num_sent_processes: 4 [0] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/5W10D-0.0250r/shuffled_datasets [1] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/5W10D-0.0250r/shuffled_datasets [2] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/5W10D-0.0250r/shuffled_datasets [3] Creating shuffled datasets in /scratch/gz5hp/tfbs_region2vec_models/expr_universe_Medium/5W10D-0.0250r/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-0.0250r', '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 [03/12/24-16:58:13] Start training [03/12/24-16:58:13] Building vocabulary [03/12/24-16:58:32] Vocabulary size is 232626 [Shuffling 1] loss 7488287.0000 lr 0.0250 vocab_size 232626 (7.93s/13.55m) [Shuffling 2] loss 5536087.0000 lr 0.0248 vocab_size 232626 (8.35s/13.89m) [Shuffling 3] loss 5223855.5000 lr 0.0245 vocab_size 232626 (8.44s/14.06m) [Shuffling 4] loss 5126892.5000 lr 0.0243 vocab_size 232626 (8.30s/14.09m) [Shuffling 5] loss 4947216.5000 lr 0.0240 vocab_size 232626 (8.34s/14.11m) [Shuffling 6] loss 4710267.5000 lr 0.0238 vocab_size 232626 (8.47s/14.17m) [Shuffling 7] loss 4897564.0000 lr 0.0235 vocab_size 232626 (8.25s/14.15m) [Shuffling 8] loss 4638463.0000 lr 0.0233 vocab_size 232626 (8.46s/14.19m) [Shuffling 9] loss 4495548.5000 lr 0.0230 vocab_size 232626 (8.44s/14.21m) [Shuffling 10] loss 4601474.5000 lr 0.0228 vocab_size 232626 (8.24s/14.20m) [Shuffling 11] loss 4496082.0000 lr 0.0225 vocab_size 232626 (8.39s/14.21m) [Shuffling 12] loss 4411381.5000 lr 0.0223 vocab_size 232626 (8.37s/14.21m) [Shuffling 13] loss 4812990.0000 lr 0.0220 vocab_size 232626 (8.27s/14.21m) [Shuffling 14] loss 4737635.0000 lr 0.0218 vocab_size 232626 (8.25s/14.20m) [Shuffling 15] loss 4591874.5000 lr 0.0215 vocab_size 232626 (8.29s/14.19m) [Shuffling 16] loss 4624359.0000 lr 0.0213 vocab_size 232626 (8.12s/14.17m) [Shuffling 17] loss 4786525.0000 lr 0.0210 vocab_size 232626 (8.30s/14.17m) [Shuffling 18] loss 4487012.0000 lr 0.0208 vocab_size 232626 (8.24s/14.17m) [Shuffling 19] loss 4502046.5000 lr 0.0205 vocab_size 232626 (8.13s/14.15m) [Shuffling 20] loss 4656689.0000 lr 0.0203 vocab_size 232626 (8.29s/14.15m) [Shuffling 21] loss 4274029.0000 lr 0.0200 vocab_size 232626 (8.39s/14.16m) [Shuffling 22] loss 4334868.5000 lr 0.0198 vocab_size 232626 (8.37s/14.16m) [Shuffling 23] loss 4665131.0000 lr 0.0195 vocab_size 232626 (8.36s/14.17m) [Shuffling 24] loss 4481749.0000 lr 0.0193 vocab_size 232626 (8.36s/14.17m) [Shuffling 25] loss 4378901.0000 lr 0.0190 vocab_size 232626 (8.40s/14.18m) [Shuffling 26] loss 4582669.0000 lr 0.0188 vocab_size 232626 (8.28s/14.17m) [Shuffling 27] loss 4543644.5000 lr 0.0185 vocab_size 232626 (8.22s/14.17m) [Shuffling 28] loss 4227102.5000 lr 0.0183 vocab_size 232626 (8.40s/14.17m) [Shuffling 29] loss 4489747.0000 lr 0.0180 vocab_size 232626 (8.33s/14.18m) [Shuffling 30] loss 4395317.0000 lr 0.0178 vocab_size 232626 (8.24s/14.17m) [Shuffling 31] loss 4185704.7500 lr 0.0175 vocab_size 232626 (8.41s/14.18m) [Shuffling 32] loss 4506593.0000 lr 0.0173 vocab_size 232626 (8.28s/14.18m) [Shuffling 33] loss 4303957.0000 lr 0.0170 vocab_size 232626 (8.25s/14.17m) [Shuffling 34] loss 4223611.0000 lr 0.0168 vocab_size 232626 (8.43s/14.18m) [Shuffling 35] loss 4598298.0000 lr 0.0165 vocab_size 232626 (8.26s/14.18m) [Shuffling 36] loss 4427173.5000 lr 0.0163 vocab_size 232626 (8.26s/14.17m) [Shuffling 37] loss 4104602.7500 lr 0.0160 vocab_size 232626 (8.44s/14.18m) [Shuffling 38] loss 4391958.0000 lr 0.0158 vocab_size 232626 (8.32s/14.18m) [Shuffling 39] loss 4537978.0000 lr 0.0155 vocab_size 232626 (8.20s/14.18m) [Shuffling 40] loss 4613524.5000 lr 0.0153 vocab_size 232626 (8.24s/14.17m) [Shuffling 41] loss 4294403.5000 lr 0.0150 vocab_size 232626 (8.28s/14.17m) [Shuffling 42] loss 4688678.5000 lr 0.0148 vocab_size 232626 (8.24s/14.17m) [Shuffling 43] loss 4724323.0000 lr 0.0145 vocab_size 232626 (8.22s/14.17m) [Shuffling 44] loss 4510157.0000 lr 0.0143 vocab_size 232626 (8.39s/14.17m) [Shuffling 45] loss 4472797.5000 lr 0.0140 vocab_size 232626 (8.27s/14.17m) [Shuffling 46] loss 4491637.5000 lr 0.0138 vocab_size 232626 (8.20s/14.16m) [Shuffling 47] loss 4602752.5000 lr 0.0135 vocab_size 232626 (8.35s/14.17m) [Shuffling 48] loss 4323336.0000 lr 0.0133 vocab_size 232626 (8.31s/14.17m) [Shuffling 49] loss 4452282.5000 lr 0.0130 vocab_size 232626 (8.26s/14.17m) [Shuffling 50] loss 4240968.5000 lr 0.0128 vocab_size 232626 (8.24s/14.16m) [Shuffling 51] loss 4326867.5000 lr 0.0126 vocab_size 232626 (8.37s/14.17m) [Shuffling 52] loss 4449541.5000 lr 0.0123 vocab_size 232626 (8.14s/14.16m) [Shuffling 53] loss 4294916.0000 lr 0.0121 vocab_size 232626 (8.25s/14.16m) [Shuffling 54] loss 4313350.5000 lr 0.0118 vocab_size 232626 (8.34s/14.16m) [Shuffling 55] loss 4485252.5000 lr 0.0116 vocab_size 232626 (8.14s/14.15m) [Shuffling 56] loss 4427770.5000 lr 0.0113 vocab_size 232626 (8.36s/14.16m) [Shuffling 57] loss 4283334.5000 lr 0.0111 vocab_size 232626 (8.35s/14.16m) [Shuffling 58] loss 4500333.0000 lr 0.0108 vocab_size 232626 (8.21s/14.16m) [Shuffling 59] loss 4369576.0000 lr 0.0106 vocab_size 232626 (8.35s/14.16m) [Shuffling 60] loss 4582849.5000 lr 0.0103 vocab_size 232626 (8.28s/14.16m) [Shuffling 61] loss 4543904.0000 lr 0.0101 vocab_size 232626 (8.20s/14.15m) [Shuffling 62] loss 4299228.5000 lr 0.0098 vocab_size 232626 (8.31s/14.15m) [Shuffling 63] loss 4306543.0000 lr 0.0096 vocab_size 232626 (8.34s/14.16m) [Shuffling 64] loss 4401333.0000 lr 0.0093 vocab_size 232626 (8.30s/14.16m) [Shuffling 65] loss 4544293.5000 lr 0.0091 vocab_size 232626 (8.20s/14.15m) [Shuffling 66] loss 4286252.0000 lr 0.0088 vocab_size 232626 (8.38s/14.16m) [Shuffling 67] loss 4510461.0000 lr 0.0086 vocab_size 232626 (8.42s/14.16m) [Shuffling 68] loss 4541307.0000 lr 0.0083 vocab_size 232626 (8.17s/14.15m) [Shuffling 69] loss 4228382.5000 lr 0.0081 vocab_size 232626 (8.31s/14.16m) [Shuffling 70] loss 4412087.5000 lr 0.0078 vocab_size 232626 (8.38s/14.16m) [Shuffling 71] loss 4513978.5000 lr 0.0076 vocab_size 232626 (8.21s/14.15m) [Shuffling 72] loss 4375532.5000 lr 0.0073 vocab_size 232626 (8.19s/14.15m) [Shuffling 73] loss 4156000.2500 lr 0.0071 vocab_size 232626 (8.47s/14.16m) [Shuffling 74] loss 4393750.0000 lr 0.0068 vocab_size 232626 (8.22s/14.15m) [Shuffling 75] loss 4339622.5000 lr 0.0066 vocab_size 232626 (8.21s/14.15m) [Shuffling 76] loss 4221694.5000 lr 0.0063 vocab_size 232626 (8.37s/14.15m) [Shuffling 77] loss 4480745.5000 lr 0.0061 vocab_size 232626 (8.29s/14.15m) [Shuffling 78] loss 4217068.5000 lr 0.0058 vocab_size 232626 (8.27s/14.15m) [Shuffling 79] loss 4409922.5000 lr 0.0056 vocab_size 232626 (8.29s/14.15m) [Shuffling 80] loss 4120270.7500 lr 0.0053 vocab_size 232626 (8.36s/14.15m) [Shuffling 81] loss 4616348.0000 lr 0.0051 vocab_size 232626 (8.22s/14.15m) [Shuffling 82] loss 4320390.0000 lr 0.0048 vocab_size 232626 (8.29s/14.15m) [Shuffling 83] loss 4284661.5000 lr 0.0046 vocab_size 232626 (8.25s/14.15m) [Shuffling 84] loss 4569127.5000 lr 0.0043 vocab_size 232626 (8.29s/14.15m) [Shuffling 85] loss 4467491.5000 lr 0.0041 vocab_size 232626 (8.26s/14.15m) [Shuffling 86] loss 4417314.5000 lr 0.0038 vocab_size 232626 (8.23s/14.15m) [Shuffling 87] loss 4687000.5000 lr 0.0036 vocab_size 232626 (8.22s/14.15m) [Shuffling 88] loss 4563176.0000 lr 0.0033 vocab_size 232626 (8.24s/14.15m) [Shuffling 89] loss 4442297.5000 lr 0.0031 vocab_size 232626 (8.27s/14.15m) [Shuffling 90] loss 4383326.0000 lr 0.0028 vocab_size 232626 (8.28s/14.15m) [Shuffling 91] loss 4504134.0000 lr 0.0026 vocab_size 232626 (8.20s/14.15m) [Shuffling 92] loss 4419848.0000 lr 0.0023 vocab_size 232626 (8.21s/14.14m) [Shuffling 93] loss 4213707.5000 lr 0.0021 vocab_size 232626 (7.97s/14.14m) [Shuffling 94] loss 4374115.5000 lr 0.0018 vocab_size 232626 (8.19s/14.14m) [Shuffling 95] loss 4521893.5000 lr 0.0016 vocab_size 232626 (8.22s/14.14m) [Shuffling 96] loss 4325989.5000 lr 0.0013 vocab_size 232626 (8.26s/14.13m) [Shuffling 97] loss 4185329.2500 lr 0.0011 vocab_size 232626 (8.27s/14.13m) [Shuffling 98] loss 4462046.0000 lr 0.0008 vocab_size 232626 (8.01s/14.13m) [Shuffling 99] loss 4167570.5000 lr 0.0006 vocab_size 232626 (12.86s/14.21m) [Shuffling 100] loss 4269577.5000 lr 0.0003 vocab_size 232626 (19.87s/14.40m) [03/12/24-17:12:37] Training finished, training Time 14.40m