num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W100D-0.5000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W100D-0.5000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W100D-0.5000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W100D-0.5000r/shuffled_datasets {'num_shuffle': 100, 'embed_dim': 100, 'context_len': 5, 'nworkers': 6, 'save_freq': -1, 'save_dir': '/scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W100D-0.5000r', 'resume': '', 'train_alg': 'cbow', 'min_count': 5, 'neg_samples': 5, 'init_lr': 0.5, 'min_lr': 0.0001, 'lr_mode': 'linear', 'milestones': [], 'hier_softmax': False, 'update_vocab': 'once', 'seed': 0} Using cbow, negative sampling with 5 negative samples [03/12/24-21:21:58] Start training [03/12/24-21:21:58] Building vocabulary [03/12/24-21:22:32] Vocabulary size is 426964 [Shuffling 1] loss 3980350.0000 lr 0.5000 vocab_size 426964 (15.01s/25.57m) [Shuffling 2] loss 199759.5312 lr 0.4950 vocab_size 426964 (14.58s/25.22m) [Shuffling 3] loss 80257.3438 lr 0.4900 vocab_size 426964 (14.86s/25.26m) [Shuffling 4] loss 49618.3984 lr 0.4850 vocab_size 426964 (15.42s/25.52m) [Shuffling 5] loss 37465.5312 lr 0.4800 vocab_size 426964 (15.34s/25.64m) [Shuffling 6] loss 28332.5723 lr 0.4750 vocab_size 426964 (14.92s/25.61m) [Shuffling 7] loss 21517.1777 lr 0.4700 vocab_size 426964 (14.86s/25.58m) [Shuffling 8] loss 17815.4824 lr 0.4650 vocab_size 426964 (14.97s/25.57m) [Shuffling 9] loss 15455.0762 lr 0.4600 vocab_size 426964 (15.29s/25.62m) [Shuffling 10] loss 13094.7275 lr 0.4550 vocab_size 426964 (16.01s/25.78m) [Shuffling 11] loss 11386.1699 lr 0.4500 vocab_size 426964 (15.98s/25.92m) [Shuffling 12] loss 10640.4268 lr 0.4450 vocab_size 426964 (14.82s/25.86m) [Shuffling 13] loss 9493.3516 lr 0.4400 vocab_size 426964 (14.62s/25.79m) [Shuffling 14] loss 8295.5576 lr 0.4350 vocab_size 426964 (14.60s/25.73m) [Shuffling 15] loss 7401.9497 lr 0.4300 vocab_size 426964 (14.49s/25.66m) [Shuffling 16] loss 6932.0776 lr 0.4250 vocab_size 426964 (15.34s/25.69m) [Shuffling 17] loss 6776.0322 lr 0.4200 vocab_size 426964 (15.25s/25.71m) [Shuffling 18] loss 6068.1387 lr 0.4150 vocab_size 426964 (15.36s/25.73m) [Shuffling 19] loss 5984.4497 lr 0.4100 vocab_size 426964 (15.78s/25.79m) [Shuffling 20] loss 5589.1782 lr 0.4050 vocab_size 426964 (15.05s/25.78m) [Shuffling 21] loss 4942.4268 lr 0.4000 vocab_size 426964 (15.00s/25.77m) [Shuffling 22] loss 4730.5264 lr 0.3950 vocab_size 426964 (17.00s/25.92m) [Shuffling 23] loss 4460.2129 lr 0.3900 vocab_size 426964 (14.89s/25.89m) [Shuffling 24] loss 4625.0186 lr 0.3850 vocab_size 426964 (15.03s/25.88m) [Shuffling 25] loss 3885.8381 lr 0.3800 vocab_size 426964 (15.27s/25.89m) [Shuffling 26] loss 3755.1770 lr 0.3750 vocab_size 426964 (15.14s/25.88m) [Shuffling 27] loss 3532.7524 lr 0.3700 vocab_size 426964 (14.69s/25.85m) [Shuffling 28] loss 3701.9163 lr 0.3650 vocab_size 426964 (14.57s/25.82m) [Shuffling 29] loss 3464.0571 lr 0.3600 vocab_size 426964 (15.35s/25.83m) [Shuffling 30] loss 3308.8401 lr 0.3550 vocab_size 426964 (15.13s/25.83m) [Shuffling 31] loss 3357.5305 lr 0.3500 vocab_size 426964 (15.47s/25.84m) [Shuffling 32] loss 2987.2400 lr 0.3450 vocab_size 426964 (15.02s/25.84m) [Shuffling 33] loss 3049.5530 lr 0.3400 vocab_size 426964 (14.59s/25.81m) [Shuffling 34] loss 2780.9209 lr 0.3350 vocab_size 426964 (15.59s/25.83m) [Shuffling 35] loss 2900.9709 lr 0.3300 vocab_size 426964 (14.50s/25.80m) [Shuffling 36] loss 3003.8955 lr 0.3250 vocab_size 426964 (14.44s/25.76m) [Shuffling 37] loss 2443.0359 lr 0.3200 vocab_size 426964 (15.18s/25.77m) [Shuffling 38] loss 2760.2327 lr 0.3150 vocab_size 426964 (15.83s/25.80m) [Shuffling 39] loss 2422.3381 lr 0.3100 vocab_size 426964 (15.19s/25.80m) [Shuffling 40] loss 2431.6592 lr 0.3050 vocab_size 426964 (16.42s/25.85m) [Shuffling 41] loss 2050.5425 lr 0.3000 vocab_size 426964 (15.15s/25.85m) [Shuffling 42] loss 2509.9421 lr 0.2950 vocab_size 426964 (14.72s/25.84m) [Shuffling 43] loss 2483.1816 lr 0.2900 vocab_size 426964 (14.61s/25.81m) [Shuffling 44] loss 2055.0322 lr 0.2850 vocab_size 426964 (14.49s/25.79m) [Shuffling 45] loss 1968.9438 lr 0.2800 vocab_size 426964 (15.27s/25.79m) [Shuffling 46] loss 2170.0085 lr 0.2750 vocab_size 426964 (14.46s/25.77m) [Shuffling 47] loss 2345.9861 lr 0.2700 vocab_size 426964 (14.26s/25.74m) [Shuffling 48] loss 1827.7637 lr 0.2650 vocab_size 426964 (14.78s/25.73m) [Shuffling 49] loss 2189.5486 lr 0.2600 vocab_size 426964 (15.04s/25.73m) [Shuffling 50] loss 2463.7053 lr 0.2550 vocab_size 426964 (14.68s/25.71m) [Shuffling 51] loss 1917.6069 lr 0.2500 vocab_size 426964 (14.24s/25.68m) [Shuffling 52] loss 2216.3281 lr 0.2451 vocab_size 426964 (15.62s/25.70m) [Shuffling 53] loss 2149.6375 lr 0.2401 vocab_size 426964 (16.89s/25.76m) [Shuffling 54] loss 1921.8887 lr 0.2351 vocab_size 426964 (15.14s/25.76m) [Shuffling 55] loss 1668.6436 lr 0.2301 vocab_size 426964 (14.99s/25.76m) [Shuffling 56] loss 1572.0905 lr 0.2251 vocab_size 426964 (15.78s/25.78m) [Shuffling 57] loss 1829.3418 lr 0.2201 vocab_size 426964 (14.84s/25.77m) [Shuffling 58] loss 1586.1392 lr 0.2151 vocab_size 426964 (15.19s/25.77m) [Shuffling 59] loss 1648.2261 lr 0.2101 vocab_size 426964 (15.15s/25.77m) [Shuffling 60] loss 1604.4456 lr 0.2051 vocab_size 426964 (14.29s/25.75m) [Shuffling 61] loss 1541.4612 lr 0.2001 vocab_size 426964 (15.00s/25.74m) [Shuffling 62] loss 1681.0275 lr 0.1951 vocab_size 426964 (15.26s/25.75m) [Shuffling 63] loss 1584.2008 lr 0.1901 vocab_size 426964 (14.62s/25.74m) [Shuffling 64] loss 1391.9794 lr 0.1851 vocab_size 426964 (16.37s/25.77m) [Shuffling 65] loss 1694.6819 lr 0.1801 vocab_size 426964 (14.70s/25.76m) [Shuffling 66] loss 1356.4899 lr 0.1751 vocab_size 426964 (15.32s/25.76m) [Shuffling 67] loss 1667.6893 lr 0.1701 vocab_size 426964 (14.74s/25.75m) [Shuffling 68] loss 1314.8654 lr 0.1651 vocab_size 426964 (14.91s/25.75m) [Shuffling 69] loss 1341.6617 lr 0.1601 vocab_size 426964 (14.60s/25.74m) [Shuffling 70] loss 1184.4779 lr 0.1551 vocab_size 426964 (14.77s/25.73m) [Shuffling 71] loss 1400.3306 lr 0.1501 vocab_size 426964 (16.54s/25.76m) [Shuffling 72] loss 1421.4917 lr 0.1451 vocab_size 426964 (14.59s/25.75m) [Shuffling 73] loss 1159.7947 lr 0.1401 vocab_size 426964 (14.86s/25.75m) [Shuffling 74] loss 1506.5150 lr 0.1351 vocab_size 426964 (14.44s/25.73m) [Shuffling 75] loss 1346.0011 lr 0.1301 vocab_size 426964 (14.36s/25.71m) [Shuffling 76] loss 1302.5073 lr 0.1251 vocab_size 426964 (14.89s/25.71m) [Shuffling 77] loss 1542.6323 lr 0.1201 vocab_size 426964 (14.62s/25.70m) [Shuffling 78] loss 1329.6715 lr 0.1151 vocab_size 426964 (14.81s/25.69m) [Shuffling 79] loss 1238.2129 lr 0.1101 vocab_size 426964 (14.66s/25.69m) [Shuffling 80] loss 1602.6041 lr 0.1051 vocab_size 426964 (14.97s/25.68m) [Shuffling 81] loss 1690.5668 lr 0.1001 vocab_size 426964 (14.88s/25.68m) [Shuffling 82] loss 1073.8889 lr 0.0951 vocab_size 426964 (15.21s/25.68m) [Shuffling 83] loss 1076.5673 lr 0.0901 vocab_size 426964 (14.96s/25.68m) [Shuffling 84] loss 1779.5659 lr 0.0851 vocab_size 426964 (14.48s/25.67m) [Shuffling 85] loss 1392.1886 lr 0.0801 vocab_size 426964 (14.88s/25.67m) [Shuffling 86] loss 1032.7708 lr 0.0751 vocab_size 426964 (15.28s/25.67m) [Shuffling 87] loss 1215.8923 lr 0.0701 vocab_size 426964 (14.34s/25.66m) [Shuffling 88] loss 1096.1177 lr 0.0651 vocab_size 426964 (14.24s/25.64m) [Shuffling 89] loss 1240.0137 lr 0.0601 vocab_size 426964 (16.01s/25.66m) [Shuffling 90] loss 1357.4818 lr 0.0551 vocab_size 426964 (14.83s/25.65m) [Shuffling 91] loss 1330.3126 lr 0.0501 vocab_size 426964 (15.37s/25.66m) [Shuffling 92] loss 1127.5087 lr 0.0451 vocab_size 426964 (14.33s/25.65m) [Shuffling 93] loss 1269.3164 lr 0.0401 vocab_size 426964 (14.33s/25.63m) [Shuffling 94] loss 1222.0199 lr 0.0351 vocab_size 426964 (14.57s/25.63m) [Shuffling 95] loss 1387.7952 lr 0.0301 vocab_size 426964 (18.42s/25.68m) [Shuffling 96] loss 1092.7212 lr 0.0251 vocab_size 426964 (15.97s/25.70m) [Shuffling 97] loss 1113.0834 lr 0.0201 vocab_size 426964 (18.85s/25.77m) [Shuffling 98] loss 1194.8690 lr 0.0151 vocab_size 426964 (14.55s/25.76m) [Shuffling 99] loss 1417.6239 lr 0.0101 vocab_size 426964 (19.38s/25.83m) [Shuffling 100] loss 1047.5725 lr 0.0051 vocab_size 426964 (14.26s/25.81m) [03/12/24-21:47:47] Training finished, training Time 25.81m