO = -3392547.13024; dELBO = 4.85368e-06; label = -4261.12231; dLabel = -1.34405e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 135 / 200; ELBO = -3392532.53788; dELBO = 4.30130e-06; label = -4261.12741; dLabel = -1.19504e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 136 / 200; ELBO = -3392522.36678; dELBO = 2.99808e-06; label = -4261.13200; dLabel = -1.07796e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 137 / 200; ELBO = -3392516.28963; dELBO = 1.79134e-06; label = -4261.13636; dLabel = -1.02316e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 138 / 200; ELBO = -3392509.99386; dELBO = 1.85578e-06; label = -4261.14072; dLabel = -1.02299e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 139 / 200; ELBO = -3392500.16460; dELBO = 2.89734e-06; label = -4261.14523; dLabel = -1.05860e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 140 / 200; ELBO = -3392485.65571; dELBO = 4.27676e-06; label = -4261.15010; dLabel = -1.14190e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 141 / 200; ELBO = -3392473.17721; dELBO = 3.67828e-06; label = -4261.15571; dLabel = -1.31792e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 142 / 200; ELBO = -3392460.46646; dELBO = 3.74675e-06; label = -4261.16171; dLabel = -1.40706e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 143 / 200; ELBO = -3392451.49398; dELBO = 2.64483e-06; label = -4261.16775; dLabel = -1.41916e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 144 / 200; ELBO = -3392441.24675; dELBO = 3.02060e-06; label = -4261.17386; dLabel = -1.43229e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 145 / 200; ELBO = -3392430.58927; dELBO = 3.14154e-06; label = -4261.18011; dLabel = -1.46813e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 146 / 200; ELBO = -3392419.34373; dELBO = 3.31489e-06; label = -4261.18656; dLabel = -1.51369e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 147 / 200; ELBO = -3392407.70795; dELBO = 3.42994e-06; label = -4261.19319; dLabel = -1.55498e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 148 / 200; ELBO = -3392393.85051; dELBO = 4.08484e-06; label = -4261.20001; dLabel = -1.59980e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 149 / 200; ELBO = -3392380.91041; dELBO = 3.81444e-06; label = -4261.20703; dLabel = -1.64748e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 150 / 200; ELBO = -3392365.92646; dELBO = 4.41694e-06; label = -4261.21449; dLabel = -1.75241e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 151 / 200; ELBO = -3392353.57572; dELBO = 3.64075e-06; label = -4261.22234; dLabel = -1.84022e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 152 / 200; ELBO = -3392342.43117; dELBO = 3.28520e-06; label = -4261.23002; dLabel = -1.80195e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 153 / 200; ELBO = -3392329.09387; dELBO = 3.93159e-06; label = -4261.23744; dLabel = -1.74360e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 154 / 200; ELBO = -3392317.62399; dELBO = 3.38112e-06; label = -4261.24453; dLabel = -1.66346e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 155 / 200; ELBO = -3392305.84673; dELBO = 3.47174e-06; label = -4261.25145; dLabel = -1.62205e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 156 / 200; ELBO = -3392296.62643; dELBO = 2.71801e-06; label = -4261.25832; dLabel = -1.61449e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 157 / 200; ELBO = -3392288.89566; dELBO = 2.27892e-06; label = -4261.26524; dLabel = -1.62245e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 158 / 200; ELBO = -3392279.30106; dELBO = 2.82836e-06; label = -4261.27248; dLabel = -1.69927e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 159 / 200; ELBO = -3392268.33752; dELBO = 3.23191e-06; label = -4261.28024; dLabel = -1.82025e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 160 / 200; ELBO = -3392256.39713; dELBO = 3.51988e-06; label = -4261.28797; dLabel = -1.81453e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 161 / 200; ELBO = -3392245.40485; dELBO = 3.24040e-06; label = -4261.29475; dLabel = -1.59236e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 162 / 200; ELBO = -3392239.63177; dELBO = 1.70185e-06; label = -4261.30037; dLabel = -1.31676e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 163 / 200; ELBO = -3392232.36355; dELBO = 2.14260e-06; label = -4261.30497; dLabel = -1.07962e-06 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 164 / 200; ELBO = -3392224.81980; dELBO = 2.22383e-06; label = -4261.30841; dLabel = -8.08751e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 165 / 200; ELBO = -3392220.04762; dELBO = 1.40680e-06; label = -4261.31137; dLabel = -6.93482e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 166 / 200; ELBO = -3392212.34322; dELBO = 2.27120e-06; label = -4261.31432; dLabel = -6.93983e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 167 / 200; ELBO = -3392204.75359; dELBO = 2.23737e-06; label = -4261.31726; dLabel = -6.89643e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 168 / 200; ELBO = -3392200.30549; dELBO = 1.31127e-06; label = -4261.32020; dLabel = -6.89944e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 169 / 200; ELBO = -3392193.38964; dELBO = 2.03875e-06; label = -4261.32338; dLabel = -7.45989e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 170 / 200; ELBO = -3392187.09124; dELBO = 1.85673e-06; label = -4261.32674; dLabel = -7.87484e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 171 / 200; ELBO = -3392178.97593; dELBO = 2.39235e-06; label = -4261.33025; dLabel = -8.23319e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 172 / 200; ELBO = -3392171.58798; dELBO = 2.17794e-06; label = -4261.33373; dLabel = -8.17115e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 173 / 200; ELBO = -3392161.31603; dELBO = 3.02813e-06; label = -4261.33663; dLabel = -6.81790e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 174 / 200; ELBO = -3392156.25290; dELBO = 1.49260e-06; label = -4261.33923; dLabel = -6.09091e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 175 / 200; ELBO = -3392150.11387; dELBO = 1.80977e-06; label = -4261.34176; dLabel = -5.92818e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 176 / 200; ELBO = -3392144.39913; dELBO = 1.68469e-06; label = -4261.34433; dLabel = -6.03435e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 177 / 200; ELBO = -3392139.42602; dELBO = 1.46607e-06; label = -4261.34696; dLabel = -6.17398e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 178 / 200; ELBO = -3392133.00063; dELBO = 1.89420e-06; label = -4261.34971; dLabel = -6.45484e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 179 / 200; ELBO = -3392125.38258; dELBO = 2.24580e-06; label = -4261.35265; dLabel = -6.91085e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 180 / 200; ELBO = -3392118.19073; dELBO = 2.12016e-06; label = -4261.35592; dLabel = -7.65877e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 181 / 200; ELBO = -3392109.14689; dELBO = 2.66613e-06; label = -4261.35939; dLabel = -8.14826e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 182 / 200; ELBO = -3392096.05491; dELBO = 3.85954e-06; label = -4261.36267; dLabel = -7.68718e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 183 / 200; ELBO = -3392089.39897; dELBO = 1.96219e-06; label = -4261.36572; dLabel = -7.17072e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 184 / 200; ELBO = -3392084.05516; dELBO = 1.57537e-06; label = -4261.36846; dLabel = -6.42600e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 185 / 200; ELBO = -3392081.83908; dELBO = 6.53309e-07; label = -4261.37114; dLabel = -6.29938e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 186 / 200; ELBO = -3392079.65026; dELBO = 6.45274e-07; label = -4261.37393; dLabel = -6.53801e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 187 / 200; ELBO = -3392075.07319; dELBO = 1.34934e-06; label = -4261.37683; dLabel = -6.80836e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 188 / 200; ELBO = -3392070.93090; dELBO = 1.22117e-06; label = -4261.37981; dLabel = -6.97939e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 189 / 200; ELBO = -3392066.99826; dELBO = 1.15936e-06; label = -4261.38267; dLabel = -6.72604e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 190 / 200; ELBO = -3392060.66618; dELBO = 1.86673e-06; label = -4261.38499; dLabel = -5.43621e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 191 / 200; ELBO = -3392056.75728; dELBO = 1.15237e-06; label = -4261.38676; dLabel = -4.14746e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 192 / 200; ELBO = -3392050.03960; dELBO = 1.98041e-06; label = -4261.38850; dLabel = -4.09846e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 193 / 200; ELBO = -3392045.33627; dELBO = 1.38657e-06; label = -4261.39049; dLabel = -4.67524e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 194 / 200; ELBO = -3392039.25020; dELBO = 1.79422e-06; label = -4261.39246; dLabel = -4.60653e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 195 / 200; ELBO = -3392031.56955; dELBO = 2.26432e-06; label = -4261.39425; dLabel = -4.20424e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 196 / 200; ELBO = -3392026.04272; dELBO = 1.62936e-06; label = -4261.39594; dLabel = -3.96840e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 197 / 200; ELBO = -3392021.00313; dELBO = 1.48572e-06; label = -4261.39749; dLabel = -3.64871e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 198 / 200; ELBO = -3392017.55116; dELBO = 1.01767e-06; label = -4261.39880; dLabel = -3.05221e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 199 / 200; ELBO = -3392010.96726; dELBO = 1.94100e-06; label = -4261.39988; dLabel = -2.53572e-07 [E-step] 1000/1000 (100.0%) [run_mlstm_vi] iter = 200 / 200; ELBO = -3391999.81593; dELBO = 3.28753e-06; label = -4261.40048; dLabel = -1.41591e-07 [ 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 121.21 181.98 263.28