num_sent_processes: 4 [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/5W100D-0.0250r/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_tile5k/5W100D-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} [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/5W100D-0.0250r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/5W100D-0.0250r/shuffled_datasets [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile5k/5W100D-0.0250r/shuffled_datasets Using cbow, negative sampling with 5 negative samples [03/12/24-17:53:03] Start training [03/12/24-17:53:03] Building vocabulary [03/12/24-17:53:51] Vocabulary size is 251084 [Shuffling 1] loss 7580727.5000 lr 0.0250 vocab_size 251084 (14.03s/24.19m) [Shuffling 2] loss 5550888.0000 lr 0.0248 vocab_size 251084 (11.78s/22.33m) [Shuffling 3] loss 5398480.5000 lr 0.0245 vocab_size 251084 (11.52s/21.57m) [Shuffling 4] loss 5024141.5000 lr 0.0243 vocab_size 251084 (11.49s/21.17m) [Shuffling 5] loss 4994435.0000 lr 0.0240 vocab_size 251084 (12.48s/21.26m) [Shuffling 6] loss 4892864.0000 lr 0.0238 vocab_size 251084 (11.45s/21.04m) [Shuffling 7] loss 4723755.0000 lr 0.0235 vocab_size 251084 (11.42s/20.88m) [Shuffling 8] loss 4843220.0000 lr 0.0233 vocab_size 251084 (11.06s/20.68m) [Shuffling 9] loss 4736724.0000 lr 0.0230 vocab_size 251084 (12.38s/20.77m) [Shuffling 10] loss 4726650.5000 lr 0.0228 vocab_size 251084 (11.15s/20.63m) [Shuffling 11] loss 4803173.5000 lr 0.0225 vocab_size 251084 (12.34s/20.70m) [Shuffling 12] loss 4706411.0000 lr 0.0223 vocab_size 251084 (11.56s/20.65m) [Shuffling 13] loss 4555079.5000 lr 0.0220 vocab_size 251084 (11.25s/20.57m) [Shuffling 14] loss 4431774.0000 lr 0.0218 vocab_size 251084 (11.96s/20.59m) [Shuffling 15] loss 4659487.0000 lr 0.0215 vocab_size 251084 (11.01s/20.49m) [Shuffling 16] loss 4574162.5000 lr 0.0213 vocab_size 251084 (11.28s/20.44m) [Shuffling 17] loss 4549386.0000 lr 0.0210 vocab_size 251084 (12.28s/20.49m) [Shuffling 18] loss 4686106.0000 lr 0.0208 vocab_size 251084 (11.34s/20.45m) [Shuffling 19] loss 4535743.0000 lr 0.0205 vocab_size 251084 (12.17s/20.49m) [Shuffling 20] loss 4517595.0000 lr 0.0203 vocab_size 251084 (11.19s/20.44m) [Shuffling 21] loss 4521082.5000 lr 0.0200 vocab_size 251084 (11.99s/20.46m) [Shuffling 22] loss 4552255.0000 lr 0.0198 vocab_size 251084 (11.40s/20.43m) [Shuffling 23] loss 4517321.5000 lr 0.0195 vocab_size 251084 (13.38s/20.55m) [Shuffling 24] loss 4566538.0000 lr 0.0193 vocab_size 251084 (11.34s/20.51m) [Shuffling 25] loss 4464607.5000 lr 0.0190 vocab_size 251084 (11.28s/20.48m) [Shuffling 26] loss 4584115.0000 lr 0.0188 vocab_size 251084 (11.31s/20.45m) [Shuffling 27] loss 4357727.0000 lr 0.0185 vocab_size 251084 (16.11s/20.72m) [Shuffling 28] loss 4610200.0000 lr 0.0183 vocab_size 251084 (11.96s/20.72m) [Shuffling 29] loss 4516494.0000 lr 0.0180 vocab_size 251084 (11.34s/20.69m) [Shuffling 30] loss 4567776.5000 lr 0.0178 vocab_size 251084 (11.27s/20.65m) [Shuffling 31] loss 4416612.0000 lr 0.0175 vocab_size 251084 (11.17s/20.61m) [Shuffling 32] loss 4526263.0000 lr 0.0173 vocab_size 251084 (13.73s/20.71m) [Shuffling 33] loss 4556822.0000 lr 0.0170 vocab_size 251084 (11.05s/20.67m) [Shuffling 34] loss 4400021.0000 lr 0.0168 vocab_size 251084 (11.42s/20.64m) [Shuffling 35] loss 4462346.0000 lr 0.0165 vocab_size 251084 (11.12s/20.61m) [Shuffling 36] loss 4516409.5000 lr 0.0163 vocab_size 251084 (13.13s/20.67m) [Shuffling 37] loss 4343702.0000 lr 0.0160 vocab_size 251084 (11.42s/20.64m) [Shuffling 38] loss 4417896.0000 lr 0.0158 vocab_size 251084 (10.80s/20.60m) [Shuffling 39] loss 4378357.0000 lr 0.0155 vocab_size 251084 (11.11s/20.56m) [Shuffling 40] loss 4430880.0000 lr 0.0153 vocab_size 251084 (13.40s/20.63m) [Shuffling 41] loss 4475868.5000 lr 0.0150 vocab_size 251084 (11.30s/20.61m) [Shuffling 42] loss 4437134.0000 lr 0.0148 vocab_size 251084 (11.02s/20.57m) [Shuffling 43] loss 4391997.0000 lr 0.0145 vocab_size 251084 (10.95s/20.54m) [Shuffling 44] loss 4520434.0000 lr 0.0143 vocab_size 251084 (13.26s/20.59m) [Shuffling 45] loss 4509829.0000 lr 0.0140 vocab_size 251084 (11.17s/20.57m) [Shuffling 46] loss 4363392.0000 lr 0.0138 vocab_size 251084 (11.14s/20.54m) [Shuffling 47] loss 4382806.0000 lr 0.0135 vocab_size 251084 (11.22s/20.52m) [Shuffling 48] loss 4338729.0000 lr 0.0133 vocab_size 251084 (13.73s/20.59m) [Shuffling 49] loss 4487181.0000 lr 0.0130 vocab_size 251084 (11.21s/20.57m) [Shuffling 50] loss 4464282.5000 lr 0.0128 vocab_size 251084 (11.26s/20.55m) [Shuffling 51] loss 4418463.0000 lr 0.0126 vocab_size 251084 (11.25s/20.53m) [Shuffling 52] loss 4490212.5000 lr 0.0123 vocab_size 251084 (13.60s/20.59m) [Shuffling 53] loss 4439183.0000 lr 0.0121 vocab_size 251084 (11.32s/20.57m) [Shuffling 54] loss 4412389.0000 lr 0.0118 vocab_size 251084 (11.50s/20.56m) [Shuffling 55] loss 4463986.0000 lr 0.0116 vocab_size 251084 (11.06s/20.54m) [Shuffling 56] loss 4404743.0000 lr 0.0113 vocab_size 251084 (12.24s/20.55m) [Shuffling 57] loss 4306803.5000 lr 0.0111 vocab_size 251084 (12.68s/20.57m) [Shuffling 58] loss 4459542.5000 lr 0.0108 vocab_size 251084 (11.33s/20.56m) [Shuffling 59] loss 4409115.5000 lr 0.0106 vocab_size 251084 (11.02s/20.54m) [Shuffling 60] loss 4448696.0000 lr 0.0103 vocab_size 251084 (12.69s/20.56m) [Shuffling 61] loss 4419260.0000 lr 0.0101 vocab_size 251084 (11.67s/20.56m) [Shuffling 62] loss 4373215.5000 lr 0.0098 vocab_size 251084 (11.46s/20.55m) [Shuffling 63] loss 4475774.0000 lr 0.0096 vocab_size 251084 (11.19s/20.53m) [Shuffling 64] loss 4416117.5000 lr 0.0093 vocab_size 251084 (12.60s/20.55m) [Shuffling 65] loss 4416097.5000 lr 0.0091 vocab_size 251084 (12.36s/20.56m) [Shuffling 66] loss 4292080.0000 lr 0.0088 vocab_size 251084 (11.84s/20.56m) [Shuffling 67] loss 4297580.5000 lr 0.0086 vocab_size 251084 (11.35s/20.55m) [Shuffling 68] loss 4438084.5000 lr 0.0083 vocab_size 251084 (11.61s/20.55m) [Shuffling 69] loss 4364932.0000 lr 0.0081 vocab_size 251084 (13.00s/20.57m) [Shuffling 70] loss 4353862.0000 lr 0.0078 vocab_size 251084 (11.70s/20.57m) [Shuffling 71] loss 4261534.0000 lr 0.0076 vocab_size 251084 (12.82s/20.59m) [Shuffling 72] loss 4434506.5000 lr 0.0073 vocab_size 251084 (11.41s/20.58m) [Shuffling 73] loss 4349404.0000 lr 0.0071 vocab_size 251084 (11.17s/20.57m) [Shuffling 74] loss 4375757.0000 lr 0.0068 vocab_size 251084 (11.05s/20.55m) [Shuffling 75] loss 4183026.0000 lr 0.0066 vocab_size 251084 (13.04s/20.58m) [Shuffling 76] loss 4690786.5000 lr 0.0063 vocab_size 251084 (12.17s/20.59m) [Shuffling 77] loss 4343141.5000 lr 0.0061 vocab_size 251084 (11.80s/20.58m) [Shuffling 78] loss 4358269.0000 lr 0.0058 vocab_size 251084 (11.39s/20.57m) [Shuffling 79] loss 4041505.2500 lr 0.0056 vocab_size 251084 (12.63s/20.59m) [Shuffling 80] loss 4363105.5000 lr 0.0053 vocab_size 251084 (11.33s/20.58m) [Shuffling 81] loss 4323403.5000 lr 0.0051 vocab_size 251084 (11.12s/20.57m) [Shuffling 82] loss 4184510.0000 lr 0.0048 vocab_size 251084 (11.37s/20.56m) [Shuffling 83] loss 4489052.5000 lr 0.0046 vocab_size 251084 (11.53s/20.55m) [Shuffling 84] loss 4326678.0000 lr 0.0043 vocab_size 251084 (12.79s/20.57m) [Shuffling 85] loss 4300010.5000 lr 0.0041 vocab_size 251084 (11.16s/20.56m) [Shuffling 86] loss 4339840.0000 lr 0.0038 vocab_size 251084 (11.08s/20.54m) [Shuffling 87] loss 4291757.0000 lr 0.0036 vocab_size 251084 (11.38s/20.53m) [Shuffling 88] loss 4293323.0000 lr 0.0033 vocab_size 251084 (12.57s/20.55m) [Shuffling 89] loss 4329316.5000 lr 0.0031 vocab_size 251084 (12.04s/20.55m) [Shuffling 90] loss 4296856.0000 lr 0.0028 vocab_size 251084 (11.03s/20.54m) [Shuffling 91] loss 4381169.0000 lr 0.0026 vocab_size 251084 (13.03s/20.56m) [Shuffling 92] loss 4377041.0000 lr 0.0023 vocab_size 251084 (11.68s/20.56m) [Shuffling 93] loss 4261140.0000 lr 0.0021 vocab_size 251084 (12.52s/20.57m) [Shuffling 94] loss 4478643.5000 lr 0.0018 vocab_size 251084 (11.66s/20.57m) [Shuffling 95] loss 4302760.0000 lr 0.0016 vocab_size 251084 (11.57s/20.56m) [Shuffling 96] loss 4340764.0000 lr 0.0013 vocab_size 251084 (11.66s/20.56m) [Shuffling 97] loss 4282836.5000 lr 0.0011 vocab_size 251084 (11.68s/20.55m) [Shuffling 98] loss 4394932.0000 lr 0.0008 vocab_size 251084 (11.82s/20.55m) [Shuffling 99] loss 4262807.5000 lr 0.0006 vocab_size 251084 (13.13s/20.58m) [Shuffling 100] loss 4319471.5000 lr 0.0003 vocab_size 251084 (11.36s/20.57m) [03/12/24-18:13:37] Training finished, training Time 20.57m