num_sent_processes: 4 [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W100D-0.5000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W100D-0.5000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W100D-0.5000r/shuffled_datasets [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/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_Large/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 [03/12/24-20:44:53] Start training [03/12/24-20:44:53] Building vocabulary [03/12/24-20:45:44] Vocabulary size is 287225 [Shuffling 1] loss 2425960.0000 lr 0.5000 vocab_size 287225 (13.43s/23.23m) [Shuffling 2] loss 116250.5938 lr 0.4950 vocab_size 287225 (13.46s/23.28m) [Shuffling 3] loss 51137.8359 lr 0.4900 vocab_size 287225 (13.74s/23.45m) [Shuffling 4] loss 33806.2656 lr 0.4850 vocab_size 287225 (13.97s/23.63m) [Shuffling 5] loss 21524.4707 lr 0.4800 vocab_size 287225 (13.64s/23.63m) [Shuffling 6] loss 17458.4297 lr 0.4750 vocab_size 287225 (13.80s/23.68m) [Shuffling 7] loss 12580.9424 lr 0.4700 vocab_size 287225 (13.72s/23.69m) [Shuffling 8] loss 12605.5312 lr 0.4650 vocab_size 287225 (13.47s/23.64m) [Shuffling 9] loss 9785.0986 lr 0.4600 vocab_size 287225 (13.84s/23.67m) [Shuffling 10] loss 8252.7227 lr 0.4550 vocab_size 287225 (13.79s/23.69m) [Shuffling 11] loss 7022.3955 lr 0.4500 vocab_size 287225 (13.67s/23.69m) [Shuffling 12] loss 6700.9717 lr 0.4450 vocab_size 287225 (13.71s/23.69m) [Shuffling 13] loss 6320.8291 lr 0.4400 vocab_size 287225 (13.64s/23.69m) [Shuffling 14] loss 5278.4663 lr 0.4350 vocab_size 287225 (13.78s/23.70m) [Shuffling 15] loss 4876.0522 lr 0.4300 vocab_size 287225 (13.62s/23.69m) [Shuffling 16] loss 4737.0474 lr 0.4250 vocab_size 287225 (13.79s/23.71m) [Shuffling 17] loss 4503.5894 lr 0.4200 vocab_size 287225 (13.60s/23.70m) [Shuffling 18] loss 4442.6533 lr 0.4150 vocab_size 287225 (13.89s/23.72m) [Shuffling 19] loss 3766.4739 lr 0.4100 vocab_size 287225 (13.73s/23.72m) [Shuffling 20] loss 3166.4688 lr 0.4050 vocab_size 287225 (13.88s/23.73m) [Shuffling 21] loss 3223.2620 lr 0.4000 vocab_size 287225 (13.41s/23.71m) [Shuffling 22] loss 3073.2847 lr 0.3950 vocab_size 287225 (13.78s/23.72m) [Shuffling 23] loss 3051.0085 lr 0.3900 vocab_size 287225 (13.60s/23.71m) [Shuffling 24] loss 2632.9412 lr 0.3850 vocab_size 287225 (13.88s/23.72m) [Shuffling 25] loss 2724.9685 lr 0.3800 vocab_size 287225 (13.52s/23.71m) [Shuffling 26] loss 2697.9546 lr 0.3750 vocab_size 287225 (13.37s/23.69m) [Shuffling 27] loss 2368.5273 lr 0.3700 vocab_size 287225 (13.89s/23.70m) [Shuffling 28] loss 2224.7009 lr 0.3650 vocab_size 287225 (13.98s/23.72m) [Shuffling 29] loss 2082.2732 lr 0.3600 vocab_size 287225 (13.83s/23.73m) [Shuffling 30] loss 2348.2000 lr 0.3550 vocab_size 287225 (13.30s/23.71m) [Shuffling 31] loss 2037.7267 lr 0.3500 vocab_size 287225 (13.86s/23.71m) [Shuffling 32] loss 2013.6069 lr 0.3450 vocab_size 287225 (13.74s/23.72m) [Shuffling 33] loss 2239.6636 lr 0.3400 vocab_size 287225 (13.37s/23.70m) [Shuffling 34] loss 1775.0471 lr 0.3350 vocab_size 287225 (13.75s/23.70m) [Shuffling 35] loss 1788.4811 lr 0.3300 vocab_size 287225 (13.53s/23.70m) [Shuffling 36] loss 1643.8840 lr 0.3250 vocab_size 287225 (13.98s/23.71m) [Shuffling 37] loss 1726.2728 lr 0.3200 vocab_size 287225 (13.29s/23.69m) [Shuffling 38] loss 1639.5654 lr 0.3150 vocab_size 287225 (13.82s/23.70m) [Shuffling 39] loss 1427.2172 lr 0.3100 vocab_size 287225 (13.81s/23.71m) [Shuffling 40] loss 1584.4222 lr 0.3050 vocab_size 287225 (13.35s/23.69m) [Shuffling 41] loss 1418.5826 lr 0.3000 vocab_size 287225 (13.72s/23.69m) [Shuffling 42] loss 1449.2854 lr 0.2950 vocab_size 287225 (13.42s/23.68m) [Shuffling 43] loss 1360.6610 lr 0.2900 vocab_size 287225 (13.94s/23.69m) [Shuffling 44] loss 1398.5520 lr 0.2850 vocab_size 287225 (13.37s/23.68m) [Shuffling 45] loss 1378.9432 lr 0.2800 vocab_size 287225 (13.56s/23.68m) [Shuffling 46] loss 1359.8524 lr 0.2750 vocab_size 287225 (13.81s/23.68m) [Shuffling 47] loss 1116.9718 lr 0.2700 vocab_size 287225 (13.92s/23.69m) [Shuffling 48] loss 1325.0775 lr 0.2650 vocab_size 287225 (13.54s/23.69m) [Shuffling 49] loss 1293.6276 lr 0.2600 vocab_size 287225 (13.37s/23.68m) [Shuffling 50] loss 1104.2400 lr 0.2550 vocab_size 287225 (13.90s/23.69m) [Shuffling 51] loss 1247.1465 lr 0.2500 vocab_size 287225 (13.49s/23.68m) [Shuffling 52] loss 1353.8490 lr 0.2451 vocab_size 287225 (13.48s/23.67m) [Shuffling 53] loss 1252.0817 lr 0.2401 vocab_size 287225 (13.33s/23.66m) [Shuffling 54] loss 1173.6920 lr 0.2351 vocab_size 287225 (13.43s/23.66m) [Shuffling 55] loss 1265.6812 lr 0.2301 vocab_size 287225 (13.48s/23.65m) [Shuffling 56] loss 1042.2407 lr 0.2251 vocab_size 287225 (13.77s/23.65m) [Shuffling 57] loss 1207.6246 lr 0.2201 vocab_size 287225 (13.33s/23.64m) [Shuffling 58] loss 1045.9116 lr 0.2151 vocab_size 287225 (13.59s/23.64m) [Shuffling 59] loss 1039.3531 lr 0.2101 vocab_size 287225 (13.99s/23.65m) [Shuffling 60] loss 1039.1082 lr 0.2051 vocab_size 287225 (13.76s/23.65m) [Shuffling 61] loss 877.7072 lr 0.2001 vocab_size 287225 (13.85s/23.66m) [Shuffling 62] loss 1361.6884 lr 0.1951 vocab_size 287225 (13.57s/23.66m) [Shuffling 63] loss 987.8062 lr 0.1901 vocab_size 287225 (13.40s/23.65m) [Shuffling 64] loss 873.9647 lr 0.1851 vocab_size 287225 (13.66s/23.65m) [Shuffling 65] loss 936.1906 lr 0.1801 vocab_size 287225 (13.41s/23.65m) [Shuffling 66] loss 1025.5426 lr 0.1751 vocab_size 287225 (13.49s/23.64m) [Shuffling 67] loss 929.3256 lr 0.1701 vocab_size 287225 (13.57s/23.64m) [Shuffling 68] loss 1119.4967 lr 0.1651 vocab_size 287225 (13.48s/23.63m) [Shuffling 69] loss 1017.8541 lr 0.1601 vocab_size 287225 (13.53s/23.63m) [Shuffling 70] loss 1096.3185 lr 0.1551 vocab_size 287225 (13.47s/23.63m) [Shuffling 71] loss 900.2642 lr 0.1501 vocab_size 287225 (13.53s/23.63m) [Shuffling 72] loss 899.2370 lr 0.1451 vocab_size 287225 (13.51s/23.62m) [Shuffling 73] loss 706.0502 lr 0.1401 vocab_size 287225 (13.98s/23.63m) [Shuffling 74] loss 998.6485 lr 0.1351 vocab_size 287225 (13.34s/23.62m) [Shuffling 75] loss 891.0594 lr 0.1301 vocab_size 287225 (13.48s/23.62m) [Shuffling 76] loss 940.0895 lr 0.1251 vocab_size 287225 (13.63s/23.62m) [Shuffling 77] loss 904.4480 lr 0.1201 vocab_size 287225 (13.53s/23.62m) [Shuffling 78] loss 866.7788 lr 0.1151 vocab_size 287225 (13.47s/23.61m) [Shuffling 79] loss 981.1496 lr 0.1101 vocab_size 287225 (13.59s/23.61m) [Shuffling 80] loss 664.1002 lr 0.1051 vocab_size 287225 (13.95s/23.62m) [Shuffling 81] loss 800.9506 lr 0.1001 vocab_size 287225 (13.42s/23.62m) [Shuffling 82] loss 705.1507 lr 0.0951 vocab_size 287225 (13.34s/23.61m) [Shuffling 83] loss 665.9348 lr 0.0901 vocab_size 287225 (12.98s/23.60m) [Shuffling 84] loss 664.8016 lr 0.0851 vocab_size 287225 (13.01s/23.58m) [Shuffling 85] loss 808.7761 lr 0.0801 vocab_size 287225 (12.97s/23.57m) [Shuffling 86] loss 774.6298 lr 0.0751 vocab_size 287225 (13.07s/23.56m) [Shuffling 87] loss 837.3839 lr 0.0701 vocab_size 287225 (13.06s/23.55m) [Shuffling 88] loss 725.1739 lr 0.0651 vocab_size 287225 (13.30s/23.54m) [Shuffling 89] loss 898.9686 lr 0.0601 vocab_size 287225 (12.99s/23.53m) [Shuffling 90] loss 675.7543 lr 0.0551 vocab_size 287225 (13.05s/23.52m) [Shuffling 91] loss 689.9309 lr 0.0501 vocab_size 287225 (13.00s/23.51m) [Shuffling 92] loss 539.6250 lr 0.0451 vocab_size 287225 (13.45s/23.51m) [Shuffling 93] loss 917.2689 lr 0.0401 vocab_size 287225 (12.99s/23.50m) [Shuffling 94] loss 719.4057 lr 0.0351 vocab_size 287225 (12.92s/23.49m) [Shuffling 95] loss 683.2244 lr 0.0301 vocab_size 287225 (13.15s/23.48m) [Shuffling 96] loss 862.0608 lr 0.0251 vocab_size 287225 (13.01s/23.47m) [Shuffling 97] loss 933.2579 lr 0.0201 vocab_size 287225 (12.95s/23.46m) [Shuffling 98] loss 824.8837 lr 0.0151 vocab_size 287225 (13.07s/23.45m) [Shuffling 99] loss 558.8580 lr 0.0101 vocab_size 287225 (13.12s/23.45m) [Shuffling 100] loss 713.0193 lr 0.0051 vocab_size 287225 (13.02s/23.44m) [03/12/24-21:08:19] Training finished, training Time 23.44m