num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W100D-0.1000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W100D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W100D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W100D-0.1000r/shuffled_datasets {'num_shuffle': 100, 'embed_dim': 100, 'context_len': 5, 'nworkers': 6, 'save_freq': -1, 'save_dir': '/scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W100D-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 [03/29/24-13:51:22] Start training [03/29/24-13:51:22] Building vocabulary [03/29/24-13:52:01] Vocabulary size is 561580 [Shuffling 1] loss 9486169.0000 lr 0.1000 vocab_size 561580 (19.04s/32.37m) [Shuffling 2] loss 7326406.0000 lr 0.0990 vocab_size 561580 (19.45s/32.72m) [Shuffling 3] loss 7076990.0000 lr 0.0980 vocab_size 561580 (19.38s/32.80m) [Shuffling 4] loss 7017832.5000 lr 0.0970 vocab_size 561580 (19.56s/32.91m) [Shuffling 5] loss 6695813.0000 lr 0.0960 vocab_size 561580 (19.49s/32.95m) [Shuffling 6] loss 6508142.5000 lr 0.0950 vocab_size 561580 (19.60s/33.01m) [Shuffling 7] loss 6459505.5000 lr 0.0940 vocab_size 561580 (19.66s/33.07m) [Shuffling 8] loss 6706957.5000 lr 0.0930 vocab_size 561580 (18.88s/32.95m) [Shuffling 9] loss 6369603.0000 lr 0.0920 vocab_size 561580 (19.52s/32.98m) [Shuffling 10] loss 6311208.5000 lr 0.0910 vocab_size 561580 (19.44s/32.98m) [Shuffling 11] loss 6403978.5000 lr 0.0900 vocab_size 561580 (18.44s/32.84m) [Shuffling 12] loss 6568043.5000 lr 0.0890 vocab_size 561580 (17.92s/32.64m) [Shuffling 13] loss 6512594.0000 lr 0.0880 vocab_size 561580 (17.97s/32.49m) [Shuffling 14] loss 6422732.0000 lr 0.0870 vocab_size 561580 (17.79s/32.33m) [Shuffling 15] loss 6506058.5000 lr 0.0860 vocab_size 561580 (17.98s/32.21m) [Shuffling 16] loss 6285216.0000 lr 0.0850 vocab_size 561580 (18.16s/32.13m) [Shuffling 17] loss 6361197.5000 lr 0.0840 vocab_size 561580 (17.54s/32.00m) [Shuffling 18] loss 6486175.0000 lr 0.0830 vocab_size 561580 (17.56s/31.88m) [Shuffling 19] loss 6433728.0000 lr 0.0820 vocab_size 561580 (17.87s/31.81m) [Shuffling 20] loss 6279516.5000 lr 0.0810 vocab_size 561580 (18.35s/31.78m) [Shuffling 21] loss 6443139.5000 lr 0.0800 vocab_size 561580 (17.54s/31.69m) [Shuffling 22] loss 6570702.0000 lr 0.0790 vocab_size 561580 (17.83s/31.63m) [Shuffling 23] loss 6323475.0000 lr 0.0780 vocab_size 561580 (17.66s/31.56m) [Shuffling 24] loss 6446058.5000 lr 0.0770 vocab_size 561580 (17.88s/31.52m) [Shuffling 25] loss 6502708.5000 lr 0.0760 vocab_size 561580 (17.83s/31.47m) [Shuffling 26] loss 6389182.5000 lr 0.0750 vocab_size 561580 (17.92s/31.43m) [Shuffling 27] loss 6458589.0000 lr 0.0740 vocab_size 561580 (18.16s/31.41m) [Shuffling 28] loss 6512882.0000 lr 0.0730 vocab_size 561580 (17.51s/31.36m) [Shuffling 29] loss 6171650.0000 lr 0.0720 vocab_size 561580 (18.22s/31.34m) [Shuffling 30] loss 6301770.5000 lr 0.0710 vocab_size 561580 (17.76s/31.31m) [Shuffling 31] loss 6295781.0000 lr 0.0700 vocab_size 561580 (17.82s/31.28m) [Shuffling 32] loss 6329833.0000 lr 0.0690 vocab_size 561580 (17.82s/31.25m) [Shuffling 33] loss 6154603.0000 lr 0.0680 vocab_size 561580 (18.45s/31.25m) [Shuffling 34] loss 6360300.0000 lr 0.0670 vocab_size 561580 (17.87s/31.23m) [Shuffling 35] loss 6300693.0000 lr 0.0660 vocab_size 561580 (17.75s/31.20m) [Shuffling 36] loss 6252425.0000 lr 0.0650 vocab_size 561580 (17.86s/31.18m) [Shuffling 37] loss 6376408.0000 lr 0.0640 vocab_size 561580 (17.92s/31.16m) [Shuffling 38] loss 6288313.0000 lr 0.0630 vocab_size 561580 (17.97s/31.14m) [Shuffling 39] loss 6299043.0000 lr 0.0620 vocab_size 561580 (17.78s/31.12m) [Shuffling 40] loss 6290982.0000 lr 0.0610 vocab_size 561580 (17.92s/31.11m) [Shuffling 41] loss 6281284.5000 lr 0.0600 vocab_size 561580 (17.75s/31.09m) [Shuffling 42] loss 6274876.0000 lr 0.0590 vocab_size 561580 (17.95s/31.07m) [Shuffling 43] loss 6072151.0000 lr 0.0580 vocab_size 561580 (18.42s/31.08m) [Shuffling 44] loss 6222523.0000 lr 0.0570 vocab_size 561580 (18.02s/31.07m) [Shuffling 45] loss 6066890.0000 lr 0.0560 vocab_size 561580 (18.31s/31.07m) [Shuffling 46] loss 6119680.0000 lr 0.0550 vocab_size 561580 (17.93s/31.06m) [Shuffling 47] loss 5904738.5000 lr 0.0540 vocab_size 561580 (18.41s/31.07m) [Shuffling 48] loss 6162295.5000 lr 0.0530 vocab_size 561580 (17.86s/31.05m) [Shuffling 49] loss 6140143.0000 lr 0.0520 vocab_size 561580 (18.00s/31.04m) [Shuffling 50] loss 6194930.0000 lr 0.0510 vocab_size 561580 (17.87s/31.03m) [Shuffling 51] loss 6217339.5000 lr 0.0500 vocab_size 561580 (17.99s/31.02m) [Shuffling 52] loss 6032425.5000 lr 0.0491 vocab_size 561580 (17.76s/31.01m) [Shuffling 53] loss 5954825.5000 lr 0.0481 vocab_size 561580 (17.98s/31.00m) [Shuffling 54] loss 6059813.0000 lr 0.0471 vocab_size 561580 (18.03s/31.00m) [Shuffling 55] loss 6282717.5000 lr 0.0461 vocab_size 561580 (17.82s/30.98m) [Shuffling 56] loss 6128457.5000 lr 0.0451 vocab_size 561580 (17.98s/30.98m) [Shuffling 57] loss 5945884.0000 lr 0.0441 vocab_size 561580 (17.74s/30.96m) [Shuffling 58] loss 5982010.0000 lr 0.0431 vocab_size 561580 (17.99s/30.96m) [Shuffling 59] loss 6111797.5000 lr 0.0421 vocab_size 561580 (17.86s/30.95m) [Shuffling 60] loss 6057782.0000 lr 0.0411 vocab_size 561580 (17.98s/30.94m) [Shuffling 61] loss 6060010.5000 lr 0.0401 vocab_size 561580 (17.88s/30.93m) [Shuffling 62] loss 5907628.5000 lr 0.0391 vocab_size 561580 (17.87s/30.93m) [Shuffling 63] loss 6147124.0000 lr 0.0381 vocab_size 561580 (17.89s/30.92m) [Shuffling 64] loss 5942018.0000 lr 0.0371 vocab_size 561580 (17.84s/30.91m) [Shuffling 65] loss 5930673.5000 lr 0.0361 vocab_size 561580 (17.95s/30.91m) [Shuffling 66] loss 6076721.0000 lr 0.0351 vocab_size 561580 (17.92s/30.90m) [Shuffling 67] loss 6037802.5000 lr 0.0341 vocab_size 561580 (17.95s/30.89m) [Shuffling 68] loss 5944217.5000 lr 0.0331 vocab_size 561580 (17.95s/30.89m) [Shuffling 69] loss 5922860.5000 lr 0.0321 vocab_size 561580 (17.80s/30.88m) [Shuffling 70] loss 5938141.0000 lr 0.0311 vocab_size 561580 (17.63s/30.87m) [Shuffling 71] loss 5841251.5000 lr 0.0301 vocab_size 561580 (18.50s/30.88m) [Shuffling 72] loss 5808806.5000 lr 0.0291 vocab_size 561580 (18.37s/30.88m) [Shuffling 73] loss 5892545.5000 lr 0.0281 vocab_size 561580 (17.85s/30.88m) [Shuffling 74] loss 5903299.0000 lr 0.0271 vocab_size 561580 (17.72s/30.87m) [Shuffling 75] loss 5790174.5000 lr 0.0261 vocab_size 561580 (18.37s/30.87m) [Shuffling 76] loss 5665126.0000 lr 0.0251 vocab_size 561580 (18.21s/30.87m) [Shuffling 77] loss 6002522.5000 lr 0.0241 vocab_size 561580 (17.82s/30.87m) [Shuffling 78] loss 5816082.0000 lr 0.0231 vocab_size 561580 (17.54s/30.85m) [Shuffling 79] loss 5837930.0000 lr 0.0221 vocab_size 561580 (17.77s/30.85m) [Shuffling 80] loss 5771226.0000 lr 0.0211 vocab_size 561580 (17.77s/30.84m) [Shuffling 81] loss 5637114.0000 lr 0.0201 vocab_size 561580 (18.25s/30.84m) [Shuffling 82] loss 5772658.5000 lr 0.0191 vocab_size 561580 (17.75s/30.83m) [Shuffling 83] loss 5892139.5000 lr 0.0181 vocab_size 561580 (17.64s/30.82m) [Shuffling 84] loss 5590708.0000 lr 0.0171 vocab_size 561580 (18.37s/30.83m) [Shuffling 85] loss 5824326.0000 lr 0.0161 vocab_size 561580 (17.77s/30.82m) [Shuffling 86] loss 5961597.5000 lr 0.0151 vocab_size 561580 (18.06s/30.82m) [Shuffling 87] loss 5748505.0000 lr 0.0141 vocab_size 561580 (17.79s/30.82m) [Shuffling 88] loss 5649664.0000 lr 0.0131 vocab_size 561580 (17.92s/30.81m) [Shuffling 89] loss 5691300.5000 lr 0.0121 vocab_size 561580 (17.81s/30.81m) [Shuffling 90] loss 5644242.5000 lr 0.0111 vocab_size 561580 (17.85s/30.80m) [Shuffling 91] loss 5771727.5000 lr 0.0101 vocab_size 561580 (17.98s/30.80m) [Shuffling 92] loss 5541156.5000 lr 0.0091 vocab_size 561580 (18.20s/30.80m) [Shuffling 93] loss 5775524.5000 lr 0.0081 vocab_size 561580 (17.59s/30.79m) [Shuffling 94] loss 5735591.5000 lr 0.0071 vocab_size 561580 (17.84s/30.79m) [Shuffling 95] loss 5570725.5000 lr 0.0061 vocab_size 561580 (20.93s/30.84m) [Shuffling 96] loss 5758376.5000 lr 0.0051 vocab_size 561580 (17.89s/30.84m) [Shuffling 97] loss 5524430.0000 lr 0.0041 vocab_size 561580 (22.55s/30.91m) [Shuffling 98] loss 5637393.5000 lr 0.0031 vocab_size 561580 (17.60s/30.90m) [Shuffling 99] loss 5647996.5000 lr 0.0021 vocab_size 561580 (36.85s/31.22m) [Shuffling 100] loss 5601526.0000 lr 0.0011 vocab_size 561580 (37.98s/31.54m) [03/29/24-14:22:55] Training finished, training Time 31.54m