num_sent_processes: 4 [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W10D-0.5000r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W10D-0.5000r/shuffled_datasets [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/5W10D-0.5000r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/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_Large/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 [03/12/24-19:58:57] Start training [03/12/24-19:58:57] Building vocabulary [03/12/24-19:59:47] Vocabulary size is 287225 [Shuffling 1] loss 3869902.7500 lr 0.5000 vocab_size 287225 (13.34s/23.08m) [Shuffling 2] loss 176189.7500 lr 0.4950 vocab_size 287225 (13.75s/23.45m) [Shuffling 3] loss 74965.5469 lr 0.4900 vocab_size 287225 (13.52s/23.43m) [Shuffling 4] loss 39399.9961 lr 0.4850 vocab_size 287225 (13.55s/23.44m) [Shuffling 5] loss 27647.5918 lr 0.4800 vocab_size 287225 (13.89s/23.56m) [Shuffling 6] loss 20936.3223 lr 0.4750 vocab_size 287225 (13.75s/23.60m) [Shuffling 7] loss 17992.0332 lr 0.4700 vocab_size 287225 (13.58s/23.59m) [Shuffling 8] loss 14467.7402 lr 0.4650 vocab_size 287225 (13.48s/23.56m) [Shuffling 9] loss 11903.0381 lr 0.4600 vocab_size 287225 (13.74s/23.58m) [Shuffling 10] loss 10160.7266 lr 0.4550 vocab_size 287225 (13.96s/23.64m) [Shuffling 11] loss 9608.2832 lr 0.4500 vocab_size 287225 (13.70s/23.65m) [Shuffling 12] loss 8272.3369 lr 0.4450 vocab_size 287225 (13.72s/23.65m) [Shuffling 13] loss 7780.7012 lr 0.4400 vocab_size 287225 (13.80s/23.67m) [Shuffling 14] loss 7275.4043 lr 0.4350 vocab_size 287225 (13.70s/23.67m) [Shuffling 15] loss 6103.9780 lr 0.4300 vocab_size 287225 (13.67s/23.67m) [Shuffling 16] loss 6669.6787 lr 0.4250 vocab_size 287225 (13.63s/23.67m) [Shuffling 17] loss 5473.3413 lr 0.4200 vocab_size 287225 (13.75s/23.68m) [Shuffling 18] loss 5408.6665 lr 0.4150 vocab_size 287225 (13.93s/23.70m) [Shuffling 19] loss 4544.8809 lr 0.4100 vocab_size 287225 (13.80s/23.71m) [Shuffling 20] loss 5144.3247 lr 0.4050 vocab_size 287225 (13.62s/23.70m) [Shuffling 21] loss 4605.1138 lr 0.4000 vocab_size 287225 (13.67s/23.70m) [Shuffling 22] loss 4707.5776 lr 0.3950 vocab_size 287225 (13.40s/23.68m) [Shuffling 23] loss 4437.0059 lr 0.3900 vocab_size 287225 (13.84s/23.69m) [Shuffling 24] loss 4194.5898 lr 0.3850 vocab_size 287225 (13.75s/23.69m) [Shuffling 25] loss 3654.4998 lr 0.3800 vocab_size 287225 (13.88s/23.71m) [Shuffling 26] loss 4046.6194 lr 0.3750 vocab_size 287225 (13.56s/23.70m) [Shuffling 27] loss 3933.0955 lr 0.3700 vocab_size 287225 (13.77s/23.70m) [Shuffling 28] loss 3329.2312 lr 0.3650 vocab_size 287225 (13.83s/23.71m) [Shuffling 29] loss 3007.2009 lr 0.3600 vocab_size 287225 (13.78s/23.72m) [Shuffling 30] loss 3262.4001 lr 0.3550 vocab_size 287225 (13.62s/23.71m) [Shuffling 31] loss 3073.4329 lr 0.3500 vocab_size 287225 (13.43s/23.70m) [Shuffling 32] loss 2711.7656 lr 0.3450 vocab_size 287225 (13.53s/23.69m) [Shuffling 33] loss 3069.6841 lr 0.3400 vocab_size 287225 (13.65s/23.69m) [Shuffling 34] loss 2307.5051 lr 0.3350 vocab_size 287225 (13.78s/23.69m) [Shuffling 35] loss 2932.6021 lr 0.3300 vocab_size 287225 (13.47s/23.68m) [Shuffling 36] loss 3317.6335 lr 0.3250 vocab_size 287225 (13.59s/23.68m) [Shuffling 37] loss 2878.7268 lr 0.3200 vocab_size 287225 (13.42s/23.67m) [Shuffling 38] loss 2580.3655 lr 0.3150 vocab_size 287225 (13.30s/23.65m) [Shuffling 39] loss 3295.1372 lr 0.3100 vocab_size 287225 (13.51s/23.64m) [Shuffling 40] loss 3427.5059 lr 0.3050 vocab_size 287225 (13.77s/23.65m) [Shuffling 41] loss 3075.5330 lr 0.3000 vocab_size 287225 (13.49s/23.64m) [Shuffling 42] loss 3250.6914 lr 0.2950 vocab_size 287225 (13.48s/23.64m) [Shuffling 43] loss 2718.8821 lr 0.2900 vocab_size 287225 (13.62s/23.63m) [Shuffling 44] loss 3793.0825 lr 0.2850 vocab_size 287225 (13.43s/23.63m) [Shuffling 45] loss 3562.5962 lr 0.2800 vocab_size 287225 (13.59s/23.62m) [Shuffling 46] loss 4134.3018 lr 0.2750 vocab_size 287225 (13.47s/23.62m) [Shuffling 47] loss 3837.9656 lr 0.2700 vocab_size 287225 (13.42s/23.61m) [Shuffling 48] loss 4487.0210 lr 0.2650 vocab_size 287225 (13.67s/23.61m) [Shuffling 49] loss 3753.0557 lr 0.2600 vocab_size 287225 (13.48s/23.61m) [Shuffling 50] loss 4019.0581 lr 0.2550 vocab_size 287225 (13.34s/23.60m) [Shuffling 51] loss 4359.0415 lr 0.2500 vocab_size 287225 (13.52s/23.59m) [Shuffling 52] loss 5146.6206 lr 0.2451 vocab_size 287225 (13.78s/23.60m) [Shuffling 53] loss 4969.9858 lr 0.2401 vocab_size 287225 (13.49s/23.59m) [Shuffling 54] loss 5257.4878 lr 0.2351 vocab_size 287225 (13.65s/23.59m) [Shuffling 55] loss 4669.4712 lr 0.2301 vocab_size 287225 (13.69s/23.60m) [Shuffling 56] loss 4700.7271 lr 0.2251 vocab_size 287225 (13.76s/23.60m) [Shuffling 57] loss 4274.0361 lr 0.2201 vocab_size 287225 (13.74s/23.60m) [Shuffling 58] loss 5361.2427 lr 0.2151 vocab_size 287225 (13.46s/23.60m) [Shuffling 59] loss 5795.6650 lr 0.2101 vocab_size 287225 (13.41s/23.59m) [Shuffling 60] loss 4566.0864 lr 0.2051 vocab_size 287225 (13.75s/23.59m) [Shuffling 61] loss 5241.0117 lr 0.2001 vocab_size 287225 (13.54s/23.59m) [Shuffling 62] loss 5201.6357 lr 0.1951 vocab_size 287225 (13.46s/23.59m) [Shuffling 63] loss 3849.0991 lr 0.1901 vocab_size 287225 (13.44s/23.58m) [Shuffling 64] loss 7011.5156 lr 0.1851 vocab_size 287225 (13.63s/23.58m) [Shuffling 65] loss 4247.9326 lr 0.1801 vocab_size 287225 (13.51s/23.58m) [Shuffling 66] loss 3337.3967 lr 0.1751 vocab_size 287225 (13.50s/23.58m) [Shuffling 67] loss 4507.8975 lr 0.1701 vocab_size 287225 (13.51s/23.58m) [Shuffling 68] loss 3579.8782 lr 0.1651 vocab_size 287225 (13.67s/23.58m) [Shuffling 69] loss 6355.5879 lr 0.1601 vocab_size 287225 (13.48s/23.57m) [Shuffling 70] loss 4057.4106 lr 0.1551 vocab_size 287225 (13.41s/23.57m) [Shuffling 71] loss 3780.4360 lr 0.1501 vocab_size 287225 (13.54s/23.57m) [Shuffling 72] loss 4048.2124 lr 0.1451 vocab_size 287225 (13.74s/23.57m) [Shuffling 73] loss 4412.4512 lr 0.1401 vocab_size 287225 (13.70s/23.57m) [Shuffling 74] loss 4753.0020 lr 0.1351 vocab_size 287225 (13.53s/23.57m) [Shuffling 75] loss 4820.5693 lr 0.1301 vocab_size 287225 (13.41s/23.56m) [Shuffling 76] loss 3664.9585 lr 0.1251 vocab_size 287225 (13.49s/23.56m) [Shuffling 77] loss 3900.6726 lr 0.1201 vocab_size 287225 (13.56s/23.56m) [Shuffling 78] loss 3774.9500 lr 0.1151 vocab_size 287225 (13.59s/23.56m) [Shuffling 79] loss 3520.2183 lr 0.1101 vocab_size 287225 (13.45s/23.56m) [Shuffling 80] loss 4184.0396 lr 0.1051 vocab_size 287225 (13.56s/23.56m) [Shuffling 81] loss 3101.7468 lr 0.1001 vocab_size 287225 (13.80s/23.56m) [Shuffling 82] loss 4036.7314 lr 0.0951 vocab_size 287225 (13.55s/23.56m) [Shuffling 83] loss 3478.0105 lr 0.0901 vocab_size 287225 (13.43s/23.56m) [Shuffling 84] loss 3222.2383 lr 0.0851 vocab_size 287225 (13.66s/23.56m) [Shuffling 85] loss 3570.7710 lr 0.0801 vocab_size 287225 (13.89s/23.56m) [Shuffling 86] loss 3436.4924 lr 0.0751 vocab_size 287225 (13.59s/23.56m) [Shuffling 87] loss 2606.2041 lr 0.0701 vocab_size 287225 (13.60s/23.56m) [Shuffling 88] loss 3028.6663 lr 0.0651 vocab_size 287225 (13.48s/23.56m) [Shuffling 89] loss 3130.4851 lr 0.0601 vocab_size 287225 (13.66s/23.56m) [Shuffling 90] loss 2589.1233 lr 0.0551 vocab_size 287225 (13.52s/23.56m) [Shuffling 91] loss 2906.6147 lr 0.0501 vocab_size 287225 (13.49s/23.56m) [Shuffling 92] loss 3214.0562 lr 0.0451 vocab_size 287225 (13.31s/23.55m) [Shuffling 93] loss 3177.0181 lr 0.0401 vocab_size 287225 (13.81s/23.56m) [Shuffling 94] loss 2757.9236 lr 0.0351 vocab_size 287225 (13.70s/23.56m) [Shuffling 95] loss 2564.2466 lr 0.0301 vocab_size 287225 (13.52s/23.56m) [Shuffling 96] loss 2635.8542 lr 0.0251 vocab_size 287225 (13.62s/23.56m) [Shuffling 97] loss 2612.0945 lr 0.0201 vocab_size 287225 (13.90s/23.56m) [Shuffling 98] loss 2728.8843 lr 0.0151 vocab_size 287225 (13.74s/23.56m) [Shuffling 99] loss 2690.2419 lr 0.0101 vocab_size 287225 (13.76s/23.57m) [Shuffling 100] loss 2983.0481 lr 0.0051 vocab_size 287225 (13.76s/23.57m) [03/12/24-20:22:31] Training finished, training Time 23.57m