num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/5W10D-0.0250r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/5W10D-0.0250r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/5W10D-0.0250r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Small/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_Small/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} Using cbow, negative sampling with 5 negative samples [03/12/24-16:59:06] Start training [03/12/24-16:59:06] Building vocabulary [03/12/24-16:59:14] Vocabulary size is 40498 [Shuffling 1] loss 2427437.5000 lr 0.0250 vocab_size 40498 (2.39s/4.11m) [Shuffling 2] loss 2069375.3750 lr 0.0248 vocab_size 40498 (2.53s/4.23m) [Shuffling 3] loss 1996711.8750 lr 0.0245 vocab_size 40498 (2.55s/4.28m) [Shuffling 4] loss 2087767.8750 lr 0.0243 vocab_size 40498 (2.58s/4.32m) [Shuffling 5] loss 2045793.3750 lr 0.0240 vocab_size 40498 (2.60s/4.35m) [Shuffling 6] loss 2116061.0000 lr 0.0238 vocab_size 40498 (2.56s/4.36m) [Shuffling 7] loss 2048706.3750 lr 0.0235 vocab_size 40498 (2.47s/4.34m) [Shuffling 8] loss 2112592.7500 lr 0.0233 vocab_size 40498 (2.48s/4.33m) [Shuffling 9] loss 2057455.3750 lr 0.0230 vocab_size 40498 (2.56s/4.34m) [Shuffling 10] loss 1979458.3750 lr 0.0228 vocab_size 40498 (2.42s/4.32m) [Shuffling 11] loss 2020353.5000 lr 0.0225 vocab_size 40498 (2.53s/4.33m) [Shuffling 12] loss 2028787.7500 lr 0.0223 vocab_size 40498 (2.43s/4.31m) [Shuffling 13] loss 2020574.1250 lr 0.0220 vocab_size 40498 (2.62s/4.33m) [Shuffling 14] loss 2022053.5000 lr 0.0218 vocab_size 40498 (2.45s/4.32m) [Shuffling 15] loss 2035979.1250 lr 0.0215 vocab_size 40498 (2.52s/4.32m) [Shuffling 16] loss 2029844.5000 lr 0.0213 vocab_size 40498 (2.43s/4.31m) [Shuffling 17] loss 1896853.8750 lr 0.0210 vocab_size 40498 (2.57s/4.32m) [Shuffling 18] loss 2016275.0000 lr 0.0208 vocab_size 40498 (2.55s/4.32m) [Shuffling 19] loss 1977944.3750 lr 0.0205 vocab_size 40498 (2.58s/4.33m) [Shuffling 20] loss 2001302.7500 lr 0.0203 vocab_size 40498 (2.61s/4.34m) [Shuffling 21] loss 2028175.6250 lr 0.0200 vocab_size 40498 (2.51s/4.33m) [Shuffling 22] loss 2031847.8750 lr 0.0198 vocab_size 40498 (2.59s/4.34m) [Shuffling 23] loss 1843559.3750 lr 0.0195 vocab_size 40498 (2.47s/4.34m) [Shuffling 24] loss 2022454.3750 lr 0.0193 vocab_size 40498 (2.56s/4.34m) [Shuffling 25] loss 1985960.3750 lr 0.0190 vocab_size 40498 (2.45s/4.33m) [Shuffling 26] loss 1908470.8750 lr 0.0188 vocab_size 40498 (2.55s/4.33m) [Shuffling 27] loss 2016617.2500 lr 0.0185 vocab_size 40498 (2.47s/4.33m) [Shuffling 28] loss 2039737.5000 lr 0.0183 vocab_size 40498 (2.52s/4.33m) [Shuffling 29] loss 1977465.5000 lr 0.0180 vocab_size 40498 (2.43s/4.33m) [Shuffling 30] loss 1980961.8750 lr 0.0178 vocab_size 40498 (2.47s/4.32m) [Shuffling 31] loss 1980917.2500 lr 0.0175 vocab_size 40498 (2.57s/4.33m) [Shuffling 32] loss 1991439.6250 lr 0.0173 vocab_size 40498 (2.41s/4.32m) [Shuffling 33] loss 2004347.3750 lr 0.0170 vocab_size 40498 (2.60s/4.33m) [Shuffling 34] loss 1921151.6250 lr 0.0168 vocab_size 40498 (2.48s/4.32m) [Shuffling 35] loss 2014036.8750 lr 0.0165 vocab_size 40498 (2.55s/4.33m) [Shuffling 36] loss 1949876.5000 lr 0.0163 vocab_size 40498 (2.46s/4.32m) [Shuffling 37] loss 1992981.2500 lr 0.0160 vocab_size 40498 (2.50s/4.32m) [Shuffling 38] loss 1991563.6250 lr 0.0158 vocab_size 40498 (2.47s/4.32m) [Shuffling 39] loss 1965125.5000 lr 0.0155 vocab_size 40498 (2.47s/4.32m) [Shuffling 40] loss 2106072.2500 lr 0.0153 vocab_size 40498 (2.50s/4.32m) [Shuffling 41] loss 2016653.0000 lr 0.0150 vocab_size 40498 (2.40s/4.31m) [Shuffling 42] loss 2054395.8750 lr 0.0148 vocab_size 40498 (2.55s/4.32m) [Shuffling 43] loss 1932587.2500 lr 0.0145 vocab_size 40498 (2.45s/4.31m) [Shuffling 44] loss 2034404.0000 lr 0.0143 vocab_size 40498 (2.49s/4.31m) [Shuffling 45] loss 1915426.3750 lr 0.0140 vocab_size 40498 (2.42s/4.31m) [Shuffling 46] loss 2067998.0000 lr 0.0138 vocab_size 40498 (2.47s/4.31m) [Shuffling 47] loss 2054261.3750 lr 0.0135 vocab_size 40498 (2.51s/4.31m) [Shuffling 48] loss 1890867.8750 lr 0.0133 vocab_size 40498 (2.39s/4.30m) [Shuffling 49] loss 1909955.2500 lr 0.0130 vocab_size 40498 (2.59s/4.31m) [Shuffling 50] loss 1983672.1250 lr 0.0128 vocab_size 40498 (2.44s/4.31m) [Shuffling 51] loss 2013105.1250 lr 0.0126 vocab_size 40498 (2.52s/4.31m) [Shuffling 52] loss 2042091.0000 lr 0.0123 vocab_size 40498 (2.52s/4.31m) [Shuffling 53] loss 2011953.3750 lr 0.0121 vocab_size 40498 (2.50s/4.31m) [Shuffling 54] loss 1911887.5000 lr 0.0118 vocab_size 40498 (2.50s/4.31m) [Shuffling 55] loss 2017709.8750 lr 0.0116 vocab_size 40498 (2.40s/4.30m) [Shuffling 56] loss 1877701.7500 lr 0.0113 vocab_size 40498 (2.54s/4.31m) [Shuffling 57] loss 1962926.0000 lr 0.0111 vocab_size 40498 (2.51s/4.31m) [Shuffling 58] loss 1975894.7500 lr 0.0108 vocab_size 40498 (2.52s/4.31m) [Shuffling 59] loss 1935409.6250 lr 0.0106 vocab_size 40498 (2.50s/4.31m) [Shuffling 60] loss 1896968.2500 lr 0.0103 vocab_size 40498 (2.46s/4.30m) [Shuffling 61] loss 2044288.2500 lr 0.0101 vocab_size 40498 (2.59s/4.31m) [Shuffling 62] loss 2047320.5000 lr 0.0098 vocab_size 40498 (2.44s/4.31m) [Shuffling 63] loss 2085050.6250 lr 0.0096 vocab_size 40498 (2.51s/4.31m) [Shuffling 64] loss 1948136.2500 lr 0.0093 vocab_size 40498 (2.50s/4.31m) [Shuffling 65] loss 2027228.1250 lr 0.0091 vocab_size 40498 (2.52s/4.31m) [Shuffling 66] loss 1954778.0000 lr 0.0088 vocab_size 40498 (2.51s/4.31m) [Shuffling 67] loss 1962970.2500 lr 0.0086 vocab_size 40498 (2.39s/4.30m) [Shuffling 68] loss 1921019.0000 lr 0.0083 vocab_size 40498 (2.58s/4.31m) [Shuffling 69] loss 2039155.8750 lr 0.0081 vocab_size 40498 (2.50s/4.31m) [Shuffling 70] loss 1882110.2500 lr 0.0078 vocab_size 40498 (2.48s/4.30m) [Shuffling 71] loss 1976442.5000 lr 0.0076 vocab_size 40498 (2.51s/4.30m) [Shuffling 72] loss 2025884.2500 lr 0.0073 vocab_size 40498 (2.46s/4.30m) [Shuffling 73] loss 1936684.5000 lr 0.0071 vocab_size 40498 (2.61s/4.31m) [Shuffling 74] loss 1992791.5000 lr 0.0068 vocab_size 40498 (2.44s/4.30m) [Shuffling 75] loss 1982256.6250 lr 0.0066 vocab_size 40498 (2.44s/4.30m) [Shuffling 76] loss 1960275.6250 lr 0.0063 vocab_size 40498 (2.52s/4.30m) [Shuffling 77] loss 1922560.6250 lr 0.0061 vocab_size 40498 (2.50s/4.30m) [Shuffling 78] loss 1901055.2500 lr 0.0058 vocab_size 40498 (2.52s/4.30m) [Shuffling 79] loss 1945670.6250 lr 0.0056 vocab_size 40498 (2.45s/4.30m) [Shuffling 80] loss 1999209.7500 lr 0.0053 vocab_size 40498 (2.47s/4.30m) [Shuffling 81] loss 2025887.0000 lr 0.0051 vocab_size 40498 (2.56s/4.30m) [Shuffling 82] loss 2000103.5000 lr 0.0048 vocab_size 40498 (2.43s/4.30m) [Shuffling 83] loss 2031718.5000 lr 0.0046 vocab_size 40498 (2.52s/4.30m) [Shuffling 84] loss 2059218.1250 lr 0.0043 vocab_size 40498 (2.51s/4.30m) [Shuffling 85] loss 1907194.5000 lr 0.0041 vocab_size 40498 (2.45s/4.30m) [Shuffling 86] loss 1900320.2500 lr 0.0038 vocab_size 40498 (2.57s/4.30m) [Shuffling 87] loss 1947553.1250 lr 0.0036 vocab_size 40498 (2.37s/4.30m) [Shuffling 88] loss 2034032.6250 lr 0.0033 vocab_size 40498 (2.47s/4.30m) [Shuffling 89] loss 1988109.3750 lr 0.0031 vocab_size 40498 (2.57s/4.30m) [Shuffling 90] loss 1974718.0000 lr 0.0028 vocab_size 40498 (2.43s/4.30m) [Shuffling 91] loss 1993657.3750 lr 0.0026 vocab_size 40498 (2.52s/4.30m) [Shuffling 92] loss 2073640.3750 lr 0.0023 vocab_size 40498 (2.54s/4.30m) [Shuffling 93] loss 2022475.0000 lr 0.0021 vocab_size 40498 (2.47s/4.30m) [Shuffling 94] loss 1971267.7500 lr 0.0018 vocab_size 40498 (2.63s/4.30m) [Shuffling 95] loss 1953941.5000 lr 0.0016 vocab_size 40498 (2.42s/4.30m) [Shuffling 96] loss 1902488.1250 lr 0.0013 vocab_size 40498 (2.48s/4.30m) [Shuffling 97] loss 2060968.3750 lr 0.0011 vocab_size 40498 (2.60s/4.30m) [Shuffling 98] loss 2028727.0000 lr 0.0008 vocab_size 40498 (2.47s/4.30m) [Shuffling 99] loss 1867334.3750 lr 0.0006 vocab_size 40498 (2.56s/4.30m) [Shuffling 100] loss 2051417.1250 lr 0.0003 vocab_size 40498 (2.43s/4.30m) [03/12/24-17:03:25] Training finished, training Time 4.30m