num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/50W10D-0.5000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/50W10D-0.5000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/50W10D-0.5000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/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_dhs/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 [03/29/24-15:27:26] Start training [03/29/24-15:27:26] Building vocabulary [03/29/24-15:28:06] Vocabulary size is 561580 [Shuffling 1] loss 4114817.2500 lr 0.5000 vocab_size 561580 (18.33s/31.20m) [Shuffling 2] loss 143001.1562 lr 0.4950 vocab_size 561580 (18.48s/31.34m) [Shuffling 3] loss 67770.5469 lr 0.4900 vocab_size 561580 (18.39s/31.33m) [Shuffling 4] loss 44418.8711 lr 0.4850 vocab_size 561580 (18.46s/31.35m) [Shuffling 5] loss 35205.6875 lr 0.4800 vocab_size 561580 (18.45s/31.36m) [Shuffling 6] loss 28025.3828 lr 0.4750 vocab_size 561580 (18.25s/31.32m) [Shuffling 7] loss 24057.0430 lr 0.4700 vocab_size 561580 (18.40s/31.32m) [Shuffling 8] loss 18208.7246 lr 0.4650 vocab_size 561580 (18.49s/31.34m) [Shuffling 9] loss 19606.6680 lr 0.4600 vocab_size 561580 (18.08s/31.28m) [Shuffling 10] loss 17171.2148 lr 0.4550 vocab_size 561580 (18.17s/31.25m) [Shuffling 11] loss 14560.2373 lr 0.4500 vocab_size 561580 (17.58s/31.13m) [Shuffling 12] loss 12845.8105 lr 0.4450 vocab_size 561580 (17.43s/31.01m) [Shuffling 13] loss 12637.1494 lr 0.4400 vocab_size 561580 (17.60s/30.93m) [Shuffling 14] loss 12073.8584 lr 0.4350 vocab_size 561580 (17.57s/30.86m) [Shuffling 15] loss 11181.2988 lr 0.4300 vocab_size 561580 (17.56s/30.80m) [Shuffling 16] loss 10575.6406 lr 0.4250 vocab_size 561580 (17.63s/30.75m) [Shuffling 17] loss 10180.6699 lr 0.4200 vocab_size 561580 (17.49s/30.70m) [Shuffling 18] loss 8632.3574 lr 0.4150 vocab_size 561580 (17.60s/30.66m) [Shuffling 19] loss 8737.9316 lr 0.4100 vocab_size 561580 (17.32s/30.60m) [Shuffling 20] loss 8292.8076 lr 0.4050 vocab_size 561580 (17.55s/30.57m) [Shuffling 21] loss 7765.3433 lr 0.4000 vocab_size 561580 (17.54s/30.53m) [Shuffling 22] loss 7158.5039 lr 0.3950 vocab_size 561580 (17.46s/30.50m) [Shuffling 23] loss 7792.7559 lr 0.3900 vocab_size 561580 (17.39s/30.46m) [Shuffling 24] loss 7505.5732 lr 0.3850 vocab_size 561580 (17.48s/30.43m) [Shuffling 25] loss 6331.5093 lr 0.3800 vocab_size 561580 (17.39s/30.40m) [Shuffling 26] loss 6761.7402 lr 0.3750 vocab_size 561580 (17.40s/30.38m) [Shuffling 27] loss 6665.2729 lr 0.3700 vocab_size 561580 (17.30s/30.34m) [Shuffling 28] loss 5548.2236 lr 0.3650 vocab_size 561580 (17.27s/30.31m) [Shuffling 29] loss 5887.3618 lr 0.3600 vocab_size 561580 (17.12s/30.27m) [Shuffling 30] loss 5550.5449 lr 0.3550 vocab_size 561580 (17.11s/30.24m) [Shuffling 31] loss 5908.9600 lr 0.3500 vocab_size 561580 (16.99s/30.20m) [Shuffling 32] loss 4749.1260 lr 0.3450 vocab_size 561580 (17.44s/30.18m) [Shuffling 33] loss 5009.0898 lr 0.3400 vocab_size 561580 (17.04s/30.15m) [Shuffling 34] loss 5097.9731 lr 0.3350 vocab_size 561580 (17.13s/30.12m) [Shuffling 35] loss 5273.3325 lr 0.3300 vocab_size 561580 (17.13s/30.09m) [Shuffling 36] loss 4790.0474 lr 0.3250 vocab_size 561580 (17.11s/30.07m) [Shuffling 37] loss 4187.9302 lr 0.3200 vocab_size 561580 (17.46s/30.06m) [Shuffling 38] loss 4780.1851 lr 0.3150 vocab_size 561580 (17.13s/30.04m) [Shuffling 39] loss 4292.7666 lr 0.3100 vocab_size 561580 (17.27s/30.02m) [Shuffling 40] loss 4543.2495 lr 0.3050 vocab_size 561580 (17.25s/30.01m) [Shuffling 41] loss 4267.4082 lr 0.3000 vocab_size 561580 (17.21s/29.99m) [Shuffling 42] loss 3733.7729 lr 0.2950 vocab_size 561580 (17.38s/29.98m) [Shuffling 43] loss 3744.9290 lr 0.2900 vocab_size 561580 (17.08s/29.96m) [Shuffling 44] loss 4083.3198 lr 0.2850 vocab_size 561580 (17.03s/29.94m) [Shuffling 45] loss 3710.5906 lr 0.2800 vocab_size 561580 (17.34s/29.93m) [Shuffling 46] loss 3273.2766 lr 0.2750 vocab_size 561580 (17.27s/29.92m) [Shuffling 47] loss 3298.9966 lr 0.2700 vocab_size 561580 (17.05s/29.91m) [Shuffling 48] loss 3935.8420 lr 0.2650 vocab_size 561580 (17.40s/29.90m) [Shuffling 49] loss 3604.8342 lr 0.2600 vocab_size 561580 (17.29s/29.89m) [Shuffling 50] loss 3637.3572 lr 0.2550 vocab_size 561580 (17.26s/29.88m) [Shuffling 51] loss 3308.3755 lr 0.2500 vocab_size 561580 (17.22s/29.87m) [Shuffling 52] loss 3348.6636 lr 0.2451 vocab_size 561580 (17.06s/29.86m) [Shuffling 53] loss 3443.4351 lr 0.2401 vocab_size 561580 (17.16s/29.85m) [Shuffling 54] loss 2955.8381 lr 0.2351 vocab_size 561580 (17.46s/29.85m) [Shuffling 55] loss 3060.0439 lr 0.2301 vocab_size 561580 (16.94s/29.83m) [Shuffling 56] loss 3197.3684 lr 0.2251 vocab_size 561580 (16.97s/29.81m) [Shuffling 57] loss 3563.2922 lr 0.2201 vocab_size 561580 (16.96s/29.80m) [Shuffling 58] loss 3142.5393 lr 0.2151 vocab_size 561580 (16.90s/29.78m) [Shuffling 59] loss 3349.9548 lr 0.2101 vocab_size 561580 (16.82s/29.76m) [Shuffling 60] loss 2938.0244 lr 0.2051 vocab_size 561580 (17.27s/29.76m) [Shuffling 61] loss 2486.6687 lr 0.2001 vocab_size 561580 (17.23s/29.75m) [Shuffling 62] loss 2884.4324 lr 0.1951 vocab_size 561580 (16.81s/29.73m) [Shuffling 63] loss 2641.1963 lr 0.1901 vocab_size 561580 (16.90s/29.72m) [Shuffling 64] loss 2817.9124 lr 0.1851 vocab_size 561580 (16.80s/29.70m) [Shuffling 65] loss 2941.9707 lr 0.1801 vocab_size 561580 (16.93s/29.69m) [Shuffling 66] loss 2924.0564 lr 0.1751 vocab_size 561580 (17.00s/29.68m) [Shuffling 67] loss 2436.9268 lr 0.1701 vocab_size 561580 (17.29s/29.68m) [Shuffling 68] loss 2567.9592 lr 0.1651 vocab_size 561580 (17.01s/29.67m) [Shuffling 69] loss 2761.2661 lr 0.1601 vocab_size 561580 (17.08s/29.66m) [Shuffling 70] loss 2266.8970 lr 0.1551 vocab_size 561580 (17.17s/29.65m) [Shuffling 71] loss 2359.6221 lr 0.1501 vocab_size 561580 (16.96s/29.64m) [Shuffling 72] loss 2829.5676 lr 0.1451 vocab_size 561580 (17.14s/29.64m) [Shuffling 73] loss 2413.7412 lr 0.1401 vocab_size 561580 (16.95s/29.63m) [Shuffling 74] loss 2258.4475 lr 0.1351 vocab_size 561580 (17.20s/29.62m) [Shuffling 75] loss 2404.5486 lr 0.1301 vocab_size 561580 (16.88s/29.61m) [Shuffling 76] loss 2328.0586 lr 0.1251 vocab_size 561580 (16.89s/29.60m) [Shuffling 77] loss 2187.2283 lr 0.1201 vocab_size 561580 (17.17s/29.60m) [Shuffling 78] loss 2486.0903 lr 0.1151 vocab_size 561580 (17.03s/29.59m) [Shuffling 79] loss 2446.0518 lr 0.1101 vocab_size 561580 (17.02s/29.58m) [Shuffling 80] loss 2504.7219 lr 0.1051 vocab_size 561580 (16.90s/29.57m) [Shuffling 81] loss 2286.7500 lr 0.1001 vocab_size 561580 (16.92s/29.57m) [Shuffling 82] loss 2271.7395 lr 0.0951 vocab_size 561580 (17.09s/29.56m) [Shuffling 83] loss 2245.9595 lr 0.0901 vocab_size 561580 (16.78s/29.55m) [Shuffling 84] loss 2010.4294 lr 0.0851 vocab_size 561580 (17.22s/29.55m) [Shuffling 85] loss 2058.3962 lr 0.0801 vocab_size 561580 (16.82s/29.54m) [Shuffling 86] loss 2283.1165 lr 0.0751 vocab_size 561580 (17.01s/29.53m) [Shuffling 87] loss 1909.5717 lr 0.0701 vocab_size 561580 (17.14s/29.53m) [Shuffling 88] loss 2199.9163 lr 0.0651 vocab_size 561580 (16.95s/29.52m) [Shuffling 89] loss 2130.6848 lr 0.0601 vocab_size 561580 (17.05s/29.52m) [Shuffling 90] loss 2565.0654 lr 0.0551 vocab_size 561580 (16.92s/29.51m) [Shuffling 91] loss 2424.1692 lr 0.0501 vocab_size 561580 (16.88s/29.50m) [Shuffling 92] loss 2292.6799 lr 0.0451 vocab_size 561580 (16.99s/29.49m) [Shuffling 93] loss 2162.6672 lr 0.0401 vocab_size 561580 (16.97s/29.49m) [Shuffling 94] loss 2225.7251 lr 0.0351 vocab_size 561580 (16.42s/29.47m) [Shuffling 95] loss 2262.2996 lr 0.0301 vocab_size 561580 (16.34s/29.46m) [Shuffling 96] loss 2116.0781 lr 0.0251 vocab_size 561580 (16.78s/29.45m) [Shuffling 97] loss 2229.7500 lr 0.0201 vocab_size 561580 (19.63s/29.49m) [Shuffling 98] loss 2053.2424 lr 0.0151 vocab_size 561580 (17.66s/29.50m) [Shuffling 99] loss 1981.4613 lr 0.0101 vocab_size 561580 (18.87s/29.52m) [Shuffling 100] loss 1997.0758 lr 0.0051 vocab_size 561580 (17.45s/29.52m) [03/29/24-15:56:58] Training finished, training Time 29.52m