num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W10D-0.1000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W10D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W10D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W10D-0.1000r/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-0.1000r', 'resume': '', 'train_alg': 'cbow', 'min_count': 5, 'neg_samples': 5, 'init_lr': 0.1, 'min_lr': 0.0001, 'lr_mode': 'linear', 'milestones': [], 'hier_softmax': False, 'update_vocab': 'once', 'seed': 0} Using cbow, negative sampling with 5 negative samples [03/12/24-18:38:17] Start training [03/12/24-18:38:17] Building vocabulary [03/12/24-18:38:48] Vocabulary size is 426964 [Shuffling 1] loss 7553453.0000 lr 0.1000 vocab_size 426964 (13.46s/22.95m) [Shuffling 2] loss 6137903.0000 lr 0.0990 vocab_size 426964 (14.07s/23.46m) [Shuffling 3] loss 6033219.0000 lr 0.0980 vocab_size 426964 (13.48s/23.30m) [Shuffling 4] loss 5794181.5000 lr 0.0970 vocab_size 426964 (14.27s/23.55m) [Shuffling 5] loss 6019591.5000 lr 0.0960 vocab_size 426964 (17.24s/24.69m) [Shuffling 6] loss 5708111.0000 lr 0.0950 vocab_size 426964 (13.68s/24.46m) [Shuffling 7] loss 5617984.0000 lr 0.0940 vocab_size 426964 (13.56s/24.27m) [Shuffling 8] loss 5630021.0000 lr 0.0930 vocab_size 426964 (13.81s/24.18m) [Shuffling 9] loss 5656233.0000 lr 0.0920 vocab_size 426964 (13.45s/24.04m) [Shuffling 10] loss 5583661.5000 lr 0.0910 vocab_size 426964 (14.02s/24.02m) [Shuffling 11] loss 5596639.0000 lr 0.0900 vocab_size 426964 (13.96s/24.00m) [Shuffling 12] loss 5466419.5000 lr 0.0890 vocab_size 426964 (13.73s/23.95m) [Shuffling 13] loss 5594899.5000 lr 0.0880 vocab_size 426964 (13.85s/23.92m) [Shuffling 14] loss 5455103.0000 lr 0.0870 vocab_size 426964 (13.65s/23.88m) [Shuffling 15] loss 5330313.5000 lr 0.0860 vocab_size 426964 (15.37s/24.03m) [Shuffling 16] loss 5425910.5000 lr 0.0850 vocab_size 426964 (13.65s/23.98m) [Shuffling 17] loss 5549652.5000 lr 0.0840 vocab_size 426964 (13.96s/23.97m) [Shuffling 18] loss 5615708.0000 lr 0.0830 vocab_size 426964 (14.29s/23.99m) [Shuffling 19] loss 5656930.0000 lr 0.0820 vocab_size 426964 (14.97s/24.07m) [Shuffling 20] loss 5516684.5000 lr 0.0810 vocab_size 426964 (13.79s/24.04m) [Shuffling 21] loss 5467088.0000 lr 0.0800 vocab_size 426964 (13.69s/24.00m) [Shuffling 22] loss 5521028.0000 lr 0.0790 vocab_size 426964 (15.17s/24.08m) [Shuffling 23] loss 5589803.0000 lr 0.0780 vocab_size 426964 (13.72s/24.05m) [Shuffling 24] loss 5419661.0000 lr 0.0770 vocab_size 426964 (13.55s/24.01m) [Shuffling 25] loss 5240299.5000 lr 0.0760 vocab_size 426964 (15.10s/24.08m) [Shuffling 26] loss 5352582.5000 lr 0.0750 vocab_size 426964 (13.84s/24.07m) [Shuffling 27] loss 5445258.5000 lr 0.0740 vocab_size 426964 (13.58s/24.03m) [Shuffling 28] loss 5455183.0000 lr 0.0730 vocab_size 426964 (14.13s/24.03m) [Shuffling 29] loss 5519690.5000 lr 0.0720 vocab_size 426964 (14.16s/24.04m) [Shuffling 30] loss 5201678.0000 lr 0.0710 vocab_size 426964 (13.92s/24.03m) [Shuffling 31] loss 5464807.5000 lr 0.0700 vocab_size 426964 (13.18s/23.98m) [Shuffling 32] loss 5355390.5000 lr 0.0690 vocab_size 426964 (13.96s/23.97m) [Shuffling 33] loss 5428344.0000 lr 0.0680 vocab_size 426964 (13.65s/23.95m) [Shuffling 34] loss 5397073.0000 lr 0.0670 vocab_size 426964 (13.67s/23.93m) [Shuffling 35] loss 5343463.5000 lr 0.0660 vocab_size 426964 (14.94s/23.97m) [Shuffling 36] loss 5284357.5000 lr 0.0650 vocab_size 426964 (13.84s/23.96m) [Shuffling 37] loss 5216423.0000 lr 0.0640 vocab_size 426964 (14.12s/23.96m) [Shuffling 38] loss 5367737.0000 lr 0.0630 vocab_size 426964 (13.85s/23.96m) [Shuffling 39] loss 5181977.0000 lr 0.0620 vocab_size 426964 (13.95s/23.95m) [Shuffling 40] loss 5505486.0000 lr 0.0610 vocab_size 426964 (13.83s/23.94m) [Shuffling 41] loss 5350462.5000 lr 0.0600 vocab_size 426964 (13.52s/23.92m) [Shuffling 42] loss 5266815.0000 lr 0.0590 vocab_size 426964 (14.23s/23.93m) [Shuffling 43] loss 5216298.5000 lr 0.0580 vocab_size 426964 (14.53s/23.95m) [Shuffling 44] loss 5408795.0000 lr 0.0570 vocab_size 426964 (13.57s/23.93m) [Shuffling 45] loss 5097834.5000 lr 0.0560 vocab_size 426964 (14.07s/23.93m) [Shuffling 46] loss 5339156.0000 lr 0.0550 vocab_size 426964 (14.63s/23.95m) [Shuffling 47] loss 5205150.0000 lr 0.0540 vocab_size 426964 (13.77s/23.94m) [Shuffling 48] loss 5371778.5000 lr 0.0530 vocab_size 426964 (13.73s/23.93m) [Shuffling 49] loss 5366109.5000 lr 0.0520 vocab_size 426964 (13.62s/23.91m) [Shuffling 50] loss 5439740.0000 lr 0.0510 vocab_size 426964 (15.90s/23.97m) [Shuffling 51] loss 5077085.0000 lr 0.0500 vocab_size 426964 (14.78s/24.00m) [Shuffling 52] loss 5288014.0000 lr 0.0491 vocab_size 426964 (14.81s/24.02m) [Shuffling 53] loss 5268857.0000 lr 0.0481 vocab_size 426964 (13.92s/24.02m) [Shuffling 54] loss 5233919.0000 lr 0.0471 vocab_size 426964 (13.81s/24.01m) [Shuffling 55] loss 5291297.0000 lr 0.0461 vocab_size 426964 (13.96s/24.00m) [Shuffling 56] loss 5425075.0000 lr 0.0451 vocab_size 426964 (14.03s/24.00m) [Shuffling 57] loss 5274740.5000 lr 0.0441 vocab_size 426964 (13.69s/23.99m) [Shuffling 58] loss 5333694.5000 lr 0.0431 vocab_size 426964 (13.93s/23.98m) [Shuffling 59] loss 5140822.0000 lr 0.0421 vocab_size 426964 (13.37s/23.96m) [Shuffling 60] loss 5259675.0000 lr 0.0411 vocab_size 426964 (15.22s/24.00m) [Shuffling 61] loss 5374606.5000 lr 0.0401 vocab_size 426964 (13.77s/23.99m) [Shuffling 62] loss 5161583.0000 lr 0.0391 vocab_size 426964 (13.51s/23.97m) [Shuffling 63] loss 5177940.0000 lr 0.0381 vocab_size 426964 (17.36s/24.06m) [Shuffling 64] loss 5183209.0000 lr 0.0371 vocab_size 426964 (13.55s/24.04m) [Shuffling 65] loss 5149245.0000 lr 0.0361 vocab_size 426964 (14.10s/24.04m) [Shuffling 66] loss 5247845.0000 lr 0.0351 vocab_size 426964 (14.36s/24.05m) [Shuffling 67] loss 5188844.0000 lr 0.0341 vocab_size 426964 (14.23s/24.05m) [Shuffling 68] loss 5245491.0000 lr 0.0331 vocab_size 426964 (13.89s/24.05m) [Shuffling 69] loss 5165114.5000 lr 0.0321 vocab_size 426964 (14.17s/24.05m) [Shuffling 70] loss 5177265.0000 lr 0.0311 vocab_size 426964 (13.60s/24.04m) [Shuffling 71] loss 5234423.0000 lr 0.0301 vocab_size 426964 (13.82s/24.03m) [Shuffling 72] loss 5180515.5000 lr 0.0291 vocab_size 426964 (14.86s/24.05m) [Shuffling 73] loss 5290670.0000 lr 0.0281 vocab_size 426964 (13.64s/24.04m) [Shuffling 74] loss 5223994.5000 lr 0.0271 vocab_size 426964 (13.70s/24.03m) [Shuffling 75] loss 5272847.0000 lr 0.0261 vocab_size 426964 (14.20s/24.03m) [Shuffling 76] loss 5232051.0000 lr 0.0251 vocab_size 426964 (13.90s/24.02m) [Shuffling 77] loss 5295915.5000 lr 0.0241 vocab_size 426964 (14.69s/24.04m) [Shuffling 78] loss 5140036.5000 lr 0.0231 vocab_size 426964 (13.89s/24.03m) [Shuffling 79] loss 5087656.0000 lr 0.0221 vocab_size 426964 (14.32s/24.04m) [Shuffling 80] loss 5127065.0000 lr 0.0211 vocab_size 426964 (14.61s/24.05m) [Shuffling 81] loss 5014819.0000 lr 0.0201 vocab_size 426964 (14.25s/24.05m) [Shuffling 82] loss 5196586.5000 lr 0.0191 vocab_size 426964 (14.16s/24.05m) [Shuffling 83] loss 5119330.0000 lr 0.0181 vocab_size 426964 (14.66s/24.06m) [Shuffling 84] loss 5097029.0000 lr 0.0171 vocab_size 426964 (14.35s/24.07m) [Shuffling 85] loss 5092928.5000 lr 0.0161 vocab_size 426964 (13.98s/24.06m) [Shuffling 86] loss 5176106.0000 lr 0.0151 vocab_size 426964 (14.01s/24.06m) [Shuffling 87] loss 5248370.0000 lr 0.0141 vocab_size 426964 (14.57s/24.07m) [Shuffling 88] loss 5019161.0000 lr 0.0131 vocab_size 426964 (14.58s/24.08m) [Shuffling 89] loss 5332915.5000 lr 0.0121 vocab_size 426964 (15.39s/24.10m) [Shuffling 90] loss 5014583.0000 lr 0.0111 vocab_size 426964 (14.89s/24.11m) [Shuffling 91] loss 5189245.0000 lr 0.0101 vocab_size 426964 (14.79s/24.13m) [Shuffling 92] loss 5143466.0000 lr 0.0091 vocab_size 426964 (13.62s/24.12m) [Shuffling 93] loss 5108765.5000 lr 0.0081 vocab_size 426964 (13.85s/24.11m) [Shuffling 94] loss 5113839.5000 lr 0.0071 vocab_size 426964 (13.97s/24.11m) [Shuffling 95] loss 5125300.0000 lr 0.0061 vocab_size 426964 (18.23s/24.18m) [Shuffling 96] loss 5105577.0000 lr 0.0051 vocab_size 426964 (13.78s/24.17m) [Shuffling 97] loss 5056652.5000 lr 0.0041 vocab_size 426964 (18.34s/24.24m) [Shuffling 98] loss 5152803.0000 lr 0.0031 vocab_size 426964 (14.56s/24.25m) [Shuffling 99] loss 5110174.5000 lr 0.0021 vocab_size 426964 (19.84s/24.34m) [Shuffling 100] loss 5060486.5000 lr 0.0011 vocab_size 426964 (14.36s/24.34m) [03/12/24-19:02:38] Training finished, training Time 24.34m