num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W10D-0.5000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W10D-0.5000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W10D-0.5000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W10D-0.5000r/shuffled_datasets {'num_shuffle': 100, 'embed_dim': 10, 'context_len': 5, 'nworkers': 6, 'save_freq': -1, 'save_dir': '/scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W10D-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 [03/12/24-20:32:20] Start training [03/12/24-20:32:20] Building vocabulary [03/12/24-20:32:53] Vocabulary size is 426964 [Shuffling 1] loss 5965678.5000 lr 0.5000 vocab_size 426964 (19.08s/32.34m) [Shuffling 2] loss 347140.8750 lr 0.4950 vocab_size 426964 (14.52s/28.54m) [Shuffling 3] loss 112773.5859 lr 0.4900 vocab_size 426964 (13.77s/26.86m) [Shuffling 4] loss 59108.9141 lr 0.4850 vocab_size 426964 (14.33s/26.26m) [Shuffling 5] loss 41708.2852 lr 0.4800 vocab_size 426964 (13.82s/25.72m) [Shuffling 6] loss 31375.2969 lr 0.4750 vocab_size 426964 (13.91s/25.39m) [Shuffling 7] loss 26271.8945 lr 0.4700 vocab_size 426964 (14.51s/25.30m) [Shuffling 8] loss 20478.2812 lr 0.4650 vocab_size 426964 (13.98s/25.12m) [Shuffling 9] loss 17686.9082 lr 0.4600 vocab_size 426964 (13.86s/24.95m) [Shuffling 10] loss 15049.4609 lr 0.4550 vocab_size 426964 (13.91s/24.83m) [Shuffling 11] loss 12642.6416 lr 0.4500 vocab_size 426964 (14.18s/24.77m) [Shuffling 12] loss 11743.7490 lr 0.4450 vocab_size 426964 (13.79s/24.67m) [Shuffling 13] loss 11494.0859 lr 0.4400 vocab_size 426964 (14.34s/24.66m) [Shuffling 14] loss 10638.2354 lr 0.4350 vocab_size 426964 (13.98s/24.60m) [Shuffling 15] loss 9271.4395 lr 0.4300 vocab_size 426964 (14.78s/24.64m) [Shuffling 16] loss 8712.2715 lr 0.4250 vocab_size 426964 (13.76s/24.57m) [Shuffling 17] loss 7018.7852 lr 0.4200 vocab_size 426964 (13.78s/24.51m) [Shuffling 18] loss 7074.2559 lr 0.4150 vocab_size 426964 (14.34s/24.50m) [Shuffling 19] loss 6782.5542 lr 0.4100 vocab_size 426964 (14.09s/24.48m) [Shuffling 20] loss 5971.9922 lr 0.4050 vocab_size 426964 (14.16s/24.46m) [Shuffling 21] loss 5965.8428 lr 0.4000 vocab_size 426964 (14.07s/24.44m) [Shuffling 22] loss 5277.8291 lr 0.3950 vocab_size 426964 (14.24s/24.43m) [Shuffling 23] loss 5296.5811 lr 0.3900 vocab_size 426964 (14.13s/24.42m) [Shuffling 24] loss 5314.5117 lr 0.3850 vocab_size 426964 (13.98s/24.40m) [Shuffling 25] loss 4913.6514 lr 0.3800 vocab_size 426964 (14.06s/24.38m) [Shuffling 26] loss 4431.8057 lr 0.3750 vocab_size 426964 (14.00s/24.36m) [Shuffling 27] loss 4224.9258 lr 0.3700 vocab_size 426964 (13.99s/24.34m) [Shuffling 28] loss 4313.0029 lr 0.3650 vocab_size 426964 (13.81s/24.32m) [Shuffling 29] loss 4141.3389 lr 0.3600 vocab_size 426964 (14.04s/24.30m) [Shuffling 30] loss 4038.4158 lr 0.3550 vocab_size 426964 (14.37s/24.31m) [Shuffling 31] loss 3763.9150 lr 0.3500 vocab_size 426964 (14.05s/24.30m) [Shuffling 32] loss 3456.8416 lr 0.3450 vocab_size 426964 (13.95s/24.28m) [Shuffling 33] loss 3814.2190 lr 0.3400 vocab_size 426964 (14.12s/24.28m) [Shuffling 34] loss 3389.5757 lr 0.3350 vocab_size 426964 (14.78s/24.30m) [Shuffling 35] loss 3700.4829 lr 0.3300 vocab_size 426964 (14.25s/24.30m) [Shuffling 36] loss 3673.4529 lr 0.3250 vocab_size 426964 (14.21s/24.30m) [Shuffling 37] loss 3564.1252 lr 0.3200 vocab_size 426964 (13.89s/24.29m) [Shuffling 38] loss 3677.2339 lr 0.3150 vocab_size 426964 (15.27s/24.33m) [Shuffling 39] loss 3056.0847 lr 0.3100 vocab_size 426964 (14.22s/24.33m) [Shuffling 40] loss 2793.6753 lr 0.3050 vocab_size 426964 (14.58s/24.34m) [Shuffling 41] loss 2925.1873 lr 0.3000 vocab_size 426964 (13.91s/24.33m) [Shuffling 42] loss 3102.5718 lr 0.2950 vocab_size 426964 (14.00s/24.32m) [Shuffling 43] loss 2975.5254 lr 0.2900 vocab_size 426964 (13.79s/24.30m) [Shuffling 44] loss 2952.0703 lr 0.2850 vocab_size 426964 (13.64s/24.28m) [Shuffling 45] loss 2497.5942 lr 0.2800 vocab_size 426964 (13.72s/24.26m) [Shuffling 46] loss 2684.7810 lr 0.2750 vocab_size 426964 (13.94s/24.25m) [Shuffling 47] loss 2705.0874 lr 0.2700 vocab_size 426964 (15.35s/24.29m) [Shuffling 48] loss 2478.4980 lr 0.2650 vocab_size 426964 (14.45s/24.30m) [Shuffling 49] loss 2338.9546 lr 0.2600 vocab_size 426964 (14.05s/24.29m) [Shuffling 50] loss 2803.0688 lr 0.2550 vocab_size 426964 (14.08s/24.29m) [Shuffling 51] loss 2685.4424 lr 0.2500 vocab_size 426964 (13.86s/24.27m) [Shuffling 52] loss 2719.8408 lr 0.2451 vocab_size 426964 (13.57s/24.25m) [Shuffling 53] loss 2280.2832 lr 0.2401 vocab_size 426964 (14.01s/24.25m) [Shuffling 54] loss 2266.8198 lr 0.2351 vocab_size 426964 (13.98s/24.24m) [Shuffling 55] loss 2250.9082 lr 0.2301 vocab_size 426964 (13.86s/24.23m) [Shuffling 56] loss 2109.0195 lr 0.2251 vocab_size 426964 (13.85s/24.22m) [Shuffling 57] loss 2049.1824 lr 0.2201 vocab_size 426964 (14.20s/24.22m) [Shuffling 58] loss 1981.5477 lr 0.2151 vocab_size 426964 (13.87s/24.21m) [Shuffling 59] loss 2047.3534 lr 0.2101 vocab_size 426964 (13.72s/24.19m) [Shuffling 60] loss 2069.5657 lr 0.2051 vocab_size 426964 (13.91s/24.19m) [Shuffling 61] loss 2000.2864 lr 0.2001 vocab_size 426964 (13.66s/24.17m) [Shuffling 62] loss 1964.1031 lr 0.1951 vocab_size 426964 (14.08s/24.17m) [Shuffling 63] loss 1748.5592 lr 0.1901 vocab_size 426964 (14.62s/24.18m) [Shuffling 64] loss 1879.4301 lr 0.1851 vocab_size 426964 (13.95s/24.18m) [Shuffling 65] loss 2073.2583 lr 0.1801 vocab_size 426964 (13.73s/24.16m) [Shuffling 66] loss 1836.5121 lr 0.1751 vocab_size 426964 (14.21s/24.16m) [Shuffling 67] loss 1997.5188 lr 0.1701 vocab_size 426964 (13.75s/24.16m) [Shuffling 68] loss 2234.9812 lr 0.1651 vocab_size 426964 (13.89s/24.15m) [Shuffling 69] loss 2753.9939 lr 0.1601 vocab_size 426964 (14.01s/24.15m) [Shuffling 70] loss 2109.8633 lr 0.1551 vocab_size 426964 (13.81s/24.14m) [Shuffling 71] loss 2642.3140 lr 0.1501 vocab_size 426964 (14.68s/24.15m) [Shuffling 72] loss 2129.9084 lr 0.1451 vocab_size 426964 (14.00s/24.15m) [Shuffling 73] loss 2209.7620 lr 0.1401 vocab_size 426964 (13.93s/24.14m) [Shuffling 74] loss 1815.0322 lr 0.1351 vocab_size 426964 (13.85s/24.13m) [Shuffling 75] loss 2588.4636 lr 0.1301 vocab_size 426964 (14.17s/24.13m) [Shuffling 76] loss 1742.3577 lr 0.1251 vocab_size 426964 (14.12s/24.13m) [Shuffling 77] loss 1944.7434 lr 0.1201 vocab_size 426964 (13.70s/24.12m) [Shuffling 78] loss 1841.5054 lr 0.1151 vocab_size 426964 (13.87s/24.12m) [Shuffling 79] loss 1798.1984 lr 0.1101 vocab_size 426964 (13.76s/24.11m) [Shuffling 80] loss 1999.9392 lr 0.1051 vocab_size 426964 (13.94s/24.11m) [Shuffling 81] loss 1704.5256 lr 0.1001 vocab_size 426964 (14.11s/24.11m) [Shuffling 82] loss 1697.0624 lr 0.0951 vocab_size 426964 (14.41s/24.11m) [Shuffling 83] loss 1670.2328 lr 0.0901 vocab_size 426964 (14.10s/24.11m) [Shuffling 84] loss 2276.6877 lr 0.0851 vocab_size 426964 (13.81s/24.10m) [Shuffling 85] loss 2142.3567 lr 0.0801 vocab_size 426964 (13.71s/24.10m) [Shuffling 86] loss 1650.7041 lr 0.0751 vocab_size 426964 (14.46s/24.10m) [Shuffling 87] loss 1663.4957 lr 0.0701 vocab_size 426964 (14.02s/24.10m) [Shuffling 88] loss 2039.4957 lr 0.0651 vocab_size 426964 (13.87s/24.10m) [Shuffling 89] loss 1659.1230 lr 0.0601 vocab_size 426964 (14.75s/24.11m) [Shuffling 90] loss 1709.3585 lr 0.0551 vocab_size 426964 (13.77s/24.10m) [Shuffling 91] loss 1845.1628 lr 0.0501 vocab_size 426964 (13.64s/24.09m) [Shuffling 92] loss 1961.7098 lr 0.0451 vocab_size 426964 (13.90s/24.09m) [Shuffling 93] loss 1680.9283 lr 0.0401 vocab_size 426964 (13.85s/24.08m) [Shuffling 94] loss 1914.4427 lr 0.0351 vocab_size 426964 (13.77s/24.08m) [Shuffling 95] loss 1383.3514 lr 0.0301 vocab_size 426964 (14.54s/24.08m) [Shuffling 96] loss 2252.0386 lr 0.0251 vocab_size 426964 (14.04s/24.08m) [Shuffling 97] loss 1913.6276 lr 0.0201 vocab_size 426964 (15.65s/24.11m) [Shuffling 98] loss 2681.0884 lr 0.0151 vocab_size 426964 (13.75s/24.10m) [Shuffling 99] loss 1688.2501 lr 0.0101 vocab_size 426964 (14.39s/24.11m) [Shuffling 100] loss 1745.5289 lr 0.0051 vocab_size 426964 (33.36s/24.43m) [03/12/24-20:56:46] Training finished, training Time 24.43m