num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.1000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.1000r/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_Large/50W10D-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 [03/12/24-18:49:45] Start training [03/12/24-18:49:45] Building vocabulary [03/12/24-18:50:09] Vocabulary size is 287225 [Shuffling 1] loss 5213181.5000 lr 0.1000 vocab_size 287225 (12.22s/20.76m) [Shuffling 2] loss 4403478.5000 lr 0.0990 vocab_size 287225 (12.38s/20.90m) [Shuffling 3] loss 4169989.5000 lr 0.0980 vocab_size 287225 (12.41s/20.96m) [Shuffling 4] loss 4178947.7500 lr 0.0970 vocab_size 287225 (12.25s/20.92m) [Shuffling 5] loss 4175229.2500 lr 0.0960 vocab_size 287225 (12.18s/20.88m) [Shuffling 6] loss 4142174.5000 lr 0.0950 vocab_size 287225 (12.23s/20.86m) [Shuffling 7] loss 4223311.5000 lr 0.0940 vocab_size 287225 (12.33s/20.88m) [Shuffling 8] loss 4192046.5000 lr 0.0930 vocab_size 287225 (12.26s/20.87m) [Shuffling 9] loss 4124164.0000 lr 0.0920 vocab_size 287225 (12.15s/20.85m) [Shuffling 10] loss 3953724.7500 lr 0.0910 vocab_size 287225 (12.42s/20.87m) [Shuffling 11] loss 4167572.5000 lr 0.0900 vocab_size 287225 (12.15s/20.85m) [Shuffling 12] loss 4051814.0000 lr 0.0890 vocab_size 287225 (12.38s/20.87m) [Shuffling 13] loss 4116143.7500 lr 0.0880 vocab_size 287225 (12.14s/20.85m) [Shuffling 14] loss 4120919.5000 lr 0.0870 vocab_size 287225 (12.29s/20.85m) [Shuffling 15] loss 4199360.0000 lr 0.0860 vocab_size 287225 (12.15s/20.84m) [Shuffling 16] loss 4144993.2500 lr 0.0850 vocab_size 287225 (12.22s/20.84m) [Shuffling 17] loss 4227463.5000 lr 0.0840 vocab_size 287225 (12.25s/20.83m) [Shuffling 18] loss 4097562.2500 lr 0.0830 vocab_size 287225 (12.36s/20.84m) [Shuffling 19] loss 4021707.5000 lr 0.0820 vocab_size 287225 (12.27s/20.84m) [Shuffling 20] loss 4121133.0000 lr 0.0810 vocab_size 287225 (12.31s/20.85m) [Shuffling 21] loss 3903019.2500 lr 0.0800 vocab_size 287225 (12.45s/20.86m) [Shuffling 22] loss 3963803.2500 lr 0.0790 vocab_size 287225 (12.23s/20.86m) [Shuffling 23] loss 3960616.7500 lr 0.0780 vocab_size 287225 (12.24s/20.86m) [Shuffling 24] loss 3936491.2500 lr 0.0770 vocab_size 287225 (12.18s/20.85m) [Shuffling 25] loss 4040779.5000 lr 0.0760 vocab_size 287225 (12.26s/20.85m) [Shuffling 26] loss 3913052.2500 lr 0.0750 vocab_size 287225 (12.11s/20.84m) [Shuffling 27] loss 3919187.0000 lr 0.0740 vocab_size 287225 (12.12s/20.83m) [Shuffling 28] loss 4088244.2500 lr 0.0730 vocab_size 287225 (12.24s/20.83m) [Shuffling 29] loss 4140759.5000 lr 0.0720 vocab_size 287225 (12.40s/20.84m) [Shuffling 30] loss 4029329.2500 lr 0.0710 vocab_size 287225 (12.11s/20.83m) [Shuffling 31] loss 3904334.2500 lr 0.0700 vocab_size 287225 (12.38s/20.84m) [Shuffling 32] loss 4038247.7500 lr 0.0690 vocab_size 287225 (12.28s/20.84m) [Shuffling 33] loss 4010516.0000 lr 0.0680 vocab_size 287225 (12.06s/20.83m) [Shuffling 34] loss 3965896.2500 lr 0.0670 vocab_size 287225 (12.21s/20.82m) [Shuffling 35] loss 3982092.2500 lr 0.0660 vocab_size 287225 (12.25s/20.82m) [Shuffling 36] loss 3888864.7500 lr 0.0650 vocab_size 287225 (12.36s/20.83m) [Shuffling 37] loss 3948840.2500 lr 0.0640 vocab_size 287225 (12.29s/20.83m) [Shuffling 38] loss 3959431.5000 lr 0.0630 vocab_size 287225 (12.24s/20.83m) [Shuffling 39] loss 3982463.5000 lr 0.0620 vocab_size 287225 (12.31s/20.83m) [Shuffling 40] loss 3943503.5000 lr 0.0610 vocab_size 287225 (12.28s/20.83m) [Shuffling 41] loss 3828833.2500 lr 0.0600 vocab_size 287225 (12.29s/20.83m) [Shuffling 42] loss 3948261.0000 lr 0.0590 vocab_size 287225 (12.22s/20.83m) [Shuffling 43] loss 3865263.5000 lr 0.0580 vocab_size 287225 (12.36s/20.84m) [Shuffling 44] loss 3771700.7500 lr 0.0570 vocab_size 287225 (12.43s/20.84m) [Shuffling 45] loss 3836033.5000 lr 0.0560 vocab_size 287225 (12.34s/20.85m) [Shuffling 46] loss 3912000.5000 lr 0.0550 vocab_size 287225 (12.33s/20.85m) [Shuffling 47] loss 3886467.2500 lr 0.0540 vocab_size 287225 (12.33s/20.85m) [Shuffling 48] loss 3929566.7500 lr 0.0530 vocab_size 287225 (12.22s/20.85m) [Shuffling 49] loss 3961657.5000 lr 0.0520 vocab_size 287225 (12.30s/20.85m) [Shuffling 50] loss 3908650.7500 lr 0.0510 vocab_size 287225 (12.41s/20.85m) [Shuffling 51] loss 3803050.7500 lr 0.0500 vocab_size 287225 (12.40s/20.86m) [Shuffling 52] loss 3902209.2500 lr 0.0491 vocab_size 287225 (12.25s/20.86m) [Shuffling 53] loss 3893079.0000 lr 0.0481 vocab_size 287225 (12.17s/20.85m) [Shuffling 54] loss 3935893.2500 lr 0.0471 vocab_size 287225 (12.31s/20.86m) [Shuffling 55] loss 3848989.0000 lr 0.0461 vocab_size 287225 (12.27s/20.86m) [Shuffling 56] loss 3823248.2500 lr 0.0451 vocab_size 287225 (12.23s/20.85m) [Shuffling 57] loss 3896295.7500 lr 0.0441 vocab_size 287225 (12.51s/20.86m) [Shuffling 58] loss 3850875.2500 lr 0.0431 vocab_size 287225 (12.81s/20.88m) [Shuffling 59] loss 3822461.5000 lr 0.0421 vocab_size 287225 (12.61s/20.89m) [Shuffling 60] loss 3891660.7500 lr 0.0411 vocab_size 287225 (13.03s/20.91m) [Shuffling 61] loss 3840239.2500 lr 0.0401 vocab_size 287225 (12.40s/20.91m) [Shuffling 62] loss 3733404.0000 lr 0.0391 vocab_size 287225 (14.05s/20.96m) [Shuffling 63] loss 3767923.2500 lr 0.0381 vocab_size 287225 (12.52s/20.96m) [Shuffling 64] loss 3912719.2500 lr 0.0371 vocab_size 287225 (12.69s/20.97m) [Shuffling 65] loss 3660881.5000 lr 0.0361 vocab_size 287225 (12.70s/20.98m) [Shuffling 66] loss 3925709.0000 lr 0.0351 vocab_size 287225 (12.56s/20.99m) [Shuffling 67] loss 3726656.2500 lr 0.0341 vocab_size 287225 (12.70s/21.00m) [Shuffling 68] loss 3708060.7500 lr 0.0331 vocab_size 287225 (12.63s/21.01m) [Shuffling 69] loss 3744878.7500 lr 0.0321 vocab_size 287225 (12.52s/21.01m) [Shuffling 70] loss 3774974.2500 lr 0.0311 vocab_size 287225 (12.60s/21.02m) [Shuffling 71] loss 3712559.7500 lr 0.0301 vocab_size 287225 (14.07s/21.06m) [Shuffling 72] loss 3766291.7500 lr 0.0291 vocab_size 287225 (12.67s/21.06m) [Shuffling 73] loss 3780242.7500 lr 0.0281 vocab_size 287225 (12.50s/21.07m) [Shuffling 74] loss 3728629.0000 lr 0.0271 vocab_size 287225 (12.52s/21.07m) [Shuffling 75] loss 3842235.2500 lr 0.0261 vocab_size 287225 (13.74s/21.10m) [Shuffling 76] loss 3712024.0000 lr 0.0251 vocab_size 287225 (12.71s/21.11m) [Shuffling 77] loss 3762771.7500 lr 0.0241 vocab_size 287225 (12.59s/21.11m) [Shuffling 78] loss 3681610.0000 lr 0.0231 vocab_size 287225 (12.67s/21.12m) [Shuffling 79] loss 3810831.5000 lr 0.0221 vocab_size 287225 (12.67s/21.12m) [Shuffling 80] loss 3766986.0000 lr 0.0211 vocab_size 287225 (13.91s/21.15m) [Shuffling 81] loss 3513835.7500 lr 0.0201 vocab_size 287225 (12.67s/21.16m) [Shuffling 82] loss 3767278.5000 lr 0.0191 vocab_size 287225 (12.53s/21.16m) [Shuffling 83] loss 3740685.2500 lr 0.0181 vocab_size 287225 (12.60s/21.16m) [Shuffling 84] loss 3608835.7500 lr 0.0171 vocab_size 287225 (12.63s/21.17m) [Shuffling 85] loss 3745339.7500 lr 0.0161 vocab_size 287225 (12.71s/21.17m) [Shuffling 86] loss 3762604.2500 lr 0.0151 vocab_size 287225 (12.57s/21.17m) [Shuffling 87] loss 3713458.2500 lr 0.0141 vocab_size 287225 (12.54s/21.18m) [Shuffling 88] loss 3790725.2500 lr 0.0131 vocab_size 287225 (12.57s/21.18m) [Shuffling 89] loss 3635166.0000 lr 0.0121 vocab_size 287225 (12.62s/21.18m) [Shuffling 90] loss 3637116.5000 lr 0.0111 vocab_size 287225 (12.48s/21.18m) [Shuffling 91] loss 3699558.5000 lr 0.0101 vocab_size 287225 (13.61s/21.20m) [Shuffling 92] loss 3814719.0000 lr 0.0091 vocab_size 287225 (12.44s/21.20m) [Shuffling 93] loss 3586314.0000 lr 0.0081 vocab_size 287225 (12.76s/21.21m) [Shuffling 94] loss 3650833.7500 lr 0.0071 vocab_size 287225 (12.59s/21.21m) [Shuffling 95] loss 3572016.5000 lr 0.0061 vocab_size 287225 (13.82s/21.23m) [Shuffling 96] loss 3601298.5000 lr 0.0051 vocab_size 287225 (12.56s/21.24m) [Shuffling 97] loss 3794949.5000 lr 0.0041 vocab_size 287225 (27.27s/21.49m) [Shuffling 98] loss 3490440.0000 lr 0.0031 vocab_size 287225 (25.46s/21.71m) [Shuffling 99] loss 3660033.2500 lr 0.0021 vocab_size 287225 (28.52s/21.97m) [Shuffling 100] loss 3530374.5000 lr 0.0011 vocab_size 287225 (53.12s/22.64m) [03/12/24-19:12:24] Training finished, training Time 22.64m