num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/50W100D-0.1000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/50W100D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/50W100D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/50W100D-0.1000r/shuffled_datasets {'num_shuffle': 100, 'embed_dim': 100, 'context_len': 50, 'nworkers': 6, 'save_freq': -1, 'save_dir': '/scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/50W100D-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 [03/12/24-17:36:19] Start training [03/12/24-17:36:19] Building vocabulary [03/12/24-17:36:26] Vocabulary size is 40498 [Shuffling 1] loss 2117673.7500 lr 0.1000 vocab_size 40498 (4.20s/7.12m) [Shuffling 2] loss 1974011.3750 lr 0.0990 vocab_size 40498 (4.18s/7.11m) [Shuffling 3] loss 2033185.1250 lr 0.0980 vocab_size 40498 (4.17s/7.09m) [Shuffling 4] loss 2163378.0000 lr 0.0970 vocab_size 40498 (4.25s/7.12m) [Shuffling 5] loss 2222478.7500 lr 0.0960 vocab_size 40498 (4.21s/7.13m) [Shuffling 6] loss 2140060.0000 lr 0.0950 vocab_size 40498 (4.26s/7.14m) [Shuffling 7] loss 2300114.5000 lr 0.0940 vocab_size 40498 (4.21s/7.14m) [Shuffling 8] loss 2301374.5000 lr 0.0930 vocab_size 40498 (4.15s/7.13m) [Shuffling 9] loss 2239417.5000 lr 0.0920 vocab_size 40498 (4.16s/7.12m) [Shuffling 10] loss 2345367.7500 lr 0.0910 vocab_size 40498 (4.31s/7.14m) [Shuffling 11] loss 2310491.7500 lr 0.0900 vocab_size 40498 (4.18s/7.13m) [Shuffling 12] loss 2305759.5000 lr 0.0890 vocab_size 40498 (4.18s/7.13m) [Shuffling 13] loss 2212337.5000 lr 0.0880 vocab_size 40498 (4.22s/7.13m) [Shuffling 14] loss 2335610.0000 lr 0.0870 vocab_size 40498 (4.21s/7.13m) [Shuffling 15] loss 2278691.0000 lr 0.0860 vocab_size 40498 (4.16s/7.13m) [Shuffling 16] loss 2198048.5000 lr 0.0850 vocab_size 40498 (4.27s/7.13m) [Shuffling 17] loss 2242738.7500 lr 0.0840 vocab_size 40498 (4.17s/7.13m) [Shuffling 18] loss 2266915.7500 lr 0.0830 vocab_size 40498 (4.14s/7.12m) [Shuffling 19] loss 2193149.5000 lr 0.0820 vocab_size 40498 (4.22s/7.13m) [Shuffling 20] loss 2224160.5000 lr 0.0810 vocab_size 40498 (4.16s/7.12m) [Shuffling 21] loss 2225982.0000 lr 0.0800 vocab_size 40498 (4.22s/7.12m) [Shuffling 22] loss 2205845.0000 lr 0.0790 vocab_size 40498 (4.13s/7.12m) [Shuffling 23] loss 2165970.0000 lr 0.0780 vocab_size 40498 (4.15s/7.11m) [Shuffling 24] loss 2188419.7500 lr 0.0770 vocab_size 40498 (4.20s/7.11m) [Shuffling 25] loss 2123390.2500 lr 0.0760 vocab_size 40498 (4.16s/7.11m) [Shuffling 26] loss 2028340.3750 lr 0.0750 vocab_size 40498 (4.33s/7.12m) [Shuffling 27] loss 2130878.2500 lr 0.0740 vocab_size 40498 (4.22s/7.12m) [Shuffling 28] loss 2173120.0000 lr 0.0730 vocab_size 40498 (4.26s/7.13m) [Shuffling 29] loss 2082945.3750 lr 0.0720 vocab_size 40498 (4.15s/7.12m) [Shuffling 30] loss 2076387.3750 lr 0.0710 vocab_size 40498 (4.24s/7.13m) [Shuffling 31] loss 2140513.0000 lr 0.0700 vocab_size 40498 (4.20s/7.13m) [Shuffling 32] loss 2065344.7500 lr 0.0690 vocab_size 40498 (4.20s/7.13m) [Shuffling 33] loss 2113257.5000 lr 0.0680 vocab_size 40498 (4.21s/7.13m) [Shuffling 34] loss 2137755.2500 lr 0.0670 vocab_size 40498 (4.30s/7.13m) [Shuffling 35] loss 2103978.5000 lr 0.0660 vocab_size 40498 (4.30s/7.14m) [Shuffling 36] loss 2120403.0000 lr 0.0650 vocab_size 40498 (4.24s/7.14m) [Shuffling 37] loss 1961592.8750 lr 0.0640 vocab_size 40498 (4.33s/7.14m) [Shuffling 38] loss 2095556.6250 lr 0.0630 vocab_size 40498 (4.23s/7.14m) [Shuffling 39] loss 2097500.7500 lr 0.0620 vocab_size 40498 (4.25s/7.14m) [Shuffling 40] loss 2056962.1250 lr 0.0610 vocab_size 40498 (4.28s/7.15m) [Shuffling 41] loss 2071302.2500 lr 0.0600 vocab_size 40498 (4.22s/7.15m) [Shuffling 42] loss 1984281.1250 lr 0.0590 vocab_size 40498 (4.33s/7.15m) [Shuffling 43] loss 1903183.1250 lr 0.0580 vocab_size 40498 (4.29s/7.15m) [Shuffling 44] loss 1955860.8750 lr 0.0570 vocab_size 40498 (4.25s/7.16m) [Shuffling 45] loss 2051318.6250 lr 0.0560 vocab_size 40498 (4.16s/7.15m) [Shuffling 46] loss 2133602.7500 lr 0.0550 vocab_size 40498 (4.22s/7.15m) [Shuffling 47] loss 2072266.0000 lr 0.0540 vocab_size 40498 (4.11s/7.15m) [Shuffling 48] loss 1970831.6250 lr 0.0530 vocab_size 40498 (4.22s/7.15m) [Shuffling 49] loss 1998778.0000 lr 0.0520 vocab_size 40498 (4.10s/7.15m) [Shuffling 50] loss 1915945.3750 lr 0.0510 vocab_size 40498 (4.28s/7.15m) [Shuffling 51] loss 2070125.5000 lr 0.0500 vocab_size 40498 (4.15s/7.15m) [Shuffling 52] loss 1997246.5000 lr 0.0491 vocab_size 40498 (4.17s/7.14m) [Shuffling 53] loss 1973853.0000 lr 0.0481 vocab_size 40498 (4.12s/7.14m) [Shuffling 54] loss 2005174.8750 lr 0.0471 vocab_size 40498 (4.12s/7.14m) [Shuffling 55] loss 2050786.2500 lr 0.0461 vocab_size 40498 (4.35s/7.14m) [Shuffling 56] loss 1981036.6250 lr 0.0451 vocab_size 40498 (4.10s/7.14m) [Shuffling 57] loss 1908537.5000 lr 0.0441 vocab_size 40498 (4.17s/7.14m) [Shuffling 58] loss 2006634.8750 lr 0.0431 vocab_size 40498 (4.09s/7.13m) [Shuffling 59] loss 1938380.0000 lr 0.0421 vocab_size 40498 (4.17s/7.13m) [Shuffling 60] loss 1898943.3750 lr 0.0411 vocab_size 40498 (4.25s/7.13m) [Shuffling 61] loss 1924817.2500 lr 0.0401 vocab_size 40498 (4.08s/7.13m) [Shuffling 62] loss 2003136.5000 lr 0.0391 vocab_size 40498 (4.17s/7.13m) [Shuffling 63] loss 1973985.2500 lr 0.0381 vocab_size 40498 (4.26s/7.13m) [Shuffling 64] loss 1978445.0000 lr 0.0371 vocab_size 40498 (4.13s/7.13m) [Shuffling 65] loss 1916911.5000 lr 0.0361 vocab_size 40498 (4.14s/7.13m) [Shuffling 66] loss 1976020.5000 lr 0.0351 vocab_size 40498 (4.16s/7.13m) [Shuffling 67] loss 1923581.2500 lr 0.0341 vocab_size 40498 (4.13s/7.13m) [Shuffling 68] loss 1976303.3750 lr 0.0331 vocab_size 40498 (4.20s/7.13m) [Shuffling 69] loss 1974688.2500 lr 0.0321 vocab_size 40498 (4.15s/7.12m) [Shuffling 70] loss 1875422.7500 lr 0.0311 vocab_size 40498 (4.23s/7.12m) [Shuffling 71] loss 1987899.3750 lr 0.0301 vocab_size 40498 (4.26s/7.13m) [Shuffling 72] loss 1963489.6250 lr 0.0291 vocab_size 40498 (4.59s/7.14m) [Shuffling 73] loss 1936551.7500 lr 0.0281 vocab_size 40498 (4.14s/7.13m) [Shuffling 74] loss 1942537.2500 lr 0.0271 vocab_size 40498 (4.23s/7.13m) [Shuffling 75] loss 1911459.7500 lr 0.0261 vocab_size 40498 (4.11s/7.13m) [Shuffling 76] loss 1911191.5000 lr 0.0251 vocab_size 40498 (4.12s/7.13m) [Shuffling 77] loss 1958906.0000 lr 0.0241 vocab_size 40498 (4.11s/7.13m) [Shuffling 78] loss 1924710.5000 lr 0.0231 vocab_size 40498 (4.12s/7.13m) [Shuffling 79] loss 1893922.8750 lr 0.0221 vocab_size 40498 (4.07s/7.12m) [Shuffling 80] loss 1930004.8750 lr 0.0211 vocab_size 40498 (4.23s/7.12m) [Shuffling 81] loss 1808276.2500 lr 0.0201 vocab_size 40498 (4.28s/7.13m) [Shuffling 82] loss 1880963.5000 lr 0.0191 vocab_size 40498 (4.21s/7.13m) [Shuffling 83] loss 1892115.3750 lr 0.0181 vocab_size 40498 (4.12s/7.12m) [Shuffling 84] loss 1861323.3750 lr 0.0171 vocab_size 40498 (4.13s/7.12m) [Shuffling 85] loss 1883757.0000 lr 0.0161 vocab_size 40498 (4.14s/7.12m) [Shuffling 86] loss 1916086.3750 lr 0.0151 vocab_size 40498 (4.10s/7.12m) [Shuffling 87] loss 1888311.5000 lr 0.0141 vocab_size 40498 (4.14s/7.12m) [Shuffling 88] loss 1878591.1250 lr 0.0131 vocab_size 40498 (4.16s/7.12m) [Shuffling 89] loss 1937287.6250 lr 0.0121 vocab_size 40498 (4.22s/7.12m) [Shuffling 90] loss 1862399.6250 lr 0.0111 vocab_size 40498 (4.14s/7.12m) [Shuffling 91] loss 1926702.1250 lr 0.0101 vocab_size 40498 (4.15s/7.12m) [Shuffling 92] loss 1848181.2500 lr 0.0091 vocab_size 40498 (4.09s/7.11m) [Shuffling 93] loss 1906091.1250 lr 0.0081 vocab_size 40498 (4.15s/7.11m) [Shuffling 94] loss 1879906.1250 lr 0.0071 vocab_size 40498 (4.15s/7.11m) [Shuffling 95] loss 1873196.0000 lr 0.0061 vocab_size 40498 (4.12s/7.11m) [Shuffling 96] loss 1876537.7500 lr 0.0051 vocab_size 40498 (4.14s/7.11m) [Shuffling 97] loss 1871645.2500 lr 0.0041 vocab_size 40498 (4.23s/7.11m) [Shuffling 98] loss 1884659.0000 lr 0.0031 vocab_size 40498 (5.26s/7.13m) [Shuffling 99] loss 1724323.6250 lr 0.0021 vocab_size 40498 (5.26s/7.15m) [Shuffling 100] loss 1795094.0000 lr 0.0011 vocab_size 40498 (9.28s/7.23m) [03/12/24-17:43:33] Training finished, training Time 7.23m