num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W100D-0.1000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W100D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W100D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/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_Medium/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} Using cbow, negative sampling with 5 negative samples [03/12/24-18:51:07] Start training [03/12/24-18:51:07] Building vocabulary [03/12/24-18:51:27] Vocabulary size is 232626 [Shuffling 1] loss 4838635.0000 lr 0.1000 vocab_size 232626 (12.19s/20.64m) [Shuffling 2] loss 4307547.0000 lr 0.0990 vocab_size 232626 (12.22s/20.67m) [Shuffling 3] loss 4224456.0000 lr 0.0980 vocab_size 232626 (12.28s/20.71m) [Shuffling 4] loss 4255114.5000 lr 0.0970 vocab_size 232626 (12.10s/20.66m) [Shuffling 5] loss 3994633.5000 lr 0.0960 vocab_size 232626 (12.15s/20.64m) [Shuffling 6] loss 4066664.5000 lr 0.0950 vocab_size 232626 (12.01s/20.59m) [Shuffling 7] loss 4252988.5000 lr 0.0940 vocab_size 232626 (11.85s/20.52m) [Shuffling 8] loss 4087034.0000 lr 0.0930 vocab_size 232626 (11.93s/20.48m) [Shuffling 9] loss 4314296.5000 lr 0.0920 vocab_size 232626 (11.97s/20.46m) [Shuffling 10] loss 4415795.0000 lr 0.0910 vocab_size 232626 (11.89s/20.43m) [Shuffling 11] loss 4412749.0000 lr 0.0900 vocab_size 232626 (11.93s/20.41m) [Shuffling 12] loss 4286792.0000 lr 0.0890 vocab_size 232626 (11.98s/20.40m) [Shuffling 13] loss 4448390.0000 lr 0.0880 vocab_size 232626 (11.96s/20.39m) [Shuffling 14] loss 4389270.0000 lr 0.0870 vocab_size 232626 (11.96s/20.38m) [Shuffling 15] loss 4482235.0000 lr 0.0860 vocab_size 232626 (11.85s/20.36m) [Shuffling 16] loss 4462149.5000 lr 0.0850 vocab_size 232626 (11.77s/20.33m) [Shuffling 17] loss 4506262.0000 lr 0.0840 vocab_size 232626 (11.65s/20.30m) [Shuffling 18] loss 4422958.0000 lr 0.0830 vocab_size 232626 (11.90s/20.29m) [Shuffling 19] loss 4446352.5000 lr 0.0820 vocab_size 232626 (11.82s/20.28m) [Shuffling 20] loss 4564866.0000 lr 0.0810 vocab_size 232626 (11.94s/20.28m) [Shuffling 21] loss 4412561.0000 lr 0.0800 vocab_size 232626 (11.76s/20.26m) [Shuffling 22] loss 4408593.0000 lr 0.0790 vocab_size 232626 (11.86s/20.25m) [Shuffling 23] loss 4316213.0000 lr 0.0780 vocab_size 232626 (11.69s/20.23m) [Shuffling 24] loss 4270300.0000 lr 0.0770 vocab_size 232626 (11.76s/20.22m) [Shuffling 25] loss 4182525.7500 lr 0.0760 vocab_size 232626 (11.88s/20.22m) [Shuffling 26] loss 4132929.0000 lr 0.0750 vocab_size 232626 (11.89s/20.21m) [Shuffling 27] loss 4200286.5000 lr 0.0740 vocab_size 232626 (12.01s/20.22m) [Shuffling 28] loss 4254193.0000 lr 0.0730 vocab_size 232626 (11.87s/20.22m) [Shuffling 29] loss 4027964.5000 lr 0.0720 vocab_size 232626 (11.88s/20.21m) [Shuffling 30] loss 4272592.0000 lr 0.0710 vocab_size 232626 (11.82s/20.21m) [Shuffling 31] loss 4324689.0000 lr 0.0700 vocab_size 232626 (11.96s/20.21m) [Shuffling 32] loss 4322717.5000 lr 0.0690 vocab_size 232626 (12.00s/20.21m) [Shuffling 33] loss 4223956.0000 lr 0.0680 vocab_size 232626 (11.81s/20.21m) [Shuffling 34] loss 4098897.7500 lr 0.0670 vocab_size 232626 (11.80s/20.20m) [Shuffling 35] loss 4128823.2500 lr 0.0660 vocab_size 232626 (11.79s/20.19m) [Shuffling 36] loss 4150411.7500 lr 0.0650 vocab_size 232626 (11.97s/20.20m) [Shuffling 37] loss 4041849.7500 lr 0.0640 vocab_size 232626 (11.92s/20.20m) [Shuffling 38] loss 3960895.7500 lr 0.0630 vocab_size 232626 (12.07s/20.20m) [Shuffling 39] loss 4197019.0000 lr 0.0620 vocab_size 232626 (11.90s/20.20m) [Shuffling 40] loss 4094488.2500 lr 0.0610 vocab_size 232626 (11.74s/20.19m) [Shuffling 41] loss 4132593.7500 lr 0.0600 vocab_size 232626 (11.82s/20.19m) [Shuffling 42] loss 3967237.7500 lr 0.0590 vocab_size 232626 (11.92s/20.19m) [Shuffling 43] loss 3932654.7500 lr 0.0580 vocab_size 232626 (12.07s/20.20m) [Shuffling 44] loss 4176376.5000 lr 0.0570 vocab_size 232626 (11.82s/20.19m) [Shuffling 45] loss 4007253.2500 lr 0.0560 vocab_size 232626 (11.84s/20.19m) [Shuffling 46] loss 4033315.2500 lr 0.0550 vocab_size 232626 (11.89s/20.19m) [Shuffling 47] loss 4076990.0000 lr 0.0540 vocab_size 232626 (12.03s/20.19m) [Shuffling 48] loss 4064524.0000 lr 0.0530 vocab_size 232626 (11.98s/20.19m) [Shuffling 49] loss 4020680.5000 lr 0.0520 vocab_size 232626 (11.76s/20.19m) [Shuffling 50] loss 3814862.0000 lr 0.0510 vocab_size 232626 (12.16s/20.20m) [Shuffling 51] loss 3894581.2500 lr 0.0500 vocab_size 232626 (11.77s/20.19m) [Shuffling 52] loss 3926877.5000 lr 0.0491 vocab_size 232626 (11.76s/20.19m) [Shuffling 53] loss 3966426.5000 lr 0.0481 vocab_size 232626 (11.78s/20.18m) [Shuffling 54] loss 3907115.2500 lr 0.0471 vocab_size 232626 (11.84s/20.18m) [Shuffling 55] loss 3815172.5000 lr 0.0461 vocab_size 232626 (11.90s/20.18m) [Shuffling 56] loss 3825813.2500 lr 0.0451 vocab_size 232626 (11.81s/20.18m) [Shuffling 57] loss 3886259.7500 lr 0.0441 vocab_size 232626 (11.74s/20.17m) [Shuffling 58] loss 3762950.5000 lr 0.0431 vocab_size 232626 (12.12s/20.18m) [Shuffling 59] loss 3808837.5000 lr 0.0421 vocab_size 232626 (11.74s/20.17m) [Shuffling 60] loss 3850246.2500 lr 0.0411 vocab_size 232626 (11.83s/20.17m) [Shuffling 61] loss 3757448.7500 lr 0.0401 vocab_size 232626 (12.10s/20.18m) [Shuffling 62] loss 3780931.2500 lr 0.0391 vocab_size 232626 (11.81s/20.17m) [Shuffling 63] loss 3670861.0000 lr 0.0381 vocab_size 232626 (12.00s/20.18m) [Shuffling 64] loss 3744022.7500 lr 0.0371 vocab_size 232626 (11.72s/20.17m) [Shuffling 65] loss 3730437.5000 lr 0.0361 vocab_size 232626 (11.78s/20.17m) [Shuffling 66] loss 3743689.7500 lr 0.0351 vocab_size 232626 (11.79s/20.17m) [Shuffling 67] loss 3698220.7500 lr 0.0341 vocab_size 232626 (11.92s/20.17m) [Shuffling 68] loss 3669499.0000 lr 0.0331 vocab_size 232626 (12.02s/20.17m) [Shuffling 69] loss 3718855.7500 lr 0.0321 vocab_size 232626 (11.72s/20.16m) [Shuffling 70] loss 3658644.7500 lr 0.0311 vocab_size 232626 (11.99s/20.17m) [Shuffling 71] loss 3741452.7500 lr 0.0301 vocab_size 232626 (11.79s/20.16m) [Shuffling 72] loss 3698124.5000 lr 0.0291 vocab_size 232626 (11.75s/20.16m) [Shuffling 73] loss 3705479.2500 lr 0.0281 vocab_size 232626 (11.78s/20.16m) [Shuffling 74] loss 3571673.0000 lr 0.0271 vocab_size 232626 (12.03s/20.16m) [Shuffling 75] loss 3675672.7500 lr 0.0261 vocab_size 232626 (11.90s/20.16m) [Shuffling 76] loss 3488014.0000 lr 0.0251 vocab_size 232626 (12.04s/20.16m) [Shuffling 77] loss 3677882.2500 lr 0.0241 vocab_size 232626 (11.82s/20.16m) [Shuffling 78] loss 3622738.2500 lr 0.0231 vocab_size 232626 (11.70s/20.16m) [Shuffling 79] loss 3697756.2500 lr 0.0221 vocab_size 232626 (11.93s/20.16m) [Shuffling 80] loss 3640421.2500 lr 0.0211 vocab_size 232626 (11.87s/20.16m) [Shuffling 81] loss 3503014.2500 lr 0.0201 vocab_size 232626 (12.09s/20.16m) [Shuffling 82] loss 3627065.0000 lr 0.0191 vocab_size 232626 (11.82s/20.16m) [Shuffling 83] loss 3597197.7500 lr 0.0181 vocab_size 232626 (11.76s/20.16m) [Shuffling 84] loss 3666021.5000 lr 0.0171 vocab_size 232626 (11.89s/20.16m) [Shuffling 85] loss 3647716.5000 lr 0.0161 vocab_size 232626 (11.79s/20.16m) [Shuffling 86] loss 3712329.2500 lr 0.0151 vocab_size 232626 (11.88s/20.16m) [Shuffling 87] loss 3582091.2500 lr 0.0141 vocab_size 232626 (11.76s/20.15m) [Shuffling 88] loss 3437247.0000 lr 0.0131 vocab_size 232626 (12.19s/20.16m) [Shuffling 89] loss 3542127.2500 lr 0.0121 vocab_size 232626 (11.58s/20.15m) [Shuffling 90] loss 3546936.5000 lr 0.0111 vocab_size 232626 (11.70s/20.15m) [Shuffling 91] loss 3511242.5000 lr 0.0101 vocab_size 232626 (11.87s/20.15m) [Shuffling 92] loss 3465894.0000 lr 0.0091 vocab_size 232626 (11.77s/20.15m) [Shuffling 93] loss 3602422.7500 lr 0.0081 vocab_size 232626 (11.74s/20.14m) [Shuffling 94] loss 3411129.7500 lr 0.0071 vocab_size 232626 (11.87s/20.14m) [Shuffling 95] loss 3497600.0000 lr 0.0061 vocab_size 232626 (11.84s/20.14m) [Shuffling 96] loss 3369501.0000 lr 0.0051 vocab_size 232626 (11.68s/20.14m) [Shuffling 97] loss 3533197.5000 lr 0.0041 vocab_size 232626 (11.55s/20.13m) [Shuffling 98] loss 3539046.5000 lr 0.0031 vocab_size 232626 (12.70s/20.15m) [Shuffling 99] loss 3262745.2500 lr 0.0021 vocab_size 232626 (12.76s/20.16m) [Shuffling 100] loss 3477298.0000 lr 0.0011 vocab_size 232626 (23.69s/20.36m) [03/12/24-19:11:28] Training finished, training Time 20.36m