num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/50W100D-0.0250r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/50W100D-0.0250r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/50W100D-0.0250r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/50W100D-0.0250r/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-0.0250r', 'resume': '', 'train_alg': 'cbow', 'min_count': 5, 'neg_samples': 5, 'init_lr': 0.025, 'min_lr': 0.0001, 'lr_mode': 'linear', 'milestones': [], 'hier_softmax': False, 'update_vocab': 'once', 'seed': 0} Using cbow, negative sampling with 5 negative samples [03/12/24-17:14:10] Start training [03/12/24-17:14:10] Building vocabulary [03/12/24-17:14:17] Vocabulary size is 40498 [Shuffling 1] loss 2255007.2500 lr 0.0250 vocab_size 40498 (4.24s/7.18m) [Shuffling 2] loss 2002259.6250 lr 0.0248 vocab_size 40498 (4.20s/7.15m) [Shuffling 3] loss 1881484.6250 lr 0.0245 vocab_size 40498 (4.34s/7.22m) [Shuffling 4] loss 2013559.8750 lr 0.0243 vocab_size 40498 (4.23s/7.21m) [Shuffling 5] loss 1948842.6250 lr 0.0240 vocab_size 40498 (4.24s/7.21m) [Shuffling 6] loss 1999378.5000 lr 0.0238 vocab_size 40498 (4.23s/7.20m) [Shuffling 7] loss 1964584.1250 lr 0.0235 vocab_size 40498 (4.18s/7.19m) [Shuffling 8] loss 1974285.5000 lr 0.0233 vocab_size 40498 (4.17s/7.17m) [Shuffling 9] loss 1966563.0000 lr 0.0230 vocab_size 40498 (4.27s/7.18m) [Shuffling 10] loss 1878128.1250 lr 0.0228 vocab_size 40498 (4.34s/7.20m) [Shuffling 11] loss 1870875.6250 lr 0.0225 vocab_size 40498 (4.22s/7.19m) [Shuffling 12] loss 1899833.2500 lr 0.0223 vocab_size 40498 (4.18s/7.18m) [Shuffling 13] loss 1930264.3750 lr 0.0220 vocab_size 40498 (4.17s/7.18m) [Shuffling 14] loss 1925785.5000 lr 0.0218 vocab_size 40498 (4.12s/7.16m) [Shuffling 15] loss 1940587.1250 lr 0.0215 vocab_size 40498 (4.15s/7.15m) [Shuffling 16] loss 1961406.7500 lr 0.0213 vocab_size 40498 (4.24s/7.16m) [Shuffling 17] loss 1860366.6250 lr 0.0210 vocab_size 40498 (4.39s/7.17m) [Shuffling 18] loss 1936806.6250 lr 0.0208 vocab_size 40498 (4.21s/7.17m) [Shuffling 19] loss 1914988.3750 lr 0.0205 vocab_size 40498 (4.13s/7.16m) [Shuffling 20] loss 1962660.0000 lr 0.0203 vocab_size 40498 (4.17s/7.16m) [Shuffling 21] loss 1831549.0000 lr 0.0200 vocab_size 40498 (4.28s/7.16m) [Shuffling 22] loss 1945362.7500 lr 0.0198 vocab_size 40498 (4.20s/7.16m) [Shuffling 23] loss 1928464.2500 lr 0.0195 vocab_size 40498 (4.15s/7.16m) [Shuffling 24] loss 1923190.6250 lr 0.0193 vocab_size 40498 (4.14s/7.15m) [Shuffling 25] loss 1961282.7500 lr 0.0190 vocab_size 40498 (4.17s/7.15m) [Shuffling 26] loss 1963562.6250 lr 0.0188 vocab_size 40498 (4.15s/7.14m) [Shuffling 27] loss 1925680.0000 lr 0.0185 vocab_size 40498 (4.31s/7.15m) [Shuffling 28] loss 1945107.2500 lr 0.0183 vocab_size 40498 (4.19s/7.15m) [Shuffling 29] loss 1863003.6250 lr 0.0180 vocab_size 40498 (4.24s/7.15m) [Shuffling 30] loss 1917636.8750 lr 0.0178 vocab_size 40498 (4.26s/7.15m) [Shuffling 31] loss 1792101.6250 lr 0.0175 vocab_size 40498 (4.29s/7.15m) [Shuffling 32] loss 1927566.7500 lr 0.0173 vocab_size 40498 (4.19s/7.15m) [Shuffling 33] loss 1910430.7500 lr 0.0170 vocab_size 40498 (4.21s/7.15m) [Shuffling 34] loss 1947692.1250 lr 0.0168 vocab_size 40498 (4.18s/7.15m) [Shuffling 35] loss 1914801.3750 lr 0.0165 vocab_size 40498 (4.18s/7.15m) [Shuffling 36] loss 1796124.3750 lr 0.0163 vocab_size 40498 (4.31s/7.15m) [Shuffling 37] loss 1873682.6250 lr 0.0160 vocab_size 40498 (4.16s/7.15m) [Shuffling 38] loss 1895352.3750 lr 0.0158 vocab_size 40498 (4.21s/7.15m) [Shuffling 39] loss 1928668.1250 lr 0.0155 vocab_size 40498 (4.26s/7.15m) [Shuffling 40] loss 1942860.0000 lr 0.0153 vocab_size 40498 (4.24s/7.15m) [Shuffling 41] loss 1782213.2500 lr 0.0150 vocab_size 40498 (4.32s/7.16m) [Shuffling 42] loss 1801425.6250 lr 0.0148 vocab_size 40498 (4.37s/7.16m) [Shuffling 43] loss 1790486.0000 lr 0.0145 vocab_size 40498 (4.40s/7.17m) [Shuffling 44] loss 1855808.7500 lr 0.0143 vocab_size 40498 (4.24s/7.17m) [Shuffling 45] loss 1856734.6250 lr 0.0140 vocab_size 40498 (4.23s/7.17m) [Shuffling 46] loss 1929020.1250 lr 0.0138 vocab_size 40498 (4.14s/7.17m) [Shuffling 47] loss 1936476.1250 lr 0.0135 vocab_size 40498 (4.18s/7.16m) [Shuffling 48] loss 1907119.6250 lr 0.0133 vocab_size 40498 (4.17s/7.16m) [Shuffling 49] loss 1969530.6250 lr 0.0130 vocab_size 40498 (4.31s/7.17m) [Shuffling 50] loss 1825547.6250 lr 0.0128 vocab_size 40498 (4.25s/7.17m) [Shuffling 51] loss 1944619.3750 lr 0.0126 vocab_size 40498 (4.25s/7.17m) [Shuffling 52] loss 1730750.1250 lr 0.0123 vocab_size 40498 (4.41s/7.17m) [Shuffling 53] loss 1865517.6250 lr 0.0121 vocab_size 40498 (4.16s/7.17m) [Shuffling 54] loss 1856495.8750 lr 0.0118 vocab_size 40498 (4.19s/7.17m) [Shuffling 55] loss 1882511.2500 lr 0.0116 vocab_size 40498 (4.15s/7.17m) [Shuffling 56] loss 1837015.2500 lr 0.0113 vocab_size 40498 (4.32s/7.17m) [Shuffling 57] loss 1894582.2500 lr 0.0111 vocab_size 40498 (4.23s/7.17m) [Shuffling 58] loss 1895236.6250 lr 0.0108 vocab_size 40498 (4.21s/7.17m) [Shuffling 59] loss 1853392.3750 lr 0.0106 vocab_size 40498 (4.21s/7.17m) [Shuffling 60] loss 1917464.1250 lr 0.0103 vocab_size 40498 (4.21s/7.17m) [Shuffling 61] loss 1831967.3750 lr 0.0101 vocab_size 40498 (4.31s/7.17m) [Shuffling 62] loss 1870078.5000 lr 0.0098 vocab_size 40498 (4.22s/7.17m) [Shuffling 63] loss 1991426.5000 lr 0.0096 vocab_size 40498 (4.40s/7.17m) [Shuffling 64] loss 1797390.3750 lr 0.0093 vocab_size 40498 (4.31s/7.18m) [Shuffling 65] loss 1869812.0000 lr 0.0091 vocab_size 40498 (4.17s/7.17m) [Shuffling 66] loss 1902002.1250 lr 0.0088 vocab_size 40498 (4.25s/7.18m) [Shuffling 67] loss 1820355.2500 lr 0.0086 vocab_size 40498 (4.19s/7.17m) [Shuffling 68] loss 1921856.2500 lr 0.0083 vocab_size 40498 (4.24s/7.17m) [Shuffling 69] loss 1923194.1250 lr 0.0081 vocab_size 40498 (4.22s/7.17m) [Shuffling 70] loss 1938319.1250 lr 0.0078 vocab_size 40498 (4.25s/7.17m) [Shuffling 71] loss 1754063.6250 lr 0.0076 vocab_size 40498 (4.29s/7.18m) [Shuffling 72] loss 1895953.1250 lr 0.0073 vocab_size 40498 (4.16s/7.17m) [Shuffling 73] loss 1888228.8750 lr 0.0071 vocab_size 40498 (4.26s/7.17m) [Shuffling 74] loss 1824372.0000 lr 0.0068 vocab_size 40498 (4.19s/7.17m) [Shuffling 75] loss 1938508.1250 lr 0.0066 vocab_size 40498 (4.21s/7.17m) [Shuffling 76] loss 1892507.5000 lr 0.0063 vocab_size 40498 (4.08s/7.17m) [Shuffling 77] loss 1897539.6250 lr 0.0061 vocab_size 40498 (4.20s/7.17m) [Shuffling 78] loss 1913509.8750 lr 0.0058 vocab_size 40498 (4.22s/7.17m) [Shuffling 79] loss 1820892.8750 lr 0.0056 vocab_size 40498 (4.20s/7.17m) [Shuffling 80] loss 1920517.1250 lr 0.0053 vocab_size 40498 (4.27s/7.17m) [Shuffling 81] loss 1865623.7500 lr 0.0051 vocab_size 40498 (4.15s/7.17m) [Shuffling 82] loss 1901605.8750 lr 0.0048 vocab_size 40498 (4.19s/7.17m) [Shuffling 83] loss 1885868.7500 lr 0.0046 vocab_size 40498 (4.22s/7.17m) [Shuffling 84] loss 1869177.1250 lr 0.0043 vocab_size 40498 (4.15s/7.17m) [Shuffling 85] loss 1848835.8750 lr 0.0041 vocab_size 40498 (4.22s/7.17m) [Shuffling 86] loss 1827162.6250 lr 0.0038 vocab_size 40498 (4.20s/7.16m) [Shuffling 87] loss 1848257.7500 lr 0.0036 vocab_size 40498 (4.23s/7.16m) [Shuffling 88] loss 1856452.3750 lr 0.0033 vocab_size 40498 (4.23s/7.16m) [Shuffling 89] loss 1873060.5000 lr 0.0031 vocab_size 40498 (4.33s/7.17m) [Shuffling 90] loss 1860034.1250 lr 0.0028 vocab_size 40498 (4.14s/7.17m) [Shuffling 91] loss 1873677.8750 lr 0.0026 vocab_size 40498 (4.21s/7.16m) [Shuffling 92] loss 1846029.2500 lr 0.0023 vocab_size 40498 (4.16s/7.16m) [Shuffling 93] loss 1857855.2500 lr 0.0021 vocab_size 40498 (4.15s/7.16m) [Shuffling 94] loss 1915078.3750 lr 0.0018 vocab_size 40498 (4.28s/7.16m) [Shuffling 95] loss 1866778.8750 lr 0.0016 vocab_size 40498 (4.11s/7.16m) [Shuffling 96] loss 1872206.3750 lr 0.0013 vocab_size 40498 (4.17s/7.16m) [Shuffling 97] loss 1853509.8750 lr 0.0011 vocab_size 40498 (4.12s/7.16m) [Shuffling 98] loss 1832632.5000 lr 0.0008 vocab_size 40498 (4.15s/7.16m) [Shuffling 99] loss 1816930.7500 lr 0.0006 vocab_size 40498 (6.20s/7.19m) [Shuffling 100] loss 1865668.5000 lr 0.0003 vocab_size 40498 (4.19s/7.19m) [03/12/24-17:21:22] Training finished, training Time 7.19m