num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/5W10D-0.5000r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/5W10D-0.5000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/5W10D-0.5000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/5W10D-0.5000r/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_Medium/5W10D-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} Using cbow, negative sampling with 5 negative samples [03/12/24-19:11:35] Start training [03/12/24-19:11:35] Building vocabulary [03/12/24-19:11:55] Vocabulary size is 232626 [Shuffling 1] loss 4024704.0000 lr 0.5000 vocab_size 232626 (8.13s/13.87m) [Shuffling 2] loss 167491.8594 lr 0.4950 vocab_size 232626 (8.43s/14.13m) [Shuffling 3] loss 60878.3008 lr 0.4900 vocab_size 232626 (8.53s/14.27m) [Shuffling 4] loss 36323.3047 lr 0.4850 vocab_size 232626 (8.57s/14.35m) [Shuffling 5] loss 27337.1934 lr 0.4800 vocab_size 232626 (8.38s/14.34m) [Shuffling 6] loss 20662.9277 lr 0.4750 vocab_size 232626 (8.63s/14.40m) [Shuffling 7] loss 17051.6055 lr 0.4700 vocab_size 232626 (8.49s/14.41m) [Shuffling 8] loss 15020.5615 lr 0.4650 vocab_size 232626 (8.40s/14.40m) [Shuffling 9] loss 11292.9707 lr 0.4600 vocab_size 232626 (8.61s/14.43m) [Shuffling 10] loss 10441.7939 lr 0.4550 vocab_size 232626 (8.40s/14.42m) [Shuffling 11] loss 9047.2246 lr 0.4500 vocab_size 232626 (8.64s/14.45m) [Shuffling 12] loss 8340.9971 lr 0.4450 vocab_size 232626 (8.48s/14.45m) [Shuffling 13] loss 6138.6904 lr 0.4400 vocab_size 232626 (8.51s/14.45m) [Shuffling 14] loss 6399.0742 lr 0.4350 vocab_size 232626 (8.47s/14.45m) [Shuffling 15] loss 5299.4736 lr 0.4300 vocab_size 232626 (8.36s/14.44m) [Shuffling 16] loss 4775.0737 lr 0.4250 vocab_size 232626 (8.52s/14.44m) [Shuffling 17] loss 5067.8008 lr 0.4200 vocab_size 232626 (8.32s/14.43m) [Shuffling 18] loss 4241.5806 lr 0.4150 vocab_size 232626 (8.49s/14.43m) [Shuffling 19] loss 4103.5156 lr 0.4100 vocab_size 232626 (8.39s/14.43m) [Shuffling 20] loss 4074.4590 lr 0.4050 vocab_size 232626 (8.30s/14.41m) [Shuffling 21] loss 3693.1074 lr 0.4000 vocab_size 232626 (8.66s/14.43m) [Shuffling 22] loss 3863.9583 lr 0.3950 vocab_size 232626 (8.29s/14.42m) [Shuffling 23] loss 3889.7983 lr 0.3900 vocab_size 232626 (8.26s/14.40m) [Shuffling 24] loss 3236.5779 lr 0.3850 vocab_size 232626 (8.50s/14.40m) [Shuffling 25] loss 3231.1191 lr 0.3800 vocab_size 232626 (8.26s/14.39m) [Shuffling 26] loss 2877.5459 lr 0.3750 vocab_size 232626 (8.68s/14.41m) [Shuffling 27] loss 2985.4937 lr 0.3700 vocab_size 232626 (8.20s/14.39m) [Shuffling 28] loss 2586.1545 lr 0.3650 vocab_size 232626 (8.34s/14.39m) [Shuffling 29] loss 2835.9846 lr 0.3600 vocab_size 232626 (8.32s/14.38m) [Shuffling 30] loss 2244.5388 lr 0.3550 vocab_size 232626 (8.27s/14.37m) [Shuffling 31] loss 2481.9629 lr 0.3500 vocab_size 232626 (8.37s/14.37m) [Shuffling 32] loss 2362.8208 lr 0.3450 vocab_size 232626 (8.23s/14.36m) [Shuffling 33] loss 2310.6433 lr 0.3400 vocab_size 232626 (8.20s/14.35m) [Shuffling 34] loss 2294.2173 lr 0.3350 vocab_size 232626 (8.45s/14.35m) [Shuffling 35] loss 1970.9553 lr 0.3300 vocab_size 232626 (8.32s/14.34m) [Shuffling 36] loss 1899.6692 lr 0.3250 vocab_size 232626 (8.41s/14.34m) [Shuffling 37] loss 1789.0646 lr 0.3200 vocab_size 232626 (8.42s/14.34m) [Shuffling 38] loss 1920.2908 lr 0.3150 vocab_size 232626 (8.13s/14.33m) [Shuffling 39] loss 1918.5394 lr 0.3100 vocab_size 232626 (8.34s/14.33m) [Shuffling 40] loss 1854.2775 lr 0.3050 vocab_size 232626 (8.23s/14.32m) [Shuffling 41] loss 1688.3508 lr 0.3000 vocab_size 232626 (8.36s/14.32m) [Shuffling 42] loss 1997.1614 lr 0.2950 vocab_size 232626 (8.28s/14.31m) [Shuffling 43] loss 1418.3746 lr 0.2900 vocab_size 232626 (8.23s/14.31m) [Shuffling 44] loss 1742.6321 lr 0.2850 vocab_size 232626 (8.25s/14.30m) [Shuffling 45] loss 1621.6215 lr 0.2800 vocab_size 232626 (8.27s/14.30m) [Shuffling 46] loss 1618.4666 lr 0.2750 vocab_size 232626 (8.13s/14.29m) [Shuffling 47] loss 1401.7906 lr 0.2700 vocab_size 232626 (8.41s/14.29m) [Shuffling 48] loss 1562.2126 lr 0.2650 vocab_size 232626 (8.23s/14.29m) [Shuffling 49] loss 1342.0946 lr 0.2600 vocab_size 232626 (8.11s/14.28m) [Shuffling 50] loss 1516.9160 lr 0.2550 vocab_size 232626 (8.34s/14.28m) [Shuffling 51] loss 1236.3739 lr 0.2500 vocab_size 232626 (8.44s/14.28m) [Shuffling 52] loss 1332.7440 lr 0.2451 vocab_size 232626 (8.14s/14.27m) [Shuffling 53] loss 1387.0269 lr 0.2401 vocab_size 232626 (8.28s/14.27m) [Shuffling 54] loss 1288.9847 lr 0.2351 vocab_size 232626 (8.30s/14.27m) [Shuffling 55] loss 1441.0403 lr 0.2301 vocab_size 232626 (8.25s/14.26m) [Shuffling 56] loss 1305.4512 lr 0.2251 vocab_size 232626 (8.46s/14.27m) [Shuffling 57] loss 1248.9554 lr 0.2201 vocab_size 232626 (8.13s/14.26m) [Shuffling 58] loss 1291.7903 lr 0.2151 vocab_size 232626 (8.24s/14.25m) [Shuffling 59] loss 1225.2633 lr 0.2101 vocab_size 232626 (8.38s/14.26m) [Shuffling 60] loss 1115.9618 lr 0.2051 vocab_size 232626 (8.17s/14.25m) [Shuffling 61] loss 1139.3824 lr 0.2001 vocab_size 232626 (8.34s/14.25m) [Shuffling 62] loss 1075.9231 lr 0.1951 vocab_size 232626 (8.31s/14.25m) [Shuffling 63] loss 1168.0922 lr 0.1901 vocab_size 232626 (8.20s/14.24m) [Shuffling 64] loss 1200.2980 lr 0.1851 vocab_size 232626 (8.24s/14.24m) [Shuffling 65] loss 1233.5157 lr 0.1801 vocab_size 232626 (8.24s/14.24m) [Shuffling 66] loss 1028.4355 lr 0.1751 vocab_size 232626 (8.26s/14.24m) [Shuffling 67] loss 1146.3358 lr 0.1701 vocab_size 232626 (8.28s/14.23m) [Shuffling 68] loss 990.4608 lr 0.1651 vocab_size 232626 (8.29s/14.23m) [Shuffling 69] loss 1007.1672 lr 0.1601 vocab_size 232626 (8.23s/14.23m) [Shuffling 70] loss 1143.1234 lr 0.1551 vocab_size 232626 (8.33s/14.23m) [Shuffling 71] loss 993.8005 lr 0.1501 vocab_size 232626 (8.14s/14.23m) [Shuffling 72] loss 1205.1753 lr 0.1451 vocab_size 232626 (8.34s/14.23m) [Shuffling 73] loss 948.4433 lr 0.1401 vocab_size 232626 (8.36s/14.23m) [Shuffling 74] loss 934.7047 lr 0.1351 vocab_size 232626 (8.09s/14.22m) [Shuffling 75] loss 917.6138 lr 0.1301 vocab_size 232626 (8.50s/14.22m) [Shuffling 76] loss 902.3152 lr 0.1251 vocab_size 232626 (8.37s/14.22m) [Shuffling 77] loss 1192.7090 lr 0.1201 vocab_size 232626 (8.17s/14.22m) [Shuffling 78] loss 1214.7041 lr 0.1151 vocab_size 232626 (8.36s/14.22m) [Shuffling 79] loss 1132.8748 lr 0.1101 vocab_size 232626 (8.15s/14.22m) [Shuffling 80] loss 1007.5405 lr 0.1051 vocab_size 232626 (8.19s/14.21m) [Shuffling 81] loss 922.0013 lr 0.1001 vocab_size 232626 (8.25s/14.21m) [Shuffling 82] loss 812.6244 lr 0.0951 vocab_size 232626 (8.21s/14.21m) [Shuffling 83] loss 1213.4244 lr 0.0901 vocab_size 232626 (8.31s/14.21m) [Shuffling 84] loss 985.4861 lr 0.0851 vocab_size 232626 (8.27s/14.21m) [Shuffling 85] loss 885.7645 lr 0.0801 vocab_size 232626 (8.28s/14.21m) [Shuffling 86] loss 898.9067 lr 0.0751 vocab_size 232626 (8.40s/14.21m) [Shuffling 87] loss 1080.2211 lr 0.0701 vocab_size 232626 (8.20s/14.21m) [Shuffling 88] loss 1019.5193 lr 0.0651 vocab_size 232626 (8.33s/14.21m) [Shuffling 89] loss 933.1058 lr 0.0601 vocab_size 232626 (8.28s/14.21m) [Shuffling 90] loss 903.0048 lr 0.0551 vocab_size 232626 (8.12s/14.20m) [Shuffling 91] loss 1176.9581 lr 0.0501 vocab_size 232626 (8.41s/14.20m) [Shuffling 92] loss 1163.1887 lr 0.0451 vocab_size 232626 (8.15s/14.20m) [Shuffling 93] loss 937.5558 lr 0.0401 vocab_size 232626 (8.13s/14.20m) [Shuffling 94] loss 888.6543 lr 0.0351 vocab_size 232626 (8.34s/14.20m) [Shuffling 95] loss 751.2657 lr 0.0301 vocab_size 232626 (8.10s/14.19m) [Shuffling 96] loss 1017.4293 lr 0.0251 vocab_size 232626 (7.76s/14.18m) [Shuffling 97] loss 1033.1281 lr 0.0201 vocab_size 232626 (8.13s/14.18m) [Shuffling 98] loss 1168.7344 lr 0.0151 vocab_size 232626 (13.02s/14.26m) [Shuffling 99] loss 735.6400 lr 0.0101 vocab_size 232626 (8.25s/14.26m) [Shuffling 100] loss 1022.3522 lr 0.0051 vocab_size 232626 (12.63s/14.33m) [03/12/24-19:25:55] Training finished, training Time 14.33m