num_sent_processes: 4 [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.1000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.1000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/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_Large/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} [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.1000r/shuffled_datasets Using cbow, negative sampling with 5 negative samples [03/12/24-19:35:33] Start training [03/12/24-19:35:33] Building vocabulary [03/12/24-19:36:25] Vocabulary size is 287225 [Shuffling 1] loss 5024370.0000 lr 0.1000 vocab_size 287225 (13.60s/23.55m) [Shuffling 2] loss 4471513.0000 lr 0.0990 vocab_size 287225 (13.39s/23.38m) [Shuffling 3] loss 4137968.5000 lr 0.0980 vocab_size 287225 (13.69s/23.51m) [Shuffling 4] loss 4225395.5000 lr 0.0970 vocab_size 287225 (13.52s/23.49m) [Shuffling 5] loss 4292249.0000 lr 0.0960 vocab_size 287225 (13.40s/23.44m) [Shuffling 6] loss 4146899.5000 lr 0.0950 vocab_size 287225 (13.59s/23.46m) [Shuffling 7] loss 4086918.7500 lr 0.0940 vocab_size 287225 (13.74s/23.51m) [Shuffling 8] loss 4204936.0000 lr 0.0930 vocab_size 287225 (13.37s/23.47m) [Shuffling 9] loss 4332811.5000 lr 0.0920 vocab_size 287225 (13.18s/23.40m) [Shuffling 10] loss 4364935.5000 lr 0.0910 vocab_size 287225 (13.49s/23.40m) [Shuffling 11] loss 4439053.5000 lr 0.0900 vocab_size 287225 (13.48s/23.40m) [Shuffling 12] loss 4336313.5000 lr 0.0890 vocab_size 287225 (13.46s/23.39m) [Shuffling 13] loss 4510101.5000 lr 0.0880 vocab_size 287225 (13.14s/23.34m) [Shuffling 14] loss 4409892.5000 lr 0.0870 vocab_size 287225 (13.38s/23.33m) [Shuffling 15] loss 4262450.0000 lr 0.0860 vocab_size 287225 (13.39s/23.33m) [Shuffling 16] loss 4405852.0000 lr 0.0850 vocab_size 287225 (13.51s/23.34m) [Shuffling 17] loss 4443132.5000 lr 0.0840 vocab_size 287225 (13.27s/23.32m) [Shuffling 18] loss 4300219.0000 lr 0.0830 vocab_size 287225 (13.45s/23.32m) [Shuffling 19] loss 4555197.5000 lr 0.0820 vocab_size 287225 (13.29s/23.31m) [Shuffling 20] loss 4478239.5000 lr 0.0810 vocab_size 287225 (13.59s/23.32m) [Shuffling 21] loss 4460333.5000 lr 0.0800 vocab_size 287225 (13.34s/23.31m) [Shuffling 22] loss 4480461.0000 lr 0.0790 vocab_size 287225 (13.24s/23.30m) [Shuffling 23] loss 4267524.0000 lr 0.0780 vocab_size 287225 (13.42s/23.30m) [Shuffling 24] loss 4371301.0000 lr 0.0770 vocab_size 287225 (13.33s/23.29m) [Shuffling 25] loss 4393005.5000 lr 0.0760 vocab_size 287225 (13.25s/23.28m) [Shuffling 26] loss 4249103.0000 lr 0.0750 vocab_size 287225 (13.18s/23.26m) [Shuffling 27] loss 4282690.0000 lr 0.0740 vocab_size 287225 (13.28s/23.25m) [Shuffling 28] loss 4202727.0000 lr 0.0730 vocab_size 287225 (13.61s/23.26m) [Shuffling 29] loss 4316889.5000 lr 0.0720 vocab_size 287225 (13.15s/23.25m) [Shuffling 30] loss 4157923.7500 lr 0.0710 vocab_size 287225 (13.24s/23.24m) [Shuffling 31] loss 4303025.5000 lr 0.0700 vocab_size 287225 (13.60s/23.25m) [Shuffling 32] loss 4271860.5000 lr 0.0690 vocab_size 287225 (13.53s/23.26m) [Shuffling 33] loss 4038847.7500 lr 0.0680 vocab_size 287225 (13.72s/23.27m) [Shuffling 34] loss 4148074.7500 lr 0.0670 vocab_size 287225 (13.35s/23.27m) [Shuffling 35] loss 4197126.0000 lr 0.0660 vocab_size 287225 (13.48s/23.27m) [Shuffling 36] loss 4158154.2500 lr 0.0650 vocab_size 287225 (13.65s/23.28m) [Shuffling 37] loss 4178696.2500 lr 0.0640 vocab_size 287225 (13.42s/23.28m) [Shuffling 38] loss 4069098.0000 lr 0.0630 vocab_size 287225 (13.44s/23.29m) [Shuffling 39] loss 3988500.2500 lr 0.0620 vocab_size 287225 (13.89s/23.31m) [Shuffling 40] loss 4072258.7500 lr 0.0610 vocab_size 287225 (13.30s/23.30m) [Shuffling 41] loss 4127652.5000 lr 0.0600 vocab_size 287225 (13.16s/23.29m) [Shuffling 42] loss 3894548.2500 lr 0.0590 vocab_size 287225 (13.80s/23.30m) [Shuffling 43] loss 4109764.5000 lr 0.0580 vocab_size 287225 (13.40s/23.30m) [Shuffling 44] loss 4120257.0000 lr 0.0570 vocab_size 287225 (13.29s/23.30m) [Shuffling 45] loss 4104112.2500 lr 0.0560 vocab_size 287225 (13.26s/23.29m) [Shuffling 46] loss 3915889.5000 lr 0.0550 vocab_size 287225 (13.51s/23.29m) [Shuffling 47] loss 3925279.7500 lr 0.0540 vocab_size 287225 (13.53s/23.30m) [Shuffling 48] loss 3843676.5000 lr 0.0530 vocab_size 287225 (13.66s/23.30m) [Shuffling 49] loss 3784295.0000 lr 0.0520 vocab_size 287225 (13.64s/23.31m) [Shuffling 50] loss 3952937.0000 lr 0.0510 vocab_size 287225 (13.28s/23.31m) [Shuffling 51] loss 3863800.7500 lr 0.0500 vocab_size 287225 (13.43s/23.31m) [Shuffling 52] loss 3978220.2500 lr 0.0491 vocab_size 287225 (13.39s/23.30m) [Shuffling 53] loss 3731925.0000 lr 0.0481 vocab_size 287225 (13.67s/23.31m) [Shuffling 54] loss 3724736.5000 lr 0.0471 vocab_size 287225 (13.60s/23.32m) [Shuffling 55] loss 3845826.2500 lr 0.0461 vocab_size 287225 (13.10s/23.31m) [Shuffling 56] loss 3897088.0000 lr 0.0451 vocab_size 287225 (13.61s/23.31m) [Shuffling 57] loss 3806064.5000 lr 0.0441 vocab_size 287225 (13.23s/23.31m) [Shuffling 58] loss 3848944.2500 lr 0.0431 vocab_size 287225 (13.26s/23.30m) [Shuffling 59] loss 3933169.7500 lr 0.0421 vocab_size 287225 (13.38s/23.30m) [Shuffling 60] loss 3843715.2500 lr 0.0411 vocab_size 287225 (13.52s/23.30m) [Shuffling 61] loss 3695673.5000 lr 0.0401 vocab_size 287225 (13.53s/23.30m) [Shuffling 62] loss 3859691.2500 lr 0.0391 vocab_size 287225 (13.15s/23.30m) [Shuffling 63] loss 3807839.7500 lr 0.0381 vocab_size 287225 (13.14s/23.29m) [Shuffling 64] loss 3801328.0000 lr 0.0371 vocab_size 287225 (13.46s/23.29m) [Shuffling 65] loss 3708989.7500 lr 0.0361 vocab_size 287225 (13.37s/23.29m) [Shuffling 66] loss 3697908.0000 lr 0.0351 vocab_size 287225 (13.22s/23.28m) [Shuffling 67] loss 3793810.0000 lr 0.0341 vocab_size 287225 (13.12s/23.28m) [Shuffling 68] loss 3787039.0000 lr 0.0331 vocab_size 287225 (13.24s/23.27m) [Shuffling 69] loss 3719852.5000 lr 0.0321 vocab_size 287225 (13.44s/23.27m) [Shuffling 70] loss 3591218.5000 lr 0.0311 vocab_size 287225 (13.52s/23.27m) [Shuffling 71] loss 3616640.5000 lr 0.0301 vocab_size 287225 (13.22s/23.27m) [Shuffling 72] loss 3681862.5000 lr 0.0291 vocab_size 287225 (13.23s/23.27m) [Shuffling 73] loss 3713159.2500 lr 0.0281 vocab_size 287225 (13.32s/23.26m) [Shuffling 74] loss 3620989.2500 lr 0.0271 vocab_size 287225 (13.32s/23.26m) [Shuffling 75] loss 3674066.7500 lr 0.0261 vocab_size 287225 (13.31s/23.26m) [Shuffling 76] loss 3667972.2500 lr 0.0251 vocab_size 287225 (13.35s/23.26m) [Shuffling 77] loss 3578660.7500 lr 0.0241 vocab_size 287225 (14.02s/23.27m) [Shuffling 78] loss 3663678.2500 lr 0.0231 vocab_size 287225 (13.33s/23.27m) [Shuffling 79] loss 3489970.7500 lr 0.0221 vocab_size 287225 (13.58s/23.27m) [Shuffling 80] loss 3616211.2500 lr 0.0211 vocab_size 287225 (13.32s/23.27m) [Shuffling 81] loss 3549068.7500 lr 0.0201 vocab_size 287225 (13.33s/23.27m) [Shuffling 82] loss 3557703.2500 lr 0.0191 vocab_size 287225 (13.42s/23.27m) [Shuffling 83] loss 3670052.0000 lr 0.0181 vocab_size 287225 (13.34s/23.27m) [Shuffling 84] loss 3589987.2500 lr 0.0171 vocab_size 287225 (13.22s/23.26m) [Shuffling 85] loss 3570823.5000 lr 0.0161 vocab_size 287225 (13.26s/23.26m) [Shuffling 86] loss 3556875.2500 lr 0.0151 vocab_size 287225 (13.33s/23.26m) [Shuffling 87] loss 3567492.2500 lr 0.0141 vocab_size 287225 (13.42s/23.26m) [Shuffling 88] loss 3477556.5000 lr 0.0131 vocab_size 287225 (13.81s/23.27m) [Shuffling 89] loss 3509998.0000 lr 0.0121 vocab_size 287225 (13.16s/23.26m) [Shuffling 90] loss 3523750.0000 lr 0.0111 vocab_size 287225 (13.52s/23.26m) [Shuffling 91] loss 3625201.2500 lr 0.0101 vocab_size 287225 (13.56s/23.27m) [Shuffling 92] loss 3390831.7500 lr 0.0091 vocab_size 287225 (13.72s/23.27m) [Shuffling 93] loss 3527404.7500 lr 0.0081 vocab_size 287225 (13.35s/23.27m) [Shuffling 94] loss 3354727.2500 lr 0.0071 vocab_size 287225 (13.63s/23.28m) [Shuffling 95] loss 3385708.5000 lr 0.0061 vocab_size 287225 (13.38s/23.28m) [Shuffling 96] loss 3472123.7500 lr 0.0051 vocab_size 287225 (13.32s/23.27m) [Shuffling 97] loss 3454475.7500 lr 0.0041 vocab_size 287225 (13.58s/23.28m) [Shuffling 98] loss 3509516.5000 lr 0.0031 vocab_size 287225 (13.37s/23.28m) [Shuffling 99] loss 3536538.2500 lr 0.0021 vocab_size 287225 (13.24s/23.27m) [Shuffling 100] loss 3410279.0000 lr 0.0011 vocab_size 287225 (13.35s/23.27m) [03/12/24-19:58:49] Training finished, training Time 23.27m