num_sent_processes: 4 [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.5000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.5000r/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_Large/50W100D-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} [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.5000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.5000r/shuffled_datasets Using cbow, negative sampling with 5 negative samples [03/12/24-21:08:27] Start training [03/12/24-21:08:27] Building vocabulary [03/12/24-21:09:19] Vocabulary size is 287225 [Shuffling 1] loss 1146230.0000 lr 0.5000 vocab_size 287225 (13.17s/22.81m) [Shuffling 2] loss 55524.3516 lr 0.4950 vocab_size 287225 (13.83s/23.40m) [Shuffling 3] loss 32685.6777 lr 0.4900 vocab_size 287225 (13.43s/23.35m) [Shuffling 4] loss 19397.8066 lr 0.4850 vocab_size 287225 (13.34s/23.30m) [Shuffling 5] loss 14837.8213 lr 0.4800 vocab_size 287225 (13.10s/23.18m) [Shuffling 6] loss 13678.1250 lr 0.4750 vocab_size 287225 (13.47s/23.21m) [Shuffling 7] loss 10688.7520 lr 0.4700 vocab_size 287225 (13.49s/23.24m) [Shuffling 8] loss 10057.3809 lr 0.4650 vocab_size 287225 (13.14s/23.18m) [Shuffling 9] loss 8577.0742 lr 0.4600 vocab_size 287225 (12.90s/23.10m) [Shuffling 10] loss 7880.9155 lr 0.4550 vocab_size 287225 (13.18s/23.07m) [Shuffling 11] loss 7617.6528 lr 0.4500 vocab_size 287225 (13.21s/23.06m) [Shuffling 12] loss 6581.1362 lr 0.4450 vocab_size 287225 (12.87s/23.00m) [Shuffling 13] loss 6187.6016 lr 0.4400 vocab_size 287225 (13.13s/22.99m) [Shuffling 14] loss 5178.9355 lr 0.4350 vocab_size 287225 (13.43s/23.01m) [Shuffling 15] loss 5390.9561 lr 0.4300 vocab_size 287225 (12.82s/22.96m) [Shuffling 16] loss 5497.1265 lr 0.4250 vocab_size 287225 (12.75s/22.91m) [Shuffling 17] loss 4938.5259 lr 0.4200 vocab_size 287225 (13.32s/22.92m) [Shuffling 18] loss 4603.0811 lr 0.4150 vocab_size 287225 (13.12s/22.91m) [Shuffling 19] loss 4199.2886 lr 0.4100 vocab_size 287225 (13.00s/22.89m) [Shuffling 20] loss 4205.9521 lr 0.4050 vocab_size 287225 (12.92s/22.87m) [Shuffling 21] loss 3827.3650 lr 0.4000 vocab_size 287225 (13.14s/22.86m) [Shuffling 22] loss 3799.0071 lr 0.3950 vocab_size 287225 (13.14s/22.86m) [Shuffling 23] loss 3644.7065 lr 0.3900 vocab_size 287225 (12.97s/22.85m) [Shuffling 24] loss 3730.9414 lr 0.3850 vocab_size 287225 (12.92s/22.83m) [Shuffling 25] loss 3660.5562 lr 0.3800 vocab_size 287225 (12.80s/22.80m) [Shuffling 26] loss 3251.0813 lr 0.3750 vocab_size 287225 (13.28s/22.81m) [Shuffling 27] loss 3354.0813 lr 0.3700 vocab_size 287225 (12.68s/22.78m) [Shuffling 28] loss 3076.0527 lr 0.3650 vocab_size 287225 (13.17s/22.79m) [Shuffling 29] loss 3223.0425 lr 0.3600 vocab_size 287225 (12.92s/22.77m) [Shuffling 30] loss 3209.8298 lr 0.3550 vocab_size 287225 (12.92s/22.76m) [Shuffling 31] loss 2782.0027 lr 0.3500 vocab_size 287225 (13.13s/22.76m) [Shuffling 32] loss 2619.1294 lr 0.3450 vocab_size 287225 (13.20s/22.77m) [Shuffling 33] loss 2641.1357 lr 0.3400 vocab_size 287225 (13.00s/22.76m) [Shuffling 34] loss 2518.5042 lr 0.3350 vocab_size 287225 (13.15s/22.76m) [Shuffling 35] loss 2589.2646 lr 0.3300 vocab_size 287225 (12.77s/22.75m) [Shuffling 36] loss 2453.0020 lr 0.3250 vocab_size 287225 (13.13s/22.75m) [Shuffling 37] loss 2232.6411 lr 0.3200 vocab_size 287225 (13.25s/22.75m) [Shuffling 38] loss 2322.1221 lr 0.3150 vocab_size 287225 (12.88s/22.74m) [Shuffling 39] loss 2243.1667 lr 0.3100 vocab_size 287225 (12.80s/22.73m) [Shuffling 40] loss 2409.5227 lr 0.3050 vocab_size 287225 (13.09s/22.73m) [Shuffling 41] loss 2240.4668 lr 0.3000 vocab_size 287225 (12.84s/22.72m) [Shuffling 42] loss 2154.7783 lr 0.2950 vocab_size 287225 (13.29s/22.73m) [Shuffling 43] loss 2151.7554 lr 0.2900 vocab_size 287225 (13.14s/22.73m) [Shuffling 44] loss 2054.6914 lr 0.2850 vocab_size 287225 (13.22s/22.73m) [Shuffling 45] loss 1834.0148 lr 0.2800 vocab_size 287225 (13.32s/22.74m) [Shuffling 46] loss 1878.6704 lr 0.2750 vocab_size 287225 (25.26s/23.18m) [Shuffling 47] loss 1963.8049 lr 0.2700 vocab_size 287225 (12.91s/23.16m) [Shuffling 48] loss 1728.5939 lr 0.2650 vocab_size 287225 (13.13s/23.16m) [Shuffling 49] loss 1793.0056 lr 0.2600 vocab_size 287225 (13.03s/23.15m) [Shuffling 50] loss 1808.7710 lr 0.2550 vocab_size 287225 (12.88s/23.13m) [Shuffling 51] loss 1841.2903 lr 0.2500 vocab_size 287225 (12.87s/23.11m) [Shuffling 52] loss 1852.8347 lr 0.2451 vocab_size 287225 (12.93s/23.10m) [Shuffling 53] loss 1882.5540 lr 0.2401 vocab_size 287225 (13.03s/23.09m) [Shuffling 54] loss 1726.0874 lr 0.2351 vocab_size 287225 (13.22s/23.09m) [Shuffling 55] loss 1564.7853 lr 0.2301 vocab_size 287225 (13.25s/23.09m) [Shuffling 56] loss 1867.5934 lr 0.2251 vocab_size 287225 (12.71s/23.07m) [Shuffling 57] loss 1791.0231 lr 0.2201 vocab_size 287225 (12.68s/23.05m) [Shuffling 58] loss 1622.2015 lr 0.2151 vocab_size 287225 (12.70s/23.04m) [Shuffling 59] loss 1524.4070 lr 0.2101 vocab_size 287225 (13.29s/23.04m) [Shuffling 60] loss 1584.8276 lr 0.2051 vocab_size 287225 (12.80s/23.02m) [Shuffling 61] loss 1762.6111 lr 0.2001 vocab_size 287225 (12.94s/23.01m) [Shuffling 62] loss 1538.3436 lr 0.1951 vocab_size 287225 (12.87s/23.00m) [Shuffling 63] loss 1340.7079 lr 0.1901 vocab_size 287225 (13.23s/23.00m) [Shuffling 64] loss 1341.9215 lr 0.1851 vocab_size 287225 (12.75s/22.99m) [Shuffling 65] loss 1445.7673 lr 0.1801 vocab_size 287225 (12.92s/22.98m) [Shuffling 66] loss 1517.9309 lr 0.1751 vocab_size 287225 (12.87s/22.97m) [Shuffling 67] loss 1469.0500 lr 0.1701 vocab_size 287225 (12.91s/22.96m) [Shuffling 68] loss 1402.5317 lr 0.1651 vocab_size 287225 (12.89s/22.95m) [Shuffling 69] loss 1350.4059 lr 0.1601 vocab_size 287225 (12.96s/22.95m) [Shuffling 70] loss 1382.5769 lr 0.1551 vocab_size 287225 (12.76s/22.94m) [Shuffling 71] loss 1419.7174 lr 0.1501 vocab_size 287225 (12.80s/22.93m) [Shuffling 72] loss 1278.6375 lr 0.1451 vocab_size 287225 (13.25s/22.93m) [Shuffling 73] loss 1429.0315 lr 0.1401 vocab_size 287225 (12.86s/22.92m) [Shuffling 74] loss 1285.8905 lr 0.1351 vocab_size 287225 (12.83s/22.91m) [Shuffling 75] loss 1328.6213 lr 0.1301 vocab_size 287225 (13.05s/22.91m) [Shuffling 76] loss 1469.9012 lr 0.1251 vocab_size 287225 (12.87s/22.90m) [Shuffling 77] loss 1256.0824 lr 0.1201 vocab_size 287225 (13.32s/22.90m) [Shuffling 78] loss 1226.0126 lr 0.1151 vocab_size 287225 (13.26s/22.90m) [Shuffling 79] loss 1303.4678 lr 0.1101 vocab_size 287225 (12.69s/22.89m) [Shuffling 80] loss 1308.4851 lr 0.1051 vocab_size 287225 (12.96s/22.89m) [Shuffling 81] loss 1271.7042 lr 0.1001 vocab_size 287225 (13.05s/22.88m) [Shuffling 82] loss 1458.1476 lr 0.0951 vocab_size 287225 (12.86s/22.88m) [Shuffling 83] loss 1340.3704 lr 0.0901 vocab_size 287225 (12.92s/22.87m) [Shuffling 84] loss 1316.4276 lr 0.0851 vocab_size 287225 (13.01s/22.87m) [Shuffling 85] loss 1164.3911 lr 0.0801 vocab_size 287225 (13.57s/22.88m) [Shuffling 86] loss 1212.7112 lr 0.0751 vocab_size 287225 (12.73s/22.87m) [Shuffling 87] loss 1295.9469 lr 0.0701 vocab_size 287225 (12.87s/22.86m) [Shuffling 88] loss 1123.4769 lr 0.0651 vocab_size 287225 (13.46s/22.87m) [Shuffling 89] loss 1250.8577 lr 0.0601 vocab_size 287225 (12.89s/22.86m) [Shuffling 90] loss 1135.3120 lr 0.0551 vocab_size 287225 (13.04s/22.86m) [Shuffling 91] loss 1134.5383 lr 0.0501 vocab_size 287225 (13.18s/22.86m) [Shuffling 92] loss 1052.3735 lr 0.0451 vocab_size 287225 (13.15s/22.86m) [Shuffling 93] loss 1249.0344 lr 0.0401 vocab_size 287225 (12.77s/22.85m) [Shuffling 94] loss 1142.3602 lr 0.0351 vocab_size 287225 (12.83s/22.85m) [Shuffling 95] loss 1252.6620 lr 0.0301 vocab_size 287225 (12.93s/22.84m) [Shuffling 96] loss 1039.0723 lr 0.0251 vocab_size 287225 (13.14s/22.84m) [Shuffling 97] loss 989.8044 lr 0.0201 vocab_size 287225 (13.30s/22.84m) [Shuffling 98] loss 1104.9585 lr 0.0151 vocab_size 287225 (13.08s/22.84m) [Shuffling 99] loss 1188.0768 lr 0.0101 vocab_size 287225 (13.09s/22.84m) [Shuffling 100] loss 1211.8032 lr 0.0051 vocab_size 287225 (12.97s/22.84m) [03/12/24-21:31:18] Training finished, training Time 22.84m