num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W10D-0.1000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W10D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W10D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/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_Large/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 [03/12/24-18:27:22] Start training [03/12/24-18:27:22] Building vocabulary [03/12/24-18:27:46] Vocabulary size is 287225 [Shuffling 1] loss 5707213.0000 lr 0.1000 vocab_size 287225 (12.58s/21.36m) [Shuffling 2] loss 4570395.0000 lr 0.0990 vocab_size 287225 (13.00s/21.72m) [Shuffling 3] loss 4780257.5000 lr 0.0980 vocab_size 287225 (12.83s/21.74m) [Shuffling 4] loss 4444143.5000 lr 0.0970 vocab_size 287225 (12.92s/21.79m) [Shuffling 5] loss 4349163.0000 lr 0.0960 vocab_size 287225 (13.10s/21.88m) [Shuffling 6] loss 4373856.0000 lr 0.0950 vocab_size 287225 (12.81s/21.86m) [Shuffling 7] loss 4320432.5000 lr 0.0940 vocab_size 287225 (13.00s/21.89m) [Shuffling 8] loss 4346117.5000 lr 0.0930 vocab_size 287225 (12.77s/21.86m) [Shuffling 9] loss 4194645.5000 lr 0.0920 vocab_size 287225 (12.90s/21.87m) [Shuffling 10] loss 4234379.5000 lr 0.0910 vocab_size 287225 (12.75s/21.85m) [Shuffling 11] loss 4107284.2500 lr 0.0900 vocab_size 287225 (12.96s/21.86m) [Shuffling 12] loss 4286345.0000 lr 0.0890 vocab_size 287225 (12.76s/21.85m) [Shuffling 13] loss 4273791.5000 lr 0.0880 vocab_size 287225 (12.78s/21.84m) [Shuffling 14] loss 4125098.0000 lr 0.0870 vocab_size 287225 (12.70s/21.82m) [Shuffling 15] loss 4207283.0000 lr 0.0860 vocab_size 287225 (12.84s/21.82m) [Shuffling 16] loss 4105896.5000 lr 0.0850 vocab_size 287225 (12.93s/21.82m) [Shuffling 17] loss 4423997.5000 lr 0.0840 vocab_size 287225 (12.76s/21.81m) [Shuffling 18] loss 4335768.5000 lr 0.0830 vocab_size 287225 (12.76s/21.81m) [Shuffling 19] loss 4308474.0000 lr 0.0820 vocab_size 287225 (12.71s/21.80m) [Shuffling 20] loss 4118464.5000 lr 0.0810 vocab_size 287225 (12.66s/21.78m) [Shuffling 21] loss 4173172.2500 lr 0.0800 vocab_size 287225 (12.83s/21.78m) [Shuffling 22] loss 4266985.5000 lr 0.0790 vocab_size 287225 (12.91s/21.79m) [Shuffling 23] loss 4265589.0000 lr 0.0780 vocab_size 287225 (12.74s/21.78m) [Shuffling 24] loss 4290193.5000 lr 0.0770 vocab_size 287225 (12.75s/21.77m) [Shuffling 25] loss 4101862.5000 lr 0.0760 vocab_size 287225 (12.89s/21.78m) [Shuffling 26] loss 4204675.0000 lr 0.0750 vocab_size 287225 (12.78s/21.78m) [Shuffling 27] loss 4118881.0000 lr 0.0740 vocab_size 287225 (12.78s/21.77m) [Shuffling 28] loss 4024081.0000 lr 0.0730 vocab_size 287225 (12.84s/21.78m) [Shuffling 29] loss 4222877.0000 lr 0.0720 vocab_size 287225 (12.72s/21.77m) [Shuffling 30] loss 4081239.5000 lr 0.0710 vocab_size 287225 (12.77s/21.77m) [Shuffling 31] loss 4169105.0000 lr 0.0700 vocab_size 287225 (12.78s/21.76m) [Shuffling 32] loss 4154908.2500 lr 0.0690 vocab_size 287225 (12.83s/21.76m) [Shuffling 33] loss 4130745.2500 lr 0.0680 vocab_size 287225 (12.76s/21.76m) [Shuffling 34] loss 4027980.2500 lr 0.0670 vocab_size 287225 (12.71s/21.76m) [Shuffling 35] loss 4088007.0000 lr 0.0660 vocab_size 287225 (12.66s/21.75m) [Shuffling 36] loss 3990080.7500 lr 0.0650 vocab_size 287225 (12.90s/21.75m) [Shuffling 37] loss 4137588.2500 lr 0.0640 vocab_size 287225 (12.85s/21.76m) [Shuffling 38] loss 4131492.2500 lr 0.0630 vocab_size 287225 (12.76s/21.75m) [Shuffling 39] loss 4182958.7500 lr 0.0620 vocab_size 287225 (12.80s/21.75m) [Shuffling 40] loss 4111258.2500 lr 0.0610 vocab_size 287225 (12.82s/21.75m) [Shuffling 41] loss 4131860.5000 lr 0.0600 vocab_size 287225 (12.59s/21.74m) [Shuffling 42] loss 4311266.0000 lr 0.0590 vocab_size 287225 (12.80s/21.74m) [Shuffling 43] loss 4051034.0000 lr 0.0580 vocab_size 287225 (12.82s/21.75m) [Shuffling 44] loss 4088729.0000 lr 0.0570 vocab_size 287225 (12.70s/21.74m) [Shuffling 45] loss 4215051.5000 lr 0.0560 vocab_size 287225 (13.03s/21.75m) [Shuffling 46] loss 4097756.5000 lr 0.0550 vocab_size 287225 (12.84s/21.75m) [Shuffling 47] loss 4033195.7500 lr 0.0540 vocab_size 287225 (13.03s/21.76m) [Shuffling 48] loss 4031560.0000 lr 0.0530 vocab_size 287225 (12.99s/21.77m) [Shuffling 49] loss 4032457.2500 lr 0.0520 vocab_size 287225 (12.82s/21.77m) [Shuffling 50] loss 3986213.0000 lr 0.0510 vocab_size 287225 (12.99s/21.77m) [Shuffling 51] loss 4370487.5000 lr 0.0500 vocab_size 287225 (12.86s/21.77m) [Shuffling 52] loss 4082231.0000 lr 0.0491 vocab_size 287225 (12.78s/21.77m) [Shuffling 53] loss 4104173.5000 lr 0.0481 vocab_size 287225 (12.59s/21.76m) [Shuffling 54] loss 4127083.5000 lr 0.0471 vocab_size 287225 (12.70s/21.76m) [Shuffling 55] loss 4063844.5000 lr 0.0461 vocab_size 287225 (12.81s/21.76m) [Shuffling 56] loss 4165899.0000 lr 0.0451 vocab_size 287225 (12.79s/21.76m) [Shuffling 57] loss 4042709.0000 lr 0.0441 vocab_size 287225 (12.83s/21.76m) [Shuffling 58] loss 3938007.2500 lr 0.0431 vocab_size 287225 (12.97s/21.76m) [Shuffling 59] loss 4278202.0000 lr 0.0421 vocab_size 287225 (12.79s/21.76m) [Shuffling 60] loss 4164888.7500 lr 0.0411 vocab_size 287225 (12.87s/21.77m) [Shuffling 61] loss 4054747.0000 lr 0.0401 vocab_size 287225 (12.89s/21.77m) [Shuffling 62] loss 4104973.0000 lr 0.0391 vocab_size 287225 (12.88s/21.77m) [Shuffling 63] loss 4045225.7500 lr 0.0381 vocab_size 287225 (12.84s/21.77m) [Shuffling 64] loss 4025831.2500 lr 0.0371 vocab_size 287225 (12.88s/21.77m) [Shuffling 65] loss 4009355.2500 lr 0.0361 vocab_size 287225 (12.86s/21.77m) [Shuffling 66] loss 4051267.5000 lr 0.0351 vocab_size 287225 (12.74s/21.77m) [Shuffling 67] loss 3973483.5000 lr 0.0341 vocab_size 287225 (12.89s/21.77m) [Shuffling 68] loss 4138640.7500 lr 0.0331 vocab_size 287225 (12.76s/21.77m) [Shuffling 69] loss 4070558.2500 lr 0.0321 vocab_size 287225 (12.88s/21.77m) [Shuffling 70] loss 3910538.0000 lr 0.0311 vocab_size 287225 (13.05s/21.78m) [Shuffling 71] loss 3944329.0000 lr 0.0301 vocab_size 287225 (12.83s/21.78m) [Shuffling 72] loss 3869422.0000 lr 0.0291 vocab_size 287225 (13.02s/21.78m) [Shuffling 73] loss 3954411.2500 lr 0.0281 vocab_size 287225 (12.74s/21.78m) [Shuffling 74] loss 4018197.0000 lr 0.0271 vocab_size 287225 (12.85s/21.78m) [Shuffling 75] loss 3943614.7500 lr 0.0261 vocab_size 287225 (12.80s/21.78m) [Shuffling 76] loss 3796596.0000 lr 0.0251 vocab_size 287225 (13.06s/21.79m) [Shuffling 77] loss 3802129.5000 lr 0.0241 vocab_size 287225 (12.98s/21.79m) [Shuffling 78] loss 3980921.5000 lr 0.0231 vocab_size 287225 (12.89s/21.79m) [Shuffling 79] loss 3963336.5000 lr 0.0221 vocab_size 287225 (12.86s/21.79m) [Shuffling 80] loss 4020043.2500 lr 0.0211 vocab_size 287225 (12.66s/21.79m) [Shuffling 81] loss 4136375.2500 lr 0.0201 vocab_size 287225 (12.86s/21.79m) [Shuffling 82] loss 3955916.5000 lr 0.0191 vocab_size 287225 (12.90s/21.79m) [Shuffling 83] loss 3883031.0000 lr 0.0181 vocab_size 287225 (12.81s/21.79m) [Shuffling 84] loss 4131021.2500 lr 0.0171 vocab_size 287225 (12.90s/21.79m) [Shuffling 85] loss 3923151.2500 lr 0.0161 vocab_size 287225 (12.64s/21.79m) [Shuffling 86] loss 3882649.0000 lr 0.0151 vocab_size 287225 (12.78s/21.79m) [Shuffling 87] loss 3781918.5000 lr 0.0141 vocab_size 287225 (12.85s/21.79m) [Shuffling 88] loss 4103378.5000 lr 0.0131 vocab_size 287225 (12.82s/21.79m) [Shuffling 89] loss 3909134.5000 lr 0.0121 vocab_size 287225 (12.69s/21.78m) [Shuffling 90] loss 3899616.5000 lr 0.0111 vocab_size 287225 (12.70s/21.78m) [Shuffling 91] loss 4022308.0000 lr 0.0101 vocab_size 287225 (12.64s/21.78m) [Shuffling 92] loss 3678405.7500 lr 0.0091 vocab_size 287225 (12.90s/21.78m) [Shuffling 93] loss 3868191.0000 lr 0.0081 vocab_size 287225 (13.66s/21.79m) [Shuffling 94] loss 3857490.5000 lr 0.0071 vocab_size 287225 (12.59s/21.79m) [Shuffling 95] loss 3736936.5000 lr 0.0061 vocab_size 287225 (13.67s/21.80m) [Shuffling 96] loss 3988804.0000 lr 0.0051 vocab_size 287225 (13.61s/21.82m) [Shuffling 97] loss 3752833.0000 lr 0.0041 vocab_size 287225 (13.58s/21.83m) [Shuffling 98] loss 3775141.2500 lr 0.0031 vocab_size 287225 (13.30s/21.84m) [Shuffling 99] loss 3766833.7500 lr 0.0021 vocab_size 287225 (25.35s/22.05m) [Shuffling 100] loss 3903904.7500 lr 0.0011 vocab_size 287225 (25.23s/22.25m) [03/12/24-18:49:37] Training finished, training Time 22.25m