num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.0250r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.0250r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.0250r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-0.0250r/shuffled_datasets {'num_shuffle': 100, 'embed_dim': 100, 'context_len': 50, 'nworkers': 6, 'save_freq': -1, 'save_dir': '/scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W100D-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 [03/12/24-18:03:59] Start training [03/12/24-18:03:59] Building vocabulary [03/12/24-18:04:22] Vocabulary size is 287225 [Shuffling 1] loss 5997556.0000 lr 0.0250 vocab_size 287225 (13.50s/22.88m) [Shuffling 2] loss 4627453.0000 lr 0.0248 vocab_size 287225 (13.68s/23.04m) [Shuffling 3] loss 4522707.0000 lr 0.0245 vocab_size 287225 (13.75s/23.13m) [Shuffling 4] loss 4335043.0000 lr 0.0243 vocab_size 287225 (13.48s/23.07m) [Shuffling 5] loss 4299998.0000 lr 0.0240 vocab_size 287225 (13.47s/23.02m) [Shuffling 6] loss 4136946.0000 lr 0.0238 vocab_size 287225 (13.55s/23.01m) [Shuffling 7] loss 4245531.0000 lr 0.0235 vocab_size 287225 (13.19s/22.92m) [Shuffling 8] loss 4118590.2500 lr 0.0233 vocab_size 287225 (13.57s/22.93m) [Shuffling 9] loss 4026309.0000 lr 0.0230 vocab_size 287225 (13.46s/22.92m) [Shuffling 10] loss 4044502.2500 lr 0.0228 vocab_size 287225 (13.34s/22.90m) [Shuffling 11] loss 3963445.7500 lr 0.0225 vocab_size 287225 (13.54s/22.90m) [Shuffling 12] loss 3927127.5000 lr 0.0223 vocab_size 287225 (13.69s/22.93m) [Shuffling 13] loss 3990992.2500 lr 0.0220 vocab_size 287225 (13.12s/22.88m) [Shuffling 14] loss 3899178.2500 lr 0.0218 vocab_size 287225 (13.60s/22.89m) [Shuffling 15] loss 3966623.7500 lr 0.0215 vocab_size 287225 (13.04s/22.84m) [Shuffling 16] loss 3893643.0000 lr 0.0213 vocab_size 287225 (13.66s/22.86m) [Shuffling 17] loss 3928330.7500 lr 0.0210 vocab_size 287225 (13.13s/22.82m) [Shuffling 18] loss 3876349.0000 lr 0.0208 vocab_size 287225 (13.61s/22.84m) [Shuffling 19] loss 3926968.5000 lr 0.0205 vocab_size 287225 (13.20s/22.82m) [Shuffling 20] loss 3811024.7500 lr 0.0203 vocab_size 287225 (13.38s/22.81m) [Shuffling 21] loss 3715754.7500 lr 0.0200 vocab_size 287225 (13.75s/22.83m) [Shuffling 22] loss 3782876.2500 lr 0.0198 vocab_size 287225 (13.09s/22.81m) [Shuffling 23] loss 3878249.0000 lr 0.0195 vocab_size 287225 (13.18s/22.79m) [Shuffling 24] loss 3713045.7500 lr 0.0193 vocab_size 287225 (13.77s/22.81m) [Shuffling 25] loss 3747557.0000 lr 0.0190 vocab_size 287225 (13.31s/22.80m) [Shuffling 26] loss 3756300.2500 lr 0.0188 vocab_size 287225 (13.22s/22.79m) [Shuffling 27] loss 3839803.5000 lr 0.0185 vocab_size 287225 (13.30s/22.78m) [Shuffling 28] loss 3706084.5000 lr 0.0183 vocab_size 287225 (13.56s/22.79m) [Shuffling 29] loss 3743326.0000 lr 0.0180 vocab_size 287225 (13.36s/22.78m) [Shuffling 30] loss 3852509.2500 lr 0.0178 vocab_size 287225 (13.20s/22.77m) [Shuffling 31] loss 3666391.5000 lr 0.0175 vocab_size 287225 (13.46s/22.77m) [Shuffling 32] loss 3725179.0000 lr 0.0173 vocab_size 287225 (13.37s/22.77m) [Shuffling 33] loss 3715334.7500 lr 0.0170 vocab_size 287225 (13.27s/22.76m) [Shuffling 34] loss 3645724.7500 lr 0.0168 vocab_size 287225 (13.89s/22.78m) [Shuffling 35] loss 3626356.2500 lr 0.0165 vocab_size 287225 (13.69s/22.80m) [Shuffling 36] loss 3750179.5000 lr 0.0163 vocab_size 287225 (13.34s/22.79m) [Shuffling 37] loss 3721482.7500 lr 0.0160 vocab_size 287225 (13.40s/22.79m) [Shuffling 38] loss 3730176.7500 lr 0.0158 vocab_size 287225 (13.28s/22.78m) [Shuffling 39] loss 3689471.5000 lr 0.0155 vocab_size 287225 (13.31s/22.78m) [Shuffling 40] loss 3727854.0000 lr 0.0153 vocab_size 287225 (13.30s/22.77m) [Shuffling 41] loss 3716734.5000 lr 0.0150 vocab_size 287225 (13.29s/22.77m) [Shuffling 42] loss 3756132.7500 lr 0.0148 vocab_size 287225 (13.26s/22.76m) [Shuffling 43] loss 3623951.0000 lr 0.0145 vocab_size 287225 (13.66s/22.77m) [Shuffling 44] loss 3578889.7500 lr 0.0143 vocab_size 287225 (13.62s/22.78m) [Shuffling 45] loss 3701134.5000 lr 0.0140 vocab_size 287225 (13.12s/22.77m) [Shuffling 46] loss 3611278.5000 lr 0.0138 vocab_size 287225 (13.24s/22.76m) [Shuffling 47] loss 3624605.5000 lr 0.0135 vocab_size 287225 (13.16s/22.75m) [Shuffling 48] loss 3683404.7500 lr 0.0133 vocab_size 287225 (13.34s/22.75m) [Shuffling 49] loss 3572693.0000 lr 0.0130 vocab_size 287225 (13.70s/22.76m) [Shuffling 50] loss 3605038.2500 lr 0.0128 vocab_size 287225 (13.48s/22.76m) [Shuffling 51] loss 3672670.5000 lr 0.0126 vocab_size 287225 (13.25s/22.75m) [Shuffling 52] loss 3606171.0000 lr 0.0123 vocab_size 287225 (13.41s/22.75m) [Shuffling 53] loss 3619415.7500 lr 0.0121 vocab_size 287225 (12.87s/22.74m) [Shuffling 54] loss 3725145.5000 lr 0.0118 vocab_size 287225 (13.32s/22.73m) [Shuffling 55] loss 3575472.5000 lr 0.0116 vocab_size 287225 (13.26s/22.73m) [Shuffling 56] loss 3610685.5000 lr 0.0113 vocab_size 287225 (13.13s/22.72m) [Shuffling 57] loss 3519455.0000 lr 0.0111 vocab_size 287225 (13.40s/22.72m) [Shuffling 58] loss 3606948.2500 lr 0.0108 vocab_size 287225 (13.18s/22.72m) [Shuffling 59] loss 3563451.5000 lr 0.0106 vocab_size 287225 (13.26s/22.71m) [Shuffling 60] loss 3615228.5000 lr 0.0103 vocab_size 287225 (13.20s/22.71m) [Shuffling 61] loss 3557555.5000 lr 0.0101 vocab_size 287225 (13.16s/22.70m) [Shuffling 62] loss 3633341.5000 lr 0.0098 vocab_size 287225 (13.04s/22.69m) [Shuffling 63] loss 3560063.2500 lr 0.0096 vocab_size 287225 (13.15s/22.68m) [Shuffling 64] loss 3666793.2500 lr 0.0093 vocab_size 287225 (13.22s/22.68m) [Shuffling 65] loss 3542967.5000 lr 0.0091 vocab_size 287225 (13.22s/22.68m) [Shuffling 66] loss 3473701.5000 lr 0.0088 vocab_size 287225 (13.75s/22.69m) [Shuffling 67] loss 3558270.2500 lr 0.0086 vocab_size 287225 (13.12s/22.68m) [Shuffling 68] loss 3453462.2500 lr 0.0083 vocab_size 287225 (13.51s/22.68m) [Shuffling 69] loss 3505061.0000 lr 0.0081 vocab_size 287225 (13.44s/22.69m) [Shuffling 70] loss 3520282.5000 lr 0.0078 vocab_size 287225 (13.12s/22.68m) [Shuffling 71] loss 3656836.0000 lr 0.0076 vocab_size 287225 (13.20s/22.68m) [Shuffling 72] loss 3636551.5000 lr 0.0073 vocab_size 287225 (13.25s/22.67m) [Shuffling 73] loss 3607811.2500 lr 0.0071 vocab_size 287225 (12.98s/22.66m) [Shuffling 74] loss 3558723.2500 lr 0.0068 vocab_size 287225 (13.34s/22.66m) [Shuffling 75] loss 3460544.0000 lr 0.0066 vocab_size 287225 (13.34s/22.66m) [Shuffling 76] loss 3534600.2500 lr 0.0063 vocab_size 287225 (13.24s/22.66m) [Shuffling 77] loss 3588580.0000 lr 0.0061 vocab_size 287225 (13.25s/22.66m) [Shuffling 78] loss 3701971.0000 lr 0.0058 vocab_size 287225 (13.22s/22.65m) [Shuffling 79] loss 3446093.7500 lr 0.0056 vocab_size 287225 (13.61s/22.66m) [Shuffling 80] loss 3596347.5000 lr 0.0053 vocab_size 287225 (13.36s/22.66m) [Shuffling 81] loss 3431610.7500 lr 0.0051 vocab_size 287225 (13.56s/22.66m) [Shuffling 82] loss 3531328.0000 lr 0.0048 vocab_size 287225 (13.07s/22.66m) [Shuffling 83] loss 3482709.2500 lr 0.0046 vocab_size 287225 (13.16s/22.66m) [Shuffling 84] loss 3558838.5000 lr 0.0043 vocab_size 287225 (13.08s/22.65m) [Shuffling 85] loss 3456708.7500 lr 0.0041 vocab_size 287225 (13.15s/22.65m) [Shuffling 86] loss 3469099.2500 lr 0.0038 vocab_size 287225 (13.11s/22.64m) [Shuffling 87] loss 3485996.0000 lr 0.0036 vocab_size 287225 (13.26s/22.64m) [Shuffling 88] loss 3504889.2500 lr 0.0033 vocab_size 287225 (13.07s/22.63m) [Shuffling 89] loss 3574833.2500 lr 0.0031 vocab_size 287225 (13.14s/22.63m) [Shuffling 90] loss 3467844.0000 lr 0.0028 vocab_size 287225 (13.61s/22.64m) [Shuffling 91] loss 3588027.7500 lr 0.0026 vocab_size 287225 (13.31s/22.63m) [Shuffling 92] loss 3545918.2500 lr 0.0023 vocab_size 287225 (13.03s/22.63m) [Shuffling 93] loss 3583751.5000 lr 0.0021 vocab_size 287225 (13.10s/22.62m) [Shuffling 94] loss 3596075.7500 lr 0.0018 vocab_size 287225 (13.22s/22.62m) [Shuffling 95] loss 3572667.0000 lr 0.0016 vocab_size 287225 (13.23s/22.62m) [Shuffling 96] loss 3534593.5000 lr 0.0013 vocab_size 287225 (13.13s/22.62m) [Shuffling 97] loss 3473865.5000 lr 0.0011 vocab_size 287225 (13.23s/22.62m) [Shuffling 98] loss 3406868.7500 lr 0.0008 vocab_size 287225 (26.37s/22.84m) [Shuffling 99] loss 3433567.0000 lr 0.0006 vocab_size 287225 (26.19s/23.05m) [Shuffling 100] loss 3512884.0000 lr 0.0003 vocab_size 287225 (26.39s/23.27m) [03/12/24-18:27:14] Training finished, training Time 23.27m