num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W10D-0.0250r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W10D-0.0250r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/50W10D-0.0250r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/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_Medium/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 [03/12/24-17:12:44] Start training [03/12/24-17:12:44] Building vocabulary [03/12/24-17:13:04] Vocabulary size is 232626 [Shuffling 1] loss 5496254.5000 lr 0.0250 vocab_size 232626 (8.39s/14.32m) [Shuffling 2] loss 4487691.5000 lr 0.0248 vocab_size 232626 (8.92s/14.76m) [Shuffling 3] loss 4477385.0000 lr 0.0245 vocab_size 232626 (8.83s/14.86m) [Shuffling 4] loss 4266364.0000 lr 0.0243 vocab_size 232626 (8.95s/14.96m) [Shuffling 5] loss 4168770.5000 lr 0.0240 vocab_size 232626 (9.00s/15.04m) [Shuffling 6] loss 4036214.5000 lr 0.0238 vocab_size 232626 (8.95s/15.08m) [Shuffling 7] loss 4200783.0000 lr 0.0235 vocab_size 232626 (9.01s/15.12m) [Shuffling 8] loss 3958187.7500 lr 0.0233 vocab_size 232626 (9.17s/15.18m) [Shuffling 9] loss 4139684.2500 lr 0.0230 vocab_size 232626 (8.80s/15.16m) [Shuffling 10] loss 3923070.7500 lr 0.0228 vocab_size 232626 (9.02s/15.18m) [Shuffling 11] loss 3858632.0000 lr 0.0225 vocab_size 232626 (9.04s/15.20m) [Shuffling 12] loss 3874992.7500 lr 0.0223 vocab_size 232626 (8.84s/15.19m) [Shuffling 13] loss 3904501.2500 lr 0.0220 vocab_size 232626 (8.98s/15.20m) [Shuffling 14] loss 3881857.0000 lr 0.0218 vocab_size 232626 (8.89s/15.20m) [Shuffling 15] loss 3841603.7500 lr 0.0215 vocab_size 232626 (9.00s/15.21m) [Shuffling 16] loss 3884579.2500 lr 0.0213 vocab_size 232626 (8.90s/15.21m) [Shuffling 17] loss 3881721.5000 lr 0.0210 vocab_size 232626 (8.91s/15.21m) [Shuffling 18] loss 3894542.5000 lr 0.0208 vocab_size 232626 (8.88s/15.20m) [Shuffling 19] loss 3890107.5000 lr 0.0205 vocab_size 232626 (8.82s/15.19m) [Shuffling 20] loss 3850906.7500 lr 0.0203 vocab_size 232626 (8.78s/15.18m) [Shuffling 21] loss 3955159.5000 lr 0.0200 vocab_size 232626 (8.79s/15.17m) [Shuffling 22] loss 3866560.7500 lr 0.0198 vocab_size 232626 (8.88s/15.17m) [Shuffling 23] loss 3808711.7500 lr 0.0195 vocab_size 232626 (8.88s/15.17m) [Shuffling 24] loss 3845705.0000 lr 0.0193 vocab_size 232626 (8.94s/15.17m) [Shuffling 25] loss 3699998.7500 lr 0.0190 vocab_size 232626 (9.05s/15.18m) [Shuffling 26] loss 3663927.7500 lr 0.0188 vocab_size 232626 (8.91s/15.18m) [Shuffling 27] loss 3934862.2500 lr 0.0185 vocab_size 232626 (8.91s/15.19m) [Shuffling 28] loss 3761755.7500 lr 0.0183 vocab_size 232626 (8.77s/15.18m) [Shuffling 29] loss 3893298.2500 lr 0.0180 vocab_size 232626 (8.81s/15.17m) [Shuffling 30] loss 3723863.7500 lr 0.0178 vocab_size 232626 (8.80s/15.17m) [Shuffling 31] loss 3828724.5000 lr 0.0175 vocab_size 232626 (8.80s/15.16m) [Shuffling 32] loss 3744438.2500 lr 0.0173 vocab_size 232626 (8.86s/15.16m) [Shuffling 33] loss 3764206.7500 lr 0.0170 vocab_size 232626 (8.71s/15.15m) [Shuffling 34] loss 3778546.7500 lr 0.0168 vocab_size 232626 (8.90s/15.15m) [Shuffling 35] loss 3732768.0000 lr 0.0165 vocab_size 232626 (8.95s/15.15m) [Shuffling 36] loss 3826200.0000 lr 0.0163 vocab_size 232626 (8.95s/15.16m) [Shuffling 37] loss 3829263.0000 lr 0.0160 vocab_size 232626 (8.97s/15.16m) [Shuffling 38] loss 3774120.7500 lr 0.0158 vocab_size 232626 (9.07s/15.17m) [Shuffling 39] loss 3851327.0000 lr 0.0155 vocab_size 232626 (8.76s/15.16m) [Shuffling 40] loss 3748304.7500 lr 0.0153 vocab_size 232626 (8.95s/15.17m) [Shuffling 41] loss 3712003.2500 lr 0.0150 vocab_size 232626 (8.94s/15.17m) [Shuffling 42] loss 3688698.7500 lr 0.0148 vocab_size 232626 (8.65s/15.16m) [Shuffling 43] loss 3711392.5000 lr 0.0145 vocab_size 232626 (9.04s/15.16m) [Shuffling 44] loss 3765445.5000 lr 0.0143 vocab_size 232626 (8.93s/15.17m) [Shuffling 45] loss 3713226.0000 lr 0.0140 vocab_size 232626 (8.75s/15.16m) [Shuffling 46] loss 3839085.7500 lr 0.0138 vocab_size 232626 (9.06s/15.17m) [Shuffling 47] loss 3754931.5000 lr 0.0135 vocab_size 232626 (8.83s/15.16m) [Shuffling 48] loss 3756077.0000 lr 0.0133 vocab_size 232626 (8.67s/15.16m) [Shuffling 49] loss 3827649.5000 lr 0.0130 vocab_size 232626 (8.94s/15.16m) [Shuffling 50] loss 3606995.5000 lr 0.0128 vocab_size 232626 (8.98s/15.16m) [Shuffling 51] loss 3744505.0000 lr 0.0126 vocab_size 232626 (8.91s/15.16m) [Shuffling 52] loss 3701616.5000 lr 0.0123 vocab_size 232626 (9.02s/15.17m) [Shuffling 53] loss 3745946.0000 lr 0.0121 vocab_size 232626 (8.94s/15.17m) [Shuffling 54] loss 3828488.5000 lr 0.0118 vocab_size 232626 (8.96s/15.17m) [Shuffling 55] loss 3697129.2500 lr 0.0116 vocab_size 232626 (8.89s/15.17m) [Shuffling 56] loss 3750027.5000 lr 0.0113 vocab_size 232626 (8.81s/15.17m) [Shuffling 57] loss 3667542.0000 lr 0.0111 vocab_size 232626 (8.97s/15.17m) [Shuffling 58] loss 3730336.0000 lr 0.0108 vocab_size 232626 (8.91s/15.17m) [Shuffling 59] loss 3709660.7500 lr 0.0106 vocab_size 232626 (8.83s/15.17m) [Shuffling 60] loss 3741185.0000 lr 0.0103 vocab_size 232626 (8.83s/15.17m) [Shuffling 61] loss 3752707.5000 lr 0.0101 vocab_size 232626 (8.88s/15.17m) [Shuffling 62] loss 3751815.0000 lr 0.0098 vocab_size 232626 (9.11s/15.17m) [Shuffling 63] loss 3860042.5000 lr 0.0096 vocab_size 232626 (8.86s/15.17m) [Shuffling 64] loss 3673855.2500 lr 0.0093 vocab_size 232626 (8.84s/15.17m) [Shuffling 65] loss 3739485.2500 lr 0.0091 vocab_size 232626 (8.96s/15.17m) [Shuffling 66] loss 3699325.0000 lr 0.0088 vocab_size 232626 (8.96s/15.17m) [Shuffling 67] loss 3850177.7500 lr 0.0086 vocab_size 232626 (8.75s/15.17m) [Shuffling 68] loss 3654790.2500 lr 0.0083 vocab_size 232626 (8.86s/15.17m) [Shuffling 69] loss 3626772.5000 lr 0.0081 vocab_size 232626 (8.71s/15.16m) [Shuffling 70] loss 3775456.0000 lr 0.0078 vocab_size 232626 (9.00s/15.17m) [Shuffling 71] loss 3688121.0000 lr 0.0076 vocab_size 232626 (8.96s/15.17m) [Shuffling 72] loss 3600837.2500 lr 0.0073 vocab_size 232626 (8.95s/15.17m) [Shuffling 73] loss 3789415.7500 lr 0.0071 vocab_size 232626 (8.94s/15.17m) [Shuffling 74] loss 3646566.2500 lr 0.0068 vocab_size 232626 (9.00s/15.17m) [Shuffling 75] loss 3721804.0000 lr 0.0066 vocab_size 232626 (8.94s/15.17m) [Shuffling 76] loss 3643651.2500 lr 0.0063 vocab_size 232626 (8.72s/15.17m) [Shuffling 77] loss 3669233.2500 lr 0.0061 vocab_size 232626 (8.93s/15.17m) [Shuffling 78] loss 3695873.0000 lr 0.0058 vocab_size 232626 (9.07s/15.17m) [Shuffling 79] loss 3699290.5000 lr 0.0056 vocab_size 232626 (8.91s/15.17m) [Shuffling 80] loss 3703090.5000 lr 0.0053 vocab_size 232626 (8.88s/15.17m) [Shuffling 81] loss 3743408.5000 lr 0.0051 vocab_size 232626 (8.98s/15.18m) [Shuffling 82] loss 3617721.5000 lr 0.0048 vocab_size 232626 (8.75s/15.17m) [Shuffling 83] loss 3655870.5000 lr 0.0046 vocab_size 232626 (8.88s/15.17m) [Shuffling 84] loss 3695990.7500 lr 0.0043 vocab_size 232626 (8.83s/15.17m) [Shuffling 85] loss 3688922.5000 lr 0.0041 vocab_size 232626 (8.84s/15.17m) [Shuffling 86] loss 3702210.5000 lr 0.0038 vocab_size 232626 (8.99s/15.17m) [Shuffling 87] loss 3665563.5000 lr 0.0036 vocab_size 232626 (8.70s/15.17m) [Shuffling 88] loss 3738011.2500 lr 0.0033 vocab_size 232626 (8.80s/15.17m) [Shuffling 89] loss 3727848.7500 lr 0.0031 vocab_size 232626 (9.11s/15.17m) [Shuffling 90] loss 3639322.0000 lr 0.0028 vocab_size 232626 (8.46s/15.16m) [Shuffling 91] loss 3757380.0000 lr 0.0026 vocab_size 232626 (8.66s/15.16m) [Shuffling 92] loss 3716713.7500 lr 0.0023 vocab_size 232626 (8.88s/15.16m) [Shuffling 93] loss 3718226.2500 lr 0.0021 vocab_size 232626 (8.87s/15.16m) [Shuffling 94] loss 3652432.2500 lr 0.0018 vocab_size 232626 (8.87s/15.16m) [Shuffling 95] loss 3662337.5000 lr 0.0016 vocab_size 232626 (8.95s/15.16m) [Shuffling 96] loss 3693870.5000 lr 0.0013 vocab_size 232626 (8.43s/15.15m) [Shuffling 97] loss 3696304.0000 lr 0.0011 vocab_size 232626 (8.82s/15.15m) [Shuffling 98] loss 3675156.7500 lr 0.0008 vocab_size 232626 (12.82s/15.22m) [Shuffling 99] loss 3554015.2500 lr 0.0006 vocab_size 232626 (8.89s/15.22m) [Shuffling 100] loss 3672034.7500 lr 0.0003 vocab_size 232626 (12.44s/15.27m) [03/12/24-17:28:00] Training finished, training Time 15.27m