num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/5W10D-0.1000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/5W10D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/5W10D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/5W10D-0.1000r/shuffled_datasets {'num_shuffle': 100, 'embed_dim': 10, 'context_len': 5, 'nworkers': 6, 'save_freq': -1, 'save_dir': '/scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/5W10D-0.1000r', 'resume': '', 'train_alg': 'cbow', 'min_count': 5, 'neg_samples': 5, 'init_lr': 0.1, 'min_lr': 0.0001, 'lr_mode': 'linear', 'milestones': [], 'hier_softmax': False, 'update_vocab': 'once', 'seed': 0} Using cbow, negative sampling with 5 negative samples [03/12/24-17:21:27] Start training [03/12/24-17:21:27] Building vocabulary [03/12/24-17:21:34] Vocabulary size is 40498 [Shuffling 1] loss 2199247.5000 lr 0.1000 vocab_size 40498 (2.64s/4.52m) [Shuffling 2] loss 2188868.5000 lr 0.0990 vocab_size 40498 (2.74s/4.61m) [Shuffling 3] loss 2035839.1250 lr 0.0980 vocab_size 40498 (2.74s/4.63m) [Shuffling 4] loss 2152509.7500 lr 0.0970 vocab_size 40498 (2.76s/4.65m) [Shuffling 5] loss 2114487.5000 lr 0.0960 vocab_size 40498 (2.81s/4.68m) [Shuffling 6] loss 2037588.2500 lr 0.0950 vocab_size 40498 (2.70s/4.67m) [Shuffling 7] loss 2096035.2500 lr 0.0940 vocab_size 40498 (2.63s/4.65m) [Shuffling 8] loss 2113405.2500 lr 0.0930 vocab_size 40498 (2.55s/4.61m) [Shuffling 9] loss 2074183.3750 lr 0.0920 vocab_size 40498 (2.49s/4.57m) [Shuffling 10] loss 2030299.0000 lr 0.0910 vocab_size 40498 (2.57s/4.56m) [Shuffling 11] loss 2049681.2500 lr 0.0900 vocab_size 40498 (2.51s/4.53m) [Shuffling 12] loss 2003432.6250 lr 0.0890 vocab_size 40498 (2.51s/4.51m) [Shuffling 13] loss 2016935.0000 lr 0.0880 vocab_size 40498 (2.57s/4.51m) [Shuffling 14] loss 2087026.6250 lr 0.0870 vocab_size 40498 (2.46s/4.49m) [Shuffling 15] loss 1995042.2500 lr 0.0860 vocab_size 40498 (2.54s/4.48m) [Shuffling 16] loss 2039594.7500 lr 0.0850 vocab_size 40498 (2.54s/4.47m) [Shuffling 17] loss 2045992.0000 lr 0.0840 vocab_size 40498 (2.49s/4.46m) [Shuffling 18] loss 1966545.7500 lr 0.0830 vocab_size 40498 (2.62s/4.46m) [Shuffling 19] loss 2169402.0000 lr 0.0820 vocab_size 40498 (2.59s/4.46m) [Shuffling 20] loss 1986161.3750 lr 0.0810 vocab_size 40498 (2.51s/4.45m) [Shuffling 21] loss 2031893.8750 lr 0.0800 vocab_size 40498 (2.62s/4.45m) [Shuffling 22] loss 2089163.3750 lr 0.0790 vocab_size 40498 (2.53s/4.45m) [Shuffling 23] loss 2038515.3750 lr 0.0780 vocab_size 40498 (2.53s/4.44m) [Shuffling 24] loss 2046196.2500 lr 0.0770 vocab_size 40498 (2.65s/4.45m) [Shuffling 25] loss 1998008.2500 lr 0.0760 vocab_size 40498 (2.49s/4.44m) [Shuffling 26] loss 2022077.5000 lr 0.0750 vocab_size 40498 (2.51s/4.43m) [Shuffling 27] loss 2029472.1250 lr 0.0740 vocab_size 40498 (2.54s/4.43m) [Shuffling 28] loss 1974016.3750 lr 0.0730 vocab_size 40498 (2.46s/4.42m) [Shuffling 29] loss 1863457.7500 lr 0.0720 vocab_size 40498 (2.54s/4.42m) [Shuffling 30] loss 2086931.2500 lr 0.0710 vocab_size 40498 (2.53s/4.42m) [Shuffling 31] loss 2075817.2500 lr 0.0700 vocab_size 40498 (2.49s/4.41m) [Shuffling 32] loss 2138385.0000 lr 0.0690 vocab_size 40498 (2.58s/4.41m) [Shuffling 33] loss 2149702.2500 lr 0.0680 vocab_size 40498 (2.49s/4.41m) [Shuffling 34] loss 2087282.3750 lr 0.0670 vocab_size 40498 (2.51s/4.41m) [Shuffling 35] loss 2086302.1250 lr 0.0660 vocab_size 40498 (2.59s/4.41m) [Shuffling 36] loss 2020291.3750 lr 0.0650 vocab_size 40498 (2.47s/4.40m) [Shuffling 37] loss 1954521.5000 lr 0.0640 vocab_size 40498 (2.51s/4.40m) [Shuffling 38] loss 1967184.3750 lr 0.0630 vocab_size 40498 (2.53s/4.40m) [Shuffling 39] loss 2018512.3750 lr 0.0620 vocab_size 40498 (2.49s/4.39m) [Shuffling 40] loss 2029993.6250 lr 0.0610 vocab_size 40498 (2.57s/4.39m) [Shuffling 41] loss 1896161.6250 lr 0.0600 vocab_size 40498 (2.59s/4.40m) [Shuffling 42] loss 2161753.2500 lr 0.0590 vocab_size 40498 (2.49s/4.39m) [Shuffling 43] loss 1937765.2500 lr 0.0580 vocab_size 40498 (2.52s/4.39m) [Shuffling 44] loss 1965032.6250 lr 0.0570 vocab_size 40498 (2.50s/4.39m) [Shuffling 45] loss 2021455.3750 lr 0.0560 vocab_size 40498 (2.47s/4.38m) [Shuffling 46] loss 1897837.3750 lr 0.0550 vocab_size 40498 (2.59s/4.39m) [Shuffling 47] loss 1959283.8750 lr 0.0540 vocab_size 40498 (2.51s/4.38m) [Shuffling 48] loss 2048935.8750 lr 0.0530 vocab_size 40498 (2.45s/4.38m) [Shuffling 49] loss 2032018.7500 lr 0.0520 vocab_size 40498 (2.52s/4.38m) [Shuffling 50] loss 2070186.6250 lr 0.0510 vocab_size 40498 (2.42s/4.37m) [Shuffling 51] loss 1913658.8750 lr 0.0500 vocab_size 40498 (2.46s/4.37m) [Shuffling 52] loss 2001659.5000 lr 0.0491 vocab_size 40498 (2.51s/4.37m) [Shuffling 53] loss 2121631.5000 lr 0.0481 vocab_size 40498 (2.41s/4.37m) [Shuffling 54] loss 2034584.6250 lr 0.0471 vocab_size 40498 (2.51s/4.36m) [Shuffling 55] loss 2063726.0000 lr 0.0461 vocab_size 40498 (2.49s/4.36m) [Shuffling 56] loss 2077123.1250 lr 0.0451 vocab_size 40498 (2.47s/4.36m) [Shuffling 57] loss 1952430.1250 lr 0.0441 vocab_size 40498 (2.58s/4.36m) [Shuffling 58] loss 2016870.1250 lr 0.0431 vocab_size 40498 (2.48s/4.36m) [Shuffling 59] loss 1945045.5000 lr 0.0421 vocab_size 40498 (2.49s/4.36m) [Shuffling 60] loss 1995284.0000 lr 0.0411 vocab_size 40498 (2.55s/4.36m) [Shuffling 61] loss 1892601.3750 lr 0.0401 vocab_size 40498 (2.49s/4.36m) [Shuffling 62] loss 1976191.2500 lr 0.0391 vocab_size 40498 (2.49s/4.36m) [Shuffling 63] loss 1918268.1250 lr 0.0381 vocab_size 40498 (2.67s/4.36m) [Shuffling 64] loss 1970766.7500 lr 0.0371 vocab_size 40498 (2.47s/4.36m) [Shuffling 65] loss 1995603.6250 lr 0.0361 vocab_size 40498 (2.51s/4.36m) [Shuffling 66] loss 1972730.3750 lr 0.0351 vocab_size 40498 (2.56s/4.36m) [Shuffling 67] loss 1894778.5000 lr 0.0341 vocab_size 40498 (2.46s/4.36m) [Shuffling 68] loss 1897956.3750 lr 0.0331 vocab_size 40498 (2.52s/4.35m) [Shuffling 69] loss 2001530.8750 lr 0.0321 vocab_size 40498 (2.52s/4.35m) [Shuffling 70] loss 1993400.8750 lr 0.0311 vocab_size 40498 (2.47s/4.35m) [Shuffling 71] loss 1974880.1250 lr 0.0301 vocab_size 40498 (2.56s/4.35m) [Shuffling 72] loss 1998715.5000 lr 0.0291 vocab_size 40498 (2.46s/4.35m) [Shuffling 73] loss 2041566.8750 lr 0.0281 vocab_size 40498 (2.49s/4.35m) [Shuffling 74] loss 1905310.7500 lr 0.0271 vocab_size 40498 (2.59s/4.35m) [Shuffling 75] loss 1986126.3750 lr 0.0261 vocab_size 40498 (2.48s/4.35m) [Shuffling 76] loss 1951232.8750 lr 0.0251 vocab_size 40498 (2.50s/4.35m) [Shuffling 77] loss 1883637.0000 lr 0.0241 vocab_size 40498 (2.56s/4.35m) [Shuffling 78] loss 1961561.2500 lr 0.0231 vocab_size 40498 (2.47s/4.35m) [Shuffling 79] loss 1963497.2500 lr 0.0221 vocab_size 40498 (2.53s/4.35m) [Shuffling 80] loss 1929513.5000 lr 0.0211 vocab_size 40498 (2.55s/4.35m) [Shuffling 81] loss 1963698.3750 lr 0.0201 vocab_size 40498 (2.48s/4.35m) [Shuffling 82] loss 1994152.6250 lr 0.0191 vocab_size 40498 (2.56s/4.35m) [Shuffling 83] loss 2005074.0000 lr 0.0181 vocab_size 40498 (2.47s/4.35m) [Shuffling 84] loss 2096131.6250 lr 0.0171 vocab_size 40498 (2.49s/4.35m) [Shuffling 85] loss 1901504.7500 lr 0.0161 vocab_size 40498 (2.64s/4.35m) [Shuffling 86] loss 2016569.0000 lr 0.0151 vocab_size 40498 (2.53s/4.35m) [Shuffling 87] loss 2009334.3750 lr 0.0141 vocab_size 40498 (2.50s/4.35m) [Shuffling 88] loss 1882700.1250 lr 0.0131 vocab_size 40498 (2.54s/4.35m) [Shuffling 89] loss 1955276.8750 lr 0.0121 vocab_size 40498 (2.51s/4.35m) [Shuffling 90] loss 1999873.0000 lr 0.0111 vocab_size 40498 (2.48s/4.35m) [Shuffling 91] loss 1934261.3750 lr 0.0101 vocab_size 40498 (2.57s/4.35m) [Shuffling 92] loss 1944942.5000 lr 0.0091 vocab_size 40498 (2.45s/4.34m) [Shuffling 93] loss 2053809.6250 lr 0.0081 vocab_size 40498 (2.47s/4.34m) [Shuffling 94] loss 1986983.3750 lr 0.0071 vocab_size 40498 (2.54s/4.34m) [Shuffling 95] loss 1986137.3750 lr 0.0061 vocab_size 40498 (2.51s/4.34m) [Shuffling 96] loss 1890525.1250 lr 0.0051 vocab_size 40498 (2.51s/4.34m) [Shuffling 97] loss 2080522.8750 lr 0.0041 vocab_size 40498 (2.55s/4.34m) [Shuffling 98] loss 1908095.2500 lr 0.0031 vocab_size 40498 (2.50s/4.34m) [Shuffling 99] loss 1858309.6250 lr 0.0021 vocab_size 40498 (3.61s/4.36m) [Shuffling 100] loss 2003404.2500 lr 0.0011 vocab_size 40498 (2.50s/4.36m) [03/12/24-17:25:49] Training finished, training Time 4.36m