Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size20480_seq_len256/args.json +1 -0
- lr1e-4_total_batch_size20480_seq_len256/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size20480_seq_len256/log2.txt +1043 -0
- lr1e-4_total_batch_size20480_seq_len256/model_00999.pt +3 -0
- lr1e-4_total_batch_size20480_seq_len256/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size20480_seq_len256/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size20480_seq_len256", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": null, "total_batch_size": 20480, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1e-4_total_batch_size20480_seq_len256/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a8513131d2bf732f8f6d97ff82d32c505b2a2f3f9f2247bac315bb09ce0e1f97
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size 964
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lr1e-4_total_batch_size20480_seq_len256/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7488
|
| 3 |
+
0 val perplexity 126607.6172
|
| 4 |
+
0 train 11.750498 (lr=3.4965e-07) (hash(x)=12136211)
|
| 5 |
+
1 train 11.757016 (lr=6.9930e-07) (hash(x)=9915468)
|
| 6 |
+
2 train 11.768753 (lr=1.0490e-06) (hash(x)=13629277)
|
| 7 |
+
3 train 11.756383 (lr=1.3986e-06) (hash(x)=12684830)
|
| 8 |
+
4 train 11.742002 (lr=1.7483e-06) (hash(x)=12003126)
|
| 9 |
+
5 train 11.749893 (lr=2.0979e-06) (hash(x)=12014715)
|
| 10 |
+
6 train 11.716125 (lr=2.4476e-06) (hash(x)=9492167)
|
| 11 |
+
7 train 11.717700 (lr=2.7972e-06) (hash(x)=12595649)
|
| 12 |
+
8 train 11.694748 (lr=3.1469e-06) (hash(x)=11980631)
|
| 13 |
+
9 train 11.734070 (lr=3.4965e-06) (hash(x)=11101031)
|
| 14 |
+
10 train 11.697481 (lr=3.8462e-06) (hash(x)=14316349)
|
| 15 |
+
11 train 11.697551 (lr=4.1958e-06) (hash(x)=12036401)
|
| 16 |
+
12 train 11.679378 (lr=4.5455e-06) (hash(x)=12337125)
|
| 17 |
+
13 train 11.686071 (lr=4.8951e-06) (hash(x)=11823810)
|
| 18 |
+
14 train 11.646006 (lr=5.2448e-06) (hash(x)=13033959)
|
| 19 |
+
15 train 11.662171 (lr=5.5944e-06) (hash(x)=13549925)
|
| 20 |
+
16 train 11.618073 (lr=5.9441e-06) (hash(x)=14220701)
|
| 21 |
+
17 train 11.609591 (lr=6.2937e-06) (hash(x)=13252262)
|
| 22 |
+
18 train 11.613081 (lr=6.6434e-06) (hash(x)=14638145)
|
| 23 |
+
19 train 11.573792 (lr=6.9930e-06) (hash(x)=13749054)
|
| 24 |
+
20 train 11.577884 (lr=7.3427e-06) (hash(x)=12681760)
|
| 25 |
+
21 train 11.546396 (lr=7.6923e-06) (hash(x)=14461706)
|
| 26 |
+
22 train 11.507826 (lr=8.0420e-06) (hash(x)=14235218)
|
| 27 |
+
23 train 11.487844 (lr=8.3916e-06) (hash(x)=11735995)
|
| 28 |
+
24 train 11.463827 (lr=8.7413e-06) (hash(x)=11641112)
|
| 29 |
+
25 train 11.470420 (lr=9.0909e-06) (hash(x)=12231701)
|
| 30 |
+
26 train 11.429932 (lr=9.4406e-06) (hash(x)=10175470)
|
| 31 |
+
27 train 11.437763 (lr=9.7902e-06) (hash(x)=14117945)
|
| 32 |
+
28 train 11.379354 (lr=1.0140e-05) (hash(x)=13116544)
|
| 33 |
+
29 train 11.322759 (lr=1.0490e-05) (hash(x)=12678303)
|
| 34 |
+
30 train 11.322576 (lr=1.0839e-05) (hash(x)=11927462)
|
| 35 |
+
31 train 11.295232 (lr=1.1189e-05) (hash(x)=12758461)
|
| 36 |
+
32 train 11.303883 (lr=1.1538e-05) (hash(x)=11946230)
|
| 37 |
+
33 train 11.218170 (lr=1.1888e-05) (hash(x)=13701311)
|
| 38 |
+
34 train 11.212880 (lr=1.2238e-05) (hash(x)=11198382)
|
| 39 |
+
35 train 11.163309 (lr=1.2587e-05) (hash(x)=14346433)
|
| 40 |
+
36 train 11.165541 (lr=1.2937e-05) (hash(x)=17855984)
|
| 41 |
+
37 train 11.192873 (lr=1.3287e-05) (hash(x)=18910052)
|
| 42 |
+
38 train 11.118095 (lr=1.3636e-05) (hash(x)=11885403)
|
| 43 |
+
39 train 11.079157 (lr=1.3986e-05) (hash(x)=12508350)
|
| 44 |
+
40 train 11.027081 (lr=1.4336e-05) (hash(x)=10862804)
|
| 45 |
+
41 train 11.000253 (lr=1.4685e-05) (hash(x)=14043988)
|
| 46 |
+
42 train 10.883808 (lr=1.5035e-05) (hash(x)=11916406)
|
| 47 |
+
43 train 10.900768 (lr=1.5385e-05) (hash(x)=11968227)
|
| 48 |
+
44 train 10.865610 (lr=1.5734e-05) (hash(x)=13290191)
|
| 49 |
+
45 train 10.853550 (lr=1.6084e-05) (hash(x)=15670776)
|
| 50 |
+
46 train 10.769351 (lr=1.6434e-05) (hash(x)=14358384)
|
| 51 |
+
47 train 10.781350 (lr=1.6783e-05) (hash(x)=11289341)
|
| 52 |
+
48 train 10.719890 (lr=1.7133e-05) (hash(x)=14736057)
|
| 53 |
+
49 train 10.794022 (lr=1.7483e-05) (hash(x)=11482477)
|
| 54 |
+
50 val loss 10.6863
|
| 55 |
+
50 val perplexity 43754.0039
|
| 56 |
+
50 train 10.677802 (lr=1.7832e-05) (hash(x)=15429973)
|
| 57 |
+
51 train 10.694228 (lr=1.8182e-05) (hash(x)=10345057)
|
| 58 |
+
52 train 10.630721 (lr=1.8531e-05) (hash(x)=10816510)
|
| 59 |
+
53 train 10.576385 (lr=1.8881e-05) (hash(x)=11157124)
|
| 60 |
+
54 train 10.564247 (lr=1.9231e-05) (hash(x)=12349897)
|
| 61 |
+
55 train 10.568815 (lr=1.9580e-05) (hash(x)=10750452)
|
| 62 |
+
56 train 10.523222 (lr=1.9930e-05) (hash(x)=11859950)
|
| 63 |
+
57 train 10.510275 (lr=2.0280e-05) (hash(x)=8921601)
|
| 64 |
+
58 train 10.397503 (lr=2.0629e-05) (hash(x)=11333049)
|
| 65 |
+
59 train 10.453532 (lr=2.0979e-05) (hash(x)=12165500)
|
| 66 |
+
60 train 10.490846 (lr=2.1329e-05) (hash(x)=13153948)
|
| 67 |
+
61 train 10.439623 (lr=2.1678e-05) (hash(x)=13569316)
|
| 68 |
+
62 train 10.480467 (lr=2.2028e-05) (hash(x)=11456278)
|
| 69 |
+
63 train 10.371814 (lr=2.2378e-05) (hash(x)=14043713)
|
| 70 |
+
64 train 10.431572 (lr=2.2727e-05) (hash(x)=11896948)
|
| 71 |
+
65 train 10.407022 (lr=2.3077e-05) (hash(x)=11969650)
|
| 72 |
+
66 train 10.323514 (lr=2.3427e-05) (hash(x)=14387351)
|
| 73 |
+
67 train 10.205634 (lr=2.3776e-05) (hash(x)=13680255)
|
| 74 |
+
68 train 10.399764 (lr=2.4126e-05) (hash(x)=11875534)
|
| 75 |
+
69 train 10.414874 (lr=2.4476e-05) (hash(x)=13871675)
|
| 76 |
+
70 train 10.279976 (lr=2.4825e-05) (hash(x)=13389922)
|
| 77 |
+
71 train 10.338611 (lr=2.5175e-05) (hash(x)=12263431)
|
| 78 |
+
72 train 10.379599 (lr=2.5524e-05) (hash(x)=10141365)
|
| 79 |
+
73 train 10.320871 (lr=2.5874e-05) (hash(x)=12414778)
|
| 80 |
+
74 train 10.271598 (lr=2.6224e-05) (hash(x)=11738134)
|
| 81 |
+
75 train 10.411397 (lr=2.6573e-05) (hash(x)=14443665)
|
| 82 |
+
76 train 10.304598 (lr=2.6923e-05) (hash(x)=13435160)
|
| 83 |
+
77 train 10.357785 (lr=2.7273e-05) (hash(x)=13100449)
|
| 84 |
+
78 train 10.254242 (lr=2.7622e-05) (hash(x)=11690244)
|
| 85 |
+
79 train 10.278501 (lr=2.7972e-05) (hash(x)=13953073)
|
| 86 |
+
80 train 10.165719 (lr=2.8322e-05) (hash(x)=12657159)
|
| 87 |
+
81 train 10.251500 (lr=2.8671e-05) (hash(x)=10956041)
|
| 88 |
+
82 train 10.290764 (lr=2.9021e-05) (hash(x)=11060230)
|
| 89 |
+
83 train 10.305162 (lr=2.9371e-05) (hash(x)=12840879)
|
| 90 |
+
84 train 10.295480 (lr=2.9720e-05) (hash(x)=8916599)
|
| 91 |
+
85 train 10.233208 (lr=3.0070e-05) (hash(x)=14428050)
|
| 92 |
+
86 train 10.207709 (lr=3.0420e-05) (hash(x)=12787108)
|
| 93 |
+
87 train 10.231522 (lr=3.0769e-05) (hash(x)=14104576)
|
| 94 |
+
88 train 10.094816 (lr=3.1119e-05) (hash(x)=12623743)
|
| 95 |
+
89 train 10.303168 (lr=3.1469e-05) (hash(x)=14453314)
|
| 96 |
+
90 train 10.123506 (lr=3.1818e-05) (hash(x)=10470424)
|
| 97 |
+
91 train 10.193630 (lr=3.2168e-05) (hash(x)=12918172)
|
| 98 |
+
92 train 10.165788 (lr=3.2517e-05) (hash(x)=13259459)
|
| 99 |
+
93 train 10.206167 (lr=3.2867e-05) (hash(x)=12368572)
|
| 100 |
+
94 train 10.166409 (lr=3.3217e-05) (hash(x)=13505144)
|
| 101 |
+
95 train 10.214725 (lr=3.3566e-05) (hash(x)=13340443)
|
| 102 |
+
96 train 10.223375 (lr=3.3916e-05) (hash(x)=11469900)
|
| 103 |
+
97 train 10.120539 (lr=3.4266e-05) (hash(x)=10742101)
|
| 104 |
+
98 train 10.117004 (lr=3.4615e-05) (hash(x)=13261517)
|
| 105 |
+
99 train 10.190212 (lr=3.4965e-05) (hash(x)=13025742)
|
| 106 |
+
100 val loss 10.1434
|
| 107 |
+
100 val perplexity 25422.5684
|
| 108 |
+
100 train 10.224937 (lr=3.5315e-05) (hash(x)=15100390)
|
| 109 |
+
101 train 10.161534 (lr=3.5664e-05) (hash(x)=14351068)
|
| 110 |
+
102 train 10.151890 (lr=3.6014e-05) (hash(x)=13445545)
|
| 111 |
+
103 train 10.128515 (lr=3.6364e-05) (hash(x)=13155663)
|
| 112 |
+
104 train 10.123762 (lr=3.6713e-05) (hash(x)=13309898)
|
| 113 |
+
105 train 10.118294 (lr=3.7063e-05) (hash(x)=9157946)
|
| 114 |
+
106 train 10.063579 (lr=3.7413e-05) (hash(x)=12222186)
|
| 115 |
+
107 train 10.127416 (lr=3.7762e-05) (hash(x)=13872294)
|
| 116 |
+
108 train 10.051880 (lr=3.8112e-05) (hash(x)=11824400)
|
| 117 |
+
109 train 10.039202 (lr=3.8462e-05) (hash(x)=12773612)
|
| 118 |
+
110 train 10.087670 (lr=3.8811e-05) (hash(x)=12794078)
|
| 119 |
+
111 train 10.033762 (lr=3.9161e-05) (hash(x)=12235713)
|
| 120 |
+
112 train 10.058347 (lr=3.9510e-05) (hash(x)=10270693)
|
| 121 |
+
113 train 10.012417 (lr=3.9860e-05) (hash(x)=13686441)
|
| 122 |
+
114 train 10.134960 (lr=4.0210e-05) (hash(x)=13567687)
|
| 123 |
+
115 train 10.042330 (lr=4.0559e-05) (hash(x)=13214962)
|
| 124 |
+
116 train 10.030949 (lr=4.0909e-05) (hash(x)=12404167)
|
| 125 |
+
117 train 9.970650 (lr=4.1259e-05) (hash(x)=12602681)
|
| 126 |
+
118 train 10.053631 (lr=4.1608e-05) (hash(x)=13850551)
|
| 127 |
+
119 train 9.953950 (lr=4.1958e-05) (hash(x)=13829219)
|
| 128 |
+
120 train 10.021299 (lr=4.2308e-05) (hash(x)=15485762)
|
| 129 |
+
121 train 10.011765 (lr=4.2657e-05) (hash(x)=9335220)
|
| 130 |
+
122 train 9.977592 (lr=4.3007e-05) (hash(x)=13162637)
|
| 131 |
+
123 train 9.941795 (lr=4.3357e-05) (hash(x)=15713183)
|
| 132 |
+
124 train 9.938991 (lr=4.3706e-05) (hash(x)=13326615)
|
| 133 |
+
125 train 9.960690 (lr=4.4056e-05) (hash(x)=9917297)
|
| 134 |
+
126 train 9.882629 (lr=4.4406e-05) (hash(x)=6829764)
|
| 135 |
+
127 train 9.874559 (lr=4.4755e-05) (hash(x)=12688412)
|
| 136 |
+
128 train 9.772630 (lr=4.5105e-05) (hash(x)=13039934)
|
| 137 |
+
129 train 9.915971 (lr=4.5455e-05) (hash(x)=12108991)
|
| 138 |
+
130 train 9.905309 (lr=4.5804e-05) (hash(x)=14740147)
|
| 139 |
+
131 train 9.873522 (lr=4.6154e-05) (hash(x)=12152216)
|
| 140 |
+
132 train 9.845002 (lr=4.6503e-05) (hash(x)=14469749)
|
| 141 |
+
133 train 9.848911 (lr=4.6853e-05) (hash(x)=11421483)
|
| 142 |
+
134 train 9.805295 (lr=4.7203e-05) (hash(x)=12362234)
|
| 143 |
+
135 train 9.806279 (lr=4.7552e-05) (hash(x)=13448155)
|
| 144 |
+
136 train 9.795876 (lr=4.7902e-05) (hash(x)=10971430)
|
| 145 |
+
137 train 9.797690 (lr=4.8252e-05) (hash(x)=11905081)
|
| 146 |
+
138 train 9.727487 (lr=4.8601e-05) (hash(x)=10917438)
|
| 147 |
+
139 train 9.699389 (lr=4.8951e-05) (hash(x)=12290857)
|
| 148 |
+
140 train 9.874486 (lr=4.9301e-05) (hash(x)=13407076)
|
| 149 |
+
141 train 9.812356 (lr=4.9650e-05) (hash(x)=13234933)
|
| 150 |
+
142 train 9.742979 (lr=5.0000e-05) (hash(x)=12892366)
|
| 151 |
+
143 train 9.810158 (lr=5.0350e-05) (hash(x)=9768085)
|
| 152 |
+
144 train 9.698193 (lr=5.0699e-05) (hash(x)=12692791)
|
| 153 |
+
145 train 9.653577 (lr=5.1049e-05) (hash(x)=9528974)
|
| 154 |
+
146 train 9.713407 (lr=5.1399e-05) (hash(x)=10032842)
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147 train 9.761690 (lr=5.1748e-05) (hash(x)=10720403)
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148 train 9.627960 (lr=5.2098e-05) (hash(x)=15187742)
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149 train 9.680120 (lr=5.2448e-05) (hash(x)=12874592)
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150 val loss 9.6605
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| 159 |
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150 val perplexity 15686.1572
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150 train 9.696652 (lr=5.2797e-05) (hash(x)=13622545)
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151 train 9.634906 (lr=5.3147e-05) (hash(x)=11025404)
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152 train 9.672260 (lr=5.3497e-05) (hash(x)=15190123)
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153 train 9.671119 (lr=5.3846e-05) (hash(x)=12567779)
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154 train 9.672889 (lr=5.4196e-05) (hash(x)=12439519)
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155 train 9.604033 (lr=5.4545e-05) (hash(x)=11826091)
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156 train 9.651455 (lr=5.4895e-05) (hash(x)=14723866)
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157 train 9.752838 (lr=5.5245e-05) (hash(x)=11259652)
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158 train 9.771477 (lr=5.5594e-05) (hash(x)=11135951)
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159 train 9.481782 (lr=5.5944e-05) (hash(x)=14642293)
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160 train 9.446519 (lr=5.6294e-05) (hash(x)=12485426)
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161 train 9.491729 (lr=5.6643e-05) (hash(x)=12923132)
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162 train 9.530642 (lr=5.6993e-05) (hash(x)=13559280)
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163 train 9.497276 (lr=5.7343e-05) (hash(x)=12169964)
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164 train 9.285131 (lr=5.7692e-05) (hash(x)=12000182)
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165 train 9.521669 (lr=5.8042e-05) (hash(x)=10948640)
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166 train 9.449587 (lr=5.8392e-05) (hash(x)=9666433)
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167 train 9.423132 (lr=5.8741e-05) (hash(x)=14103013)
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168 train 9.523787 (lr=5.9091e-05) (hash(x)=13553506)
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169 train 9.423008 (lr=5.9441e-05) (hash(x)=11135042)
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170 train 9.441401 (lr=5.9790e-05) (hash(x)=14930403)
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171 train 9.412402 (lr=6.0140e-05) (hash(x)=12404200)
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172 train 9.378063 (lr=6.0490e-05) (hash(x)=12280314)
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173 train 9.385564 (lr=6.0839e-05) (hash(x)=11534055)
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174 train 9.339800 (lr=6.1189e-05) (hash(x)=11308531)
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175 train 9.364421 (lr=6.1538e-05) (hash(x)=10914085)
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176 train 9.347036 (lr=6.1888e-05) (hash(x)=12357751)
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177 train 9.360201 (lr=6.2238e-05) (hash(x)=14570713)
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178 train 9.389318 (lr=6.2587e-05) (hash(x)=12212797)
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179 train 9.357871 (lr=6.2937e-05) (hash(x)=11680329)
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180 train 9.301850 (lr=6.3287e-05) (hash(x)=13116772)
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181 train 9.264181 (lr=6.3636e-05) (hash(x)=12437096)
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182 train 9.286768 (lr=6.3986e-05) (hash(x)=11220338)
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183 train 9.228655 (lr=6.4336e-05) (hash(x)=12654843)
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184 train 9.250509 (lr=6.4685e-05) (hash(x)=13505076)
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185 train 9.260365 (lr=6.5035e-05) (hash(x)=10606850)
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186 train 9.182314 (lr=6.5385e-05) (hash(x)=15357227)
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187 train 9.205271 (lr=6.5734e-05) (hash(x)=11281537)
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188 train 9.234916 (lr=6.6084e-05) (hash(x)=13253249)
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189 train 9.285473 (lr=6.6434e-05) (hash(x)=12363856)
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190 train 9.281722 (lr=6.6783e-05) (hash(x)=13580623)
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191 train 9.197352 (lr=6.7133e-05) (hash(x)=14001265)
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192 train 9.081429 (lr=6.7483e-05) (hash(x)=13045278)
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193 train 9.199512 (lr=6.7832e-05) (hash(x)=10444420)
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194 train 9.126186 (lr=6.8182e-05) (hash(x)=11832964)
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195 train 9.170285 (lr=6.8531e-05) (hash(x)=12249732)
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196 train 9.126087 (lr=6.8881e-05) (hash(x)=12307821)
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197 train 8.990306 (lr=6.9231e-05) (hash(x)=13803785)
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198 train 9.076365 (lr=6.9580e-05) (hash(x)=12493316)
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199 train 9.075480 (lr=6.9930e-05) (hash(x)=11689978)
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200 val loss 9.0601
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| 211 |
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200 val perplexity 8604.8027
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200 train 9.040018 (lr=7.0280e-05) (hash(x)=11906763)
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201 train 9.064518 (lr=7.0629e-05) (hash(x)=13865869)
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202 train 9.154387 (lr=7.0979e-05) (hash(x)=16513375)
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203 train 9.171433 (lr=7.1329e-05) (hash(x)=13030618)
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204 train 9.026261 (lr=7.1678e-05) (hash(x)=13701949)
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205 train 9.028043 (lr=7.2028e-05) (hash(x)=14299833)
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206 train 9.047230 (lr=7.2378e-05) (hash(x)=11818854)
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207 train 8.955934 (lr=7.2727e-05) (hash(x)=12908875)
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208 train 8.990664 (lr=7.3077e-05) (hash(x)=12634656)
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209 train 9.021785 (lr=7.3427e-05) (hash(x)=13859304)
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210 train 9.051846 (lr=7.3776e-05) (hash(x)=14940204)
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211 train 8.952854 (lr=7.4126e-05) (hash(x)=14396964)
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212 train 8.843376 (lr=7.4476e-05) (hash(x)=13577749)
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213 train 8.971315 (lr=7.4825e-05) (hash(x)=11269801)
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214 train 8.875980 (lr=7.5175e-05) (hash(x)=11222906)
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215 train 8.813647 (lr=7.5524e-05) (hash(x)=14486071)
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216 train 8.900749 (lr=7.5874e-05) (hash(x)=11065744)
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217 train 8.914962 (lr=7.6224e-05) (hash(x)=11997361)
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218 train 8.893088 (lr=7.6573e-05) (hash(x)=12705537)
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219 train 8.914719 (lr=7.6923e-05) (hash(x)=11010336)
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220 train 8.908119 (lr=7.7273e-05) (hash(x)=15106564)
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221 train 8.846165 (lr=7.7622e-05) (hash(x)=10864248)
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222 train 8.753251 (lr=7.7972e-05) (hash(x)=13284954)
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223 train 8.880918 (lr=7.8322e-05) (hash(x)=11906151)
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224 train 8.849221 (lr=7.8671e-05) (hash(x)=8629295)
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225 train 8.778005 (lr=7.9021e-05) (hash(x)=15166897)
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226 train 8.841352 (lr=7.9371e-05) (hash(x)=13108020)
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227 train 8.721204 (lr=7.9720e-05) (hash(x)=12338963)
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228 train 8.681835 (lr=8.0070e-05) (hash(x)=17176736)
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229 train 8.783074 (lr=8.0420e-05) (hash(x)=13235312)
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230 train 8.749295 (lr=8.0769e-05) (hash(x)=12498316)
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231 train 8.764608 (lr=8.1119e-05) (hash(x)=11031343)
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232 train 8.721267 (lr=8.1469e-05) (hash(x)=12787203)
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233 train 8.764108 (lr=8.1818e-05) (hash(x)=14597757)
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234 train 8.739358 (lr=8.2168e-05) (hash(x)=12017158)
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235 train 8.706694 (lr=8.2517e-05) (hash(x)=13571036)
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236 train 8.723328 (lr=8.2867e-05) (hash(x)=12289875)
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237 train 8.750812 (lr=8.3217e-05) (hash(x)=13225100)
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238 train 8.658267 (lr=8.3566e-05) (hash(x)=11162887)
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239 train 8.733744 (lr=8.3916e-05) (hash(x)=12281916)
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240 train 8.642264 (lr=8.4266e-05) (hash(x)=12348477)
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241 train 8.659497 (lr=8.4615e-05) (hash(x)=13634084)
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242 train 8.687561 (lr=8.4965e-05) (hash(x)=11378506)
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243 train 8.625514 (lr=8.5315e-05) (hash(x)=11801649)
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244 train 8.622183 (lr=8.5664e-05) (hash(x)=10552788)
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245 train 8.543049 (lr=8.6014e-05) (hash(x)=11746289)
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246 train 8.617659 (lr=8.6364e-05) (hash(x)=13826293)
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247 train 8.651560 (lr=8.6713e-05) (hash(x)=10783313)
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248 train 8.624478 (lr=8.7063e-05) (hash(x)=12913270)
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249 train 8.622437 (lr=8.7413e-05) (hash(x)=14212467)
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250 val loss 8.5740
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| 263 |
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250 val perplexity 5292.0361
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| 264 |
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250 train 8.579944 (lr=8.7762e-05) (hash(x)=11495162)
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251 train 8.613096 (lr=8.8112e-05) (hash(x)=12994231)
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252 train 8.655664 (lr=8.8462e-05) (hash(x)=15319532)
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253 train 8.599000 (lr=8.8811e-05) (hash(x)=11485137)
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254 train 8.593289 (lr=8.9161e-05) (hash(x)=14010329)
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255 train 8.580050 (lr=8.9510e-05) (hash(x)=10470487)
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256 train 8.662729 (lr=8.9860e-05) (hash(x)=14077502)
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257 train 8.560527 (lr=9.0210e-05) (hash(x)=12205695)
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258 train 8.457286 (lr=9.0559e-05) (hash(x)=12096952)
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259 train 8.538946 (lr=9.0909e-05) (hash(x)=13985657)
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260 train 8.421590 (lr=9.1259e-05) (hash(x)=14868589)
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261 train 8.542755 (lr=9.1608e-05) (hash(x)=12944090)
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262 train 8.445544 (lr=9.1958e-05) (hash(x)=14652164)
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263 train 8.453466 (lr=9.2308e-05) (hash(x)=12831661)
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264 train 8.468572 (lr=9.2657e-05) (hash(x)=13472998)
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265 train 8.497800 (lr=9.3007e-05) (hash(x)=12806095)
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266 train 8.370776 (lr=9.3357e-05) (hash(x)=13410818)
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267 train 8.463455 (lr=9.3706e-05) (hash(x)=14617414)
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268 train 8.506482 (lr=9.4056e-05) (hash(x)=15066658)
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269 train 8.391692 (lr=9.4406e-05) (hash(x)=13221393)
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270 train 8.374786 (lr=9.4755e-05) (hash(x)=11528563)
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271 train 8.507977 (lr=9.5105e-05) (hash(x)=11041023)
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272 train 8.358087 (lr=9.5455e-05) (hash(x)=14885399)
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273 train 8.380039 (lr=9.5804e-05) (hash(x)=11362709)
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274 train 8.412096 (lr=9.6154e-05) (hash(x)=13083412)
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275 train 8.389572 (lr=9.6503e-05) (hash(x)=13186073)
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276 train 8.424591 (lr=9.6853e-05) (hash(x)=13988224)
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277 train 8.588092 (lr=9.7203e-05) (hash(x)=13274177)
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278 train 8.422585 (lr=9.7552e-05) (hash(x)=12363265)
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279 train 8.235192 (lr=9.7902e-05) (hash(x)=13507868)
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280 train 8.290188 (lr=9.8252e-05) (hash(x)=12531978)
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281 train 8.326450 (lr=9.8601e-05) (hash(x)=12512404)
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282 train 8.342612 (lr=9.8951e-05) (hash(x)=13439040)
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283 train 8.272526 (lr=9.9301e-05) (hash(x)=11221721)
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284 train 8.283500 (lr=9.9650e-05) (hash(x)=13854047)
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285 train 8.468013 (lr=1.0000e-04) (hash(x)=15372354)
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286 train 8.307048 (lr=1.0000e-04) (hash(x)=13070460)
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287 train 8.348429 (lr=1.0000e-04) (hash(x)=14689778)
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288 train 8.231705 (lr=9.9998e-05) (hash(x)=15364407)
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289 train 8.290404 (lr=9.9996e-05) (hash(x)=13156509)
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290 train 8.198296 (lr=9.9993e-05) (hash(x)=13358322)
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291 train 8.280965 (lr=9.9989e-05) (hash(x)=15734207)
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292 train 8.193215 (lr=9.9984e-05) (hash(x)=12334129)
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293 train 8.216010 (lr=9.9979e-05) (hash(x)=13758140)
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294 train 8.217403 (lr=9.9972e-05) (hash(x)=11809021)
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295 train 8.194597 (lr=9.9965e-05) (hash(x)=12925955)
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296 train 8.245657 (lr=9.9956e-05) (hash(x)=15708918)
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297 train 8.318339 (lr=9.9947e-05) (hash(x)=12750849)
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298 train 8.169288 (lr=9.9937e-05) (hash(x)=12269439)
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299 train 8.141202 (lr=9.9926e-05) (hash(x)=14327624)
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300 val loss 8.1373
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| 315 |
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300 val perplexity 3419.7456
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| 316 |
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300 train 8.182106 (lr=9.9915e-05) (hash(x)=12664301)
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301 train 8.086181 (lr=9.9902e-05) (hash(x)=11819313)
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302 train 8.087584 (lr=9.9889e-05) (hash(x)=13250863)
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303 train 8.058979 (lr=9.9874e-05) (hash(x)=12559422)
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304 train 8.087760 (lr=9.9859e-05) (hash(x)=12183244)
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305 train 8.251235 (lr=9.9843e-05) (hash(x)=12816359)
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306 train 8.161573 (lr=9.9826e-05) (hash(x)=11408330)
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307 train 8.159526 (lr=9.9808e-05) (hash(x)=10162896)
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308 train 8.270160 (lr=9.9789e-05) (hash(x)=12904775)
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309 train 8.045219 (lr=9.9770e-05) (hash(x)=12041552)
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310 train 8.060559 (lr=9.9749e-05) (hash(x)=14176315)
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311 train 8.036819 (lr=9.9728e-05) (hash(x)=10256290)
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312 train 8.094313 (lr=9.9706e-05) (hash(x)=12287950)
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313 train 8.056343 (lr=9.9683e-05) (hash(x)=14312559)
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314 train 8.119779 (lr=9.9659e-05) (hash(x)=10078167)
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315 train 8.021681 (lr=9.9634e-05) (hash(x)=11443472)
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316 train 8.046126 (lr=9.9609e-05) (hash(x)=11630498)
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317 train 8.039862 (lr=9.9582e-05) (hash(x)=10480150)
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318 train 8.109157 (lr=9.9555e-05) (hash(x)=13365961)
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319 train 8.165606 (lr=9.9526e-05) (hash(x)=13927238)
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320 train 8.067185 (lr=9.9497e-05) (hash(x)=12661142)
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321 train 8.073347 (lr=9.9467e-05) (hash(x)=16448258)
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322 train 8.216824 (lr=9.9437e-05) (hash(x)=12689745)
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323 train 7.996585 (lr=9.9405e-05) (hash(x)=10701487)
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324 train 8.162426 (lr=9.9372e-05) (hash(x)=13938367)
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325 train 8.090876 (lr=9.9339e-05) (hash(x)=13034568)
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326 train 8.151132 (lr=9.9305e-05) (hash(x)=13398831)
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327 train 8.196690 (lr=9.9270e-05) (hash(x)=14575913)
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328 train 7.980875 (lr=9.9234e-05) (hash(x)=12121790)
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329 train 7.935151 (lr=9.9197e-05) (hash(x)=10875163)
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330 train 8.045634 (lr=9.9159e-05) (hash(x)=13782256)
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331 train 8.398884 (lr=9.9121e-05) (hash(x)=13744329)
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332 train 8.046028 (lr=9.9081e-05) (hash(x)=14443216)
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333 train 7.939469 (lr=9.9041e-05) (hash(x)=8860388)
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334 train 7.929966 (lr=9.9000e-05) (hash(x)=13546558)
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335 train 7.962160 (lr=9.8958e-05) (hash(x)=14097210)
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336 train 8.032495 (lr=9.8915e-05) (hash(x)=12154683)
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337 train 7.954828 (lr=9.8872e-05) (hash(x)=11088127)
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338 train 8.017599 (lr=9.8827e-05) (hash(x)=15853795)
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339 train 7.890866 (lr=9.8782e-05) (hash(x)=14363085)
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340 train 7.856545 (lr=9.8736e-05) (hash(x)=12144036)
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341 train 8.026372 (lr=9.8689e-05) (hash(x)=14133983)
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342 train 7.954722 (lr=9.8641e-05) (hash(x)=13632329)
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343 train 7.912153 (lr=9.8592e-05) (hash(x)=9539498)
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344 train 7.851894 (lr=9.8543e-05) (hash(x)=11883263)
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345 train 8.173747 (lr=9.8492e-05) (hash(x)=17793549)
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346 train 7.947198 (lr=9.8441e-05) (hash(x)=11871877)
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347 train 7.948163 (lr=9.8389e-05) (hash(x)=14163458)
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| 364 |
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348 train 7.979691 (lr=9.8336e-05) (hash(x)=15049180)
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| 365 |
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349 train 7.920407 (lr=9.8282e-05) (hash(x)=14609724)
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350 val loss 7.8429
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| 367 |
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350 val perplexity 2547.6252
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| 368 |
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350 train 7.886538 (lr=9.8228e-05) (hash(x)=11157433)
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351 train 8.044968 (lr=9.8172e-05) (hash(x)=18154448)
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352 train 8.300301 (lr=9.8116e-05) (hash(x)=10541575)
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353 train 7.939246 (lr=9.8059e-05) (hash(x)=11995482)
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354 train 7.912446 (lr=9.8001e-05) (hash(x)=11153006)
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355 train 8.201874 (lr=9.7942e-05) (hash(x)=13713689)
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356 train 8.039267 (lr=9.7882e-05) (hash(x)=15113554)
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357 train 7.809542 (lr=9.7822e-05) (hash(x)=11555030)
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358 train 8.024803 (lr=9.7761e-05) (hash(x)=13374040)
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359 train 7.849205 (lr=9.7699e-05) (hash(x)=14115772)
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360 train 7.909541 (lr=9.7636e-05) (hash(x)=9720467)
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361 train 7.839819 (lr=9.7572e-05) (hash(x)=12279208)
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362 train 7.761903 (lr=9.7507e-05) (hash(x)=11796701)
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363 train 7.743669 (lr=9.7442e-05) (hash(x)=12021395)
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364 train 7.794352 (lr=9.7376e-05) (hash(x)=10845152)
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365 train 7.830493 (lr=9.7309e-05) (hash(x)=12617648)
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366 train 7.693230 (lr=9.7241e-05) (hash(x)=11035304)
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367 train 7.711281 (lr=9.7172e-05) (hash(x)=12798942)
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368 train 7.827740 (lr=9.7103e-05) (hash(x)=11344910)
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369 train 7.802253 (lr=9.7032e-05) (hash(x)=12366544)
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370 train 7.772810 (lr=9.6961e-05) (hash(x)=11321027)
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371 train 7.693099 (lr=9.6889e-05) (hash(x)=10886073)
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372 train 7.695246 (lr=9.6817e-05) (hash(x)=12334480)
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373 train 7.874717 (lr=9.6743e-05) (hash(x)=12555076)
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374 train 7.888361 (lr=9.6669e-05) (hash(x)=13525646)
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375 train 7.781948 (lr=9.6593e-05) (hash(x)=14777879)
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376 train 7.955957 (lr=9.6518e-05) (hash(x)=12138318)
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377 train 7.733130 (lr=9.6441e-05) (hash(x)=9927010)
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378 train 7.635750 (lr=9.6363e-05) (hash(x)=10265465)
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379 train 7.734950 (lr=9.6285e-05) (hash(x)=13073054)
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380 train 7.410352 (lr=9.6206e-05) (hash(x)=10517302)
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381 train 7.712189 (lr=9.6126e-05) (hash(x)=14967464)
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382 train 7.640289 (lr=9.6045e-05) (hash(x)=12190853)
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383 train 7.687412 (lr=9.5963e-05) (hash(x)=13463198)
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384 train 7.814234 (lr=9.5881e-05) (hash(x)=13635928)
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385 train 7.783516 (lr=9.5798e-05) (hash(x)=12209984)
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386 train 7.811677 (lr=9.5714e-05) (hash(x)=11946913)
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387 train 7.764989 (lr=9.5629e-05) (hash(x)=11983929)
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388 train 7.714751 (lr=9.5544e-05) (hash(x)=13044287)
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389 train 7.914819 (lr=9.5457e-05) (hash(x)=13502211)
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390 train 7.669989 (lr=9.5370e-05) (hash(x)=11732764)
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391 train 7.679683 (lr=9.5282e-05) (hash(x)=12563030)
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392 train 7.731166 (lr=9.5194e-05) (hash(x)=13370486)
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393 train 7.786655 (lr=9.5104e-05) (hash(x)=12774663)
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394 train 7.751382 (lr=9.5014e-05) (hash(x)=12581170)
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395 train 7.679021 (lr=9.4923e-05) (hash(x)=12170905)
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396 train 7.861018 (lr=9.4831e-05) (hash(x)=13035845)
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397 train 7.703469 (lr=9.4739e-05) (hash(x)=13348784)
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398 train 7.675406 (lr=9.4646e-05) (hash(x)=14533849)
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| 417 |
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399 train 7.803824 (lr=9.4551e-05) (hash(x)=11525433)
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| 418 |
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400 val loss 7.6920
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| 419 |
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400 val perplexity 2190.6616
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| 420 |
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400 train 7.735698 (lr=9.4457e-05) (hash(x)=7779807)
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401 train 7.675568 (lr=9.4361e-05) (hash(x)=9800296)
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402 train 7.737108 (lr=9.4265e-05) (hash(x)=11761671)
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403 train 7.697623 (lr=9.4168e-05) (hash(x)=10168268)
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404 train 7.693434 (lr=9.4070e-05) (hash(x)=10272263)
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405 train 7.633826 (lr=9.3971e-05) (hash(x)=10276843)
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406 train 8.305415 (lr=9.3872e-05) (hash(x)=11364751)
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407 train 7.506081 (lr=9.3772e-05) (hash(x)=12497404)
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408 train 7.697733 (lr=9.3671e-05) (hash(x)=14966009)
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| 429 |
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409 train 7.745057 (lr=9.3569e-05) (hash(x)=12932339)
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410 train 7.755435 (lr=9.3467e-05) (hash(x)=8563011)
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411 train 7.771670 (lr=9.3364e-05) (hash(x)=14203584)
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412 train 7.592304 (lr=9.3260e-05) (hash(x)=10373543)
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413 train 7.701405 (lr=9.3155e-05) (hash(x)=13921321)
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414 train 7.688443 (lr=9.3050e-05) (hash(x)=12997326)
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415 train 7.782935 (lr=9.2944e-05) (hash(x)=10946961)
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416 train 7.762925 (lr=9.2837e-05) (hash(x)=11317673)
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417 train 7.837090 (lr=9.2729e-05) (hash(x)=12168723)
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418 train 7.778306 (lr=9.2621e-05) (hash(x)=11165585)
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419 train 7.595994 (lr=9.2512e-05) (hash(x)=10942254)
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420 train 7.687043 (lr=9.2402e-05) (hash(x)=12927776)
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421 train 8.019161 (lr=9.2292e-05) (hash(x)=10371632)
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422 train 8.024521 (lr=9.2181e-05) (hash(x)=12057844)
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423 train 7.788523 (lr=9.2069e-05) (hash(x)=16703203)
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424 train 7.665470 (lr=9.1956e-05) (hash(x)=12424204)
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425 train 7.818272 (lr=9.1843e-05) (hash(x)=17013185)
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426 train 7.915863 (lr=9.1729e-05) (hash(x)=11881739)
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427 train 7.772286 (lr=9.1614e-05) (hash(x)=15000294)
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428 train 7.650777 (lr=9.1499e-05) (hash(x)=13008387)
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429 train 7.567846 (lr=9.1382e-05) (hash(x)=10834161)
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430 train 7.683112 (lr=9.1266e-05) (hash(x)=15743796)
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431 train 7.737546 (lr=9.1148e-05) (hash(x)=14862449)
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432 train 7.843703 (lr=9.1030e-05) (hash(x)=11257626)
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433 train 7.784854 (lr=9.0911e-05) (hash(x)=10386532)
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434 train 7.478770 (lr=9.0791e-05) (hash(x)=11765736)
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435 train 7.726058 (lr=9.0671e-05) (hash(x)=13806874)
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436 train 7.695745 (lr=9.0550e-05) (hash(x)=12702206)
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437 train 7.721119 (lr=9.0428e-05) (hash(x)=12733894)
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438 train 7.841836 (lr=9.0306e-05) (hash(x)=13860937)
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439 train 7.913755 (lr=9.0182e-05) (hash(x)=12259111)
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440 train 7.660017 (lr=9.0059e-05) (hash(x)=14710730)
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441 train 7.661409 (lr=8.9934e-05) (hash(x)=10003332)
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442 train 7.606153 (lr=8.9809e-05) (hash(x)=13675590)
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443 train 7.434155 (lr=8.9683e-05) (hash(x)=11837867)
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444 train 7.932405 (lr=8.9557e-05) (hash(x)=11296484)
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445 train 7.679742 (lr=8.9430e-05) (hash(x)=13840537)
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446 train 7.653571 (lr=8.9302e-05) (hash(x)=14920737)
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447 train 7.647339 (lr=8.9173e-05) (hash(x)=12159808)
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| 468 |
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448 train 7.643148 (lr=8.9044e-05) (hash(x)=9163004)
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| 469 |
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449 train 7.668732 (lr=8.8914e-05) (hash(x)=13797226)
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| 470 |
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450 val loss 7.6102
|
| 471 |
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450 val perplexity 2018.7356
|
| 472 |
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450 train 7.635316 (lr=8.8784e-05) (hash(x)=10204611)
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451 train 7.701510 (lr=8.8653e-05) (hash(x)=12372219)
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452 train 7.668253 (lr=8.8521e-05) (hash(x)=12434908)
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453 train 7.664319 (lr=8.8388e-05) (hash(x)=11371435)
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454 train 7.698636 (lr=8.8255e-05) (hash(x)=13523826)
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455 train 7.571047 (lr=8.8122e-05) (hash(x)=10910611)
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456 train 7.558871 (lr=8.7987e-05) (hash(x)=12905087)
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457 train 7.791741 (lr=8.7852e-05) (hash(x)=10985712)
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458 train 7.641401 (lr=8.7717e-05) (hash(x)=13245256)
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459 train 7.608690 (lr=8.7580e-05) (hash(x)=12509276)
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460 train 7.630426 (lr=8.7444e-05) (hash(x)=13538047)
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461 train 7.825688 (lr=8.7306e-05) (hash(x)=12953787)
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462 train 7.643093 (lr=8.7168e-05) (hash(x)=9468319)
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463 train 7.723547 (lr=8.7029e-05) (hash(x)=12720900)
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464 train 7.526983 (lr=8.6890e-05) (hash(x)=12030112)
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465 train 7.541805 (lr=8.6750e-05) (hash(x)=16075757)
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466 train 7.786083 (lr=8.6609e-05) (hash(x)=11540359)
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467 train 7.697885 (lr=8.6468e-05) (hash(x)=14048369)
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468 train 7.855339 (lr=8.6326e-05) (hash(x)=12961504)
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469 train 7.900305 (lr=8.6184e-05) (hash(x)=12602604)
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470 train 7.778429 (lr=8.6041e-05) (hash(x)=14173792)
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471 train 7.762057 (lr=8.5897e-05) (hash(x)=11552959)
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472 train 7.629869 (lr=8.5753e-05) (hash(x)=11986216)
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473 train 7.719839 (lr=8.5608e-05) (hash(x)=9890481)
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474 train 7.526625 (lr=8.5462e-05) (hash(x)=13052540)
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475 train 7.621621 (lr=8.5316e-05) (hash(x)=13423367)
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476 train 7.647476 (lr=8.5170e-05) (hash(x)=12494434)
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477 train 7.474033 (lr=8.5022e-05) (hash(x)=11555634)
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478 train 7.682240 (lr=8.4875e-05) (hash(x)=17108448)
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479 train 8.329215 (lr=8.4726e-05) (hash(x)=14914789)
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480 train 8.289883 (lr=8.4577e-05) (hash(x)=16237319)
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481 train 8.268783 (lr=8.4428e-05) (hash(x)=16763637)
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482 train 8.239808 (lr=8.4278e-05) (hash(x)=15222896)
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483 train 8.299661 (lr=8.4127e-05) (hash(x)=15783017)
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484 train 8.327317 (lr=8.3976e-05) (hash(x)=17102921)
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485 train 8.288534 (lr=8.3824e-05) (hash(x)=16354494)
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486 train 7.983100 (lr=8.3672e-05) (hash(x)=14615340)
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487 train 7.749866 (lr=8.3519e-05) (hash(x)=13512761)
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488 train 7.889485 (lr=8.3366e-05) (hash(x)=10750782)
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489 train 7.586683 (lr=8.3212e-05) (hash(x)=13751537)
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490 train 7.651933 (lr=8.3057e-05) (hash(x)=12343566)
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491 train 7.612168 (lr=8.2902e-05) (hash(x)=13830852)
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492 train 7.680100 (lr=8.2746e-05) (hash(x)=11170832)
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493 train 7.644613 (lr=8.2590e-05) (hash(x)=14841133)
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494 train 7.760303 (lr=8.2434e-05) (hash(x)=13683107)
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495 train 7.721925 (lr=8.2276e-05) (hash(x)=11832803)
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496 train 7.528362 (lr=8.2119e-05) (hash(x)=11362245)
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497 train 9.295002 (lr=8.1960e-05) (hash(x)=27572323)
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498 train 11.952278 (lr=8.1801e-05) (hash(x)=36479466)
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| 521 |
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499 train 11.901650 (lr=8.1642e-05) (hash(x)=31819669)
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| 522 |
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500 val loss 7.6306
|
| 523 |
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500 val perplexity 2060.1973
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| 524 |
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500 train 8.378710 (lr=8.1482e-05) (hash(x)=12529262)
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501 train 7.308687 (lr=8.1322e-05) (hash(x)=11499251)
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502 train 7.698678 (lr=8.1161e-05) (hash(x)=12171109)
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503 train 7.738740 (lr=8.1000e-05) (hash(x)=13332674)
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504 train 7.609941 (lr=8.0838e-05) (hash(x)=11145516)
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505 train 7.549782 (lr=8.0676e-05) (hash(x)=11728990)
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506 train 7.623853 (lr=8.0513e-05) (hash(x)=12776190)
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507 train 7.731164 (lr=8.0349e-05) (hash(x)=15028799)
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508 train 7.675215 (lr=8.0186e-05) (hash(x)=13064591)
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509 train 7.623477 (lr=8.0021e-05) (hash(x)=13966115)
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510 train 7.689294 (lr=7.9856e-05) (hash(x)=11063257)
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511 train 7.598791 (lr=7.9691e-05) (hash(x)=10783848)
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512 train 7.649891 (lr=7.9525e-05) (hash(x)=11993069)
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513 train 7.520018 (lr=7.9359e-05) (hash(x)=11179737)
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514 train 7.822469 (lr=7.9192e-05) (hash(x)=13338266)
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515 train 7.617080 (lr=7.9025e-05) (hash(x)=10874609)
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516 train 7.640716 (lr=7.8858e-05) (hash(x)=11042965)
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517 train 7.797112 (lr=7.8689e-05) (hash(x)=9234657)
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518 train 7.727233 (lr=7.8521e-05) (hash(x)=13941557)
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519 train 7.776536 (lr=7.8352e-05) (hash(x)=12212655)
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520 train 7.641531 (lr=7.8182e-05) (hash(x)=10706283)
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521 train 7.656964 (lr=7.8012e-05) (hash(x)=12238338)
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522 train 7.774545 (lr=7.7842e-05) (hash(x)=11734682)
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523 train 7.529180 (lr=7.7671e-05) (hash(x)=11079662)
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524 train 7.750029 (lr=7.7500e-05) (hash(x)=13741369)
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525 train 7.542380 (lr=7.7328e-05) (hash(x)=13092665)
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526 train 7.674526 (lr=7.7156e-05) (hash(x)=12440906)
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527 train 7.694581 (lr=7.6984e-05) (hash(x)=11087308)
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528 train 7.581886 (lr=7.6811e-05) (hash(x)=11255508)
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529 train 7.869357 (lr=7.6637e-05) (hash(x)=17694381)
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530 train 7.586347 (lr=7.6463e-05) (hash(x)=11885779)
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531 train 7.619039 (lr=7.6289e-05) (hash(x)=13305061)
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532 train 7.578593 (lr=7.6115e-05) (hash(x)=11091420)
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533 train 7.672290 (lr=7.5940e-05) (hash(x)=11290716)
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534 train 7.602916 (lr=7.5764e-05) (hash(x)=13555230)
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535 train 7.709069 (lr=7.5588e-05) (hash(x)=13664986)
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536 train 7.615330 (lr=7.5412e-05) (hash(x)=14424424)
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537 train 7.634376 (lr=7.5235e-05) (hash(x)=12421790)
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538 train 7.691159 (lr=7.5058e-05) (hash(x)=11997110)
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539 train 7.638782 (lr=7.4881e-05) (hash(x)=12060664)
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540 train 7.553851 (lr=7.4703e-05) (hash(x)=12273644)
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541 train 7.996058 (lr=7.4525e-05) (hash(x)=13653671)
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542 train 7.735058 (lr=7.4346e-05) (hash(x)=16256309)
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543 train 7.701868 (lr=7.4167e-05) (hash(x)=15746941)
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544 train 7.677125 (lr=7.3988e-05) (hash(x)=13358884)
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545 train 7.526313 (lr=7.3808e-05) (hash(x)=12335295)
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| 570 |
+
546 train 7.543874 (lr=7.3628e-05) (hash(x)=13798560)
|
| 571 |
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547 train 7.962378 (lr=7.3448e-05) (hash(x)=17767151)
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| 572 |
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548 train 7.520325 (lr=7.3267e-05) (hash(x)=8024709)
|
| 573 |
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549 train 7.579728 (lr=7.3086e-05) (hash(x)=13419880)
|
| 574 |
+
550 val loss 7.5644
|
| 575 |
+
550 val perplexity 1928.3872
|
| 576 |
+
550 train 7.695450 (lr=7.2904e-05) (hash(x)=10643641)
|
| 577 |
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551 train 7.567838 (lr=7.2723e-05) (hash(x)=13277101)
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| 578 |
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552 train 7.534144 (lr=7.2540e-05) (hash(x)=10131573)
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| 579 |
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553 train 7.534633 (lr=7.2358e-05) (hash(x)=10535318)
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| 580 |
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554 train 7.795949 (lr=7.2175e-05) (hash(x)=15487556)
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| 581 |
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555 train 7.546603 (lr=7.1992e-05) (hash(x)=10935661)
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| 582 |
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556 train 7.683620 (lr=7.1808e-05) (hash(x)=13602491)
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| 583 |
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557 train 7.627586 (lr=7.1624e-05) (hash(x)=12907485)
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| 584 |
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558 train 7.656606 (lr=7.1440e-05) (hash(x)=13358809)
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| 585 |
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559 train 7.575094 (lr=7.1256e-05) (hash(x)=8154583)
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| 586 |
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560 train 7.399242 (lr=7.1071e-05) (hash(x)=12377370)
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| 587 |
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561 train 7.844400 (lr=7.0886e-05) (hash(x)=13402549)
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| 588 |
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562 train 7.938786 (lr=7.0701e-05) (hash(x)=14795263)
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| 589 |
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563 train 8.035863 (lr=7.0515e-05) (hash(x)=12543473)
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| 590 |
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564 train 7.627172 (lr=7.0329e-05) (hash(x)=12711338)
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| 591 |
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565 train 7.650981 (lr=7.0143e-05) (hash(x)=12144679)
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| 592 |
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566 train 7.567720 (lr=6.9956e-05) (hash(x)=11447196)
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| 593 |
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567 train 7.640002 (lr=6.9769e-05) (hash(x)=12101143)
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| 594 |
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568 train 7.652726 (lr=6.9582e-05) (hash(x)=11815259)
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569 train 7.611240 (lr=6.9394e-05) (hash(x)=15908582)
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| 596 |
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570 train 7.720849 (lr=6.9207e-05) (hash(x)=12254236)
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| 597 |
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571 train 7.635460 (lr=6.9019e-05) (hash(x)=11655051)
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| 598 |
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572 train 7.530869 (lr=6.8830e-05) (hash(x)=12008613)
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573 train 7.482622 (lr=6.8642e-05) (hash(x)=9481417)
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| 600 |
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574 train 7.601671 (lr=6.8453e-05) (hash(x)=11426076)
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575 train 7.561141 (lr=6.8264e-05) (hash(x)=12561418)
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576 train 7.574310 (lr=6.8075e-05) (hash(x)=10629851)
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577 train 7.342249 (lr=6.7885e-05) (hash(x)=11036935)
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578 train 7.361825 (lr=6.7695e-05) (hash(x)=10602181)
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579 train 7.408870 (lr=6.7505e-05) (hash(x)=13778264)
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580 train 7.621270 (lr=6.7315e-05) (hash(x)=11172916)
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| 607 |
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581 train 7.972743 (lr=6.7124e-05) (hash(x)=15215237)
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| 608 |
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582 train 8.581721 (lr=6.6933e-05) (hash(x)=13372032)
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| 609 |
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583 train 7.708009 (lr=6.6742e-05) (hash(x)=9877852)
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| 610 |
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584 train 7.464104 (lr=6.6551e-05) (hash(x)=12921882)
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| 611 |
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585 train 7.545200 (lr=6.6360e-05) (hash(x)=10232210)
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| 612 |
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586 train 7.632014 (lr=6.6168e-05) (hash(x)=10525131)
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| 613 |
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587 train 7.620470 (lr=6.5976e-05) (hash(x)=11968670)
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| 614 |
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588 train 7.448349 (lr=6.5784e-05) (hash(x)=9852899)
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| 615 |
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589 train 7.615911 (lr=6.5592e-05) (hash(x)=14272928)
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| 616 |
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590 train 7.934957 (lr=6.5399e-05) (hash(x)=10305352)
|
| 617 |
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591 train 7.414033 (lr=6.5206e-05) (hash(x)=9256992)
|
| 618 |
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592 train 7.752252 (lr=6.5013e-05) (hash(x)=16001552)
|
| 619 |
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593 train 7.579786 (lr=6.4820e-05) (hash(x)=12593445)
|
| 620 |
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594 train 7.455137 (lr=6.4627e-05) (hash(x)=9538867)
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| 621 |
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595 train 7.529832 (lr=6.4433e-05) (hash(x)=13208924)
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| 622 |
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596 train 7.422639 (lr=6.4240e-05) (hash(x)=10608861)
|
| 623 |
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597 train 7.735832 (lr=6.4046e-05) (hash(x)=11578007)
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| 624 |
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598 train 7.382231 (lr=6.3852e-05) (hash(x)=12664043)
|
| 625 |
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599 train 7.688111 (lr=6.3658e-05) (hash(x)=9762793)
|
| 626 |
+
600 val loss 7.5513
|
| 627 |
+
600 val perplexity 1903.3035
|
| 628 |
+
600 train 7.519069 (lr=6.3463e-05) (hash(x)=17170548)
|
| 629 |
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601 train 7.936024 (lr=6.3269e-05) (hash(x)=12966781)
|
| 630 |
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602 train 7.767891 (lr=6.3074e-05) (hash(x)=15271720)
|
| 631 |
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603 train 7.949713 (lr=6.2879e-05) (hash(x)=15724292)
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| 632 |
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604 train 7.803950 (lr=6.2684e-05) (hash(x)=16544013)
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| 633 |
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605 train 8.121229 (lr=6.2489e-05) (hash(x)=15100923)
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| 634 |
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606 train 8.392206 (lr=6.2294e-05) (hash(x)=16541600)
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| 635 |
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607 train 7.531761 (lr=6.2098e-05) (hash(x)=13336322)
|
| 636 |
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608 train 7.624591 (lr=6.1903e-05) (hash(x)=11803722)
|
| 637 |
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609 train 7.724319 (lr=6.1707e-05) (hash(x)=10985744)
|
| 638 |
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610 train 7.588097 (lr=6.1511e-05) (hash(x)=11966467)
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| 639 |
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611 train 7.600229 (lr=6.1315e-05) (hash(x)=12715509)
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| 640 |
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612 train 7.508860 (lr=6.1119e-05) (hash(x)=13097367)
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| 641 |
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613 train 7.583557 (lr=6.0923e-05) (hash(x)=11842498)
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| 642 |
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614 train 7.518621 (lr=6.0726e-05) (hash(x)=12344103)
|
| 643 |
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615 train 7.487933 (lr=6.0530e-05) (hash(x)=9614210)
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| 644 |
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616 train 7.522042 (lr=6.0333e-05) (hash(x)=11519808)
|
| 645 |
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617 train 7.488589 (lr=6.0137e-05) (hash(x)=11918721)
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| 646 |
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618 train 7.500927 (lr=5.9940e-05) (hash(x)=12291116)
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| 647 |
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619 train 7.519720 (lr=5.9743e-05) (hash(x)=12988502)
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| 648 |
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620 train 7.531489 (lr=5.9546e-05) (hash(x)=14604879)
|
| 649 |
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621 train 7.499812 (lr=5.9349e-05) (hash(x)=9377388)
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| 650 |
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622 train 7.546618 (lr=5.9152e-05) (hash(x)=11749413)
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| 651 |
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623 train 7.474212 (lr=5.8955e-05) (hash(x)=12043981)
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624 train 7.771014 (lr=5.8758e-05) (hash(x)=12318014)
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625 train 7.479993 (lr=5.8560e-05) (hash(x)=12250543)
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626 train 7.503004 (lr=5.8363e-05) (hash(x)=13442493)
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| 655 |
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627 train 7.430254 (lr=5.8165e-05) (hash(x)=11337762)
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| 656 |
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628 train 7.413014 (lr=5.7968e-05) (hash(x)=13605096)
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| 657 |
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629 train 7.870495 (lr=5.7770e-05) (hash(x)=13608297)
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| 658 |
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630 train 7.822742 (lr=5.7573e-05) (hash(x)=14138512)
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| 659 |
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631 train 7.646680 (lr=5.7375e-05) (hash(x)=10432200)
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632 train 7.592970 (lr=5.7177e-05) (hash(x)=11412290)
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| 661 |
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633 train 7.497305 (lr=5.6979e-05) (hash(x)=12645115)
|
| 662 |
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634 train 7.527453 (lr=5.6782e-05) (hash(x)=12619839)
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| 663 |
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635 train 7.520021 (lr=5.6584e-05) (hash(x)=12948458)
|
| 664 |
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636 train 7.754144 (lr=5.6386e-05) (hash(x)=17921494)
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| 665 |
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637 train 7.564725 (lr=5.6188e-05) (hash(x)=12187458)
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| 666 |
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638 train 7.470393 (lr=5.5990e-05) (hash(x)=12361500)
|
| 667 |
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639 train 7.518408 (lr=5.5792e-05) (hash(x)=15117606)
|
| 668 |
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640 train 7.496388 (lr=5.5594e-05) (hash(x)=12410779)
|
| 669 |
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641 train 7.578866 (lr=5.5396e-05) (hash(x)=12491246)
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| 670 |
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642 train 7.657121 (lr=5.5198e-05) (hash(x)=12842140)
|
| 671 |
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643 train 7.370091 (lr=5.5000e-05) (hash(x)=9760285)
|
| 672 |
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644 train 7.606173 (lr=5.4802e-05) (hash(x)=12266640)
|
| 673 |
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645 train 7.587322 (lr=5.4604e-05) (hash(x)=12041167)
|
| 674 |
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646 train 7.467998 (lr=5.4406e-05) (hash(x)=12215148)
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| 675 |
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647 train 7.525206 (lr=5.4208e-05) (hash(x)=11748314)
|
| 676 |
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648 train 7.280804 (lr=5.4010e-05) (hash(x)=8971899)
|
| 677 |
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649 train 7.217208 (lr=5.3812e-05) (hash(x)=11735134)
|
| 678 |
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650 val loss 7.5350
|
| 679 |
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650 val perplexity 1872.3959
|
| 680 |
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650 train 7.764126 (lr=5.3614e-05) (hash(x)=12720532)
|
| 681 |
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651 train 7.433120 (lr=5.3416e-05) (hash(x)=14573695)
|
| 682 |
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652 train 7.425504 (lr=5.3218e-05) (hash(x)=13490255)
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| 683 |
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653 train 7.502119 (lr=5.3021e-05) (hash(x)=14306208)
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| 684 |
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654 train 7.465779 (lr=5.2823e-05) (hash(x)=12834551)
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| 685 |
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655 train 7.484664 (lr=5.2625e-05) (hash(x)=13862746)
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| 686 |
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656 train 7.494234 (lr=5.2427e-05) (hash(x)=12633018)
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| 687 |
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657 train 7.585762 (lr=5.2230e-05) (hash(x)=10815095)
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| 688 |
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658 train 7.535668 (lr=5.2032e-05) (hash(x)=11964935)
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| 689 |
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659 train 7.396994 (lr=5.1835e-05) (hash(x)=13686163)
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| 690 |
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660 train 7.432317 (lr=5.1637e-05) (hash(x)=9989100)
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661 train 7.731620 (lr=5.1440e-05) (hash(x)=14377992)
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| 692 |
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662 train 7.541930 (lr=5.1242e-05) (hash(x)=12180716)
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| 693 |
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663 train 7.505529 (lr=5.1045e-05) (hash(x)=12421087)
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| 694 |
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664 train 7.435418 (lr=5.0848e-05) (hash(x)=12172890)
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| 695 |
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665 train 7.614666 (lr=5.0651e-05) (hash(x)=13085792)
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| 696 |
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666 train 7.960114 (lr=5.0454e-05) (hash(x)=15341031)
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| 697 |
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667 train 7.628849 (lr=5.0257e-05) (hash(x)=7228805)
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| 698 |
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668 train 7.805502 (lr=5.0060e-05) (hash(x)=15931243)
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| 699 |
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669 train 7.506854 (lr=4.9863e-05) (hash(x)=10015517)
|
| 700 |
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670 train 7.519019 (lr=4.9667e-05) (hash(x)=13147412)
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| 701 |
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671 train 7.385489 (lr=4.9470e-05) (hash(x)=11774322)
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| 702 |
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672 train 7.547682 (lr=4.9274e-05) (hash(x)=12661028)
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673 train 7.658445 (lr=4.9077e-05) (hash(x)=12674150)
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| 704 |
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674 train 7.752096 (lr=4.8881e-05) (hash(x)=13961527)
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675 train 7.421803 (lr=4.8685e-05) (hash(x)=13116742)
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676 train 7.548195 (lr=4.8489e-05) (hash(x)=10925124)
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677 train 7.658323 (lr=4.8293e-05) (hash(x)=15946962)
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678 train 7.505723 (lr=4.8097e-05) (hash(x)=13627762)
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| 709 |
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679 train 7.649233 (lr=4.7902e-05) (hash(x)=13171632)
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| 710 |
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680 train 7.521770 (lr=4.7706e-05) (hash(x)=14365188)
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| 711 |
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681 train 7.596652 (lr=4.7511e-05) (hash(x)=14334587)
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682 train 7.570400 (lr=4.7316e-05) (hash(x)=11123238)
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| 713 |
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683 train 7.446250 (lr=4.7121e-05) (hash(x)=8960004)
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684 train 7.414915 (lr=4.6926e-05) (hash(x)=11757028)
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| 715 |
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685 train 7.504332 (lr=4.6731e-05) (hash(x)=11642701)
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686 train 7.667151 (lr=4.6537e-05) (hash(x)=13542346)
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| 717 |
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687 train 7.527892 (lr=4.6342e-05) (hash(x)=12969713)
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| 718 |
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688 train 7.479717 (lr=4.6148e-05) (hash(x)=11014325)
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| 719 |
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689 train 7.381589 (lr=4.5954e-05) (hash(x)=13050602)
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| 720 |
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690 train 7.564822 (lr=4.5760e-05) (hash(x)=12485794)
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| 721 |
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691 train 7.423027 (lr=4.5567e-05) (hash(x)=13929053)
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| 722 |
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692 train 7.439317 (lr=4.5373e-05) (hash(x)=10868985)
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| 723 |
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693 train 7.855669 (lr=4.5180e-05) (hash(x)=13096472)
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| 724 |
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694 train 7.566772 (lr=4.4987e-05) (hash(x)=11312571)
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| 725 |
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695 train 7.436089 (lr=4.4794e-05) (hash(x)=10986878)
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| 726 |
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696 train 7.290952 (lr=4.4601e-05) (hash(x)=11221656)
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| 727 |
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697 train 7.573928 (lr=4.4408e-05) (hash(x)=13231569)
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| 728 |
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698 train 7.407230 (lr=4.4216e-05) (hash(x)=11134013)
|
| 729 |
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699 train 7.264856 (lr=4.4024e-05) (hash(x)=10360614)
|
| 730 |
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700 val loss 7.5205
|
| 731 |
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700 val perplexity 1845.4144
|
| 732 |
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700 train 7.408978 (lr=4.3832e-05) (hash(x)=12322428)
|
| 733 |
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701 train 7.488769 (lr=4.3640e-05) (hash(x)=14738108)
|
| 734 |
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702 train 7.543711 (lr=4.3449e-05) (hash(x)=11219270)
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| 735 |
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703 train 7.504326 (lr=4.3258e-05) (hash(x)=13341647)
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| 736 |
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704 train 7.632721 (lr=4.3067e-05) (hash(x)=13094087)
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| 737 |
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705 train 7.539975 (lr=4.2876e-05) (hash(x)=12687712)
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| 738 |
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706 train 7.512207 (lr=4.2685e-05) (hash(x)=13427553)
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| 739 |
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707 train 7.410624 (lr=4.2495e-05) (hash(x)=12645920)
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| 740 |
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708 train 7.472807 (lr=4.2305e-05) (hash(x)=12655070)
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709 train 7.433945 (lr=4.2115e-05) (hash(x)=13050918)
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710 train 7.585203 (lr=4.1925e-05) (hash(x)=13632267)
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711 train 7.391480 (lr=4.1736e-05) (hash(x)=10203871)
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712 train 7.493989 (lr=4.1547e-05) (hash(x)=11671729)
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713 train 7.473155 (lr=4.1358e-05) (hash(x)=12904927)
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714 train 7.673846 (lr=4.1170e-05) (hash(x)=13065951)
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715 train 7.559055 (lr=4.0981e-05) (hash(x)=14048300)
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716 train 7.601460 (lr=4.0793e-05) (hash(x)=12793660)
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717 train 7.423735 (lr=4.0606e-05) (hash(x)=11802275)
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718 train 7.406051 (lr=4.0418e-05) (hash(x)=14977049)
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719 train 7.657815 (lr=4.0231e-05) (hash(x)=13853279)
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720 train 7.699594 (lr=4.0044e-05) (hash(x)=12732461)
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721 train 7.548422 (lr=3.9857e-05) (hash(x)=12126692)
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722 train 7.501635 (lr=3.9671e-05) (hash(x)=13298673)
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723 train 7.385019 (lr=3.9485e-05) (hash(x)=14104463)
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724 train 7.369937 (lr=3.9299e-05) (hash(x)=15190284)
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725 train 7.341875 (lr=3.9114e-05) (hash(x)=13536583)
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726 train 7.677804 (lr=3.8929e-05) (hash(x)=14186475)
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727 train 7.473360 (lr=3.8744e-05) (hash(x)=13197896)
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728 train 7.487577 (lr=3.8560e-05) (hash(x)=11826535)
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729 train 7.598826 (lr=3.8376e-05) (hash(x)=13408658)
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730 train 7.503981 (lr=3.8192e-05) (hash(x)=9801100)
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731 train 7.438087 (lr=3.8008e-05) (hash(x)=11875111)
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732 train 7.525421 (lr=3.7825e-05) (hash(x)=11266409)
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733 train 7.460711 (lr=3.7642e-05) (hash(x)=15057683)
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734 train 7.476129 (lr=3.7460e-05) (hash(x)=12601025)
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| 767 |
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735 train 7.615173 (lr=3.7277e-05) (hash(x)=11993762)
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736 train 7.494661 (lr=3.7096e-05) (hash(x)=12029315)
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737 train 7.398742 (lr=3.6914e-05) (hash(x)=10677495)
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738 train 7.446495 (lr=3.6733e-05) (hash(x)=14172570)
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739 train 7.574086 (lr=3.6552e-05) (hash(x)=10105877)
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740 train 7.369134 (lr=3.6372e-05) (hash(x)=13360078)
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741 train 7.502909 (lr=3.6192e-05) (hash(x)=14131566)
|
| 774 |
+
742 train 7.530882 (lr=3.6012e-05) (hash(x)=10615972)
|
| 775 |
+
743 train 7.407176 (lr=3.5833e-05) (hash(x)=9447587)
|
| 776 |
+
744 train 7.408407 (lr=3.5654e-05) (hash(x)=10502681)
|
| 777 |
+
745 train 7.423903 (lr=3.5475e-05) (hash(x)=10069430)
|
| 778 |
+
746 train 7.429781 (lr=3.5297e-05) (hash(x)=12646864)
|
| 779 |
+
747 train 7.366311 (lr=3.5119e-05) (hash(x)=14464065)
|
| 780 |
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748 train 7.440869 (lr=3.4942e-05) (hash(x)=11567941)
|
| 781 |
+
749 train 7.447198 (lr=3.4765e-05) (hash(x)=11265273)
|
| 782 |
+
750 val loss 7.5065
|
| 783 |
+
750 val perplexity 1819.8342
|
| 784 |
+
750 train 7.328534 (lr=3.4588e-05) (hash(x)=12165514)
|
| 785 |
+
751 train 7.535354 (lr=3.4412e-05) (hash(x)=12235258)
|
| 786 |
+
752 train 7.510880 (lr=3.4236e-05) (hash(x)=14053891)
|
| 787 |
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753 train 7.401894 (lr=3.4060e-05) (hash(x)=13640309)
|
| 788 |
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754 train 7.515865 (lr=3.3885e-05) (hash(x)=11437544)
|
| 789 |
+
755 train 7.461086 (lr=3.3711e-05) (hash(x)=12814938)
|
| 790 |
+
756 train 7.624629 (lr=3.3537e-05) (hash(x)=10855665)
|
| 791 |
+
757 train 7.511748 (lr=3.3363e-05) (hash(x)=12343839)
|
| 792 |
+
758 train 7.398901 (lr=3.3189e-05) (hash(x)=11548795)
|
| 793 |
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759 train 7.487174 (lr=3.3016e-05) (hash(x)=13007077)
|
| 794 |
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760 train 7.376635 (lr=3.2844e-05) (hash(x)=10289500)
|
| 795 |
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761 train 7.384637 (lr=3.2672e-05) (hash(x)=11835624)
|
| 796 |
+
762 train 7.371810 (lr=3.2500e-05) (hash(x)=9785564)
|
| 797 |
+
763 train 7.446455 (lr=3.2329e-05) (hash(x)=9419131)
|
| 798 |
+
764 train 7.227596 (lr=3.2158e-05) (hash(x)=10301561)
|
| 799 |
+
765 train 7.329410 (lr=3.1988e-05) (hash(x)=11209923)
|
| 800 |
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766 train 7.595720 (lr=3.1818e-05) (hash(x)=9643187)
|
| 801 |
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767 train 7.634659 (lr=3.1648e-05) (hash(x)=11977301)
|
| 802 |
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768 train 7.573479 (lr=3.1479e-05) (hash(x)=11990833)
|
| 803 |
+
769 train 7.723416 (lr=3.1311e-05) (hash(x)=11326187)
|
| 804 |
+
770 train 7.351125 (lr=3.1142e-05) (hash(x)=8063652)
|
| 805 |
+
771 train 7.422317 (lr=3.0975e-05) (hash(x)=11772591)
|
| 806 |
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772 train 7.944698 (lr=3.0808e-05) (hash(x)=15314197)
|
| 807 |
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773 train 7.532793 (lr=3.0641e-05) (hash(x)=15539329)
|
| 808 |
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774 train 8.127290 (lr=3.0475e-05) (hash(x)=12872419)
|
| 809 |
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775 train 7.524062 (lr=3.0309e-05) (hash(x)=10882741)
|
| 810 |
+
776 train 7.408575 (lr=3.0144e-05) (hash(x)=13856261)
|
| 811 |
+
777 train 7.428920 (lr=2.9979e-05) (hash(x)=9341637)
|
| 812 |
+
778 train 7.755001 (lr=2.9814e-05) (hash(x)=13061302)
|
| 813 |
+
779 train 8.286707 (lr=2.9651e-05) (hash(x)=13174638)
|
| 814 |
+
780 train 7.459581 (lr=2.9487e-05) (hash(x)=12334241)
|
| 815 |
+
781 train 7.650098 (lr=2.9324e-05) (hash(x)=12490208)
|
| 816 |
+
782 train 7.579385 (lr=2.9162e-05) (hash(x)=13425008)
|
| 817 |
+
783 train 7.562628 (lr=2.9000e-05) (hash(x)=9018988)
|
| 818 |
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784 train 7.436006 (lr=2.8839e-05) (hash(x)=11365481)
|
| 819 |
+
785 train 7.691954 (lr=2.8678e-05) (hash(x)=15752665)
|
| 820 |
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786 train 7.823944 (lr=2.8518e-05) (hash(x)=13894180)
|
| 821 |
+
787 train 7.542935 (lr=2.8358e-05) (hash(x)=12406522)
|
| 822 |
+
788 train 7.594835 (lr=2.8199e-05) (hash(x)=10427599)
|
| 823 |
+
789 train 7.398746 (lr=2.8040e-05) (hash(x)=12323425)
|
| 824 |
+
790 train 7.545414 (lr=2.7881e-05) (hash(x)=15411237)
|
| 825 |
+
791 train 7.509255 (lr=2.7724e-05) (hash(x)=11486400)
|
| 826 |
+
792 train 7.519699 (lr=2.7566e-05) (hash(x)=13984672)
|
| 827 |
+
793 train 7.526208 (lr=2.7410e-05) (hash(x)=13731035)
|
| 828 |
+
794 train 7.611662 (lr=2.7254e-05) (hash(x)=13318340)
|
| 829 |
+
795 train 7.596618 (lr=2.7098e-05) (hash(x)=11434626)
|
| 830 |
+
796 train 7.450301 (lr=2.6943e-05) (hash(x)=12972990)
|
| 831 |
+
797 train 7.577713 (lr=2.6788e-05) (hash(x)=12174800)
|
| 832 |
+
798 train 7.523933 (lr=2.6634e-05) (hash(x)=13177865)
|
| 833 |
+
799 train 7.442208 (lr=2.6481e-05) (hash(x)=11810699)
|
| 834 |
+
800 val loss 7.4940
|
| 835 |
+
800 val perplexity 1797.1906
|
| 836 |
+
800 train 7.523477 (lr=2.6328e-05) (hash(x)=16373080)
|
| 837 |
+
801 train 7.508332 (lr=2.6176e-05) (hash(x)=10805897)
|
| 838 |
+
802 train 7.434451 (lr=2.6024e-05) (hash(x)=11454278)
|
| 839 |
+
803 train 7.529962 (lr=2.5873e-05) (hash(x)=15232839)
|
| 840 |
+
804 train 7.668612 (lr=2.5722e-05) (hash(x)=13201125)
|
| 841 |
+
805 train 7.599872 (lr=2.5572e-05) (hash(x)=15206031)
|
| 842 |
+
806 train 7.594121 (lr=2.5423e-05) (hash(x)=12237999)
|
| 843 |
+
807 train 7.730491 (lr=2.5274e-05) (hash(x)=12121527)
|
| 844 |
+
808 train 7.706835 (lr=2.5125e-05) (hash(x)=14596430)
|
| 845 |
+
809 train 7.649389 (lr=2.4978e-05) (hash(x)=12401285)
|
| 846 |
+
810 train 7.453089 (lr=2.4830e-05) (hash(x)=13022136)
|
| 847 |
+
811 train 7.498416 (lr=2.4684e-05) (hash(x)=12535938)
|
| 848 |
+
812 train 7.328242 (lr=2.4538e-05) (hash(x)=14279137)
|
| 849 |
+
813 train 7.431974 (lr=2.4392e-05) (hash(x)=11242362)
|
| 850 |
+
814 train 7.343607 (lr=2.4247e-05) (hash(x)=11818848)
|
| 851 |
+
815 train 7.511794 (lr=2.4103e-05) (hash(x)=13461204)
|
| 852 |
+
816 train 7.505830 (lr=2.3959e-05) (hash(x)=13668560)
|
| 853 |
+
817 train 7.452927 (lr=2.3816e-05) (hash(x)=13281798)
|
| 854 |
+
818 train 7.520917 (lr=2.3674e-05) (hash(x)=11830904)
|
| 855 |
+
819 train 7.722205 (lr=2.3532e-05) (hash(x)=13139637)
|
| 856 |
+
820 train 7.371131 (lr=2.3391e-05) (hash(x)=11203468)
|
| 857 |
+
821 train 7.357336 (lr=2.3250e-05) (hash(x)=13854352)
|
| 858 |
+
822 train 7.340005 (lr=2.3110e-05) (hash(x)=8780793)
|
| 859 |
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823 train 7.442296 (lr=2.2971e-05) (hash(x)=12479097)
|
| 860 |
+
824 train 7.463956 (lr=2.2832e-05) (hash(x)=12998035)
|
| 861 |
+
825 train 7.318312 (lr=2.2694e-05) (hash(x)=12741634)
|
| 862 |
+
826 train 7.762304 (lr=2.2556e-05) (hash(x)=21787605)
|
| 863 |
+
827 train 8.981282 (lr=2.2420e-05) (hash(x)=13309670)
|
| 864 |
+
828 train 7.502049 (lr=2.2283e-05) (hash(x)=11263630)
|
| 865 |
+
829 train 7.452115 (lr=2.2148e-05) (hash(x)=11812959)
|
| 866 |
+
830 train 7.515888 (lr=2.2013e-05) (hash(x)=10212403)
|
| 867 |
+
831 train 7.299543 (lr=2.1878e-05) (hash(x)=13759175)
|
| 868 |
+
832 train 7.490246 (lr=2.1745e-05) (hash(x)=10802273)
|
| 869 |
+
833 train 7.446640 (lr=2.1612e-05) (hash(x)=12390919)
|
| 870 |
+
834 train 7.578722 (lr=2.1479e-05) (hash(x)=13862166)
|
| 871 |
+
835 train 7.902967 (lr=2.1347e-05) (hash(x)=14417261)
|
| 872 |
+
836 train 7.489747 (lr=2.1216e-05) (hash(x)=12063172)
|
| 873 |
+
837 train 7.507782 (lr=2.1086e-05) (hash(x)=13350903)
|
| 874 |
+
838 train 7.349777 (lr=2.0956e-05) (hash(x)=12052329)
|
| 875 |
+
839 train 7.491135 (lr=2.0827e-05) (hash(x)=13854240)
|
| 876 |
+
840 train 7.411604 (lr=2.0698e-05) (hash(x)=10211543)
|
| 877 |
+
841 train 7.925263 (lr=2.0570e-05) (hash(x)=13510491)
|
| 878 |
+
842 train 7.341300 (lr=2.0443e-05) (hash(x)=10850957)
|
| 879 |
+
843 train 7.669669 (lr=2.0317e-05) (hash(x)=12890682)
|
| 880 |
+
844 train 7.467903 (lr=2.0191e-05) (hash(x)=11487746)
|
| 881 |
+
845 train 7.460831 (lr=2.0066e-05) (hash(x)=12185495)
|
| 882 |
+
846 train 7.948375 (lr=1.9941e-05) (hash(x)=12270540)
|
| 883 |
+
847 train 7.280085 (lr=1.9818e-05) (hash(x)=12600677)
|
| 884 |
+
848 train 7.630289 (lr=1.9694e-05) (hash(x)=12216705)
|
| 885 |
+
849 train 7.686987 (lr=1.9572e-05) (hash(x)=13041967)
|
| 886 |
+
850 val loss 7.4837
|
| 887 |
+
850 val perplexity 1778.7335
|
| 888 |
+
850 train 7.561824 (lr=1.9450e-05) (hash(x)=11046862)
|
| 889 |
+
851 train 7.455768 (lr=1.9329e-05) (hash(x)=10171528)
|
| 890 |
+
852 train 7.510191 (lr=1.9209e-05) (hash(x)=14053180)
|
| 891 |
+
853 train 7.483024 (lr=1.9089e-05) (hash(x)=10640767)
|
| 892 |
+
854 train 7.695465 (lr=1.8970e-05) (hash(x)=11657858)
|
| 893 |
+
855 train 7.506225 (lr=1.8852e-05) (hash(x)=13458171)
|
| 894 |
+
856 train 7.535892 (lr=1.8734e-05) (hash(x)=13938760)
|
| 895 |
+
857 train 7.196707 (lr=1.8618e-05) (hash(x)=11457792)
|
| 896 |
+
858 train 7.355162 (lr=1.8501e-05) (hash(x)=11314545)
|
| 897 |
+
859 train 7.568974 (lr=1.8386e-05) (hash(x)=13471569)
|
| 898 |
+
860 train 7.769083 (lr=1.8271e-05) (hash(x)=13344126)
|
| 899 |
+
861 train 7.739677 (lr=1.8157e-05) (hash(x)=15321414)
|
| 900 |
+
862 train 7.625020 (lr=1.8044e-05) (hash(x)=13913131)
|
| 901 |
+
863 train 7.523155 (lr=1.7931e-05) (hash(x)=11813286)
|
| 902 |
+
864 train 7.313213 (lr=1.7819e-05) (hash(x)=11185187)
|
| 903 |
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865 train 7.444724 (lr=1.7708e-05) (hash(x)=12763755)
|
| 904 |
+
866 train 7.633044 (lr=1.7598e-05) (hash(x)=13912574)
|
| 905 |
+
867 train 7.507348 (lr=1.7488e-05) (hash(x)=10811811)
|
| 906 |
+
868 train 7.412333 (lr=1.7379e-05) (hash(x)=12611213)
|
| 907 |
+
869 train 7.417366 (lr=1.7271e-05) (hash(x)=9411122)
|
| 908 |
+
870 train 7.335207 (lr=1.7163e-05) (hash(x)=10049759)
|
| 909 |
+
871 train 7.441987 (lr=1.7056e-05) (hash(x)=12462956)
|
| 910 |
+
872 train 7.409105 (lr=1.6950e-05) (hash(x)=14589867)
|
| 911 |
+
873 train 7.532036 (lr=1.6845e-05) (hash(x)=12764015)
|
| 912 |
+
874 train 7.924270 (lr=1.6740e-05) (hash(x)=16357780)
|
| 913 |
+
875 train 7.408873 (lr=1.6636e-05) (hash(x)=13306710)
|
| 914 |
+
876 train 7.403541 (lr=1.6533e-05) (hash(x)=12575134)
|
| 915 |
+
877 train 7.330746 (lr=1.6431e-05) (hash(x)=12243473)
|
| 916 |
+
878 train 7.646022 (lr=1.6329e-05) (hash(x)=13985094)
|
| 917 |
+
879 train 7.401456 (lr=1.6228e-05) (hash(x)=10772649)
|
| 918 |
+
880 train 7.430405 (lr=1.6128e-05) (hash(x)=11206603)
|
| 919 |
+
881 train 7.298787 (lr=1.6029e-05) (hash(x)=15248203)
|
| 920 |
+
882 train 7.330988 (lr=1.5930e-05) (hash(x)=12324342)
|
| 921 |
+
883 train 7.297102 (lr=1.5832e-05) (hash(x)=14886975)
|
| 922 |
+
884 train 7.375770 (lr=1.5735e-05) (hash(x)=8601995)
|
| 923 |
+
885 train 7.403505 (lr=1.5639e-05) (hash(x)=10539754)
|
| 924 |
+
886 train 7.413294 (lr=1.5543e-05) (hash(x)=12118155)
|
| 925 |
+
887 train 7.442027 (lr=1.5449e-05) (hash(x)=12534460)
|
| 926 |
+
888 train 7.436259 (lr=1.5354e-05) (hash(x)=12258537)
|
| 927 |
+
889 train 7.200191 (lr=1.5261e-05) (hash(x)=11540156)
|
| 928 |
+
890 train 7.123234 (lr=1.5169e-05) (hash(x)=12248185)
|
| 929 |
+
891 train 7.324625 (lr=1.5077e-05) (hash(x)=11701258)
|
| 930 |
+
892 train 7.346245 (lr=1.4986e-05) (hash(x)=14024542)
|
| 931 |
+
893 train 7.553559 (lr=1.4896e-05) (hash(x)=13548749)
|
| 932 |
+
894 train 7.412991 (lr=1.4806e-05) (hash(x)=12754768)
|
| 933 |
+
895 train 7.638433 (lr=1.4718e-05) (hash(x)=13546394)
|
| 934 |
+
896 train 7.371797 (lr=1.4630e-05) (hash(x)=12812375)
|
| 935 |
+
897 train 7.444770 (lr=1.4543e-05) (hash(x)=13046479)
|
| 936 |
+
898 train 7.424682 (lr=1.4456e-05) (hash(x)=13611076)
|
| 937 |
+
899 train 7.591202 (lr=1.4371e-05) (hash(x)=12655917)
|
| 938 |
+
900 val loss 7.4754
|
| 939 |
+
900 val perplexity 1764.0618
|
| 940 |
+
900 train 7.302180 (lr=1.4286e-05) (hash(x)=12645297)
|
| 941 |
+
901 train 7.198061 (lr=1.4202e-05) (hash(x)=10602039)
|
| 942 |
+
902 train 7.439192 (lr=1.4119e-05) (hash(x)=12170417)
|
| 943 |
+
903 train 7.358510 (lr=1.4037e-05) (hash(x)=12289584)
|
| 944 |
+
904 train 7.470107 (lr=1.3955e-05) (hash(x)=14024020)
|
| 945 |
+
905 train 7.490527 (lr=1.3874e-05) (hash(x)=12105301)
|
| 946 |
+
906 train 7.376677 (lr=1.3794e-05) (hash(x)=12240359)
|
| 947 |
+
907 train 7.377388 (lr=1.3715e-05) (hash(x)=11593067)
|
| 948 |
+
908 train 7.380885 (lr=1.3637e-05) (hash(x)=14711937)
|
| 949 |
+
909 train 7.565232 (lr=1.3559e-05) (hash(x)=13061011)
|
| 950 |
+
910 train 7.500811 (lr=1.3482e-05) (hash(x)=12716767)
|
| 951 |
+
911 train 7.488361 (lr=1.3407e-05) (hash(x)=13707506)
|
| 952 |
+
912 train 7.578167 (lr=1.3331e-05) (hash(x)=13105180)
|
| 953 |
+
913 train 7.525228 (lr=1.3257e-05) (hash(x)=11745344)
|
| 954 |
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914 train 7.452977 (lr=1.3183e-05) (hash(x)=13991242)
|
| 955 |
+
915 train 7.476472 (lr=1.3111e-05) (hash(x)=13382803)
|
| 956 |
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916 train 7.457714 (lr=1.3039e-05) (hash(x)=12091242)
|
| 957 |
+
917 train 7.472045 (lr=1.2968e-05) (hash(x)=10951259)
|
| 958 |
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918 train 7.357666 (lr=1.2897e-05) (hash(x)=10199997)
|
| 959 |
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919 train 7.509995 (lr=1.2828e-05) (hash(x)=15784201)
|
| 960 |
+
920 train 7.417946 (lr=1.2759e-05) (hash(x)=15638908)
|
| 961 |
+
921 train 7.605275 (lr=1.2691e-05) (hash(x)=13413178)
|
| 962 |
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922 train 7.251301 (lr=1.2624e-05) (hash(x)=9216051)
|
| 963 |
+
923 train 7.441329 (lr=1.2558e-05) (hash(x)=14569416)
|
| 964 |
+
924 train 7.553414 (lr=1.2493e-05) (hash(x)=15382648)
|
| 965 |
+
925 train 7.198500 (lr=1.2428e-05) (hash(x)=10369396)
|
| 966 |
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926 train 7.599597 (lr=1.2364e-05) (hash(x)=12649047)
|
| 967 |
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927 train 7.542346 (lr=1.2301e-05) (hash(x)=12612709)
|
| 968 |
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928 train 7.430590 (lr=1.2239e-05) (hash(x)=11845067)
|
| 969 |
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929 train 7.599106 (lr=1.2178e-05) (hash(x)=12196831)
|
| 970 |
+
930 train 7.370264 (lr=1.2118e-05) (hash(x)=14433763)
|
| 971 |
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931 train 7.496485 (lr=1.2058e-05) (hash(x)=13603725)
|
| 972 |
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932 train 7.378687 (lr=1.1999e-05) (hash(x)=10399699)
|
| 973 |
+
933 train 7.341935 (lr=1.1941e-05) (hash(x)=12426620)
|
| 974 |
+
934 train 7.989953 (lr=1.1884e-05) (hash(x)=14426514)
|
| 975 |
+
935 train 7.671075 (lr=1.1828e-05) (hash(x)=13034137)
|
| 976 |
+
936 train 7.617053 (lr=1.1772e-05) (hash(x)=13040891)
|
| 977 |
+
937 train 7.420403 (lr=1.1718e-05) (hash(x)=10501727)
|
| 978 |
+
938 train 7.428925 (lr=1.1664e-05) (hash(x)=12854212)
|
| 979 |
+
939 train 7.405536 (lr=1.1611e-05) (hash(x)=13569897)
|
| 980 |
+
940 train 7.632082 (lr=1.1559e-05) (hash(x)=12303031)
|
| 981 |
+
941 train 7.408529 (lr=1.1508e-05) (hash(x)=10398118)
|
| 982 |
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942 train 7.516870 (lr=1.1457e-05) (hash(x)=11150447)
|
| 983 |
+
943 train 7.415589 (lr=1.1408e-05) (hash(x)=11379182)
|
| 984 |
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944 train 7.493505 (lr=1.1359e-05) (hash(x)=10606523)
|
| 985 |
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945 train 7.484025 (lr=1.1311e-05) (hash(x)=9972768)
|
| 986 |
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946 train 7.342205 (lr=1.1264e-05) (hash(x)=13421904)
|
| 987 |
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947 train 7.611030 (lr=1.1218e-05) (hash(x)=10772043)
|
| 988 |
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948 train 7.421130 (lr=1.1173e-05) (hash(x)=13125366)
|
| 989 |
+
949 train 7.347414 (lr=1.1128e-05) (hash(x)=11453247)
|
| 990 |
+
950 val loss 7.4705
|
| 991 |
+
950 val perplexity 1755.4825
|
| 992 |
+
950 train 7.446085 (lr=1.1085e-05) (hash(x)=11647755)
|
| 993 |
+
951 train 7.457398 (lr=1.1042e-05) (hash(x)=13194257)
|
| 994 |
+
952 train 7.441273 (lr=1.1000e-05) (hash(x)=13526683)
|
| 995 |
+
953 train 7.330533 (lr=1.0959e-05) (hash(x)=13336861)
|
| 996 |
+
954 train 7.475265 (lr=1.0919e-05) (hash(x)=15214866)
|
| 997 |
+
955 train 7.407276 (lr=1.0879e-05) (hash(x)=11410706)
|
| 998 |
+
956 train 7.200205 (lr=1.0841e-05) (hash(x)=11295935)
|
| 999 |
+
957 train 7.262398 (lr=1.0803e-05) (hash(x)=14280695)
|
| 1000 |
+
958 train 7.347809 (lr=1.0766e-05) (hash(x)=11275747)
|
| 1001 |
+
959 train 7.235084 (lr=1.0730e-05) (hash(x)=12234355)
|
| 1002 |
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960 train 7.880729 (lr=1.0695e-05) (hash(x)=13772206)
|
| 1003 |
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961 train 7.417648 (lr=1.0661e-05) (hash(x)=11419225)
|
| 1004 |
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962 train 7.529213 (lr=1.0628e-05) (hash(x)=14411675)
|
| 1005 |
+
963 train 7.310859 (lr=1.0595e-05) (hash(x)=13227893)
|
| 1006 |
+
964 train 7.633803 (lr=1.0563e-05) (hash(x)=12339321)
|
| 1007 |
+
965 train 7.682081 (lr=1.0533e-05) (hash(x)=11841994)
|
| 1008 |
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966 train 7.261723 (lr=1.0503e-05) (hash(x)=10965980)
|
| 1009 |
+
967 train 7.308535 (lr=1.0474e-05) (hash(x)=11006832)
|
| 1010 |
+
968 train 7.433401 (lr=1.0445e-05) (hash(x)=11051445)
|
| 1011 |
+
969 train 7.216193 (lr=1.0418e-05) (hash(x)=11812481)
|
| 1012 |
+
970 train 7.364482 (lr=1.0391e-05) (hash(x)=13683659)
|
| 1013 |
+
971 train 7.509920 (lr=1.0366e-05) (hash(x)=10942327)
|
| 1014 |
+
972 train 7.338023 (lr=1.0341e-05) (hash(x)=9109755)
|
| 1015 |
+
973 train 7.382717 (lr=1.0317e-05) (hash(x)=13048572)
|
| 1016 |
+
974 train 7.270310 (lr=1.0294e-05) (hash(x)=9536519)
|
| 1017 |
+
975 train 7.163351 (lr=1.0272e-05) (hash(x)=11307988)
|
| 1018 |
+
976 train 7.378426 (lr=1.0251e-05) (hash(x)=11999078)
|
| 1019 |
+
977 train 7.302054 (lr=1.0230e-05) (hash(x)=10678624)
|
| 1020 |
+
978 train 7.535415 (lr=1.0211e-05) (hash(x)=12141167)
|
| 1021 |
+
979 train 7.276427 (lr=1.0192e-05) (hash(x)=11990825)
|
| 1022 |
+
980 train 7.335519 (lr=1.0174e-05) (hash(x)=12744639)
|
| 1023 |
+
981 train 7.266788 (lr=1.0157e-05) (hash(x)=11321271)
|
| 1024 |
+
982 train 7.485752 (lr=1.0141e-05) (hash(x)=18407440)
|
| 1025 |
+
983 train 7.464877 (lr=1.0126e-05) (hash(x)=11230858)
|
| 1026 |
+
984 train 7.356620 (lr=1.0111e-05) (hash(x)=11111338)
|
| 1027 |
+
985 train 7.269953 (lr=1.0098e-05) (hash(x)=11886513)
|
| 1028 |
+
986 train 7.496714 (lr=1.0085e-05) (hash(x)=15696837)
|
| 1029 |
+
987 train 7.631768 (lr=1.0074e-05) (hash(x)=13052292)
|
| 1030 |
+
988 train 7.287791 (lr=1.0063e-05) (hash(x)=10686162)
|
| 1031 |
+
989 train 7.006116 (lr=1.0053e-05) (hash(x)=10598277)
|
| 1032 |
+
990 train 7.724509 (lr=1.0044e-05) (hash(x)=13240516)
|
| 1033 |
+
991 train 7.509223 (lr=1.0035e-05) (hash(x)=13337837)
|
| 1034 |
+
992 train 7.589272 (lr=1.0028e-05) (hash(x)=12010843)
|
| 1035 |
+
993 train 7.515950 (lr=1.0021e-05) (hash(x)=12914018)
|
| 1036 |
+
994 train 7.628997 (lr=1.0016e-05) (hash(x)=10815854)
|
| 1037 |
+
995 train 7.707650 (lr=1.0011e-05) (hash(x)=13648351)
|
| 1038 |
+
996 train 7.479869 (lr=1.0007e-05) (hash(x)=10424425)
|
| 1039 |
+
997 train 7.622347 (lr=1.0004e-05) (hash(x)=11819798)
|
| 1040 |
+
998 train 7.260644 (lr=1.0002e-05) (hash(x)=9746910)
|
| 1041 |
+
999 val loss 7.4648
|
| 1042 |
+
999 val perplexity 1745.5603
|
| 1043 |
+
999 train 7.243228 (lr=1.0000e-05) (hash(x)=8133784)
|
lr1e-4_total_batch_size20480_seq_len256/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d03ce4dcf540f4bc84332b26db48dd4bd3d1853bbb9b91ca302e0c136413f23f
|
| 3 |
+
size 38587970
|
lr1e-4_total_batch_size20480_seq_len256/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b1f0d8cb2f08241858fdc5f0fe43f43f11eefdf736171db133cd7044e6a2fa1d
|
| 3 |
+
size 70895430
|