num_sent_processes: 4 [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/50W100D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/50W100D-0.1000r/shuffled_datasets {'num_shuffle': 100, 'embed_dim': 100, 'context_len': 50, 'nworkers': 6, 'save_freq': -1, 'save_dir': '/scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/50W100D-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} [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/50W100D-0.1000r/shuffled_datasets [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/50W100D-0.1000r/shuffled_datasets Using cbow, negative sampling with 5 negative samples [03/12/24-19:42:11] Start training [03/12/24-19:42:11] Building vocabulary [03/12/24-19:43:00] Vocabulary size is 251084 [Shuffling 1] loss 5180225.0000 lr 0.1000 vocab_size 251084 (15.22s/26.20m) [Shuffling 2] loss 4729569.0000 lr 0.0990 vocab_size 251084 (13.75s/25.00m) [Shuffling 3] loss 4725026.5000 lr 0.0980 vocab_size 251084 (14.20s/24.84m) [Shuffling 4] loss 4604033.5000 lr 0.0970 vocab_size 251084 (14.78s/25.01m) [Shuffling 5] loss 4357619.5000 lr 0.0960 vocab_size 251084 (14.43s/24.99m) [Shuffling 6] loss 4417558.5000 lr 0.0950 vocab_size 251084 (13.65s/24.76m) [Shuffling 7] loss 4428899.5000 lr 0.0940 vocab_size 251084 (15.19s/24.97m) [Shuffling 8] loss 4705797.5000 lr 0.0930 vocab_size 251084 (14.06s/24.88m) [Shuffling 9] loss 4792054.5000 lr 0.0920 vocab_size 251084 (14.05s/24.82m) [Shuffling 10] loss 4687140.0000 lr 0.0910 vocab_size 251084 (13.02s/24.59m) [Shuffling 11] loss 4695149.0000 lr 0.0900 vocab_size 251084 (13.68s/24.52m) [Shuffling 12] loss 4994237.0000 lr 0.0890 vocab_size 251084 (13.44s/24.42m) [Shuffling 13] loss 4816412.0000 lr 0.0880 vocab_size 251084 (13.68s/24.36m) [Shuffling 14] loss 4937421.0000 lr 0.0870 vocab_size 251084 (13.79s/24.32m) [Shuffling 15] loss 4823567.0000 lr 0.0860 vocab_size 251084 (13.44s/24.25m) [Shuffling 16] loss 4954918.0000 lr 0.0850 vocab_size 251084 (13.61s/24.21m) [Shuffling 17] loss 4890980.5000 lr 0.0840 vocab_size 251084 (13.80s/24.19m) [Shuffling 18] loss 5056877.0000 lr 0.0830 vocab_size 251084 (14.12s/24.20m) [Shuffling 19] loss 4957878.5000 lr 0.0820 vocab_size 251084 (14.16s/24.21m) [Shuffling 20] loss 4882412.0000 lr 0.0810 vocab_size 251084 (14.18s/24.23m) [Shuffling 21] loss 4910579.5000 lr 0.0800 vocab_size 251084 (13.76s/24.21m) [Shuffling 22] loss 4639000.5000 lr 0.0790 vocab_size 251084 (13.40s/24.16m) [Shuffling 23] loss 4912245.5000 lr 0.0780 vocab_size 251084 (13.99s/24.16m) [Shuffling 24] loss 4623313.5000 lr 0.0770 vocab_size 251084 (13.99s/24.16m) [Shuffling 25] loss 4784113.0000 lr 0.0760 vocab_size 251084 (14.76s/24.22m) [Shuffling 26] loss 4877544.5000 lr 0.0750 vocab_size 251084 (13.32s/24.17m) [Shuffling 27] loss 4842583.5000 lr 0.0740 vocab_size 251084 (13.99s/24.17m) [Shuffling 28] loss 4726259.5000 lr 0.0730 vocab_size 251084 (14.03s/24.18m) [Shuffling 29] loss 4195820.0000 lr 0.0720 vocab_size 251084 (14.36s/24.20m) [Shuffling 30] loss 4742948.5000 lr 0.0710 vocab_size 251084 (13.81s/24.19m) [Shuffling 31] loss 4495046.0000 lr 0.0700 vocab_size 251084 (13.46s/24.16m) [Shuffling 32] loss 4541034.0000 lr 0.0690 vocab_size 251084 (13.92s/24.16m) [Shuffling 33] loss 4950983.0000 lr 0.0680 vocab_size 251084 (14.38s/24.18m) [Shuffling 34] loss 4748447.0000 lr 0.0670 vocab_size 251084 (13.99s/24.18m) [Shuffling 35] loss 4631253.5000 lr 0.0660 vocab_size 251084 (13.41s/24.15m) [Shuffling 36] loss 4252134.5000 lr 0.0650 vocab_size 251084 (14.32s/24.17m) [Shuffling 37] loss 4642940.0000 lr 0.0640 vocab_size 251084 (13.94s/24.17m) [Shuffling 38] loss 4236605.0000 lr 0.0630 vocab_size 251084 (14.37s/24.18m) [Shuffling 39] loss 4444787.0000 lr 0.0620 vocab_size 251084 (14.17s/24.19m) [Shuffling 40] loss 4088196.5000 lr 0.0610 vocab_size 251084 (14.70s/24.22m) [Shuffling 41] loss 4382847.0000 lr 0.0600 vocab_size 251084 (14.32s/24.23m) [Shuffling 42] loss 4573056.0000 lr 0.0590 vocab_size 251084 (14.58s/24.26m) [Shuffling 43] loss 4631244.0000 lr 0.0580 vocab_size 251084 (13.86s/24.25m) [Shuffling 44] loss 4610669.5000 lr 0.0570 vocab_size 251084 (14.31s/24.26m) [Shuffling 45] loss 4446439.0000 lr 0.0560 vocab_size 251084 (14.26s/24.27m) [Shuffling 46] loss 4538925.5000 lr 0.0550 vocab_size 251084 (14.50s/24.29m) [Shuffling 47] loss 4648484.0000 lr 0.0540 vocab_size 251084 (14.38s/24.30m) [Shuffling 48] loss 4036361.7500 lr 0.0530 vocab_size 251084 (14.49s/24.31m) [Shuffling 49] loss 4408750.5000 lr 0.0520 vocab_size 251084 (14.38s/24.32m) [Shuffling 50] loss 4415859.5000 lr 0.0510 vocab_size 251084 (14.39s/24.33m) [Shuffling 51] loss 3941695.7500 lr 0.0500 vocab_size 251084 (14.40s/24.34m) [Shuffling 52] loss 4347408.0000 lr 0.0491 vocab_size 251084 (13.69s/24.33m) [Shuffling 53] loss 4393531.0000 lr 0.0481 vocab_size 251084 (13.91s/24.33m) [Shuffling 54] loss 4345586.0000 lr 0.0471 vocab_size 251084 (13.82s/24.32m) [Shuffling 55] loss 4362433.0000 lr 0.0461 vocab_size 251084 (14.17s/24.32m) [Shuffling 56] loss 4395421.5000 lr 0.0451 vocab_size 251084 (14.27s/24.33m) [Shuffling 57] loss 4034927.5000 lr 0.0441 vocab_size 251084 (14.12s/24.33m) [Shuffling 58] loss 4407303.5000 lr 0.0431 vocab_size 251084 (13.65s/24.32m) [Shuffling 59] loss 4298469.0000 lr 0.0421 vocab_size 251084 (14.12s/24.32m) [Shuffling 60] loss 4206895.5000 lr 0.0411 vocab_size 251084 (13.23s/24.30m) [Shuffling 61] loss 4123528.7500 lr 0.0401 vocab_size 251084 (13.32s/24.28m) [Shuffling 62] loss 3993119.0000 lr 0.0391 vocab_size 251084 (14.18s/24.28m) [Shuffling 63] loss 4264694.0000 lr 0.0381 vocab_size 251084 (14.56s/24.29m) [Shuffling 64] loss 4400459.5000 lr 0.0371 vocab_size 251084 (14.17s/24.30m) [Shuffling 65] loss 4151174.5000 lr 0.0361 vocab_size 251084 (14.79s/24.32m) [Shuffling 66] loss 4002432.5000 lr 0.0351 vocab_size 251084 (14.56s/24.33m) [Shuffling 67] loss 4086167.0000 lr 0.0341 vocab_size 251084 (14.69s/24.34m) [Shuffling 68] loss 4095334.0000 lr 0.0331 vocab_size 251084 (14.97s/24.36m) [Shuffling 69] loss 4265355.5000 lr 0.0321 vocab_size 251084 (15.79s/24.41m) [Shuffling 70] loss 3634663.0000 lr 0.0311 vocab_size 251084 (15.06s/24.43m) [Shuffling 71] loss 3976878.7500 lr 0.0301 vocab_size 251084 (14.83s/24.44m) [Shuffling 72] loss 4057041.7500 lr 0.0291 vocab_size 251084 (13.32s/24.42m) [Shuffling 73] loss 4063765.2500 lr 0.0281 vocab_size 251084 (15.02s/24.44m) [Shuffling 74] loss 3913053.2500 lr 0.0271 vocab_size 251084 (14.87s/24.46m) [Shuffling 75] loss 4163500.2500 lr 0.0261 vocab_size 251084 (14.52s/24.47m) [Shuffling 76] loss 3815261.2500 lr 0.0251 vocab_size 251084 (14.66s/24.48m) [Shuffling 77] loss 4098907.0000 lr 0.0241 vocab_size 251084 (14.72s/24.49m) [Shuffling 78] loss 4041323.0000 lr 0.0231 vocab_size 251084 (14.48s/24.50m) [Shuffling 79] loss 4203494.0000 lr 0.0221 vocab_size 251084 (14.68s/24.51m) [Shuffling 80] loss 4070028.2500 lr 0.0211 vocab_size 251084 (14.83s/24.52m) [Shuffling 81] loss 4045386.2500 lr 0.0201 vocab_size 251084 (15.47s/24.55m) [Shuffling 82] loss 4084256.0000 lr 0.0191 vocab_size 251084 (14.78s/24.56m) [Shuffling 83] loss 3778598.0000 lr 0.0181 vocab_size 251084 (15.53s/24.59m) [Shuffling 84] loss 4117554.0000 lr 0.0171 vocab_size 251084 (15.00s/24.60m) [Shuffling 85] loss 3868565.0000 lr 0.0161 vocab_size 251084 (15.42s/24.63m) [Shuffling 86] loss 3088510.2500 lr 0.0151 vocab_size 251084 (15.43s/24.65m) [Shuffling 87] loss 3718969.2500 lr 0.0141 vocab_size 251084 (15.79s/24.68m) [Shuffling 88] loss 3913123.2500 lr 0.0131 vocab_size 251084 (14.82s/24.69m) [Shuffling 89] loss 3883959.5000 lr 0.0121 vocab_size 251084 (15.07s/24.70m) [Shuffling 90] loss 3857214.7500 lr 0.0111 vocab_size 251084 (15.29s/24.72m) [Shuffling 91] loss 3598611.0000 lr 0.0101 vocab_size 251084 (14.65s/24.73m) [Shuffling 92] loss 3996368.2500 lr 0.0091 vocab_size 251084 (15.05s/24.74m) [Shuffling 93] loss 3779329.7500 lr 0.0081 vocab_size 251084 (14.36s/24.74m) [Shuffling 94] loss 3831884.0000 lr 0.0071 vocab_size 251084 (14.59s/24.75m) [Shuffling 95] loss 3912899.7500 lr 0.0061 vocab_size 251084 (14.73s/24.75m) [Shuffling 96] loss 3844254.5000 lr 0.0051 vocab_size 251084 (15.06s/24.77m) [Shuffling 97] loss 3631670.7500 lr 0.0041 vocab_size 251084 (14.70s/24.77m) [Shuffling 98] loss 3798971.2500 lr 0.0031 vocab_size 251084 (14.82s/24.78m) [Shuffling 99] loss 3793866.0000 lr 0.0021 vocab_size 251084 (13.37s/24.76m) [Shuffling 100] loss 3901189.0000 lr 0.0011 vocab_size 251084 (15.41s/24.78m) [03/12/24-20:06:57] Training finished, training Time 24.78m