num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.0250r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.0250r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.0250r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Large/50W10D-0.0250r/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-0.0250r', '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 [03/12/24-17:19:15] Start training [03/12/24-17:19:15] Building vocabulary [03/12/24-17:19:39] Vocabulary size is 287225 [Shuffling 1] loss 5789801.0000 lr 0.0250 vocab_size 287225 (12.13s/20.61m) [Shuffling 2] loss 4627918.5000 lr 0.0248 vocab_size 287225 (12.49s/20.92m) [Shuffling 3] loss 4642013.5000 lr 0.0245 vocab_size 287225 (12.34s/20.93m) [Shuffling 4] loss 4366831.5000 lr 0.0243 vocab_size 287225 (12.55s/21.03m) [Shuffling 5] loss 4295967.5000 lr 0.0240 vocab_size 287225 (12.64s/21.12m) [Shuffling 6] loss 4265191.5000 lr 0.0238 vocab_size 287225 (12.39s/21.11m) [Shuffling 7] loss 4158140.0000 lr 0.0235 vocab_size 287225 (12.45s/21.11m) [Shuffling 8] loss 3995849.0000 lr 0.0233 vocab_size 287225 (12.43s/21.11m) [Shuffling 9] loss 4066419.7500 lr 0.0230 vocab_size 287225 (12.61s/21.15m) [Shuffling 10] loss 3924163.2500 lr 0.0228 vocab_size 287225 (12.70s/21.19m) [Shuffling 11] loss 4096333.5000 lr 0.0225 vocab_size 287225 (12.32s/21.17m) [Shuffling 12] loss 3869765.0000 lr 0.0223 vocab_size 287225 (12.52s/21.17m) [Shuffling 13] loss 3933202.2500 lr 0.0220 vocab_size 287225 (12.37s/21.16m) [Shuffling 14] loss 3850367.2500 lr 0.0218 vocab_size 287225 (12.43s/21.16m) [Shuffling 15] loss 4074104.2500 lr 0.0215 vocab_size 287225 (12.26s/21.14m) [Shuffling 16] loss 3872276.2500 lr 0.0213 vocab_size 287225 (12.49s/21.14m) [Shuffling 17] loss 3808639.5000 lr 0.0210 vocab_size 287225 (12.43s/21.14m) [Shuffling 18] loss 3884766.7500 lr 0.0208 vocab_size 287225 (12.42s/21.14m) [Shuffling 19] loss 3980063.2500 lr 0.0205 vocab_size 287225 (12.26s/21.12m) [Shuffling 20] loss 3872080.7500 lr 0.0203 vocab_size 287225 (12.33s/21.11m) [Shuffling 21] loss 3804683.2500 lr 0.0200 vocab_size 287225 (12.32s/21.10m) [Shuffling 22] loss 3820810.7500 lr 0.0198 vocab_size 287225 (12.26s/21.09m) [Shuffling 23] loss 3858702.7500 lr 0.0195 vocab_size 287225 (12.27s/21.08m) [Shuffling 24] loss 3806068.0000 lr 0.0193 vocab_size 287225 (12.35s/21.08m) [Shuffling 25] loss 3776804.2500 lr 0.0190 vocab_size 287225 (12.62s/21.09m) [Shuffling 26] loss 3725847.2500 lr 0.0188 vocab_size 287225 (12.52s/21.10m) [Shuffling 27] loss 3708469.7500 lr 0.0185 vocab_size 287225 (12.55s/21.11m) [Shuffling 28] loss 3792164.0000 lr 0.0183 vocab_size 287225 (12.24s/21.10m) [Shuffling 29] loss 3771166.7500 lr 0.0180 vocab_size 287225 (12.31s/21.09m) [Shuffling 30] loss 3920090.7500 lr 0.0178 vocab_size 287225 (12.39s/21.09m) [Shuffling 31] loss 3756288.2500 lr 0.0175 vocab_size 287225 (12.39s/21.09m) [Shuffling 32] loss 3708574.0000 lr 0.0173 vocab_size 287225 (12.32s/21.08m) [Shuffling 33] loss 3694083.0000 lr 0.0170 vocab_size 287225 (12.44s/21.08m) [Shuffling 34] loss 3741802.7500 lr 0.0168 vocab_size 287225 (12.45s/21.09m) [Shuffling 35] loss 3745022.2500 lr 0.0165 vocab_size 287225 (12.21s/21.08m) [Shuffling 36] loss 3768435.2500 lr 0.0163 vocab_size 287225 (12.40s/21.08m) [Shuffling 37] loss 3776150.0000 lr 0.0160 vocab_size 287225 (12.51s/21.08m) [Shuffling 38] loss 3704391.5000 lr 0.0158 vocab_size 287225 (12.35s/21.08m) [Shuffling 39] loss 3640569.7500 lr 0.0155 vocab_size 287225 (12.48s/21.08m) [Shuffling 40] loss 3867813.7500 lr 0.0153 vocab_size 287225 (12.34s/21.08m) [Shuffling 41] loss 3810111.5000 lr 0.0150 vocab_size 287225 (12.39s/21.08m) [Shuffling 42] loss 3559207.2500 lr 0.0148 vocab_size 287225 (12.65s/21.09m) [Shuffling 43] loss 3791347.0000 lr 0.0145 vocab_size 287225 (12.34s/21.08m) [Shuffling 44] loss 3613197.5000 lr 0.0143 vocab_size 287225 (12.40s/21.08m) [Shuffling 45] loss 3729732.2500 lr 0.0140 vocab_size 287225 (12.40s/21.08m) [Shuffling 46] loss 3790713.5000 lr 0.0138 vocab_size 287225 (12.33s/21.08m) [Shuffling 47] loss 3816877.2500 lr 0.0135 vocab_size 287225 (12.47s/21.08m) [Shuffling 48] loss 3851974.2500 lr 0.0133 vocab_size 287225 (12.52s/21.09m) [Shuffling 49] loss 3790937.7500 lr 0.0130 vocab_size 287225 (12.56s/21.09m) [Shuffling 50] loss 3859201.2500 lr 0.0128 vocab_size 287225 (12.44s/21.09m) [Shuffling 51] loss 3728811.5000 lr 0.0126 vocab_size 287225 (12.43s/21.09m) [Shuffling 52] loss 3796570.0000 lr 0.0123 vocab_size 287225 (12.55s/21.10m) [Shuffling 53] loss 3855272.0000 lr 0.0121 vocab_size 287225 (12.38s/21.10m) [Shuffling 54] loss 3695557.2500 lr 0.0118 vocab_size 287225 (12.44s/21.10m) [Shuffling 55] loss 3677080.5000 lr 0.0116 vocab_size 287225 (12.29s/21.09m) [Shuffling 56] loss 3640139.0000 lr 0.0113 vocab_size 287225 (12.48s/21.09m) [Shuffling 57] loss 3683076.0000 lr 0.0111 vocab_size 287225 (12.47s/21.10m) [Shuffling 58] loss 3619181.2500 lr 0.0108 vocab_size 287225 (12.21s/21.09m) [Shuffling 59] loss 3722487.7500 lr 0.0106 vocab_size 287225 (12.43s/21.09m) [Shuffling 60] loss 3583267.2500 lr 0.0103 vocab_size 287225 (12.49s/21.09m) [Shuffling 61] loss 3739828.0000 lr 0.0101 vocab_size 287225 (12.40s/21.09m) [Shuffling 62] loss 3733946.2500 lr 0.0098 vocab_size 287225 (12.37s/21.09m) [Shuffling 63] loss 3663267.0000 lr 0.0096 vocab_size 287225 (12.56s/21.10m) [Shuffling 64] loss 3605839.2500 lr 0.0093 vocab_size 287225 (12.38s/21.09m) [Shuffling 65] loss 3547250.0000 lr 0.0091 vocab_size 287225 (12.61s/21.10m) [Shuffling 66] loss 3777891.2500 lr 0.0088 vocab_size 287225 (12.41s/21.10m) [Shuffling 67] loss 3755598.0000 lr 0.0086 vocab_size 287225 (12.32s/21.10m) [Shuffling 68] loss 3700693.7500 lr 0.0083 vocab_size 287225 (12.46s/21.10m) [Shuffling 69] loss 3788133.5000 lr 0.0081 vocab_size 287225 (12.50s/21.10m) [Shuffling 70] loss 3740083.5000 lr 0.0078 vocab_size 287225 (12.31s/21.10m) [Shuffling 71] loss 3670672.2500 lr 0.0076 vocab_size 287225 (12.28s/21.09m) [Shuffling 72] loss 3791214.5000 lr 0.0073 vocab_size 287225 (12.53s/21.10m) [Shuffling 73] loss 3615603.2500 lr 0.0071 vocab_size 287225 (12.44s/21.10m) [Shuffling 74] loss 3600402.5000 lr 0.0068 vocab_size 287225 (12.25s/21.09m) [Shuffling 75] loss 3616372.2500 lr 0.0066 vocab_size 287225 (12.44s/21.09m) [Shuffling 76] loss 3643568.7500 lr 0.0063 vocab_size 287225 (12.29s/21.09m) [Shuffling 77] loss 3708951.7500 lr 0.0061 vocab_size 287225 (12.21s/21.09m) [Shuffling 78] loss 3785817.5000 lr 0.0058 vocab_size 287225 (12.27s/21.08m) [Shuffling 79] loss 3586302.0000 lr 0.0056 vocab_size 287225 (12.36s/21.08m) [Shuffling 80] loss 3603292.5000 lr 0.0053 vocab_size 287225 (12.34s/21.08m) [Shuffling 81] loss 3757108.2500 lr 0.0051 vocab_size 287225 (12.38s/21.08m) [Shuffling 82] loss 3635948.5000 lr 0.0048 vocab_size 287225 (12.30s/21.08m) [Shuffling 83] loss 3553204.0000 lr 0.0046 vocab_size 287225 (12.56s/21.08m) [Shuffling 84] loss 3680094.2500 lr 0.0043 vocab_size 287225 (12.54s/21.08m) [Shuffling 85] loss 3592770.0000 lr 0.0041 vocab_size 287225 (12.59s/21.09m) [Shuffling 86] loss 3780227.5000 lr 0.0038 vocab_size 287225 (12.49s/21.09m) [Shuffling 87] loss 3625506.5000 lr 0.0036 vocab_size 287225 (12.47s/21.09m) [Shuffling 88] loss 3598783.0000 lr 0.0033 vocab_size 287225 (12.34s/21.09m) [Shuffling 89] loss 3591065.5000 lr 0.0031 vocab_size 287225 (12.33s/21.09m) [Shuffling 90] loss 3489549.5000 lr 0.0028 vocab_size 287225 (12.63s/21.09m) [Shuffling 91] loss 3580734.2500 lr 0.0026 vocab_size 287225 (12.35s/21.09m) [Shuffling 92] loss 3627498.0000 lr 0.0023 vocab_size 287225 (12.43s/21.09m) [Shuffling 93] loss 3794820.0000 lr 0.0021 vocab_size 287225 (12.36s/21.09m) [Shuffling 94] loss 3680922.5000 lr 0.0018 vocab_size 287225 (12.53s/21.09m) [Shuffling 95] loss 3462668.5000 lr 0.0016 vocab_size 287225 (12.49s/21.09m) [Shuffling 96] loss 3549684.5000 lr 0.0013 vocab_size 287225 (12.36s/21.09m) [Shuffling 97] loss 3443731.2500 lr 0.0011 vocab_size 287225 (12.27s/21.09m) [Shuffling 98] loss 3562844.7500 lr 0.0008 vocab_size 287225 (12.33s/21.09m) [Shuffling 99] loss 3630773.2500 lr 0.0006 vocab_size 287225 (13.54s/21.11m) [Shuffling 100] loss 3555463.2500 lr 0.0003 vocab_size 287225 (25.55s/21.33m) [03/12/24-17:40:35] Training finished, training Time 21.33m