num_sent_processes: 4 [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.5000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.5000r/shuffled_datasets [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.5000r/shuffled_datasets {'num_shuffle': 100, 'embed_dim': 10, 'context_len': 50, 'nworkers': 6, 'save_freq': -1, 'save_dir': '/scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.5000r', 'resume': '', 'train_alg': 'cbow', 'min_count': 5, 'neg_samples': 5, 'init_lr': 0.5, 'min_lr': 0.0001, 'lr_mode': 'linear', 'milestones': [], 'hier_softmax': False, 'update_vocab': 'once', 'seed': 0} [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.5000r/shuffled_datasets Using cbow, negative sampling with 5 negative samples [03/12/24-20:22:39] Start training [03/12/24-20:22:39] Building vocabulary [03/12/24-20:23:31] Vocabulary size is 287225 [Shuffling 1] loss 1879395.8750 lr 0.5000 vocab_size 287225 (12.21s/21.21m) [Shuffling 2] loss 63600.3906 lr 0.4950 vocab_size 287225 (12.59s/21.55m) [Shuffling 3] loss 30785.9648 lr 0.4900 vocab_size 287225 (12.59s/21.65m) [Shuffling 4] loss 21726.6523 lr 0.4850 vocab_size 287225 (12.61s/21.72m) [Shuffling 5] loss 16035.9600 lr 0.4800 vocab_size 287225 (14.93s/22.53m) [Shuffling 6] loss 13324.3301 lr 0.4750 vocab_size 287225 (12.57s/22.42m) [Shuffling 7] loss 12031.8857 lr 0.4700 vocab_size 287225 (12.72s/22.38m) [Shuffling 8] loss 10470.6680 lr 0.4650 vocab_size 287225 (12.60s/22.32m) [Shuffling 9] loss 9173.2656 lr 0.4600 vocab_size 287225 (13.71s/22.48m) [Shuffling 10] loss 8079.1729 lr 0.4550 vocab_size 287225 (12.88s/22.46m) [Shuffling 11] loss 7530.6191 lr 0.4500 vocab_size 287225 (12.60s/22.41m) [Shuffling 12] loss 6765.7871 lr 0.4450 vocab_size 287225 (12.61s/22.37m) [Shuffling 13] loss 6419.1133 lr 0.4400 vocab_size 287225 (12.76s/22.36m) [Shuffling 14] loss 5819.7622 lr 0.4350 vocab_size 287225 (12.60s/22.32m) [Shuffling 15] loss 5603.0332 lr 0.4300 vocab_size 287225 (12.67s/22.30m) [Shuffling 16] loss 4728.8428 lr 0.4250 vocab_size 287225 (12.47s/22.27m) [Shuffling 17] loss 4836.1372 lr 0.4200 vocab_size 287225 (12.44s/22.23m) [Shuffling 18] loss 4276.4805 lr 0.4150 vocab_size 287225 (12.69s/22.22m) [Shuffling 19] loss 3852.1067 lr 0.4100 vocab_size 287225 (12.85s/22.22m) [Shuffling 20] loss 3802.2207 lr 0.4050 vocab_size 287225 (12.74s/22.22m) [Shuffling 21] loss 3811.9893 lr 0.4000 vocab_size 287225 (12.36s/22.18m) [Shuffling 22] loss 3652.0620 lr 0.3950 vocab_size 287225 (12.76s/22.18m) [Shuffling 23] loss 3482.4790 lr 0.3900 vocab_size 287225 (12.73s/22.18m) [Shuffling 24] loss 3640.7036 lr 0.3850 vocab_size 287225 (12.44s/22.16m) [Shuffling 25] loss 3084.9343 lr 0.3800 vocab_size 287225 (12.64s/22.15m) [Shuffling 26] loss 3171.7927 lr 0.3750 vocab_size 287225 (12.39s/22.13m) [Shuffling 27] loss 3255.9189 lr 0.3700 vocab_size 287225 (12.86s/22.13m) [Shuffling 28] loss 3021.2341 lr 0.3650 vocab_size 287225 (12.70s/22.13m) [Shuffling 29] loss 2579.5256 lr 0.3600 vocab_size 287225 (12.47s/22.12m) [Shuffling 30] loss 2898.0227 lr 0.3550 vocab_size 287225 (12.58s/22.11m) [Shuffling 31] loss 2538.2693 lr 0.3500 vocab_size 287225 (12.58s/22.10m) [Shuffling 32] loss 2754.2876 lr 0.3450 vocab_size 287225 (12.59s/22.09m) [Shuffling 33] loss 2594.7480 lr 0.3400 vocab_size 287225 (12.52s/22.08m) [Shuffling 34] loss 2325.1838 lr 0.3350 vocab_size 287225 (12.51s/22.07m) [Shuffling 35] loss 2364.8630 lr 0.3300 vocab_size 287225 (13.68s/22.12m) [Shuffling 36] loss 2190.0203 lr 0.3250 vocab_size 287225 (12.72s/22.12m) [Shuffling 37] loss 2365.1697 lr 0.3200 vocab_size 287225 (12.46s/22.11m) [Shuffling 38] loss 2013.7788 lr 0.3150 vocab_size 287225 (12.75s/22.11m) [Shuffling 39] loss 2218.7844 lr 0.3100 vocab_size 287225 (12.41s/22.09m) [Shuffling 40] loss 2186.0291 lr 0.3050 vocab_size 287225 (13.74s/22.13m) [Shuffling 41] loss 1853.3184 lr 0.3000 vocab_size 287225 (12.76s/22.14m) [Shuffling 42] loss 2080.4221 lr 0.2950 vocab_size 287225 (12.56s/22.13m) [Shuffling 43] loss 1845.3422 lr 0.2900 vocab_size 287225 (12.75s/22.13m) [Shuffling 44] loss 1975.7418 lr 0.2850 vocab_size 287225 (12.43s/22.12m) [Shuffling 45] loss 1688.3378 lr 0.2800 vocab_size 287225 (12.66s/22.11m) [Shuffling 46] loss 1615.4318 lr 0.2750 vocab_size 287225 (13.96s/22.16m) [Shuffling 47] loss 1805.1294 lr 0.2700 vocab_size 287225 (12.58s/22.15m) [Shuffling 48] loss 1675.0245 lr 0.2650 vocab_size 287225 (12.46s/22.14m) [Shuffling 49] loss 1587.3695 lr 0.2600 vocab_size 287225 (12.74s/22.14m) [Shuffling 50] loss 1857.1885 lr 0.2550 vocab_size 287225 (12.39s/22.13m) [Shuffling 51] loss 1716.8014 lr 0.2500 vocab_size 287225 (12.63s/22.13m) [Shuffling 52] loss 1557.6106 lr 0.2451 vocab_size 287225 (12.64s/22.12m) [Shuffling 53] loss 1763.4478 lr 0.2401 vocab_size 287225 (12.64s/22.12m) [Shuffling 54] loss 1362.1432 lr 0.2351 vocab_size 287225 (12.62s/22.12m) [Shuffling 55] loss 1683.9164 lr 0.2301 vocab_size 287225 (12.58s/22.11m) [Shuffling 56] loss 1476.1294 lr 0.2251 vocab_size 287225 (12.49s/22.10m) [Shuffling 57] loss 1313.8993 lr 0.2201 vocab_size 287225 (12.68s/22.10m) [Shuffling 58] loss 1449.4806 lr 0.2151 vocab_size 287225 (12.56s/22.10m) [Shuffling 59] loss 1373.1580 lr 0.2101 vocab_size 287225 (12.55s/22.09m) [Shuffling 60] loss 1383.9025 lr 0.2051 vocab_size 287225 (12.60s/22.09m) [Shuffling 61] loss 1419.9253 lr 0.2001 vocab_size 287225 (13.63s/22.12m) [Shuffling 62] loss 1285.7596 lr 0.1951 vocab_size 287225 (12.67s/22.11m) [Shuffling 63] loss 1408.2565 lr 0.1901 vocab_size 287225 (12.67s/22.11m) [Shuffling 64] loss 1410.5210 lr 0.1851 vocab_size 287225 (12.62s/22.11m) [Shuffling 65] loss 1448.0353 lr 0.1801 vocab_size 287225 (12.64s/22.11m) [Shuffling 66] loss 1327.6255 lr 0.1751 vocab_size 287225 (12.61s/22.10m) [Shuffling 67] loss 1210.3899 lr 0.1701 vocab_size 287225 (12.71s/22.10m) [Shuffling 68] loss 1340.2217 lr 0.1651 vocab_size 287225 (12.74s/22.10m) [Shuffling 69] loss 1357.0834 lr 0.1601 vocab_size 287225 (12.52s/22.10m) [Shuffling 70] loss 1245.7837 lr 0.1551 vocab_size 287225 (12.68s/22.10m) [Shuffling 71] loss 1180.3268 lr 0.1501 vocab_size 287225 (12.71s/22.10m) [Shuffling 72] loss 1199.7260 lr 0.1451 vocab_size 287225 (12.48s/22.09m) [Shuffling 73] loss 1096.4960 lr 0.1401 vocab_size 287225 (13.90s/22.12m) [Shuffling 74] loss 1276.2765 lr 0.1351 vocab_size 287225 (12.60s/22.12m) [Shuffling 75] loss 1186.2719 lr 0.1301 vocab_size 287225 (12.68s/22.12m) [Shuffling 76] loss 1286.6064 lr 0.1251 vocab_size 287225 (12.56s/22.11m) [Shuffling 77] loss 1045.7845 lr 0.1201 vocab_size 287225 (12.76s/22.11m) [Shuffling 78] loss 1182.6941 lr 0.1151 vocab_size 287225 (12.50s/22.11m) [Shuffling 79] loss 1045.6333 lr 0.1101 vocab_size 287225 (12.71s/22.11m) [Shuffling 80] loss 1256.3340 lr 0.1051 vocab_size 287225 (12.44s/22.10m) [Shuffling 81] loss 1210.8584 lr 0.1001 vocab_size 287225 (12.52s/22.10m) [Shuffling 82] loss 1074.5658 lr 0.0951 vocab_size 287225 (12.59s/22.09m) [Shuffling 83] loss 1211.0137 lr 0.0901 vocab_size 287225 (12.46s/22.09m) [Shuffling 84] loss 1023.1497 lr 0.0851 vocab_size 287225 (12.70s/22.09m) [Shuffling 85] loss 1165.4407 lr 0.0801 vocab_size 287225 (12.58s/22.09m) [Shuffling 86] loss 1005.7806 lr 0.0751 vocab_size 287225 (13.98s/22.11m) [Shuffling 87] loss 981.2062 lr 0.0701 vocab_size 287225 (12.75s/22.11m) [Shuffling 88] loss 1149.4244 lr 0.0651 vocab_size 287225 (12.71s/22.11m) [Shuffling 89] loss 1201.3948 lr 0.0601 vocab_size 287225 (12.69s/22.11m) [Shuffling 90] loss 1052.1075 lr 0.0551 vocab_size 287225 (12.60s/22.11m) [Shuffling 91] loss 1159.5878 lr 0.0501 vocab_size 287225 (12.42s/22.10m) [Shuffling 92] loss 1082.7341 lr 0.0451 vocab_size 287225 (12.62s/22.10m) [Shuffling 93] loss 1041.5542 lr 0.0401 vocab_size 287225 (12.66s/22.10m) [Shuffling 94] loss 1037.8027 lr 0.0351 vocab_size 287225 (12.52s/22.10m) [Shuffling 95] loss 873.5057 lr 0.0301 vocab_size 287225 (12.60s/22.09m) [Shuffling 96] loss 1053.5629 lr 0.0251 vocab_size 287225 (12.73s/22.09m) [Shuffling 97] loss 1155.7765 lr 0.0201 vocab_size 287225 (12.37s/22.09m) [Shuffling 98] loss 1052.0150 lr 0.0151 vocab_size 287225 (12.54s/22.09m) [Shuffling 99] loss 865.9885 lr 0.0101 vocab_size 287225 (12.78s/22.09m) [Shuffling 100] loss 917.3242 lr 0.0051 vocab_size 287225 (12.78s/22.09m) [03/12/24-20:44:44] Training finished, training Time 22.09m