num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W10D-0.1000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W10D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W10D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/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_dhs/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 [03/29/24-12:51:44] Start training [03/29/24-12:51:44] Building vocabulary [03/29/24-12:52:21] Vocabulary size is 561580 [Shuffling 1] loss 8936355.0000 lr 0.1000 vocab_size 561580 (16.41s/27.96m) [Shuffling 2] loss 7309264.0000 lr 0.0990 vocab_size 561580 (16.79s/28.28m) [Shuffling 3] loss 7063889.0000 lr 0.0980 vocab_size 561580 (16.92s/28.46m) [Shuffling 4] loss 6804416.5000 lr 0.0970 vocab_size 561580 (16.94s/28.56m) [Shuffling 5] loss 6721113.5000 lr 0.0960 vocab_size 561580 (16.75s/28.56m) [Shuffling 6] loss 6607091.5000 lr 0.0950 vocab_size 561580 (17.01s/28.63m) [Shuffling 7] loss 6696671.0000 lr 0.0940 vocab_size 561580 (16.73s/28.61m) [Shuffling 8] loss 6591678.0000 lr 0.0930 vocab_size 561580 (16.93s/28.64m) [Shuffling 9] loss 6396516.5000 lr 0.0920 vocab_size 561580 (16.95s/28.66m) [Shuffling 10] loss 6541377.5000 lr 0.0910 vocab_size 561580 (16.57s/28.62m) [Shuffling 11] loss 6691806.0000 lr 0.0900 vocab_size 561580 (16.74s/28.61m) [Shuffling 12] loss 6349793.5000 lr 0.0890 vocab_size 561580 (17.18s/28.66m) [Shuffling 13] loss 6334189.5000 lr 0.0880 vocab_size 561580 (17.02s/28.69m) [Shuffling 14] loss 6528180.0000 lr 0.0870 vocab_size 561580 (16.73s/28.67m) [Shuffling 15] loss 6386669.5000 lr 0.0860 vocab_size 561580 (16.75s/28.67m) [Shuffling 16] loss 6398853.0000 lr 0.0850 vocab_size 561580 (16.72s/28.65m) [Shuffling 17] loss 6374410.0000 lr 0.0840 vocab_size 561580 (16.76s/28.65m) [Shuffling 18] loss 6297507.0000 lr 0.0830 vocab_size 561580 (16.90s/28.66m) [Shuffling 19] loss 6291690.0000 lr 0.0820 vocab_size 561580 (16.88s/28.66m) [Shuffling 20] loss 6384360.0000 lr 0.0810 vocab_size 561580 (16.66s/28.65m) [Shuffling 21] loss 6174878.5000 lr 0.0800 vocab_size 561580 (17.00s/28.66m) [Shuffling 22] loss 6252941.0000 lr 0.0790 vocab_size 561580 (16.60s/28.65m) [Shuffling 23] loss 6165734.0000 lr 0.0780 vocab_size 561580 (16.91s/28.65m) [Shuffling 24] loss 6214242.0000 lr 0.0770 vocab_size 561580 (16.64s/28.64m) [Shuffling 25] loss 6244780.5000 lr 0.0760 vocab_size 561580 (16.56s/28.62m) [Shuffling 26] loss 6383363.5000 lr 0.0750 vocab_size 561580 (16.60s/28.61m) [Shuffling 27] loss 6226861.0000 lr 0.0740 vocab_size 561580 (16.66s/28.60m) [Shuffling 28] loss 6290976.5000 lr 0.0730 vocab_size 561580 (16.47s/28.58m) [Shuffling 29] loss 6257179.0000 lr 0.0720 vocab_size 561580 (16.54s/28.57m) [Shuffling 30] loss 6197137.5000 lr 0.0710 vocab_size 561580 (16.65s/28.56m) [Shuffling 31] loss 6296470.5000 lr 0.0700 vocab_size 561580 (16.50s/28.55m) [Shuffling 32] loss 6222190.0000 lr 0.0690 vocab_size 561580 (16.37s/28.53m) [Shuffling 33] loss 6317815.5000 lr 0.0680 vocab_size 561580 (16.44s/28.51m) [Shuffling 34] loss 6289273.5000 lr 0.0670 vocab_size 561580 (16.59s/28.50m) [Shuffling 35] loss 6284542.0000 lr 0.0660 vocab_size 561580 (16.66s/28.50m) [Shuffling 36] loss 6313655.5000 lr 0.0650 vocab_size 561580 (16.53s/28.49m) [Shuffling 37] loss 6250109.0000 lr 0.0640 vocab_size 561580 (16.56s/28.48m) [Shuffling 38] loss 6185947.0000 lr 0.0630 vocab_size 561580 (16.64s/28.48m) [Shuffling 39] loss 6206147.0000 lr 0.0620 vocab_size 561580 (16.66s/28.48m) [Shuffling 40] loss 6125162.5000 lr 0.0610 vocab_size 561580 (16.80s/28.48m) [Shuffling 41] loss 6272235.0000 lr 0.0600 vocab_size 561580 (16.74s/28.48m) [Shuffling 42] loss 6124687.0000 lr 0.0590 vocab_size 561580 (17.04s/28.50m) [Shuffling 43] loss 6148300.0000 lr 0.0580 vocab_size 561580 (16.72s/28.50m) [Shuffling 44] loss 6149097.5000 lr 0.0570 vocab_size 561580 (16.68s/28.49m) [Shuffling 45] loss 6125927.0000 lr 0.0560 vocab_size 561580 (16.70s/28.49m) [Shuffling 46] loss 6292984.0000 lr 0.0550 vocab_size 561580 (16.66s/28.49m) [Shuffling 47] loss 6243896.0000 lr 0.0540 vocab_size 561580 (16.76s/28.49m) [Shuffling 48] loss 6164084.0000 lr 0.0530 vocab_size 561580 (16.60s/28.49m) [Shuffling 49] loss 6281672.5000 lr 0.0520 vocab_size 561580 (16.70s/28.49m) [Shuffling 50] loss 6115821.0000 lr 0.0510 vocab_size 561580 (16.95s/28.49m) [Shuffling 51] loss 6122538.5000 lr 0.0500 vocab_size 561580 (16.59s/28.49m) [Shuffling 52] loss 6165250.0000 lr 0.0491 vocab_size 561580 (16.61s/28.49m) [Shuffling 53] loss 6079143.5000 lr 0.0481 vocab_size 561580 (17.07s/28.50m) [Shuffling 54] loss 6201513.0000 lr 0.0471 vocab_size 561580 (16.70s/28.50m) [Shuffling 55] loss 6193309.0000 lr 0.0461 vocab_size 561580 (16.80s/28.50m) [Shuffling 56] loss 6291080.5000 lr 0.0451 vocab_size 561580 (16.86s/28.50m) [Shuffling 57] loss 6171034.0000 lr 0.0441 vocab_size 561580 (16.77s/28.50m) [Shuffling 58] loss 6227294.0000 lr 0.0431 vocab_size 561580 (16.84s/28.51m) [Shuffling 59] loss 6062111.5000 lr 0.0421 vocab_size 561580 (17.15s/28.52m) [Shuffling 60] loss 6249220.0000 lr 0.0411 vocab_size 561580 (16.86s/28.52m) [Shuffling 61] loss 6197387.0000 lr 0.0401 vocab_size 561580 (16.93s/28.53m) [Shuffling 62] loss 5974084.5000 lr 0.0391 vocab_size 561580 (17.13s/28.54m) [Shuffling 63] loss 6163457.0000 lr 0.0381 vocab_size 561580 (16.91s/28.54m) [Shuffling 64] loss 6156066.5000 lr 0.0371 vocab_size 561580 (16.76s/28.54m) [Shuffling 65] loss 6007422.5000 lr 0.0361 vocab_size 561580 (16.78s/28.54m) [Shuffling 66] loss 6130313.0000 lr 0.0351 vocab_size 561580 (16.87s/28.55m) [Shuffling 67] loss 5884100.0000 lr 0.0341 vocab_size 561580 (16.92s/28.55m) [Shuffling 68] loss 6160428.0000 lr 0.0331 vocab_size 561580 (17.09s/28.56m) [Shuffling 69] loss 6121067.0000 lr 0.0321 vocab_size 561580 (16.98s/28.56m) [Shuffling 70] loss 5932268.5000 lr 0.0311 vocab_size 561580 (16.91s/28.57m) [Shuffling 71] loss 5952904.5000 lr 0.0301 vocab_size 561580 (17.07s/28.57m) [Shuffling 72] loss 5930032.5000 lr 0.0291 vocab_size 561580 (16.97s/28.58m) [Shuffling 73] loss 5905249.0000 lr 0.0281 vocab_size 561580 (16.88s/28.58m) [Shuffling 74] loss 5914307.0000 lr 0.0271 vocab_size 561580 (16.89s/28.58m) [Shuffling 75] loss 6028998.0000 lr 0.0261 vocab_size 561580 (16.88s/28.59m) [Shuffling 76] loss 6074807.5000 lr 0.0251 vocab_size 561580 (16.86s/28.59m) [Shuffling 77] loss 6010311.0000 lr 0.0241 vocab_size 561580 (16.88s/28.59m) [Shuffling 78] loss 6014777.0000 lr 0.0231 vocab_size 561580 (16.93s/28.59m) [Shuffling 79] loss 5874585.0000 lr 0.0221 vocab_size 561580 (17.28s/28.60m) [Shuffling 80] loss 6061420.0000 lr 0.0211 vocab_size 561580 (16.89s/28.61m) [Shuffling 81] loss 5801643.0000 lr 0.0201 vocab_size 561580 (17.06s/28.61m) [Shuffling 82] loss 5984511.5000 lr 0.0191 vocab_size 561580 (17.02s/28.62m) [Shuffling 83] loss 5839422.5000 lr 0.0181 vocab_size 561580 (16.94s/28.62m) [Shuffling 84] loss 5915329.0000 lr 0.0171 vocab_size 561580 (16.75s/28.62m) [Shuffling 85] loss 5934225.5000 lr 0.0161 vocab_size 561580 (17.06s/28.62m) [Shuffling 86] loss 5982707.5000 lr 0.0151 vocab_size 561580 (16.67s/28.62m) [Shuffling 87] loss 5913050.5000 lr 0.0141 vocab_size 561580 (16.74s/28.62m) [Shuffling 88] loss 5762518.5000 lr 0.0131 vocab_size 561580 (16.95s/28.62m) [Shuffling 89] loss 5818476.5000 lr 0.0121 vocab_size 561580 (16.65s/28.62m) [Shuffling 90] loss 5882553.5000 lr 0.0111 vocab_size 561580 (16.78s/28.62m) [Shuffling 91] loss 5931556.5000 lr 0.0101 vocab_size 561580 (16.74s/28.62m) [Shuffling 92] loss 5800122.0000 lr 0.0091 vocab_size 561580 (16.87s/28.62m) [Shuffling 93] loss 5970409.5000 lr 0.0081 vocab_size 561580 (17.04s/28.62m) [Shuffling 94] loss 5877859.0000 lr 0.0071 vocab_size 561580 (16.78s/28.62m) [Shuffling 95] loss 5841273.0000 lr 0.0061 vocab_size 561580 (16.78s/28.62m) [Shuffling 96] loss 5884824.0000 lr 0.0051 vocab_size 561580 (20.94s/28.69m) [Shuffling 97] loss 5915130.0000 lr 0.0041 vocab_size 561580 (16.79s/28.69m) [Shuffling 98] loss 5697216.5000 lr 0.0031 vocab_size 561580 (20.94s/28.76m) [Shuffling 99] loss 5864251.5000 lr 0.0021 vocab_size 561580 (16.57s/28.76m) [Shuffling 100] loss 5725904.0000 lr 0.0011 vocab_size 561580 (20.27s/28.81m) [03/29/24-13:20:33] Training finished, training Time 28.81m