num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W100D-0.0250r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W100D-0.0250r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/5W100D-0.0250r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_tile1k/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_tile1k/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} Using cbow, negative sampling with 5 negative samples [03/12/24-17:39:15] Start training [03/12/24-17:39:15] Building vocabulary [03/12/24-17:39:48] Vocabulary size is 426964 [Shuffling 1] loss 9305984.0000 lr 0.0250 vocab_size 426964 (16.82s/28.59m) [Shuffling 2] loss 7348892.5000 lr 0.0248 vocab_size 426964 (15.56s/27.54m) [Shuffling 3] loss 6807228.0000 lr 0.0245 vocab_size 426964 (15.89s/27.38m) [Shuffling 4] loss 6256467.0000 lr 0.0243 vocab_size 426964 (15.47s/27.12m) [Shuffling 5] loss 6193245.0000 lr 0.0240 vocab_size 426964 (15.68s/27.03m) [Shuffling 6] loss 6104784.5000 lr 0.0238 vocab_size 426964 (15.97s/27.06m) [Shuffling 7] loss 6083863.5000 lr 0.0235 vocab_size 426964 (16.37s/27.17m) [Shuffling 8] loss 5703377.0000 lr 0.0233 vocab_size 426964 (16.97s/27.38m) [Shuffling 9] loss 5959586.0000 lr 0.0230 vocab_size 426964 (15.69s/27.30m) [Shuffling 10] loss 5929358.5000 lr 0.0228 vocab_size 426964 (16.31s/27.35m) [Shuffling 11] loss 5872374.0000 lr 0.0225 vocab_size 426964 (15.65s/27.28m) [Shuffling 12] loss 5766060.0000 lr 0.0223 vocab_size 426964 (15.48s/27.20m) [Shuffling 13] loss 5768977.0000 lr 0.0220 vocab_size 426964 (15.41s/27.13m) [Shuffling 14] loss 5504461.5000 lr 0.0218 vocab_size 426964 (17.01s/27.26m) [Shuffling 15] loss 5732606.0000 lr 0.0215 vocab_size 426964 (16.94s/27.36m) [Shuffling 16] loss 5793978.0000 lr 0.0213 vocab_size 426964 (16.20s/27.37m) [Shuffling 17] loss 5657605.5000 lr 0.0210 vocab_size 426964 (15.27s/27.29m) [Shuffling 18] loss 5451451.5000 lr 0.0208 vocab_size 426964 (15.72s/27.26m) [Shuffling 19] loss 5696401.0000 lr 0.0205 vocab_size 426964 (16.71s/27.32m) [Shuffling 20] loss 5321705.0000 lr 0.0203 vocab_size 426964 (16.22s/27.34m) [Shuffling 21] loss 5721676.5000 lr 0.0200 vocab_size 426964 (17.14s/27.42m) [Shuffling 22] loss 5487913.0000 lr 0.0198 vocab_size 426964 (15.43s/27.37m) [Shuffling 23] loss 5562533.5000 lr 0.0195 vocab_size 426964 (15.29s/27.31m) [Shuffling 24] loss 5336854.0000 lr 0.0193 vocab_size 426964 (15.57s/27.28m) [Shuffling 25] loss 5474513.0000 lr 0.0190 vocab_size 426964 (16.19s/27.29m) [Shuffling 26] loss 5366021.0000 lr 0.0188 vocab_size 426964 (15.22s/27.24m) [Shuffling 27] loss 5540120.5000 lr 0.0185 vocab_size 426964 (17.07s/27.30m) [Shuffling 28] loss 5298908.0000 lr 0.0183 vocab_size 426964 (16.52s/27.33m) [Shuffling 29] loss 5416088.0000 lr 0.0180 vocab_size 426964 (16.07s/27.33m) [Shuffling 30] loss 5444020.0000 lr 0.0178 vocab_size 426964 (15.87s/27.32m) [Shuffling 31] loss 5304273.0000 lr 0.0175 vocab_size 426964 (15.41s/27.29m) [Shuffling 32] loss 5407915.0000 lr 0.0173 vocab_size 426964 (16.41s/27.31m) [Shuffling 33] loss 5327584.5000 lr 0.0170 vocab_size 426964 (15.68s/27.29m) [Shuffling 34] loss 5352021.5000 lr 0.0168 vocab_size 426964 (16.01s/27.29m) [Shuffling 35] loss 5343774.0000 lr 0.0165 vocab_size 426964 (16.49s/27.31m) [Shuffling 36] loss 4949673.0000 lr 0.0163 vocab_size 426964 (16.94s/27.35m) [Shuffling 37] loss 5329164.0000 lr 0.0160 vocab_size 426964 (15.23s/27.31m) [Shuffling 38] loss 5467895.5000 lr 0.0158 vocab_size 426964 (17.41s/27.37m) [Shuffling 39] loss 5303896.0000 lr 0.0155 vocab_size 426964 (15.52s/27.35m) [Shuffling 40] loss 5134325.5000 lr 0.0153 vocab_size 426964 (15.28s/27.31m) [Shuffling 41] loss 5085581.5000 lr 0.0150 vocab_size 426964 (15.51s/27.29m) [Shuffling 42] loss 5062844.0000 lr 0.0148 vocab_size 426964 (17.06s/27.33m) [Shuffling 43] loss 5323349.5000 lr 0.0145 vocab_size 426964 (15.37s/27.31m) [Shuffling 44] loss 5302904.5000 lr 0.0143 vocab_size 426964 (15.01s/27.27m) [Shuffling 45] loss 5327569.0000 lr 0.0140 vocab_size 426964 (15.38s/27.24m) [Shuffling 46] loss 5293853.0000 lr 0.0138 vocab_size 426964 (15.19s/27.21m) [Shuffling 47] loss 5189554.5000 lr 0.0135 vocab_size 426964 (15.09s/27.18m) [Shuffling 48] loss 5288934.0000 lr 0.0133 vocab_size 426964 (15.27s/27.16m) [Shuffling 49] loss 5465032.5000 lr 0.0130 vocab_size 426964 (16.80s/27.18m) [Shuffling 50] loss 5145014.5000 lr 0.0128 vocab_size 426964 (15.65s/27.17m) [Shuffling 51] loss 5060898.0000 lr 0.0126 vocab_size 426964 (15.37s/27.15m) [Shuffling 52] loss 5170510.5000 lr 0.0123 vocab_size 426964 (15.68s/27.15m) [Shuffling 53] loss 5252972.0000 lr 0.0121 vocab_size 426964 (15.63s/27.14m) [Shuffling 54] loss 5120723.5000 lr 0.0118 vocab_size 426964 (15.37s/27.12m) [Shuffling 55] loss 5290766.5000 lr 0.0116 vocab_size 426964 (15.80s/27.11m) [Shuffling 56] loss 5281310.5000 lr 0.0113 vocab_size 426964 (15.93s/27.11m) [Shuffling 57] loss 5237210.5000 lr 0.0111 vocab_size 426964 (15.31s/27.10m) [Shuffling 58] loss 5124125.0000 lr 0.0108 vocab_size 426964 (15.06s/27.07m) [Shuffling 59] loss 5067946.0000 lr 0.0106 vocab_size 426964 (15.37s/27.06m) [Shuffling 60] loss 5212147.0000 lr 0.0103 vocab_size 426964 (15.74s/27.05m) [Shuffling 61] loss 4980416.0000 lr 0.0101 vocab_size 426964 (15.85s/27.05m) [Shuffling 62] loss 5180305.5000 lr 0.0098 vocab_size 426964 (16.20s/27.06m) [Shuffling 63] loss 5108226.0000 lr 0.0096 vocab_size 426964 (16.27s/27.07m) [Shuffling 64] loss 5237109.0000 lr 0.0093 vocab_size 426964 (15.60s/27.06m) [Shuffling 65] loss 5213071.5000 lr 0.0091 vocab_size 426964 (15.47s/27.05m) [Shuffling 66] loss 5108198.0000 lr 0.0088 vocab_size 426964 (15.52s/27.04m) [Shuffling 67] loss 5266875.0000 lr 0.0086 vocab_size 426964 (15.63s/27.03m) [Shuffling 68] loss 5229356.5000 lr 0.0083 vocab_size 426964 (15.45s/27.02m) [Shuffling 69] loss 5234977.0000 lr 0.0081 vocab_size 426964 (15.89s/27.02m) [Shuffling 70] loss 4997848.0000 lr 0.0078 vocab_size 426964 (17.74s/27.07m) [Shuffling 71] loss 5061461.0000 lr 0.0076 vocab_size 426964 (15.58s/27.06m) [Shuffling 72] loss 5107891.0000 lr 0.0073 vocab_size 426964 (15.57s/27.05m) [Shuffling 73] loss 5115126.0000 lr 0.0071 vocab_size 426964 (15.16s/27.03m) [Shuffling 74] loss 5293111.0000 lr 0.0068 vocab_size 426964 (15.46s/27.03m) [Shuffling 75] loss 5185237.0000 lr 0.0066 vocab_size 426964 (16.96s/27.05m) [Shuffling 76] loss 5385195.0000 lr 0.0063 vocab_size 426964 (16.56s/27.06m) [Shuffling 77] loss 4998203.5000 lr 0.0061 vocab_size 426964 (15.07s/27.05m) [Shuffling 78] loss 5343646.5000 lr 0.0058 vocab_size 426964 (15.79s/27.04m) [Shuffling 79] loss 5050351.0000 lr 0.0056 vocab_size 426964 (16.28s/27.05m) [Shuffling 80] loss 5255642.0000 lr 0.0053 vocab_size 426964 (16.69s/27.07m) [Shuffling 81] loss 5032696.0000 lr 0.0051 vocab_size 426964 (15.72s/27.06m) [Shuffling 82] loss 5193006.5000 lr 0.0048 vocab_size 426964 (15.45s/27.06m) [Shuffling 83] loss 4982494.0000 lr 0.0046 vocab_size 426964 (16.43s/27.07m) [Shuffling 84] loss 5090648.0000 lr 0.0043 vocab_size 426964 (16.75s/27.08m) [Shuffling 85] loss 5077130.5000 lr 0.0041 vocab_size 426964 (16.65s/27.10m) [Shuffling 86] loss 5356504.5000 lr 0.0038 vocab_size 426964 (15.58s/27.09m) [Shuffling 87] loss 5070694.5000 lr 0.0036 vocab_size 426964 (15.91s/27.09m) [Shuffling 88] loss 5162494.0000 lr 0.0033 vocab_size 426964 (16.35s/27.10m) [Shuffling 89] loss 5080116.0000 lr 0.0031 vocab_size 426964 (16.82s/27.12m) [Shuffling 90] loss 5234216.5000 lr 0.0028 vocab_size 426964 (16.19s/27.12m) [Shuffling 91] loss 5178609.5000 lr 0.0026 vocab_size 426964 (16.03s/27.12m) [Shuffling 92] loss 5065313.0000 lr 0.0023 vocab_size 426964 (15.56s/27.12m) [Shuffling 93] loss 4990139.0000 lr 0.0021 vocab_size 426964 (15.29s/27.10m) [Shuffling 94] loss 4982189.5000 lr 0.0018 vocab_size 426964 (15.01s/27.09m) [Shuffling 95] loss 4994474.0000 lr 0.0016 vocab_size 426964 (15.41s/27.08m) [Shuffling 96] loss 5173510.0000 lr 0.0013 vocab_size 426964 (18.29s/27.12m) [Shuffling 97] loss 5122397.0000 lr 0.0011 vocab_size 426964 (16.11s/27.12m) [Shuffling 98] loss 5037976.5000 lr 0.0008 vocab_size 426964 (17.93s/27.16m) [Shuffling 99] loss 5116147.0000 lr 0.0006 vocab_size 426964 (14.68s/27.13m) [Shuffling 100] loss 4970224.5000 lr 0.0003 vocab_size 426964 (18.24s/27.17m) [03/12/24-18:06:25] Training finished, training Time 27.17m