num_sent_processes: 4 [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W100D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W100D-0.1000r/shuffled_datasets [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W100D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/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_Large/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 [03/12/24-19:12:31] Start training [03/12/24-19:12:31] Building vocabulary [03/12/24-19:13:22] Vocabulary size is 287225 [Shuffling 1] loss 5738997.5000 lr 0.1000 vocab_size 287225 (13.16s/22.79m) [Shuffling 2] loss 4697734.5000 lr 0.0990 vocab_size 287225 (13.43s/23.03m) [Shuffling 3] loss 4619790.5000 lr 0.0980 vocab_size 287225 (13.30s/23.04m) [Shuffling 4] loss 4519748.5000 lr 0.0970 vocab_size 287225 (13.38s/23.08m) [Shuffling 5] loss 4357420.0000 lr 0.0960 vocab_size 287225 (13.59s/23.17m) [Shuffling 6] loss 4398431.0000 lr 0.0950 vocab_size 287225 (13.13s/23.10m) [Shuffling 7] loss 4256049.0000 lr 0.0940 vocab_size 287225 (13.45s/23.13m) [Shuffling 8] loss 4250482.0000 lr 0.0930 vocab_size 287225 (13.20s/23.10m) [Shuffling 9] loss 4305224.5000 lr 0.0920 vocab_size 287225 (12.85s/23.01m) [Shuffling 10] loss 4426583.5000 lr 0.0910 vocab_size 287225 (13.19s/23.00m) [Shuffling 11] loss 4468775.5000 lr 0.0900 vocab_size 287225 (12.99s/22.95m) [Shuffling 12] loss 4442988.0000 lr 0.0890 vocab_size 287225 (13.05s/22.93m) [Shuffling 13] loss 4374017.0000 lr 0.0880 vocab_size 287225 (13.17s/22.92m) [Shuffling 14] loss 4350408.0000 lr 0.0870 vocab_size 287225 (13.19s/22.92m) [Shuffling 15] loss 4264703.5000 lr 0.0860 vocab_size 287225 (13.08s/22.90m) [Shuffling 16] loss 4364336.0000 lr 0.0850 vocab_size 287225 (13.15s/22.90m) [Shuffling 17] loss 4291226.5000 lr 0.0840 vocab_size 287225 (13.05s/22.88m) [Shuffling 18] loss 4248497.5000 lr 0.0830 vocab_size 287225 (13.53s/22.91m) [Shuffling 19] loss 4278417.5000 lr 0.0820 vocab_size 287225 (13.17s/22.91m) [Shuffling 20] loss 4319227.0000 lr 0.0810 vocab_size 287225 (13.22s/22.91m) [Shuffling 21] loss 4338531.0000 lr 0.0800 vocab_size 287225 (13.13s/22.90m) [Shuffling 22] loss 4350257.5000 lr 0.0790 vocab_size 287225 (13.16s/22.90m) [Shuffling 23] loss 4209184.5000 lr 0.0780 vocab_size 287225 (13.41s/22.91m) [Shuffling 24] loss 4225986.5000 lr 0.0770 vocab_size 287225 (12.92s/22.89m) [Shuffling 25] loss 4400982.5000 lr 0.0760 vocab_size 287225 (13.06s/22.88m) [Shuffling 26] loss 4278029.0000 lr 0.0750 vocab_size 287225 (13.13s/22.88m) [Shuffling 27] loss 4243220.5000 lr 0.0740 vocab_size 287225 (13.15s/22.87m) [Shuffling 28] loss 4228303.0000 lr 0.0730 vocab_size 287225 (12.83s/22.85m) [Shuffling 29] loss 4261617.5000 lr 0.0720 vocab_size 287225 (13.11s/22.85m) [Shuffling 30] loss 4225111.0000 lr 0.0710 vocab_size 287225 (13.04s/22.84m) [Shuffling 31] loss 4391958.0000 lr 0.0700 vocab_size 287225 (13.04s/22.83m) [Shuffling 32] loss 4447616.0000 lr 0.0690 vocab_size 287225 (12.91s/22.82m) [Shuffling 33] loss 4283664.5000 lr 0.0680 vocab_size 287225 (13.12s/22.82m) [Shuffling 34] loss 4213309.0000 lr 0.0670 vocab_size 287225 (13.08s/22.81m) [Shuffling 35] loss 4152470.5000 lr 0.0660 vocab_size 287225 (13.48s/22.83m) [Shuffling 36] loss 4243970.5000 lr 0.0650 vocab_size 287225 (13.04s/22.82m) [Shuffling 37] loss 4155347.2500 lr 0.0640 vocab_size 287225 (13.16s/22.82m) [Shuffling 38] loss 4065155.5000 lr 0.0630 vocab_size 287225 (13.44s/22.84m) [Shuffling 39] loss 4262614.0000 lr 0.0620 vocab_size 287225 (13.07s/22.83m) [Shuffling 40] loss 3975738.0000 lr 0.0610 vocab_size 287225 (13.39s/22.84m) [Shuffling 41] loss 4250225.0000 lr 0.0600 vocab_size 287225 (12.91s/22.83m) [Shuffling 42] loss 4116819.0000 lr 0.0590 vocab_size 287225 (13.30s/22.84m) [Shuffling 43] loss 4163810.2500 lr 0.0580 vocab_size 287225 (13.07s/22.83m) [Shuffling 44] loss 4151573.0000 lr 0.0570 vocab_size 287225 (13.08s/22.83m) [Shuffling 45] loss 4024174.2500 lr 0.0560 vocab_size 287225 (13.14s/22.83m) [Shuffling 46] loss 4051901.0000 lr 0.0550 vocab_size 287225 (12.88s/22.82m) [Shuffling 47] loss 4070843.0000 lr 0.0540 vocab_size 287225 (13.15s/22.82m) [Shuffling 48] loss 4097289.0000 lr 0.0530 vocab_size 287225 (13.07s/22.81m) [Shuffling 49] loss 4231596.5000 lr 0.0520 vocab_size 287225 (13.02s/22.81m) [Shuffling 50] loss 4050690.0000 lr 0.0510 vocab_size 287225 (12.98s/22.80m) [Shuffling 51] loss 4014783.0000 lr 0.0500 vocab_size 287225 (13.21s/22.81m) [Shuffling 52] loss 4010777.7500 lr 0.0491 vocab_size 287225 (13.22s/22.81m) [Shuffling 53] loss 4013831.0000 lr 0.0481 vocab_size 287225 (13.19s/22.81m) [Shuffling 54] loss 4008295.0000 lr 0.0471 vocab_size 287225 (13.27s/22.81m) [Shuffling 55] loss 3947729.2500 lr 0.0461 vocab_size 287225 (13.46s/22.82m) [Shuffling 56] loss 3942810.7500 lr 0.0451 vocab_size 287225 (13.45s/22.83m) [Shuffling 57] loss 4113020.7500 lr 0.0441 vocab_size 287225 (13.30s/22.84m) [Shuffling 58] loss 4139421.0000 lr 0.0431 vocab_size 287225 (13.08s/22.83m) [Shuffling 59] loss 4071151.2500 lr 0.0421 vocab_size 287225 (13.28s/22.84m) [Shuffling 60] loss 4129020.2500 lr 0.0411 vocab_size 287225 (13.19s/22.84m) [Shuffling 61] loss 3999207.5000 lr 0.0401 vocab_size 287225 (12.85s/22.83m) [Shuffling 62] loss 4102608.5000 lr 0.0391 vocab_size 287225 (13.34s/22.83m) [Shuffling 63] loss 3931772.0000 lr 0.0381 vocab_size 287225 (13.60s/22.85m) [Shuffling 64] loss 4114187.5000 lr 0.0371 vocab_size 287225 (12.99s/22.84m) [Shuffling 65] loss 4133489.2500 lr 0.0361 vocab_size 287225 (13.34s/22.85m) [Shuffling 66] loss 4024370.7500 lr 0.0351 vocab_size 287225 (13.27s/22.85m) [Shuffling 67] loss 3913422.0000 lr 0.0341 vocab_size 287225 (13.41s/22.85m) [Shuffling 68] loss 3886261.7500 lr 0.0331 vocab_size 287225 (13.42s/22.86m) [Shuffling 69] loss 4042753.2500 lr 0.0321 vocab_size 287225 (13.16s/22.86m) [Shuffling 70] loss 3898607.7500 lr 0.0311 vocab_size 287225 (13.07s/22.86m) [Shuffling 71] loss 3870230.2500 lr 0.0301 vocab_size 287225 (13.58s/22.87m) [Shuffling 72] loss 3960524.5000 lr 0.0291 vocab_size 287225 (13.00s/22.86m) [Shuffling 73] loss 3927278.5000 lr 0.0281 vocab_size 287225 (13.20s/22.86m) [Shuffling 74] loss 4036979.0000 lr 0.0271 vocab_size 287225 (13.30s/22.86m) [Shuffling 75] loss 3966528.2500 lr 0.0261 vocab_size 287225 (13.39s/22.87m) [Shuffling 76] loss 3860296.2500 lr 0.0251 vocab_size 287225 (13.54s/22.88m) [Shuffling 77] loss 3851703.5000 lr 0.0241 vocab_size 287225 (13.35s/22.88m) [Shuffling 78] loss 3877285.0000 lr 0.0231 vocab_size 287225 (13.05s/22.88m) [Shuffling 79] loss 3837071.2500 lr 0.0221 vocab_size 287225 (13.39s/22.88m) [Shuffling 80] loss 3861145.5000 lr 0.0211 vocab_size 287225 (13.16s/22.88m) [Shuffling 81] loss 3987992.5000 lr 0.0201 vocab_size 287225 (13.22s/22.88m) [Shuffling 82] loss 3861987.5000 lr 0.0191 vocab_size 287225 (12.93s/22.87m) [Shuffling 83] loss 3923019.2500 lr 0.0181 vocab_size 287225 (13.26s/22.88m) [Shuffling 84] loss 3907030.2500 lr 0.0171 vocab_size 287225 (13.12s/22.87m) [Shuffling 85] loss 3859339.0000 lr 0.0161 vocab_size 287225 (13.20s/22.87m) [Shuffling 86] loss 3946457.5000 lr 0.0151 vocab_size 287225 (13.16s/22.87m) [Shuffling 87] loss 3894439.7500 lr 0.0141 vocab_size 287225 (13.23s/22.87m) [Shuffling 88] loss 3823343.7500 lr 0.0131 vocab_size 287225 (13.43s/22.88m) [Shuffling 89] loss 3881584.0000 lr 0.0121 vocab_size 287225 (13.06s/22.88m) [Shuffling 90] loss 3762580.2500 lr 0.0111 vocab_size 287225 (13.50s/22.88m) [Shuffling 91] loss 3857932.7500 lr 0.0101 vocab_size 287225 (13.34s/22.88m) [Shuffling 92] loss 3802087.2500 lr 0.0091 vocab_size 287225 (13.15s/22.88m) [Shuffling 93] loss 3888826.0000 lr 0.0081 vocab_size 287225 (13.18s/22.88m) [Shuffling 94] loss 3880122.5000 lr 0.0071 vocab_size 287225 (13.06s/22.88m) [Shuffling 95] loss 3822430.7500 lr 0.0061 vocab_size 287225 (13.25s/22.88m) [Shuffling 96] loss 3753500.0000 lr 0.0051 vocab_size 287225 (13.50s/22.89m) [Shuffling 97] loss 3881587.2500 lr 0.0041 vocab_size 287225 (13.21s/22.89m) [Shuffling 98] loss 3764844.0000 lr 0.0031 vocab_size 287225 (13.03s/22.88m) [Shuffling 99] loss 3818381.2500 lr 0.0021 vocab_size 287225 (13.39s/22.89m) [Shuffling 100] loss 3792418.5000 lr 0.0011 vocab_size 287225 (13.19s/22.89m) [03/12/24-19:35:25] Training finished, training Time 22.89m