num_sent_processes: 4 [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/5W10D-0.0250r/shuffled_datasets [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/5W10D-0.0250r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/5W10D-0.0250r/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_tile5k/5W10D-0.0250r', 'resume': '', 'train_alg': 'cbow', 'min_count': 5, 'neg_samples': 5, 'init_lr': 0.025, 'min_lr': 0.0001, 'lr_mode': 'linear', 'milestones': [], 'hier_softmax': False, 'update_vocab': 'once', 'seed': 0} [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/5W10D-0.0250r/shuffled_datasets Using cbow, negative sampling with 5 negative samples [03/12/24-17:09:24] Start training [03/12/24-17:09:24] Building vocabulary [03/12/24-17:11:13] Vocabulary size is 251084 [Shuffling 1] loss 7751962.0000 lr 0.0250 vocab_size 251084 (10.73s/19.72m) [Shuffling 2] loss 5392035.0000 lr 0.0248 vocab_size 251084 (10.29s/19.38m) [Shuffling 3] loss 5297608.0000 lr 0.0245 vocab_size 251084 (10.01s/19.10m) [Shuffling 4] loss 5035290.0000 lr 0.0243 vocab_size 251084 (9.98s/18.95m) [Shuffling 5] loss 4928511.5000 lr 0.0240 vocab_size 251084 (17.02s/21.20m) [Shuffling 6] loss 4801984.5000 lr 0.0238 vocab_size 251084 (10.39s/20.87m) [Shuffling 7] loss 4891074.0000 lr 0.0235 vocab_size 251084 (10.18s/20.57m) [Shuffling 8] loss 4861293.5000 lr 0.0233 vocab_size 251084 (10.17s/20.36m) [Shuffling 9] loss 4846217.5000 lr 0.0230 vocab_size 251084 (15.52s/21.17m) [Shuffling 10] loss 4744047.5000 lr 0.0228 vocab_size 251084 (10.15s/20.94m) [Shuffling 11] loss 4678447.5000 lr 0.0225 vocab_size 251084 (11.28s/20.91m) [Shuffling 12] loss 4672026.0000 lr 0.0223 vocab_size 251084 (10.33s/20.76m) [Shuffling 13] loss 4779349.5000 lr 0.0220 vocab_size 251084 (13.41s/21.03m) [Shuffling 14] loss 4600712.0000 lr 0.0218 vocab_size 251084 (10.02s/20.85m) [Shuffling 15] loss 4765489.0000 lr 0.0215 vocab_size 251084 (12.60s/20.98m) [Shuffling 16] loss 4491693.5000 lr 0.0213 vocab_size 251084 (10.49s/20.88m) [Shuffling 17] loss 4469205.0000 lr 0.0210 vocab_size 251084 (13.44s/21.08m) [Shuffling 18] loss 4706704.5000 lr 0.0208 vocab_size 251084 (10.17s/20.95m) [Shuffling 19] loss 4552874.0000 lr 0.0205 vocab_size 251084 (12.29s/21.03m) [Shuffling 20] loss 4519609.0000 lr 0.0203 vocab_size 251084 (10.05s/20.90m) [Shuffling 21] loss 4545410.0000 lr 0.0200 vocab_size 251084 (13.65s/21.08m) [Shuffling 22] loss 4569701.5000 lr 0.0198 vocab_size 251084 (9.97s/20.96m) [Shuffling 23] loss 4525279.0000 lr 0.0195 vocab_size 251084 (12.28s/21.02m) [Shuffling 24] loss 4516984.5000 lr 0.0193 vocab_size 251084 (9.92s/20.91m) [Shuffling 25] loss 4485724.0000 lr 0.0190 vocab_size 251084 (13.18s/21.03m) [Shuffling 26] loss 4594773.0000 lr 0.0188 vocab_size 251084 (9.99s/20.93m) [Shuffling 27] loss 4528826.5000 lr 0.0185 vocab_size 251084 (12.87s/21.02m) [Shuffling 28] loss 4506888.5000 lr 0.0183 vocab_size 251084 (10.12s/20.94m) [Shuffling 29] loss 4516654.0000 lr 0.0180 vocab_size 251084 (13.66s/21.07m) [Shuffling 30] loss 4559785.5000 lr 0.0178 vocab_size 251084 (9.95s/20.98m) [Shuffling 31] loss 4448096.0000 lr 0.0175 vocab_size 251084 (12.75s/21.05m) [Shuffling 32] loss 4400555.5000 lr 0.0173 vocab_size 251084 (10.24s/20.98m) [Shuffling 33] loss 4429033.5000 lr 0.0170 vocab_size 251084 (13.53s/21.08m) [Shuffling 34] loss 4440904.5000 lr 0.0168 vocab_size 251084 (10.15s/21.02m) [Shuffling 35] loss 4416668.5000 lr 0.0165 vocab_size 251084 (11.23s/21.00m) [Shuffling 36] loss 4483141.0000 lr 0.0163 vocab_size 251084 (9.88s/20.93m) [Shuffling 37] loss 4337730.0000 lr 0.0160 vocab_size 251084 (14.72s/21.08m) [Shuffling 38] loss 4538315.0000 lr 0.0158 vocab_size 251084 (9.90s/21.01m) [Shuffling 39] loss 4412421.0000 lr 0.0155 vocab_size 251084 (12.30s/21.04m) [Shuffling 40] loss 4632965.5000 lr 0.0153 vocab_size 251084 (10.63s/21.00m) [Shuffling 41] loss 4294371.0000 lr 0.0150 vocab_size 251084 (13.83s/21.10m) [Shuffling 42] loss 4394818.0000 lr 0.0148 vocab_size 251084 (10.03s/21.04m) [Shuffling 43] loss 4433510.0000 lr 0.0145 vocab_size 251084 (11.14s/21.02m) [Shuffling 44] loss 4510591.5000 lr 0.0143 vocab_size 251084 (10.03s/20.97m) [Shuffling 45] loss 4476361.0000 lr 0.0140 vocab_size 251084 (13.45s/21.04m) [Shuffling 46] loss 4414734.5000 lr 0.0138 vocab_size 251084 (11.42s/21.04m) [Shuffling 47] loss 4468145.5000 lr 0.0135 vocab_size 251084 (12.49s/21.08m) [Shuffling 48] loss 4471307.0000 lr 0.0133 vocab_size 251084 (10.03s/21.02m) [Shuffling 49] loss 4457750.0000 lr 0.0130 vocab_size 251084 (12.62s/21.06m) [Shuffling 50] loss 4421327.0000 lr 0.0128 vocab_size 251084 (10.02s/21.01m) [Shuffling 51] loss 4338420.0000 lr 0.0126 vocab_size 251084 (13.43s/21.07m) [Shuffling 52] loss 4373931.5000 lr 0.0123 vocab_size 251084 (10.09s/21.03m) [Shuffling 53] loss 4419640.5000 lr 0.0121 vocab_size 251084 (13.78s/21.10m) [Shuffling 54] loss 4393059.0000 lr 0.0118 vocab_size 251084 (10.05s/21.05m) [Shuffling 55] loss 4378754.0000 lr 0.0116 vocab_size 251084 (12.64s/21.09m) [Shuffling 56] loss 4453053.5000 lr 0.0113 vocab_size 251084 (10.11s/21.05m) [Shuffling 57] loss 4534658.0000 lr 0.0111 vocab_size 251084 (13.34s/21.10m) [Shuffling 58] loss 4318772.5000 lr 0.0108 vocab_size 251084 (10.30s/21.06m) [Shuffling 59] loss 4365617.5000 lr 0.0106 vocab_size 251084 (12.22s/21.08m) [Shuffling 60] loss 4353667.0000 lr 0.0103 vocab_size 251084 (10.26s/21.05m) [Shuffling 61] loss 4397486.5000 lr 0.0101 vocab_size 251084 (13.42s/21.10m) [Shuffling 62] loss 4403150.0000 lr 0.0098 vocab_size 251084 (11.29s/21.09m) [Shuffling 63] loss 4429314.0000 lr 0.0096 vocab_size 251084 (11.22s/21.09m) [Shuffling 64] loss 4487414.5000 lr 0.0093 vocab_size 251084 (10.16s/21.05m) [Shuffling 65] loss 4536454.0000 lr 0.0091 vocab_size 251084 (13.28s/21.09m) [Shuffling 66] loss 4438505.0000 lr 0.0088 vocab_size 251084 (11.69s/21.10m) [Shuffling 67] loss 4368182.0000 lr 0.0086 vocab_size 251084 (11.33s/21.09m) [Shuffling 68] loss 4415655.0000 lr 0.0083 vocab_size 251084 (9.84s/21.05m) [Shuffling 69] loss 4383503.0000 lr 0.0081 vocab_size 251084 (13.50s/21.10m) [Shuffling 70] loss 4358880.0000 lr 0.0078 vocab_size 251084 (12.81s/21.13m) [Shuffling 71] loss 4485505.0000 lr 0.0076 vocab_size 251084 (11.40s/21.13m) [Shuffling 72] loss 4371976.5000 lr 0.0073 vocab_size 251084 (10.05s/21.09m) [Shuffling 73] loss 4418050.5000 lr 0.0071 vocab_size 251084 (11.36s/21.09m) [Shuffling 74] loss 4423716.0000 lr 0.0068 vocab_size 251084 (13.66s/21.14m) [Shuffling 75] loss 4483302.0000 lr 0.0066 vocab_size 251084 (11.52s/21.13m) [Shuffling 76] loss 4413234.5000 lr 0.0063 vocab_size 251084 (10.16s/21.10m) [Shuffling 77] loss 4322415.5000 lr 0.0061 vocab_size 251084 (9.99s/21.07m) [Shuffling 78] loss 4460132.5000 lr 0.0058 vocab_size 251084 (14.19s/21.13m) [Shuffling 79] loss 4415937.0000 lr 0.0056 vocab_size 251084 (12.41s/21.14m) [Shuffling 80] loss 4315200.0000 lr 0.0053 vocab_size 251084 (9.89s/21.11m) [Shuffling 81] loss 4348453.0000 lr 0.0051 vocab_size 251084 (10.00s/21.08m) [Shuffling 82] loss 4389586.0000 lr 0.0048 vocab_size 251084 (13.23s/21.11m) [Shuffling 83] loss 4411637.5000 lr 0.0046 vocab_size 251084 (12.30s/21.13m) [Shuffling 84] loss 4335228.0000 lr 0.0043 vocab_size 251084 (10.56s/21.11m) [Shuffling 85] loss 4440804.5000 lr 0.0041 vocab_size 251084 (10.09s/21.08m) [Shuffling 86] loss 4362058.0000 lr 0.0038 vocab_size 251084 (12.47s/21.10m) [Shuffling 87] loss 4289794.5000 lr 0.0036 vocab_size 251084 (14.01s/21.15m) [Shuffling 88] loss 4410082.5000 lr 0.0033 vocab_size 251084 (10.13s/21.12m) [Shuffling 89] loss 4333036.5000 lr 0.0031 vocab_size 251084 (10.46s/21.10m) [Shuffling 90] loss 4367829.5000 lr 0.0028 vocab_size 251084 (11.25s/21.09m) [Shuffling 91] loss 4389869.5000 lr 0.0026 vocab_size 251084 (13.45s/21.13m) [Shuffling 92] loss 4296811.5000 lr 0.0023 vocab_size 251084 (12.22s/21.14m) [Shuffling 93] loss 4441779.5000 lr 0.0021 vocab_size 251084 (10.18s/21.11m) [Shuffling 94] loss 4334344.5000 lr 0.0018 vocab_size 251084 (9.93s/21.09m) [Shuffling 95] loss 4446214.5000 lr 0.0016 vocab_size 251084 (13.46s/21.12m) [Shuffling 96] loss 4335077.0000 lr 0.0013 vocab_size 251084 (12.36s/21.13m) [Shuffling 97] loss 4376363.5000 lr 0.0011 vocab_size 251084 (10.09s/21.11m) [Shuffling 98] loss 4416558.0000 lr 0.0008 vocab_size 251084 (10.07s/21.08m) [Shuffling 99] loss 4342493.5000 lr 0.0006 vocab_size 251084 (13.67s/21.12m) [Shuffling 100] loss 4335402.0000 lr 0.0003 vocab_size 251084 (13.85s/21.16m) [03/12/24-17:30:33] Training finished, training Time 21.16m