num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W100D-0.5000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W100D-0.5000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W100D-0.5000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/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_Medium/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} Using cbow, negative sampling with 5 negative samples [03/12/24-19:57:31] Start training [03/12/24-19:57:31] Building vocabulary [03/12/24-19:57:51] Vocabulary size is 232626 [Shuffling 1] loss 929215.4375 lr 0.5000 vocab_size 232626 (11.18s/18.96m) [Shuffling 2] loss 40609.7148 lr 0.4950 vocab_size 232626 (10.99s/18.80m) [Shuffling 3] loss 23763.3066 lr 0.4900 vocab_size 232626 (11.12s/18.82m) [Shuffling 4] loss 16909.9551 lr 0.4850 vocab_size 232626 (11.01s/18.79m) [Shuffling 5] loss 13085.3574 lr 0.4800 vocab_size 232626 (11.04s/18.78m) [Shuffling 6] loss 11465.7314 lr 0.4750 vocab_size 232626 (11.11s/18.79m) [Shuffling 7] loss 9474.5781 lr 0.4700 vocab_size 232626 (10.95s/18.76m) [Shuffling 8] loss 7545.3472 lr 0.4650 vocab_size 232626 (11.00s/18.74m) [Shuffling 9] loss 7351.8462 lr 0.4600 vocab_size 232626 (11.03s/18.74m) [Shuffling 10] loss 6496.1045 lr 0.4550 vocab_size 232626 (11.17s/18.76m) [Shuffling 11] loss 6313.0337 lr 0.4500 vocab_size 232626 (11.06s/18.76m) [Shuffling 12] loss 5351.9189 lr 0.4450 vocab_size 232626 (11.15s/18.78m) [Shuffling 13] loss 5262.3896 lr 0.4400 vocab_size 232626 (10.99s/18.77m) [Shuffling 14] loss 4757.6582 lr 0.4350 vocab_size 232626 (10.94s/18.75m) [Shuffling 15] loss 4283.5181 lr 0.4300 vocab_size 232626 (11.02s/18.75m) [Shuffling 16] loss 4072.6038 lr 0.4250 vocab_size 232626 (11.12s/18.75m) [Shuffling 17] loss 3888.7014 lr 0.4200 vocab_size 232626 (11.09s/18.76m) [Shuffling 18] loss 3482.7295 lr 0.4150 vocab_size 232626 (11.16s/18.77m) [Shuffling 19] loss 3598.9727 lr 0.4100 vocab_size 232626 (10.72s/18.74m) [Shuffling 20] loss 3605.2795 lr 0.4050 vocab_size 232626 (10.72s/18.71m) [Shuffling 21] loss 3290.0056 lr 0.4000 vocab_size 232626 (11.08s/18.71m) [Shuffling 22] loss 3191.4541 lr 0.3950 vocab_size 232626 (10.98s/18.71m) [Shuffling 23] loss 2962.1406 lr 0.3900 vocab_size 232626 (11.09s/18.71m) [Shuffling 24] loss 2754.8523 lr 0.3850 vocab_size 232626 (11.01s/18.71m) [Shuffling 25] loss 2400.5442 lr 0.3800 vocab_size 232626 (11.00s/18.71m) [Shuffling 26] loss 2586.5906 lr 0.3750 vocab_size 232626 (10.77s/18.69m) [Shuffling 27] loss 2510.4961 lr 0.3700 vocab_size 232626 (10.67s/18.67m) [Shuffling 28] loss 2502.6931 lr 0.3650 vocab_size 232626 (10.84s/18.66m) [Shuffling 29] loss 2299.8169 lr 0.3600 vocab_size 232626 (11.00s/18.66m) [Shuffling 30] loss 2231.5930 lr 0.3550 vocab_size 232626 (10.87s/18.66m) [Shuffling 31] loss 2160.7371 lr 0.3500 vocab_size 232626 (11.01s/18.66m) [Shuffling 32] loss 2189.2056 lr 0.3450 vocab_size 232626 (10.72s/18.64m) [Shuffling 33] loss 2104.0657 lr 0.3400 vocab_size 232626 (11.06s/18.65m) [Shuffling 34] loss 1956.8776 lr 0.3350 vocab_size 232626 (11.10s/18.65m) [Shuffling 35] loss 2011.5867 lr 0.3300 vocab_size 232626 (10.75s/18.64m) [Shuffling 36] loss 1881.0192 lr 0.3250 vocab_size 232626 (11.13s/18.65m) [Shuffling 37] loss 1959.6012 lr 0.3200 vocab_size 232626 (10.95s/18.64m) [Shuffling 38] loss 1987.7961 lr 0.3150 vocab_size 232626 (10.80s/18.64m) [Shuffling 39] loss 1915.5867 lr 0.3100 vocab_size 232626 (10.94s/18.63m) [Shuffling 40] loss 1602.7010 lr 0.3050 vocab_size 232626 (11.10s/18.64m) [Shuffling 41] loss 1497.6663 lr 0.3000 vocab_size 232626 (11.19s/18.65m) [Shuffling 42] loss 1687.5325 lr 0.2950 vocab_size 232626 (10.68s/18.64m) [Shuffling 43] loss 1811.0438 lr 0.2900 vocab_size 232626 (10.69s/18.62m) [Shuffling 44] loss 1576.5172 lr 0.2850 vocab_size 232626 (10.69s/18.61m) [Shuffling 45] loss 1678.1423 lr 0.2800 vocab_size 232626 (10.75s/18.61m) [Shuffling 46] loss 1518.3657 lr 0.2750 vocab_size 232626 (10.64s/18.59m) [Shuffling 47] loss 1502.9598 lr 0.2700 vocab_size 232626 (10.69s/18.58m) [Shuffling 48] loss 1345.7981 lr 0.2650 vocab_size 232626 (10.87s/18.58m) [Shuffling 49] loss 1488.8361 lr 0.2600 vocab_size 232626 (10.74s/18.57m) [Shuffling 50] loss 1420.2723 lr 0.2550 vocab_size 232626 (10.64s/18.56m) [Shuffling 51] loss 1460.5295 lr 0.2500 vocab_size 232626 (10.78s/18.56m) [Shuffling 52] loss 1304.6694 lr 0.2451 vocab_size 232626 (10.97s/18.56m) [Shuffling 53] loss 1271.3921 lr 0.2401 vocab_size 232626 (10.88s/18.56m) [Shuffling 54] loss 1357.6715 lr 0.2351 vocab_size 232626 (10.70s/18.55m) [Shuffling 55] loss 1427.6674 lr 0.2301 vocab_size 232626 (10.72s/18.54m) [Shuffling 56] loss 1165.2833 lr 0.2251 vocab_size 232626 (10.87s/18.54m) [Shuffling 57] loss 1411.8064 lr 0.2201 vocab_size 232626 (10.66s/18.53m) [Shuffling 58] loss 1345.1079 lr 0.2151 vocab_size 232626 (10.64s/18.53m) [Shuffling 59] loss 1349.5779 lr 0.2101 vocab_size 232626 (10.55s/18.52m) [Shuffling 60] loss 1189.8258 lr 0.2051 vocab_size 232626 (10.55s/18.51m) [Shuffling 61] loss 1308.9541 lr 0.2001 vocab_size 232626 (10.65s/18.50m) [Shuffling 62] loss 1248.9310 lr 0.1951 vocab_size 232626 (10.68s/18.49m) [Shuffling 63] loss 1187.4728 lr 0.1901 vocab_size 232626 (10.87s/18.49m) [Shuffling 64] loss 1136.7958 lr 0.1851 vocab_size 232626 (10.86s/18.49m) [Shuffling 65] loss 1095.4482 lr 0.1801 vocab_size 232626 (11.00s/18.49m) [Shuffling 66] loss 1134.2125 lr 0.1751 vocab_size 232626 (10.73s/18.49m) [Shuffling 67] loss 1169.6835 lr 0.1701 vocab_size 232626 (10.65s/18.48m) [Shuffling 68] loss 1082.1188 lr 0.1651 vocab_size 232626 (10.98s/18.49m) [Shuffling 69] loss 1250.3171 lr 0.1601 vocab_size 232626 (10.69s/18.48m) [Shuffling 70] loss 1236.1149 lr 0.1551 vocab_size 232626 (10.62s/18.47m) [Shuffling 71] loss 1201.5034 lr 0.1501 vocab_size 232626 (10.76s/18.47m) [Shuffling 72] loss 1075.5990 lr 0.1451 vocab_size 232626 (11.15s/18.48m) [Shuffling 73] loss 1061.8561 lr 0.1401 vocab_size 232626 (10.90s/18.48m) [Shuffling 74] loss 1020.9717 lr 0.1351 vocab_size 232626 (11.10s/18.48m) [Shuffling 75] loss 1027.2488 lr 0.1301 vocab_size 232626 (10.62s/18.48m) [Shuffling 76] loss 1240.2622 lr 0.1251 vocab_size 232626 (10.81s/18.47m) [Shuffling 77] loss 1087.3192 lr 0.1201 vocab_size 232626 (10.70s/18.47m) [Shuffling 78] loss 1178.4241 lr 0.1151 vocab_size 232626 (10.72s/18.47m) [Shuffling 79] loss 1111.0929 lr 0.1101 vocab_size 232626 (10.73s/18.46m) [Shuffling 80] loss 984.3253 lr 0.1051 vocab_size 232626 (10.87s/18.46m) [Shuffling 81] loss 1026.2124 lr 0.1001 vocab_size 232626 (10.90s/18.46m) [Shuffling 82] loss 1221.1327 lr 0.0951 vocab_size 232626 (10.76s/18.46m) [Shuffling 83] loss 789.0405 lr 0.0901 vocab_size 232626 (10.86s/18.46m) [Shuffling 84] loss 1080.9901 lr 0.0851 vocab_size 232626 (10.71s/18.46m) [Shuffling 85] loss 1095.0930 lr 0.0801 vocab_size 232626 (10.72s/18.45m) [Shuffling 86] loss 972.4121 lr 0.0751 vocab_size 232626 (10.63s/18.45m) [Shuffling 87] loss 1057.7556 lr 0.0701 vocab_size 232626 (10.81s/18.45m) [Shuffling 88] loss 1032.2445 lr 0.0651 vocab_size 232626 (10.73s/18.45m) [Shuffling 89] loss 996.9342 lr 0.0601 vocab_size 232626 (10.85s/18.45m) [Shuffling 90] loss 936.8823 lr 0.0551 vocab_size 232626 (10.63s/18.44m) [Shuffling 91] loss 989.2993 lr 0.0501 vocab_size 232626 (10.74s/18.44m) [Shuffling 92] loss 1081.9611 lr 0.0451 vocab_size 232626 (10.56s/18.43m) [Shuffling 93] loss 946.3137 lr 0.0401 vocab_size 232626 (10.68s/18.43m) [Shuffling 94] loss 1168.1268 lr 0.0351 vocab_size 232626 (10.65s/18.43m) [Shuffling 95] loss 1148.2321 lr 0.0301 vocab_size 232626 (10.83s/18.43m) [Shuffling 96] loss 858.6340 lr 0.0251 vocab_size 232626 (10.53s/18.42m) [Shuffling 97] loss 913.3909 lr 0.0201 vocab_size 232626 (10.67s/18.42m) [Shuffling 98] loss 827.8844 lr 0.0151 vocab_size 232626 (10.65s/18.41m) [Shuffling 99] loss 969.6508 lr 0.0101 vocab_size 232626 (13.51s/18.46m) [Shuffling 100] loss 840.2895 lr 0.0051 vocab_size 232626 (21.76s/18.64m) [03/12/24-20:16:10] Training finished, training Time 18.64m