num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W10D-0.5000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W10D-0.5000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W10D-0.5000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W10D-0.5000r/shuffled_datasets {'num_shuffle': 100, 'embed_dim': 10, 'context_len': 50, 'nworkers': 6, 'save_freq': -1, 'save_dir': '/scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W10D-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 [03/12/24-19:26:02] Start training [03/12/24-19:26:02] Building vocabulary [03/12/24-19:26:21] Vocabulary size is 232626 [Shuffling 1] loss 1546269.0000 lr 0.5000 vocab_size 232626 (8.43s/14.37m) [Shuffling 2] loss 44013.1562 lr 0.4950 vocab_size 232626 (8.55s/14.47m) [Shuffling 3] loss 23270.6523 lr 0.4900 vocab_size 232626 (8.68s/14.57m) [Shuffling 4] loss 16301.9346 lr 0.4850 vocab_size 232626 (8.79s/14.67m) [Shuffling 5] loss 14325.1963 lr 0.4800 vocab_size 232626 (8.66s/14.69m) [Shuffling 6] loss 10362.9033 lr 0.4750 vocab_size 232626 (8.73s/14.72m) [Shuffling 7] loss 9135.7129 lr 0.4700 vocab_size 232626 (8.68s/14.73m) [Shuffling 8] loss 8122.5884 lr 0.4650 vocab_size 232626 (8.58s/14.71m) [Shuffling 9] loss 7656.1426 lr 0.4600 vocab_size 232626 (8.77s/14.74m) [Shuffling 10] loss 7226.4209 lr 0.4550 vocab_size 232626 (8.69s/14.74m) [Shuffling 11] loss 5925.0103 lr 0.4500 vocab_size 232626 (8.74s/14.76m) [Shuffling 12] loss 5293.6567 lr 0.4450 vocab_size 232626 (8.74s/14.77m) [Shuffling 13] loss 5060.6968 lr 0.4400 vocab_size 232626 (8.59s/14.76m) [Shuffling 14] loss 4611.0664 lr 0.4350 vocab_size 232626 (8.80s/14.77m) [Shuffling 15] loss 3934.8303 lr 0.4300 vocab_size 232626 (8.57s/14.76m) [Shuffling 16] loss 3849.8657 lr 0.4250 vocab_size 232626 (8.70s/14.77m) [Shuffling 17] loss 3597.0374 lr 0.4200 vocab_size 232626 (8.63s/14.76m) [Shuffling 18] loss 3668.8635 lr 0.4150 vocab_size 232626 (8.55s/14.75m) [Shuffling 19] loss 3256.0188 lr 0.4100 vocab_size 232626 (8.69s/14.75m) [Shuffling 20] loss 3255.0540 lr 0.4050 vocab_size 232626 (8.54s/14.74m) [Shuffling 21] loss 3080.4927 lr 0.4000 vocab_size 232626 (8.82s/14.76m) [Shuffling 22] loss 2974.5847 lr 0.3950 vocab_size 232626 (8.65s/14.76m) [Shuffling 23] loss 2748.7744 lr 0.3900 vocab_size 232626 (8.62s/14.75m) [Shuffling 24] loss 2523.3779 lr 0.3850 vocab_size 232626 (8.69s/14.76m) [Shuffling 25] loss 2518.5334 lr 0.3800 vocab_size 232626 (8.64s/14.75m) [Shuffling 26] loss 2433.5557 lr 0.3750 vocab_size 232626 (8.77s/14.76m) [Shuffling 27] loss 2236.5874 lr 0.3700 vocab_size 232626 (8.63s/14.76m) [Shuffling 28] loss 2079.5840 lr 0.3650 vocab_size 232626 (8.69s/14.76m) [Shuffling 29] loss 2205.7908 lr 0.3600 vocab_size 232626 (8.53s/14.75m) [Shuffling 30] loss 2129.2976 lr 0.3550 vocab_size 232626 (8.42s/14.74m) [Shuffling 31] loss 2173.5920 lr 0.3500 vocab_size 232626 (8.52s/14.73m) [Shuffling 32] loss 1976.3424 lr 0.3450 vocab_size 232626 (8.59s/14.73m) [Shuffling 33] loss 1901.1786 lr 0.3400 vocab_size 232626 (8.56s/14.73m) [Shuffling 34] loss 1977.7458 lr 0.3350 vocab_size 232626 (8.52s/14.72m) [Shuffling 35] loss 1869.0702 lr 0.3300 vocab_size 232626 (8.53s/14.71m) [Shuffling 36] loss 1876.8746 lr 0.3250 vocab_size 232626 (8.56s/14.71m) [Shuffling 37] loss 1753.4268 lr 0.3200 vocab_size 232626 (8.66s/14.71m) [Shuffling 38] loss 1488.4977 lr 0.3150 vocab_size 232626 (8.55s/14.71m) [Shuffling 39] loss 1692.9364 lr 0.3100 vocab_size 232626 (8.57s/14.71m) [Shuffling 40] loss 1535.3500 lr 0.3050 vocab_size 232626 (8.34s/14.69m) [Shuffling 41] loss 1583.5416 lr 0.3000 vocab_size 232626 (8.61s/14.69m) [Shuffling 42] loss 1567.6492 lr 0.2950 vocab_size 232626 (8.42s/14.68m) [Shuffling 43] loss 1441.7743 lr 0.2900 vocab_size 232626 (8.66s/14.69m) [Shuffling 44] loss 1518.1478 lr 0.2850 vocab_size 232626 (8.61s/14.69m) [Shuffling 45] loss 1332.8655 lr 0.2800 vocab_size 232626 (8.35s/14.68m) [Shuffling 46] loss 1367.8109 lr 0.2750 vocab_size 232626 (8.57s/14.67m) [Shuffling 47] loss 1312.1271 lr 0.2700 vocab_size 232626 (8.58s/14.67m) [Shuffling 48] loss 1384.5009 lr 0.2650 vocab_size 232626 (8.34s/14.66m) [Shuffling 49] loss 1277.3254 lr 0.2600 vocab_size 232626 (8.60s/14.66m) [Shuffling 50] loss 1203.0311 lr 0.2550 vocab_size 232626 (8.55s/14.66m) [Shuffling 51] loss 1263.4808 lr 0.2500 vocab_size 232626 (8.45s/14.66m) [Shuffling 52] loss 1228.3964 lr 0.2451 vocab_size 232626 (8.48s/14.65m) [Shuffling 53] loss 1327.9762 lr 0.2401 vocab_size 232626 (8.36s/14.65m) [Shuffling 54] loss 1138.2776 lr 0.2351 vocab_size 232626 (8.73s/14.65m) [Shuffling 55] loss 1050.1470 lr 0.2301 vocab_size 232626 (8.60s/14.65m) [Shuffling 56] loss 1177.3159 lr 0.2251 vocab_size 232626 (8.38s/14.64m) [Shuffling 57] loss 1223.0232 lr 0.2201 vocab_size 232626 (8.55s/14.64m) [Shuffling 58] loss 1215.6863 lr 0.2151 vocab_size 232626 (8.35s/14.64m) [Shuffling 59] loss 1023.8275 lr 0.2101 vocab_size 232626 (8.51s/14.63m) [Shuffling 60] loss 994.1984 lr 0.2051 vocab_size 232626 (8.66s/14.63m) [Shuffling 61] loss 990.1079 lr 0.2001 vocab_size 232626 (8.65s/14.64m) [Shuffling 62] loss 923.1182 lr 0.1951 vocab_size 232626 (8.71s/14.64m) [Shuffling 63] loss 1228.0334 lr 0.1901 vocab_size 232626 (8.46s/14.64m) [Shuffling 64] loss 981.1455 lr 0.1851 vocab_size 232626 (8.44s/14.63m) [Shuffling 65] loss 1010.5592 lr 0.1801 vocab_size 232626 (8.53s/14.63m) [Shuffling 66] loss 997.5989 lr 0.1751 vocab_size 232626 (8.28s/14.62m) [Shuffling 67] loss 937.8920 lr 0.1701 vocab_size 232626 (8.51s/14.62m) [Shuffling 68] loss 799.2372 lr 0.1651 vocab_size 232626 (8.59s/14.62m) [Shuffling 69] loss 1038.9904 lr 0.1601 vocab_size 232626 (8.37s/14.62m) [Shuffling 70] loss 953.6461 lr 0.1551 vocab_size 232626 (8.51s/14.61m) [Shuffling 71] loss 1074.3441 lr 0.1501 vocab_size 232626 (8.49s/14.61m) [Shuffling 72] loss 1059.0660 lr 0.1451 vocab_size 232626 (8.35s/14.61m) [Shuffling 73] loss 1006.6608 lr 0.1401 vocab_size 232626 (8.36s/14.60m) [Shuffling 74] loss 911.6638 lr 0.1351 vocab_size 232626 (8.37s/14.60m) [Shuffling 75] loss 1026.9917 lr 0.1301 vocab_size 232626 (8.37s/14.59m) [Shuffling 76] loss 1145.0319 lr 0.1251 vocab_size 232626 (8.49s/14.59m) [Shuffling 77] loss 801.6122 lr 0.1201 vocab_size 232626 (8.22s/14.58m) [Shuffling 78] loss 1041.3300 lr 0.1151 vocab_size 232626 (8.47s/14.58m) [Shuffling 79] loss 889.7416 lr 0.1101 vocab_size 232626 (8.41s/14.58m) [Shuffling 80] loss 886.9507 lr 0.1051 vocab_size 232626 (8.24s/14.57m) [Shuffling 81] loss 901.0204 lr 0.1001 vocab_size 232626 (8.43s/14.57m) [Shuffling 82] loss 806.4657 lr 0.0951 vocab_size 232626 (8.26s/14.56m) [Shuffling 83] loss 849.3314 lr 0.0901 vocab_size 232626 (8.22s/14.56m) [Shuffling 84] loss 883.4498 lr 0.0851 vocab_size 232626 (8.42s/14.56m) [Shuffling 85] loss 816.7792 lr 0.0801 vocab_size 232626 (8.26s/14.55m) [Shuffling 86] loss 725.4294 lr 0.0751 vocab_size 232626 (8.35s/14.55m) [Shuffling 87] loss 784.1570 lr 0.0701 vocab_size 232626 (8.32s/14.54m) [Shuffling 88] loss 777.1871 lr 0.0651 vocab_size 232626 (8.11s/14.53m) [Shuffling 89] loss 779.1453 lr 0.0601 vocab_size 232626 (8.36s/14.53m) [Shuffling 90] loss 815.5558 lr 0.0551 vocab_size 232626 (8.34s/14.53m) [Shuffling 91] loss 1053.1151 lr 0.0501 vocab_size 232626 (8.31s/14.52m) [Shuffling 92] loss 672.1230 lr 0.0451 vocab_size 232626 (8.35s/14.52m) [Shuffling 93] loss 852.0908 lr 0.0401 vocab_size 232626 (8.11s/14.51m) [Shuffling 94] loss 828.2705 lr 0.0351 vocab_size 232626 (8.30s/14.51m) [Shuffling 95] loss 818.8510 lr 0.0301 vocab_size 232626 (7.85s/14.50m) [Shuffling 96] loss 849.8998 lr 0.0251 vocab_size 232626 (7.38s/14.48m) [Shuffling 97] loss 825.0193 lr 0.0201 vocab_size 232626 (7.85s/14.47m) [Shuffling 98] loss 784.3013 lr 0.0151 vocab_size 232626 (19.46s/14.65m) [Shuffling 99] loss 812.0728 lr 0.0101 vocab_size 232626 (19.33s/14.83m) [Shuffling 100] loss 669.2633 lr 0.0051 vocab_size 232626 (19.67s/15.02m) [03/12/24-19:41:03] Training finished, training Time 15.02m