num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W100D-0.0250r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W100D-0.0250r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/5W100D-0.0250r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_dhs/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_dhs/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 [03/29/24-11:43:36] Start training [03/29/24-11:43:36] Building vocabulary [03/29/24-11:44:14] Vocabulary size is 561580 [Shuffling 1] loss 11787570.0000 lr 0.0250 vocab_size 561580 (17.95s/30.56m) [Shuffling 2] loss 9122944.0000 lr 0.0248 vocab_size 561580 (17.95s/30.55m) [Shuffling 3] loss 7943036.5000 lr 0.0245 vocab_size 561580 (18.16s/30.67m) [Shuffling 4] loss 7601575.0000 lr 0.0243 vocab_size 561580 (18.05s/30.68m) [Shuffling 5] loss 7020535.0000 lr 0.0240 vocab_size 561580 (18.12s/30.71m) [Shuffling 6] loss 7002732.5000 lr 0.0238 vocab_size 561580 (18.02s/30.71m) [Shuffling 7] loss 6779004.0000 lr 0.0235 vocab_size 561580 (18.12s/30.72m) [Shuffling 8] loss 7105573.0000 lr 0.0233 vocab_size 561580 (17.54s/30.62m) [Shuffling 9] loss 6991201.0000 lr 0.0230 vocab_size 561580 (17.79s/30.58m) [Shuffling 10] loss 6985623.0000 lr 0.0228 vocab_size 561580 (17.53s/30.51m) [Shuffling 11] loss 7079980.5000 lr 0.0225 vocab_size 561580 (17.72s/30.48m) [Shuffling 12] loss 6917674.0000 lr 0.0223 vocab_size 561580 (17.95s/30.49m) [Shuffling 13] loss 7003946.5000 lr 0.0220 vocab_size 561580 (17.76s/30.47m) [Shuffling 14] loss 6785580.0000 lr 0.0218 vocab_size 561580 (17.71s/30.45m) [Shuffling 15] loss 6651469.5000 lr 0.0215 vocab_size 561580 (18.26s/30.49m) [Shuffling 16] loss 6528330.5000 lr 0.0213 vocab_size 561580 (18.37s/30.54m) [Shuffling 17] loss 6650035.0000 lr 0.0210 vocab_size 561580 (17.75s/30.52m) [Shuffling 18] loss 6492691.5000 lr 0.0208 vocab_size 561580 (18.60s/30.58m) [Shuffling 19] loss 6480975.0000 lr 0.0205 vocab_size 561580 (18.32s/30.61m) [Shuffling 20] loss 6554634.0000 lr 0.0203 vocab_size 561580 (17.97s/30.61m) [Shuffling 21] loss 6379607.0000 lr 0.0200 vocab_size 561580 (18.51s/30.65m) [Shuffling 22] loss 6455755.0000 lr 0.0198 vocab_size 561580 (17.93s/30.65m) [Shuffling 23] loss 6538010.0000 lr 0.0195 vocab_size 561580 (17.85s/30.64m) [Shuffling 24] loss 6534673.5000 lr 0.0193 vocab_size 561580 (17.84s/30.62m) [Shuffling 25] loss 6331846.0000 lr 0.0190 vocab_size 561580 (18.45s/30.66m) [Shuffling 26] loss 6338134.0000 lr 0.0188 vocab_size 561580 (17.93s/30.65m) [Shuffling 27] loss 6074357.0000 lr 0.0185 vocab_size 561580 (18.40s/30.67m) [Shuffling 28] loss 6154315.0000 lr 0.0183 vocab_size 561580 (17.99s/30.67m) [Shuffling 29] loss 6265634.5000 lr 0.0180 vocab_size 561580 (17.84s/30.66m) [Shuffling 30] loss 6253911.0000 lr 0.0178 vocab_size 561580 (17.69s/30.64m) [Shuffling 31] loss 6183922.0000 lr 0.0175 vocab_size 561580 (17.77s/30.63m) [Shuffling 32] loss 6294955.5000 lr 0.0173 vocab_size 561580 (17.84s/30.62m) [Shuffling 33] loss 6388368.5000 lr 0.0170 vocab_size 561580 (17.76s/30.61m) [Shuffling 34] loss 6222467.0000 lr 0.0168 vocab_size 561580 (17.83s/30.60m) [Shuffling 35] loss 6208736.0000 lr 0.0165 vocab_size 561580 (18.07s/30.61m) [Shuffling 36] loss 6267722.0000 lr 0.0163 vocab_size 561580 (17.92s/30.61m) [Shuffling 37] loss 6039815.5000 lr 0.0160 vocab_size 561580 (18.37s/30.62m) [Shuffling 38] loss 6177120.5000 lr 0.0158 vocab_size 561580 (17.90s/30.62m) [Shuffling 39] loss 6224354.5000 lr 0.0155 vocab_size 561580 (17.83s/30.61m) [Shuffling 40] loss 6067363.0000 lr 0.0153 vocab_size 561580 (17.75s/30.60m) [Shuffling 41] loss 6126708.5000 lr 0.0150 vocab_size 561580 (17.77s/30.59m) [Shuffling 42] loss 6005916.0000 lr 0.0148 vocab_size 561580 (18.54s/30.62m) [Shuffling 43] loss 6133958.0000 lr 0.0145 vocab_size 561580 (18.01s/30.62m) [Shuffling 44] loss 5853169.0000 lr 0.0143 vocab_size 561580 (18.62s/30.64m) [Shuffling 45] loss 6168650.0000 lr 0.0140 vocab_size 561580 (18.10s/30.65m) [Shuffling 46] loss 5941610.5000 lr 0.0138 vocab_size 561580 (18.24s/30.65m) [Shuffling 47] loss 6061121.0000 lr 0.0135 vocab_size 561580 (18.06s/30.66m) [Shuffling 48] loss 6059988.0000 lr 0.0133 vocab_size 561580 (18.05s/30.66m) [Shuffling 49] loss 6005968.5000 lr 0.0130 vocab_size 561580 (18.00s/30.66m) [Shuffling 50] loss 6177671.5000 lr 0.0128 vocab_size 561580 (17.96s/30.65m) [Shuffling 51] loss 6116751.5000 lr 0.0126 vocab_size 561580 (17.95s/30.65m) [Shuffling 52] loss 6078057.0000 lr 0.0123 vocab_size 561580 (18.14s/30.66m) [Shuffling 53] loss 6071244.0000 lr 0.0121 vocab_size 561580 (18.11s/30.66m) [Shuffling 54] loss 6085916.5000 lr 0.0118 vocab_size 561580 (17.95s/30.66m) [Shuffling 55] loss 5974467.5000 lr 0.0116 vocab_size 561580 (17.81s/30.65m) [Shuffling 56] loss 6060281.5000 lr 0.0113 vocab_size 561580 (18.01s/30.65m) [Shuffling 57] loss 6070859.5000 lr 0.0111 vocab_size 561580 (18.02s/30.65m) [Shuffling 58] loss 6135928.5000 lr 0.0108 vocab_size 561580 (17.99s/30.65m) [Shuffling 59] loss 5913366.0000 lr 0.0106 vocab_size 561580 (17.94s/30.65m) [Shuffling 60] loss 5903696.5000 lr 0.0103 vocab_size 561580 (18.06s/30.65m) [Shuffling 61] loss 6062759.5000 lr 0.0101 vocab_size 561580 (18.15s/30.66m) [Shuffling 62] loss 6154310.5000 lr 0.0098 vocab_size 561580 (17.94s/30.65m) [Shuffling 63] loss 6026058.5000 lr 0.0096 vocab_size 561580 (17.93s/30.65m) [Shuffling 64] loss 5851178.0000 lr 0.0093 vocab_size 561580 (18.39s/30.66m) [Shuffling 65] loss 5863936.5000 lr 0.0091 vocab_size 561580 (17.84s/30.66m) [Shuffling 66] loss 5967152.0000 lr 0.0088 vocab_size 561580 (17.95s/30.66m) [Shuffling 67] loss 6006035.5000 lr 0.0086 vocab_size 561580 (17.84s/30.65m) [Shuffling 68] loss 5977835.0000 lr 0.0083 vocab_size 561580 (17.72s/30.65m) [Shuffling 69] loss 5959063.0000 lr 0.0081 vocab_size 561580 (17.84s/30.64m) [Shuffling 70] loss 5918454.5000 lr 0.0078 vocab_size 561580 (17.60s/30.63m) [Shuffling 71] loss 5993818.0000 lr 0.0076 vocab_size 561580 (17.80s/30.63m) [Shuffling 72] loss 5992557.0000 lr 0.0073 vocab_size 561580 (17.71s/30.62m) [Shuffling 73] loss 5992121.0000 lr 0.0071 vocab_size 561580 (17.57s/30.61m) [Shuffling 74] loss 5977590.5000 lr 0.0068 vocab_size 561580 (17.71s/30.61m) [Shuffling 75] loss 5973734.5000 lr 0.0066 vocab_size 561580 (17.61s/30.60m) [Shuffling 76] loss 5895735.0000 lr 0.0063 vocab_size 561580 (17.59s/30.59m) [Shuffling 77] loss 6076680.5000 lr 0.0061 vocab_size 561580 (17.72s/30.58m) [Shuffling 78] loss 5786401.5000 lr 0.0058 vocab_size 561580 (18.23s/30.59m) [Shuffling 79] loss 5929580.5000 lr 0.0056 vocab_size 561580 (17.65s/30.58m) [Shuffling 80] loss 5932567.0000 lr 0.0053 vocab_size 561580 (17.59s/30.57m) [Shuffling 81] loss 5923939.5000 lr 0.0051 vocab_size 561580 (17.74s/30.57m) [Shuffling 82] loss 5860122.5000 lr 0.0048 vocab_size 561580 (17.50s/30.56m) [Shuffling 83] loss 5886706.5000 lr 0.0046 vocab_size 561580 (17.67s/30.55m) [Shuffling 84] loss 5885084.5000 lr 0.0043 vocab_size 561580 (17.68s/30.55m) [Shuffling 85] loss 5878652.0000 lr 0.0041 vocab_size 561580 (17.67s/30.54m) [Shuffling 86] loss 5949728.0000 lr 0.0038 vocab_size 561580 (17.66s/30.54m) [Shuffling 87] loss 5852653.5000 lr 0.0036 vocab_size 561580 (17.43s/30.53m) [Shuffling 88] loss 5973350.5000 lr 0.0033 vocab_size 561580 (17.37s/30.52m) [Shuffling 89] loss 5765746.0000 lr 0.0031 vocab_size 561580 (17.96s/30.52m) [Shuffling 90] loss 5793099.5000 lr 0.0028 vocab_size 561580 (17.35s/30.51m) [Shuffling 91] loss 5896081.0000 lr 0.0026 vocab_size 561580 (17.46s/30.50m) [Shuffling 92] loss 5940467.0000 lr 0.0023 vocab_size 561580 (17.23s/30.49m) [Shuffling 93] loss 5775413.0000 lr 0.0021 vocab_size 561580 (17.17s/30.47m) [Shuffling 94] loss 5890811.0000 lr 0.0018 vocab_size 561580 (17.08s/30.46m) [Shuffling 95] loss 5933171.0000 lr 0.0016 vocab_size 561580 (17.52s/30.45m) [Shuffling 96] loss 5811456.5000 lr 0.0013 vocab_size 561580 (22.30s/30.53m) [Shuffling 97] loss 5952262.5000 lr 0.0011 vocab_size 561580 (38.39s/30.88m) [Shuffling 98] loss 5996764.0000 lr 0.0008 vocab_size 561580 (37.43s/31.21m) [Shuffling 99] loss 5923034.0000 lr 0.0006 vocab_size 561580 (37.20s/31.53m) [Shuffling 100] loss 5911339.5000 lr 0.0003 vocab_size 561580 (38.48s/31.86m) [03/29/24-12:15:28] Training finished, training Time 31.86m