Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size10240_seq_len1024/args.json +1 -0
- lr1e-4_total_batch_size10240_seq_len1024/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size10240_seq_len1024/log2.txt +1043 -0
- lr1e-4_total_batch_size10240_seq_len1024/model_00999.pt +3 -0
- lr1e-4_total_batch_size10240_seq_len1024/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size10240_seq_len1024/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size10240_seq_len1024", "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": 1024, "batch_size": null, "total_batch_size": 10240, "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_size10240_seq_len1024/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3b9fd0bfa27ab267155e5ae2bb7e7ccf3640df9cfec6890472ce93f6d886a52e
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size 964
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lr1e-4_total_batch_size10240_seq_len1024/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7486
|
| 3 |
+
0 val perplexity 126579.2500
|
| 4 |
+
0 train 11.752059 (lr=3.4965e-07) (hash(x)=49261872)
|
| 5 |
+
1 train 11.749063 (lr=6.9930e-07) (hash(x)=57833283)
|
| 6 |
+
2 train 11.757311 (lr=1.0490e-06) (hash(x)=51469900)
|
| 7 |
+
3 train 11.707736 (lr=1.3986e-06) (hash(x)=52769534)
|
| 8 |
+
4 train 11.743955 (lr=1.7483e-06) (hash(x)=48296575)
|
| 9 |
+
5 train 11.734865 (lr=2.0979e-06) (hash(x)=50373191)
|
| 10 |
+
6 train 11.760165 (lr=2.4476e-06) (hash(x)=51583947)
|
| 11 |
+
7 train 11.734324 (lr=2.7972e-06) (hash(x)=48487754)
|
| 12 |
+
8 train 11.728084 (lr=3.1469e-06) (hash(x)=54502191)
|
| 13 |
+
9 train 11.745715 (lr=3.4965e-06) (hash(x)=47781406)
|
| 14 |
+
10 train 11.735178 (lr=3.8462e-06) (hash(x)=53817479)
|
| 15 |
+
11 train 11.690192 (lr=4.1958e-06) (hash(x)=48658307)
|
| 16 |
+
12 train 11.727763 (lr=4.5455e-06) (hash(x)=56467437)
|
| 17 |
+
13 train 11.727351 (lr=4.8951e-06) (hash(x)=42956464)
|
| 18 |
+
14 train 11.728564 (lr=5.2448e-06) (hash(x)=50465744)
|
| 19 |
+
15 train 11.690876 (lr=5.5944e-06) (hash(x)=50106566)
|
| 20 |
+
16 train 11.653931 (lr=5.9441e-06) (hash(x)=57533378)
|
| 21 |
+
17 train 11.691808 (lr=6.2937e-06) (hash(x)=50260247)
|
| 22 |
+
18 train 11.684580 (lr=6.6434e-06) (hash(x)=51106171)
|
| 23 |
+
19 train 11.646943 (lr=6.9930e-06) (hash(x)=45839663)
|
| 24 |
+
20 train 11.620096 (lr=7.3427e-06) (hash(x)=50479757)
|
| 25 |
+
21 train 11.627672 (lr=7.6923e-06) (hash(x)=54489985)
|
| 26 |
+
22 train 11.612410 (lr=8.0420e-06) (hash(x)=52601470)
|
| 27 |
+
23 train 11.615122 (lr=8.3916e-06) (hash(x)=50770821)
|
| 28 |
+
24 train 11.591175 (lr=8.7413e-06) (hash(x)=48459756)
|
| 29 |
+
25 train 11.562224 (lr=9.0909e-06) (hash(x)=49416075)
|
| 30 |
+
26 train 11.566208 (lr=9.4406e-06) (hash(x)=51191917)
|
| 31 |
+
27 train 11.570426 (lr=9.7902e-06) (hash(x)=52323135)
|
| 32 |
+
28 train 11.534632 (lr=1.0140e-05) (hash(x)=47323142)
|
| 33 |
+
29 train 11.561912 (lr=1.0490e-05) (hash(x)=53922434)
|
| 34 |
+
30 train 11.529024 (lr=1.0839e-05) (hash(x)=46277237)
|
| 35 |
+
31 train 11.465873 (lr=1.1189e-05) (hash(x)=50183213)
|
| 36 |
+
32 train 11.443418 (lr=1.1538e-05) (hash(x)=49300734)
|
| 37 |
+
33 train 11.468081 (lr=1.1888e-05) (hash(x)=52003225)
|
| 38 |
+
34 train 11.436772 (lr=1.2238e-05) (hash(x)=52058527)
|
| 39 |
+
35 train 11.414644 (lr=1.2587e-05) (hash(x)=56845779)
|
| 40 |
+
36 train 11.389026 (lr=1.2937e-05) (hash(x)=53027784)
|
| 41 |
+
37 train 11.364678 (lr=1.3287e-05) (hash(x)=55034939)
|
| 42 |
+
38 train 11.336169 (lr=1.3636e-05) (hash(x)=55634780)
|
| 43 |
+
39 train 11.359215 (lr=1.3986e-05) (hash(x)=52671072)
|
| 44 |
+
40 train 11.329524 (lr=1.4336e-05) (hash(x)=46158462)
|
| 45 |
+
41 train 11.302370 (lr=1.4685e-05) (hash(x)=46979552)
|
| 46 |
+
42 train 11.304674 (lr=1.5035e-05) (hash(x)=53668921)
|
| 47 |
+
43 train 11.265863 (lr=1.5385e-05) (hash(x)=52068996)
|
| 48 |
+
44 train 11.237091 (lr=1.5734e-05) (hash(x)=49328499)
|
| 49 |
+
45 train 11.119827 (lr=1.6084e-05) (hash(x)=54071193)
|
| 50 |
+
46 train 11.125580 (lr=1.6434e-05) (hash(x)=50573962)
|
| 51 |
+
47 train 11.159789 (lr=1.6783e-05) (hash(x)=47640895)
|
| 52 |
+
48 train 11.170653 (lr=1.7133e-05) (hash(x)=52381297)
|
| 53 |
+
49 train 11.104982 (lr=1.7483e-05) (hash(x)=46150086)
|
| 54 |
+
50 val loss 11.0638
|
| 55 |
+
50 val perplexity 63821.3320
|
| 56 |
+
50 train 11.078732 (lr=1.7832e-05) (hash(x)=47852060)
|
| 57 |
+
51 train 11.031740 (lr=1.8182e-05) (hash(x)=45438450)
|
| 58 |
+
52 train 11.031905 (lr=1.8531e-05) (hash(x)=47030948)
|
| 59 |
+
53 train 10.928069 (lr=1.8881e-05) (hash(x)=44573591)
|
| 60 |
+
54 train 10.963228 (lr=1.9231e-05) (hash(x)=49868350)
|
| 61 |
+
55 train 11.028304 (lr=1.9580e-05) (hash(x)=62300690)
|
| 62 |
+
56 train 10.920276 (lr=1.9930e-05) (hash(x)=52900359)
|
| 63 |
+
57 train 10.900271 (lr=2.0280e-05) (hash(x)=50319996)
|
| 64 |
+
58 train 10.944350 (lr=2.0629e-05) (hash(x)=63972756)
|
| 65 |
+
59 train 10.805855 (lr=2.0979e-05) (hash(x)=54520776)
|
| 66 |
+
60 train 10.751052 (lr=2.1329e-05) (hash(x)=41677283)
|
| 67 |
+
61 train 10.761518 (lr=2.1678e-05) (hash(x)=44855848)
|
| 68 |
+
62 train 10.700194 (lr=2.2028e-05) (hash(x)=48794108)
|
| 69 |
+
63 train 10.728315 (lr=2.2378e-05) (hash(x)=54982586)
|
| 70 |
+
64 train 10.719250 (lr=2.2727e-05) (hash(x)=51251428)
|
| 71 |
+
65 train 10.736531 (lr=2.3077e-05) (hash(x)=50784472)
|
| 72 |
+
66 train 10.688812 (lr=2.3427e-05) (hash(x)=52402568)
|
| 73 |
+
67 train 10.530327 (lr=2.3776e-05) (hash(x)=50188334)
|
| 74 |
+
68 train 10.676181 (lr=2.4126e-05) (hash(x)=56568050)
|
| 75 |
+
69 train 10.580331 (lr=2.4476e-05) (hash(x)=50861237)
|
| 76 |
+
70 train 10.581285 (lr=2.4825e-05) (hash(x)=52123048)
|
| 77 |
+
71 train 10.588673 (lr=2.5175e-05) (hash(x)=60945351)
|
| 78 |
+
72 train 10.562842 (lr=2.5524e-05) (hash(x)=52352539)
|
| 79 |
+
73 train 10.638957 (lr=2.5874e-05) (hash(x)=56694638)
|
| 80 |
+
74 train 10.524961 (lr=2.6224e-05) (hash(x)=51084620)
|
| 81 |
+
75 train 10.615081 (lr=2.6573e-05) (hash(x)=58412625)
|
| 82 |
+
76 train 10.530808 (lr=2.6923e-05) (hash(x)=56756916)
|
| 83 |
+
77 train 10.535865 (lr=2.7273e-05) (hash(x)=50750450)
|
| 84 |
+
78 train 10.505095 (lr=2.7622e-05) (hash(x)=49918759)
|
| 85 |
+
79 train 10.593051 (lr=2.7972e-05) (hash(x)=51819337)
|
| 86 |
+
80 train 10.430758 (lr=2.8322e-05) (hash(x)=46506057)
|
| 87 |
+
81 train 10.429204 (lr=2.8671e-05) (hash(x)=48267882)
|
| 88 |
+
82 train 10.432565 (lr=2.9021e-05) (hash(x)=52004910)
|
| 89 |
+
83 train 10.384971 (lr=2.9371e-05) (hash(x)=52889428)
|
| 90 |
+
84 train 10.326497 (lr=2.9720e-05) (hash(x)=44915533)
|
| 91 |
+
85 train 10.311108 (lr=3.0070e-05) (hash(x)=49536098)
|
| 92 |
+
86 train 10.385897 (lr=3.0420e-05) (hash(x)=50097275)
|
| 93 |
+
87 train 10.350885 (lr=3.0769e-05) (hash(x)=50686547)
|
| 94 |
+
88 train 10.375159 (lr=3.1119e-05) (hash(x)=49463715)
|
| 95 |
+
89 train 10.346013 (lr=3.1469e-05) (hash(x)=50818630)
|
| 96 |
+
90 train 10.307083 (lr=3.1818e-05) (hash(x)=47363971)
|
| 97 |
+
91 train 10.338363 (lr=3.2168e-05) (hash(x)=49697510)
|
| 98 |
+
92 train 10.275852 (lr=3.2517e-05) (hash(x)=51247734)
|
| 99 |
+
93 train 10.332953 (lr=3.2867e-05) (hash(x)=53436760)
|
| 100 |
+
94 train 10.290838 (lr=3.3217e-05) (hash(x)=42551739)
|
| 101 |
+
95 train 10.313580 (lr=3.3566e-05) (hash(x)=46807632)
|
| 102 |
+
96 train 10.290268 (lr=3.3916e-05) (hash(x)=52261514)
|
| 103 |
+
97 train 10.367702 (lr=3.4266e-05) (hash(x)=54016065)
|
| 104 |
+
98 train 10.411796 (lr=3.4615e-05) (hash(x)=54782473)
|
| 105 |
+
99 train 10.439738 (lr=3.4965e-05) (hash(x)=57723080)
|
| 106 |
+
100 val loss 10.3006
|
| 107 |
+
100 val perplexity 29750.6074
|
| 108 |
+
100 train 10.379817 (lr=3.5315e-05) (hash(x)=49355093)
|
| 109 |
+
101 train 10.213956 (lr=3.5664e-05) (hash(x)=53422909)
|
| 110 |
+
102 train 10.341072 (lr=3.6014e-05) (hash(x)=51486849)
|
| 111 |
+
103 train 10.354255 (lr=3.6364e-05) (hash(x)=48459663)
|
| 112 |
+
104 train 10.289363 (lr=3.6713e-05) (hash(x)=51698063)
|
| 113 |
+
105 train 10.234508 (lr=3.7063e-05) (hash(x)=48794753)
|
| 114 |
+
106 train 10.249657 (lr=3.7413e-05) (hash(x)=44825422)
|
| 115 |
+
107 train 10.282411 (lr=3.7762e-05) (hash(x)=47148322)
|
| 116 |
+
108 train 10.352004 (lr=3.8112e-05) (hash(x)=49279091)
|
| 117 |
+
109 train 10.259987 (lr=3.8462e-05) (hash(x)=52460055)
|
| 118 |
+
110 train 10.284278 (lr=3.8811e-05) (hash(x)=46749333)
|
| 119 |
+
111 train 10.265469 (lr=3.9161e-05) (hash(x)=45337189)
|
| 120 |
+
112 train 10.169753 (lr=3.9510e-05) (hash(x)=49845142)
|
| 121 |
+
113 train 10.276927 (lr=3.9860e-05) (hash(x)=50930055)
|
| 122 |
+
114 train 10.178627 (lr=4.0210e-05) (hash(x)=50684591)
|
| 123 |
+
115 train 10.255511 (lr=4.0559e-05) (hash(x)=42125704)
|
| 124 |
+
116 train 10.075107 (lr=4.0909e-05) (hash(x)=41912026)
|
| 125 |
+
117 train 10.080246 (lr=4.1259e-05) (hash(x)=49174011)
|
| 126 |
+
118 train 10.195078 (lr=4.1608e-05) (hash(x)=49497097)
|
| 127 |
+
119 train 10.161194 (lr=4.1958e-05) (hash(x)=50618057)
|
| 128 |
+
120 train 10.176349 (lr=4.2308e-05) (hash(x)=59453505)
|
| 129 |
+
121 train 10.244926 (lr=4.2657e-05) (hash(x)=52423338)
|
| 130 |
+
122 train 10.171401 (lr=4.3007e-05) (hash(x)=53802843)
|
| 131 |
+
123 train 10.170405 (lr=4.3357e-05) (hash(x)=51754551)
|
| 132 |
+
124 train 10.257604 (lr=4.3706e-05) (hash(x)=51856340)
|
| 133 |
+
125 train 10.216125 (lr=4.4056e-05) (hash(x)=47059587)
|
| 134 |
+
126 train 10.068848 (lr=4.4406e-05) (hash(x)=51793651)
|
| 135 |
+
127 train 10.096539 (lr=4.4755e-05) (hash(x)=52187435)
|
| 136 |
+
128 train 10.100333 (lr=4.5105e-05) (hash(x)=54885326)
|
| 137 |
+
129 train 10.157353 (lr=4.5455e-05) (hash(x)=50919108)
|
| 138 |
+
130 train 10.180940 (lr=4.5804e-05) (hash(x)=54468731)
|
| 139 |
+
131 train 10.088813 (lr=4.6154e-05) (hash(x)=51831972)
|
| 140 |
+
132 train 10.061813 (lr=4.6503e-05) (hash(x)=48609553)
|
| 141 |
+
133 train 10.084247 (lr=4.6853e-05) (hash(x)=49049513)
|
| 142 |
+
134 train 10.033011 (lr=4.7203e-05) (hash(x)=51951796)
|
| 143 |
+
135 train 9.802541 (lr=4.7552e-05) (hash(x)=56443459)
|
| 144 |
+
136 train 10.081003 (lr=4.7902e-05) (hash(x)=47261375)
|
| 145 |
+
137 train 10.150689 (lr=4.8252e-05) (hash(x)=54156964)
|
| 146 |
+
138 train 10.207404 (lr=4.8601e-05) (hash(x)=55621436)
|
| 147 |
+
139 train 10.106061 (lr=4.8951e-05) (hash(x)=54578790)
|
| 148 |
+
140 train 10.054338 (lr=4.9301e-05) (hash(x)=46178169)
|
| 149 |
+
141 train 9.997040 (lr=4.9650e-05) (hash(x)=52813407)
|
| 150 |
+
142 train 9.997985 (lr=5.0000e-05) (hash(x)=55046177)
|
| 151 |
+
143 train 10.062449 (lr=5.0350e-05) (hash(x)=45098704)
|
| 152 |
+
144 train 10.073506 (lr=5.0699e-05) (hash(x)=45895117)
|
| 153 |
+
145 train 10.027283 (lr=5.1049e-05) (hash(x)=42452493)
|
| 154 |
+
146 train 10.038409 (lr=5.1399e-05) (hash(x)=50633976)
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147 train 10.036118 (lr=5.1748e-05) (hash(x)=45655812)
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148 train 9.971221 (lr=5.2098e-05) (hash(x)=47272687)
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149 train 10.007463 (lr=5.2448e-05) (hash(x)=45415908)
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150 val loss 10.0021
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150 val perplexity 22071.7383
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150 train 10.312955 (lr=5.2797e-05) (hash(x)=63111643)
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151 train 9.903798 (lr=5.3147e-05) (hash(x)=49436419)
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152 train 10.026584 (lr=5.3497e-05) (hash(x)=52633828)
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153 train 10.069984 (lr=5.3846e-05) (hash(x)=48033921)
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154 train 10.029150 (lr=5.4196e-05) (hash(x)=54348904)
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155 train 10.044086 (lr=5.4545e-05) (hash(x)=56987876)
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156 train 9.982650 (lr=5.4895e-05) (hash(x)=50155518)
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157 train 9.925389 (lr=5.5245e-05) (hash(x)=48024575)
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158 train 9.937182 (lr=5.5594e-05) (hash(x)=53059532)
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159 train 9.906391 (lr=5.5944e-05) (hash(x)=48339908)
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160 train 9.916343 (lr=5.6294e-05) (hash(x)=48990896)
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161 train 9.865720 (lr=5.6643e-05) (hash(x)=53135323)
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162 train 9.843231 (lr=5.6993e-05) (hash(x)=52351650)
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163 train 9.909871 (lr=5.7343e-05) (hash(x)=46142231)
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164 train 9.930681 (lr=5.7692e-05) (hash(x)=40473173)
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165 train 9.866372 (lr=5.8042e-05) (hash(x)=41898441)
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166 train 9.980217 (lr=5.8392e-05) (hash(x)=53594433)
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168 train 9.938109 (lr=5.9091e-05) (hash(x)=43863543)
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170 train 9.940963 (lr=5.9790e-05) (hash(x)=47276630)
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172 train 9.852020 (lr=6.0490e-05) (hash(x)=53372103)
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180 train 9.755355 (lr=6.3287e-05) (hash(x)=47228528)
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182 train 9.856186 (lr=6.3986e-05) (hash(x)=54444263)
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183 train 9.802772 (lr=6.4336e-05) (hash(x)=52802882)
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184 train 9.752012 (lr=6.4685e-05) (hash(x)=49970100)
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185 train 9.826804 (lr=6.5035e-05) (hash(x)=45185272)
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186 train 9.734459 (lr=6.5385e-05) (hash(x)=48064569)
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187 train 9.848223 (lr=6.5734e-05) (hash(x)=49146692)
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188 train 9.823517 (lr=6.6084e-05) (hash(x)=52836857)
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189 train 9.642829 (lr=6.6434e-05) (hash(x)=52690444)
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190 train 9.749191 (lr=6.6783e-05) (hash(x)=53043440)
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191 train 9.745676 (lr=6.7133e-05) (hash(x)=45627699)
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192 train 9.776206 (lr=6.7483e-05) (hash(x)=50337632)
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193 train 9.769264 (lr=6.7832e-05) (hash(x)=50636707)
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194 train 9.568782 (lr=6.8182e-05) (hash(x)=43415450)
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195 train 9.569918 (lr=6.8531e-05) (hash(x)=44771118)
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196 train 9.613774 (lr=6.8881e-05) (hash(x)=47474403)
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197 train 9.562140 (lr=6.9231e-05) (hash(x)=48109117)
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198 train 9.657481 (lr=6.9580e-05) (hash(x)=50752974)
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199 train 9.736411 (lr=6.9930e-05) (hash(x)=55122837)
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200 val loss 9.6704
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| 211 |
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200 val perplexity 15841.7549
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| 212 |
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200 train 9.599234 (lr=7.0280e-05) (hash(x)=49692660)
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201 train 9.822425 (lr=7.0629e-05) (hash(x)=58304741)
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202 train 9.636789 (lr=7.0979e-05) (hash(x)=51071912)
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203 train 9.662524 (lr=7.1329e-05) (hash(x)=48891446)
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204 train 9.710877 (lr=7.1678e-05) (hash(x)=51980344)
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205 train 9.538668 (lr=7.2028e-05) (hash(x)=46085486)
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206 train 9.630286 (lr=7.2378e-05) (hash(x)=50429471)
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207 train 9.644734 (lr=7.2727e-05) (hash(x)=50609171)
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208 train 9.557456 (lr=7.3077e-05) (hash(x)=56366529)
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209 train 9.669631 (lr=7.3427e-05) (hash(x)=44693623)
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210 train 9.655536 (lr=7.3776e-05) (hash(x)=52480393)
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211 train 9.609107 (lr=7.4126e-05) (hash(x)=45080235)
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212 train 9.569507 (lr=7.4476e-05) (hash(x)=47772363)
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213 train 9.451037 (lr=7.4825e-05) (hash(x)=46731794)
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214 train 9.553939 (lr=7.5175e-05) (hash(x)=44181238)
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215 train 9.598185 (lr=7.5524e-05) (hash(x)=46674118)
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216 train 9.425181 (lr=7.5874e-05) (hash(x)=49734489)
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217 train 9.549738 (lr=7.6224e-05) (hash(x)=46647221)
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218 train 9.442024 (lr=7.6573e-05) (hash(x)=53699708)
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219 train 9.519777 (lr=7.6923e-05) (hash(x)=51868493)
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220 train 9.491533 (lr=7.7273e-05) (hash(x)=49234242)
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221 train 9.532344 (lr=7.7622e-05) (hash(x)=52926855)
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222 train 9.430117 (lr=7.7972e-05) (hash(x)=48168200)
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223 train 9.468180 (lr=7.8322e-05) (hash(x)=50306555)
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224 train 9.396657 (lr=7.8671e-05) (hash(x)=47450495)
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225 train 9.402873 (lr=7.9021e-05) (hash(x)=47017597)
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226 train 9.383057 (lr=7.9371e-05) (hash(x)=45879487)
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227 train 9.400734 (lr=7.9720e-05) (hash(x)=45930697)
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228 train 9.539317 (lr=8.0070e-05) (hash(x)=51866248)
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229 train 9.445711 (lr=8.0420e-05) (hash(x)=55896424)
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230 train 9.455660 (lr=8.0769e-05) (hash(x)=49856927)
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231 train 9.369067 (lr=8.1119e-05) (hash(x)=50806347)
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232 train 9.435968 (lr=8.1469e-05) (hash(x)=48907697)
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233 train 9.407043 (lr=8.1818e-05) (hash(x)=53269239)
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234 train 9.490478 (lr=8.2168e-05) (hash(x)=58562988)
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235 train 9.311584 (lr=8.2517e-05) (hash(x)=50115446)
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236 train 9.370076 (lr=8.2867e-05) (hash(x)=39354357)
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237 train 9.415224 (lr=8.3217e-05) (hash(x)=53956776)
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238 train 9.249819 (lr=8.3566e-05) (hash(x)=49150615)
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239 train 9.315452 (lr=8.3916e-05) (hash(x)=51243947)
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240 train 9.414477 (lr=8.4266e-05) (hash(x)=54091498)
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241 train 9.253624 (lr=8.4615e-05) (hash(x)=55362900)
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242 train 9.318666 (lr=8.4965e-05) (hash(x)=49537560)
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243 train 9.182846 (lr=8.5315e-05) (hash(x)=34965283)
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244 train 9.235908 (lr=8.5664e-05) (hash(x)=43293134)
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245 train 9.234424 (lr=8.6014e-05) (hash(x)=52583594)
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246 train 9.304277 (lr=8.6364e-05) (hash(x)=50277570)
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247 train 9.176147 (lr=8.6713e-05) (hash(x)=53806649)
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248 train 9.210715 (lr=8.7063e-05) (hash(x)=48819401)
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249 train 9.170201 (lr=8.7413e-05) (hash(x)=51974675)
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250 val loss 9.1947
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| 263 |
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250 val perplexity 9844.8154
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| 264 |
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250 train 9.217349 (lr=8.7762e-05) (hash(x)=46284281)
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251 train 9.216488 (lr=8.8112e-05) (hash(x)=45810574)
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252 train 9.226006 (lr=8.8462e-05) (hash(x)=49217593)
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253 train 8.942690 (lr=8.8811e-05) (hash(x)=34273240)
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254 train 9.047447 (lr=8.9161e-05) (hash(x)=48362439)
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255 train 9.057227 (lr=8.9510e-05) (hash(x)=50536970)
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256 train 9.111984 (lr=8.9860e-05) (hash(x)=52438285)
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257 train 8.845273 (lr=9.0210e-05) (hash(x)=47843837)
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258 train 9.128763 (lr=9.0559e-05) (hash(x)=50928031)
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259 train 9.163085 (lr=9.0909e-05) (hash(x)=56940944)
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260 train 9.125155 (lr=9.1259e-05) (hash(x)=54715437)
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261 train 9.100197 (lr=9.1608e-05) (hash(x)=54162688)
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262 train 9.061078 (lr=9.1958e-05) (hash(x)=45398098)
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263 train 9.067197 (lr=9.2308e-05) (hash(x)=51669498)
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264 train 8.972820 (lr=9.2657e-05) (hash(x)=52890008)
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265 train 9.082358 (lr=9.3007e-05) (hash(x)=53020601)
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266 train 9.079623 (lr=9.3357e-05) (hash(x)=50728575)
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267 train 9.001111 (lr=9.3706e-05) (hash(x)=46315245)
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268 train 8.919011 (lr=9.4056e-05) (hash(x)=51700327)
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269 train 9.079071 (lr=9.4406e-05) (hash(x)=51422940)
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270 train 8.938221 (lr=9.4755e-05) (hash(x)=50079658)
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271 train 8.924780 (lr=9.5105e-05) (hash(x)=50610610)
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272 train 8.852625 (lr=9.5455e-05) (hash(x)=53349554)
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273 train 8.874093 (lr=9.5804e-05) (hash(x)=47220467)
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274 train 8.855607 (lr=9.6154e-05) (hash(x)=47059896)
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275 train 8.926280 (lr=9.6503e-05) (hash(x)=51478185)
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276 train 8.868791 (lr=9.6853e-05) (hash(x)=49910644)
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277 train 8.736941 (lr=9.7203e-05) (hash(x)=48930577)
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278 train 8.783195 (lr=9.7552e-05) (hash(x)=49020396)
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279 train 8.900206 (lr=9.7902e-05) (hash(x)=53701929)
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280 train 8.834047 (lr=9.8252e-05) (hash(x)=47184278)
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281 train 8.963490 (lr=9.8601e-05) (hash(x)=54410011)
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282 train 8.867006 (lr=9.8951e-05) (hash(x)=54549283)
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283 train 8.840093 (lr=9.9301e-05) (hash(x)=51021250)
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284 train 8.762712 (lr=9.9650e-05) (hash(x)=50272010)
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285 train 8.757231 (lr=1.0000e-04) (hash(x)=55817179)
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286 train 8.750861 (lr=1.0000e-04) (hash(x)=47596588)
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287 train 8.712130 (lr=1.0000e-04) (hash(x)=46930369)
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288 train 8.686503 (lr=9.9998e-05) (hash(x)=48874951)
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289 train 8.728017 (lr=9.9996e-05) (hash(x)=51147542)
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290 train 8.626772 (lr=9.9993e-05) (hash(x)=52125021)
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291 train 8.464854 (lr=9.9989e-05) (hash(x)=39405431)
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292 train 8.644427 (lr=9.9984e-05) (hash(x)=47289107)
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293 train 8.615517 (lr=9.9979e-05) (hash(x)=48536998)
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294 train 8.858381 (lr=9.9972e-05) (hash(x)=62523011)
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295 train 8.839559 (lr=9.9965e-05) (hash(x)=57476018)
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296 train 8.603618 (lr=9.9956e-05) (hash(x)=54119125)
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297 train 8.817293 (lr=9.9947e-05) (hash(x)=58950633)
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298 train 8.615675 (lr=9.9937e-05) (hash(x)=53212705)
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299 train 8.563722 (lr=9.9926e-05) (hash(x)=48315677)
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300 val loss 8.5515
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| 315 |
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300 val perplexity 5174.6353
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300 train 8.566295 (lr=9.9915e-05) (hash(x)=48622485)
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301 train 8.572163 (lr=9.9902e-05) (hash(x)=53677175)
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302 train 8.572646 (lr=9.9889e-05) (hash(x)=55167389)
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303 train 8.577269 (lr=9.9874e-05) (hash(x)=50199187)
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304 train 8.640165 (lr=9.9859e-05) (hash(x)=52896102)
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305 train 8.492141 (lr=9.9843e-05) (hash(x)=56596899)
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306 train 8.540364 (lr=9.9826e-05) (hash(x)=53062758)
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307 train 8.555486 (lr=9.9808e-05) (hash(x)=49586111)
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308 train 8.496590 (lr=9.9789e-05) (hash(x)=52369544)
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309 train 8.484304 (lr=9.9770e-05) (hash(x)=46819915)
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310 train 8.344594 (lr=9.9749e-05) (hash(x)=49293953)
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311 train 8.601306 (lr=9.9728e-05) (hash(x)=45949699)
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312 train 8.603287 (lr=9.9706e-05) (hash(x)=53515595)
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313 train 8.436904 (lr=9.9683e-05) (hash(x)=45515416)
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314 train 8.550052 (lr=9.9659e-05) (hash(x)=49455078)
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315 train 8.902791 (lr=9.9634e-05) (hash(x)=47334388)
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316 train 8.836808 (lr=9.9609e-05) (hash(x)=48654816)
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317 train 8.576250 (lr=9.9582e-05) (hash(x)=49474562)
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318 train 8.512582 (lr=9.9555e-05) (hash(x)=47371125)
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319 train 8.280191 (lr=9.9526e-05) (hash(x)=53294055)
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320 train 8.217039 (lr=9.9497e-05) (hash(x)=51679677)
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321 train 8.350601 (lr=9.9467e-05) (hash(x)=54082362)
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322 train 8.387424 (lr=9.9437e-05) (hash(x)=53670230)
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323 train 8.226344 (lr=9.9405e-05) (hash(x)=46499362)
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324 train 8.453465 (lr=9.9372e-05) (hash(x)=51843454)
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325 train 8.405087 (lr=9.9339e-05) (hash(x)=53531448)
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326 train 8.334021 (lr=9.9305e-05) (hash(x)=55684813)
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327 train 8.355392 (lr=9.9270e-05) (hash(x)=53097392)
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328 train 8.012247 (lr=9.9234e-05) (hash(x)=45277852)
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329 train 7.994800 (lr=9.9197e-05) (hash(x)=41633073)
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330 train 8.149121 (lr=9.9159e-05) (hash(x)=42914820)
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331 train 8.243296 (lr=9.9121e-05) (hash(x)=46479397)
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332 train 8.152773 (lr=9.9081e-05) (hash(x)=44391371)
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333 train 8.088024 (lr=9.9041e-05) (hash(x)=38977328)
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334 train 8.221487 (lr=9.9000e-05) (hash(x)=50758211)
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335 train 8.354858 (lr=9.8958e-05) (hash(x)=54479595)
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336 train 8.432354 (lr=9.8915e-05) (hash(x)=51411646)
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337 train 8.345534 (lr=9.8872e-05) (hash(x)=52103949)
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338 train 8.290290 (lr=9.8827e-05) (hash(x)=50550907)
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339 train 8.189072 (lr=9.8782e-05) (hash(x)=47738093)
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340 train 8.466667 (lr=9.8736e-05) (hash(x)=56998616)
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341 train 8.214229 (lr=9.8689e-05) (hash(x)=51395731)
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342 train 8.312585 (lr=9.8641e-05) (hash(x)=61530180)
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343 train 8.477888 (lr=9.8592e-05) (hash(x)=59006693)
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344 train 8.147644 (lr=9.8543e-05) (hash(x)=48594367)
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345 train 8.186057 (lr=9.8492e-05) (hash(x)=52545488)
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346 train 8.145518 (lr=9.8441e-05) (hash(x)=47376565)
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347 train 8.193451 (lr=9.8389e-05) (hash(x)=46312947)
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348 train 8.179934 (lr=9.8336e-05) (hash(x)=49325729)
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| 365 |
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349 train 8.204646 (lr=9.8282e-05) (hash(x)=51488924)
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350 val loss 8.1946
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| 367 |
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350 val perplexity 3621.5222
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| 368 |
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350 train 8.189511 (lr=9.8228e-05) (hash(x)=52194507)
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351 train 8.151454 (lr=9.8172e-05) (hash(x)=51396394)
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352 train 8.327136 (lr=9.8116e-05) (hash(x)=47730521)
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353 train 8.080447 (lr=9.8059e-05) (hash(x)=43705721)
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354 train 8.130113 (lr=9.8001e-05) (hash(x)=47078328)
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355 train 8.350009 (lr=9.7942e-05) (hash(x)=55830040)
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356 train 8.318402 (lr=9.7882e-05) (hash(x)=48559738)
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357 train 8.149508 (lr=9.7822e-05) (hash(x)=49340705)
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358 train 8.217707 (lr=9.7761e-05) (hash(x)=49635452)
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359 train 8.237566 (lr=9.7699e-05) (hash(x)=52098425)
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360 train 8.104035 (lr=9.7636e-05) (hash(x)=48852030)
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361 train 8.177330 (lr=9.7572e-05) (hash(x)=48643399)
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362 train 8.330093 (lr=9.7507e-05) (hash(x)=58138953)
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363 train 7.890167 (lr=9.7442e-05) (hash(x)=44163258)
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364 train 8.220734 (lr=9.7376e-05) (hash(x)=55032638)
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365 train 8.114673 (lr=9.7309e-05) (hash(x)=48803235)
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366 train 7.981875 (lr=9.7241e-05) (hash(x)=48930309)
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367 train 8.317338 (lr=9.7172e-05) (hash(x)=58459317)
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368 train 8.213313 (lr=9.7103e-05) (hash(x)=52969670)
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369 train 8.141819 (lr=9.7032e-05) (hash(x)=55950871)
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370 train 8.142927 (lr=9.6961e-05) (hash(x)=50190558)
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371 train 8.202598 (lr=9.6889e-05) (hash(x)=50402996)
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372 train 8.089105 (lr=9.6817e-05) (hash(x)=48331790)
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373 train 8.092799 (lr=9.6743e-05) (hash(x)=51861896)
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374 train 8.085764 (lr=9.6669e-05) (hash(x)=52442780)
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375 train 8.085851 (lr=9.6593e-05) (hash(x)=47781307)
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376 train 7.830320 (lr=9.6518e-05) (hash(x)=45305570)
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377 train 8.512580 (lr=9.6441e-05) (hash(x)=58591982)
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378 train 8.199300 (lr=9.6363e-05) (hash(x)=53348894)
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379 train 8.301464 (lr=9.6285e-05) (hash(x)=55269973)
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380 train 8.130864 (lr=9.6206e-05) (hash(x)=52427717)
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381 train 8.285108 (lr=9.6126e-05) (hash(x)=54250578)
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382 train 8.201990 (lr=9.6045e-05) (hash(x)=55042333)
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383 train 8.247171 (lr=9.5963e-05) (hash(x)=55088766)
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384 train 8.036704 (lr=9.5881e-05) (hash(x)=51982665)
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385 train 8.022803 (lr=9.5798e-05) (hash(x)=50679914)
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386 train 8.110034 (lr=9.5714e-05) (hash(x)=55557228)
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387 train 8.131469 (lr=9.5629e-05) (hash(x)=48450358)
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388 train 7.961640 (lr=9.5544e-05) (hash(x)=49288522)
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389 train 8.153949 (lr=9.5457e-05) (hash(x)=49197883)
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390 train 8.142331 (lr=9.5370e-05) (hash(x)=54555602)
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391 train 8.018296 (lr=9.5282e-05) (hash(x)=50198680)
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392 train 8.097953 (lr=9.5194e-05) (hash(x)=54766944)
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393 train 8.075603 (lr=9.5104e-05) (hash(x)=51419665)
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394 train 7.658637 (lr=9.5014e-05) (hash(x)=43612177)
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395 train 8.002937 (lr=9.4923e-05) (hash(x)=48650332)
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396 train 8.057268 (lr=9.4831e-05) (hash(x)=53120879)
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397 train 7.949635 (lr=9.4739e-05) (hash(x)=48143827)
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398 train 7.954962 (lr=9.4646e-05) (hash(x)=46766862)
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| 417 |
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399 train 8.057114 (lr=9.4551e-05) (hash(x)=52234688)
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| 418 |
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400 val loss 7.9971
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| 419 |
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400 val perplexity 2972.3240
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| 420 |
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400 train 7.951595 (lr=9.4457e-05) (hash(x)=49099804)
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401 train 8.059956 (lr=9.4361e-05) (hash(x)=52032234)
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402 train 8.054568 (lr=9.4265e-05) (hash(x)=51775957)
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403 train 8.040034 (lr=9.4168e-05) (hash(x)=51346801)
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404 train 8.035719 (lr=9.4070e-05) (hash(x)=49392856)
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405 train 8.301320 (lr=9.3971e-05) (hash(x)=58253034)
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406 train 8.202806 (lr=9.3872e-05) (hash(x)=54043298)
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407 train 8.059733 (lr=9.3772e-05) (hash(x)=52929403)
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408 train 7.977715 (lr=9.3671e-05) (hash(x)=52901232)
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409 train 8.140979 (lr=9.3569e-05) (hash(x)=56975127)
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410 train 7.990594 (lr=9.3467e-05) (hash(x)=50603607)
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411 train 8.080699 (lr=9.3364e-05) (hash(x)=56070928)
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412 train 7.955007 (lr=9.3260e-05) (hash(x)=44443158)
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413 train 7.943355 (lr=9.3155e-05) (hash(x)=48921492)
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414 train 8.007022 (lr=9.3050e-05) (hash(x)=50946739)
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415 train 7.885238 (lr=9.2944e-05) (hash(x)=50526384)
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416 train 8.065828 (lr=9.2837e-05) (hash(x)=56037628)
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417 train 7.870002 (lr=9.2729e-05) (hash(x)=49178590)
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418 train 7.947971 (lr=9.2621e-05) (hash(x)=50164285)
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419 train 8.126010 (lr=9.2512e-05) (hash(x)=60209461)
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420 train 8.120618 (lr=9.2402e-05) (hash(x)=51355917)
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421 train 7.991400 (lr=9.2292e-05) (hash(x)=51970769)
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422 train 7.949481 (lr=9.2181e-05) (hash(x)=51896253)
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423 train 8.023345 (lr=9.2069e-05) (hash(x)=52322092)
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424 train 7.702393 (lr=9.1956e-05) (hash(x)=46560171)
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425 train 7.887349 (lr=9.1843e-05) (hash(x)=49806109)
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426 train 8.024118 (lr=9.1729e-05) (hash(x)=52507118)
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427 train 8.060771 (lr=9.1614e-05) (hash(x)=52916383)
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428 train 7.824626 (lr=9.1499e-05) (hash(x)=46519875)
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429 train 7.761441 (lr=9.1382e-05) (hash(x)=43459378)
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430 train 7.984489 (lr=9.1266e-05) (hash(x)=54438747)
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431 train 7.753470 (lr=9.1148e-05) (hash(x)=52529702)
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432 train 7.916400 (lr=9.1030e-05) (hash(x)=52506037)
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433 train 7.960931 (lr=9.0911e-05) (hash(x)=49688097)
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434 train 7.975182 (lr=9.0791e-05) (hash(x)=52187692)
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435 train 7.992792 (lr=9.0671e-05) (hash(x)=51980724)
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436 train 7.967807 (lr=9.0550e-05) (hash(x)=57522870)
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437 train 7.876134 (lr=9.0428e-05) (hash(x)=47435088)
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438 train 8.030954 (lr=9.0306e-05) (hash(x)=54021184)
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439 train 7.778221 (lr=9.0182e-05) (hash(x)=46826784)
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440 train 7.986296 (lr=9.0059e-05) (hash(x)=46764832)
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441 train 7.911371 (lr=8.9934e-05) (hash(x)=51120264)
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442 train 7.893799 (lr=8.9809e-05) (hash(x)=52654128)
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443 train 7.919742 (lr=8.9683e-05) (hash(x)=51321857)
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444 train 7.837077 (lr=8.9557e-05) (hash(x)=45311446)
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445 train 7.747219 (lr=8.9430e-05) (hash(x)=51476600)
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446 train 7.974338 (lr=8.9302e-05) (hash(x)=51269835)
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447 train 7.903169 (lr=8.9173e-05) (hash(x)=53475454)
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| 468 |
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448 train 7.767452 (lr=8.9044e-05) (hash(x)=46470991)
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| 469 |
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449 train 7.763066 (lr=8.8914e-05) (hash(x)=39878629)
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| 470 |
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450 val loss 7.8599
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| 471 |
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450 val perplexity 2591.3057
|
| 472 |
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450 train 7.851364 (lr=8.8784e-05) (hash(x)=50326173)
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451 train 7.896492 (lr=8.8653e-05) (hash(x)=54787418)
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452 train 8.018271 (lr=8.8521e-05) (hash(x)=48949948)
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453 train 8.042957 (lr=8.8388e-05) (hash(x)=52506608)
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454 train 7.887018 (lr=8.8255e-05) (hash(x)=54323120)
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455 train 7.804399 (lr=8.8122e-05) (hash(x)=46810389)
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456 train 7.668405 (lr=8.7987e-05) (hash(x)=45396873)
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457 train 7.960999 (lr=8.7852e-05) (hash(x)=57144694)
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458 train 7.789538 (lr=8.7717e-05) (hash(x)=49878429)
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459 train 7.910660 (lr=8.7580e-05) (hash(x)=53498382)
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460 train 7.761792 (lr=8.7444e-05) (hash(x)=47417814)
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461 train 7.900574 (lr=8.7306e-05) (hash(x)=51280415)
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462 train 7.866807 (lr=8.7168e-05) (hash(x)=54075295)
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463 train 7.708292 (lr=8.7029e-05) (hash(x)=46323632)
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464 train 7.808490 (lr=8.6890e-05) (hash(x)=50211782)
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465 train 7.771979 (lr=8.6750e-05) (hash(x)=46779238)
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466 train 7.874959 (lr=8.6609e-05) (hash(x)=48313734)
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467 train 7.826059 (lr=8.6468e-05) (hash(x)=52398798)
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468 train 7.816012 (lr=8.6326e-05) (hash(x)=50640616)
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469 train 7.846576 (lr=8.6184e-05) (hash(x)=48186608)
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470 train 7.871347 (lr=8.6041e-05) (hash(x)=51158107)
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471 train 7.749991 (lr=8.5897e-05) (hash(x)=53724068)
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472 train 7.767381 (lr=8.5753e-05) (hash(x)=52537855)
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473 train 7.857733 (lr=8.5608e-05) (hash(x)=52960197)
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474 train 7.925149 (lr=8.5462e-05) (hash(x)=54156942)
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475 train 8.058942 (lr=8.5316e-05) (hash(x)=52768582)
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476 train 7.712003 (lr=8.5170e-05) (hash(x)=50479600)
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477 train 7.811925 (lr=8.5022e-05) (hash(x)=52810796)
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478 train 7.945230 (lr=8.4875e-05) (hash(x)=49731354)
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479 train 7.721236 (lr=8.4726e-05) (hash(x)=46747022)
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480 train 7.748267 (lr=8.4577e-05) (hash(x)=49495779)
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481 train 7.858725 (lr=8.4428e-05) (hash(x)=53760168)
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482 train 7.845321 (lr=8.4278e-05) (hash(x)=51460514)
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483 train 7.846571 (lr=8.4127e-05) (hash(x)=50353293)
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484 train 7.811156 (lr=8.3976e-05) (hash(x)=53396658)
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485 train 7.902220 (lr=8.3824e-05) (hash(x)=50573284)
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486 train 7.683843 (lr=8.3672e-05) (hash(x)=49168443)
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487 train 7.881670 (lr=8.3519e-05) (hash(x)=50822751)
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488 train 7.855075 (lr=8.3366e-05) (hash(x)=45669857)
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489 train 7.678635 (lr=8.3212e-05) (hash(x)=44593201)
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490 train 7.447061 (lr=8.3057e-05) (hash(x)=39734742)
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491 train 7.778190 (lr=8.2902e-05) (hash(x)=47616170)
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492 train 7.759972 (lr=8.2746e-05) (hash(x)=46558148)
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493 train 7.761379 (lr=8.2590e-05) (hash(x)=49711034)
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494 train 7.910164 (lr=8.2434e-05) (hash(x)=55210283)
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495 train 7.790407 (lr=8.2276e-05) (hash(x)=48013779)
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496 train 7.831361 (lr=8.2119e-05) (hash(x)=50644422)
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497 train 7.860594 (lr=8.1960e-05) (hash(x)=49696467)
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498 train 7.851898 (lr=8.1801e-05) (hash(x)=43246287)
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499 train 7.720505 (lr=8.1642e-05) (hash(x)=45598720)
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500 val loss 7.7905
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| 523 |
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500 val perplexity 2417.5437
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| 524 |
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500 train 7.776520 (lr=8.1482e-05) (hash(x)=51062334)
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501 train 7.685298 (lr=8.1322e-05) (hash(x)=49421968)
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502 train 7.828423 (lr=8.1161e-05) (hash(x)=52123859)
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503 train 7.816712 (lr=8.1000e-05) (hash(x)=52658193)
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504 train 7.766056 (lr=8.0838e-05) (hash(x)=51023513)
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505 train 8.006373 (lr=8.0676e-05) (hash(x)=51581514)
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506 train 7.915479 (lr=8.0513e-05) (hash(x)=49089133)
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507 train 7.761624 (lr=8.0349e-05) (hash(x)=48531900)
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508 train 7.873342 (lr=8.0186e-05) (hash(x)=52693475)
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509 train 7.816837 (lr=8.0021e-05) (hash(x)=54903424)
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510 train 7.857077 (lr=7.9856e-05) (hash(x)=51036262)
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511 train 7.720460 (lr=7.9691e-05) (hash(x)=46134720)
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512 train 7.958547 (lr=7.9525e-05) (hash(x)=53031267)
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513 train 7.952726 (lr=7.9359e-05) (hash(x)=53833396)
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514 train 7.813370 (lr=7.9192e-05) (hash(x)=55247788)
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515 train 7.835004 (lr=7.9025e-05) (hash(x)=51156418)
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516 train 7.728214 (lr=7.8858e-05) (hash(x)=51468309)
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517 train 7.647869 (lr=7.8689e-05) (hash(x)=48618191)
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518 train 7.962184 (lr=7.8521e-05) (hash(x)=53297837)
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520 train 7.772885 (lr=7.8182e-05) (hash(x)=52699185)
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521 train 7.809433 (lr=7.8012e-05) (hash(x)=54117145)
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522 train 7.957872 (lr=7.7842e-05) (hash(x)=53596095)
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523 train 7.796145 (lr=7.7671e-05) (hash(x)=51604647)
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524 train 7.770963 (lr=7.7500e-05) (hash(x)=52145920)
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525 train 7.740326 (lr=7.7328e-05) (hash(x)=50691387)
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526 train 7.859173 (lr=7.7156e-05) (hash(x)=52429064)
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527 train 7.718513 (lr=7.6984e-05) (hash(x)=49163526)
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528 train 7.892435 (lr=7.6811e-05) (hash(x)=53184723)
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529 train 7.676492 (lr=7.6637e-05) (hash(x)=47039068)
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530 train 7.914508 (lr=7.6463e-05) (hash(x)=47552672)
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531 train 7.751335 (lr=7.6289e-05) (hash(x)=53829392)
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532 train 7.620055 (lr=7.6115e-05) (hash(x)=47800177)
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533 train 7.633024 (lr=7.5940e-05) (hash(x)=49800706)
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534 train 7.937207 (lr=7.5764e-05) (hash(x)=55575943)
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535 train 7.735637 (lr=7.5588e-05) (hash(x)=49028078)
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536 train 7.896054 (lr=7.5412e-05) (hash(x)=54755546)
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537 train 7.843447 (lr=7.5235e-05) (hash(x)=53372658)
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538 train 7.799034 (lr=7.5058e-05) (hash(x)=52268865)
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539 train 7.791011 (lr=7.4881e-05) (hash(x)=52517672)
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540 train 7.785433 (lr=7.4703e-05) (hash(x)=50244085)
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541 train 7.663471 (lr=7.4525e-05) (hash(x)=49248218)
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542 train 7.841891 (lr=7.4346e-05) (hash(x)=49762688)
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543 train 7.892095 (lr=7.4167e-05) (hash(x)=59110263)
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544 train 7.653158 (lr=7.3988e-05) (hash(x)=47478150)
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545 train 7.773090 (lr=7.3808e-05) (hash(x)=54533121)
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| 570 |
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546 train 7.703787 (lr=7.3628e-05) (hash(x)=49901224)
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| 571 |
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547 train 7.821720 (lr=7.3448e-05) (hash(x)=51195255)
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| 572 |
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548 train 7.761472 (lr=7.3267e-05) (hash(x)=49109169)
|
| 573 |
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549 train 7.713020 (lr=7.3086e-05) (hash(x)=47467588)
|
| 574 |
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550 val loss 7.7450
|
| 575 |
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550 val perplexity 2309.9668
|
| 576 |
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550 train 7.725455 (lr=7.2904e-05) (hash(x)=46269857)
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| 577 |
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551 train 7.712228 (lr=7.2723e-05) (hash(x)=50517780)
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| 578 |
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552 train 7.813435 (lr=7.2540e-05) (hash(x)=50183795)
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| 579 |
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553 train 7.763023 (lr=7.2358e-05) (hash(x)=50640606)
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| 580 |
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554 train 7.772913 (lr=7.2175e-05) (hash(x)=51738364)
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| 581 |
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555 train 8.473052 (lr=7.1992e-05) (hash(x)=62341175)
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| 582 |
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556 train 7.849590 (lr=7.1808e-05) (hash(x)=45189486)
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| 583 |
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557 train 7.786495 (lr=7.1624e-05) (hash(x)=51670137)
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| 584 |
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558 train 7.586957 (lr=7.1440e-05) (hash(x)=46152565)
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| 585 |
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559 train 7.569258 (lr=7.1256e-05) (hash(x)=45890874)
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| 586 |
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560 train 7.822829 (lr=7.1071e-05) (hash(x)=50865200)
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561 train 7.657534 (lr=7.0886e-05) (hash(x)=50817384)
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562 train 7.622824 (lr=7.0701e-05) (hash(x)=45716461)
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| 589 |
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563 train 7.764955 (lr=7.0515e-05) (hash(x)=49188067)
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| 590 |
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564 train 7.815670 (lr=7.0329e-05) (hash(x)=51104117)
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| 591 |
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565 train 7.813921 (lr=7.0143e-05) (hash(x)=53943162)
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566 train 7.481145 (lr=6.9956e-05) (hash(x)=42808589)
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567 train 7.726647 (lr=6.9769e-05) (hash(x)=47888783)
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568 train 7.606959 (lr=6.9582e-05) (hash(x)=46060882)
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569 train 7.796121 (lr=6.9394e-05) (hash(x)=47770108)
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570 train 7.951019 (lr=6.9207e-05) (hash(x)=53150465)
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571 train 8.140530 (lr=6.9019e-05) (hash(x)=52775090)
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572 train 7.867815 (lr=6.8830e-05) (hash(x)=49924177)
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573 train 7.661129 (lr=6.8642e-05) (hash(x)=49971730)
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574 train 7.700123 (lr=6.8453e-05) (hash(x)=47952698)
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575 train 7.988646 (lr=6.8264e-05) (hash(x)=56693767)
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576 train 7.508914 (lr=6.8075e-05) (hash(x)=43516921)
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577 train 7.890891 (lr=6.7885e-05) (hash(x)=53347077)
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578 train 7.683504 (lr=6.7695e-05) (hash(x)=47410931)
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579 train 7.654891 (lr=6.7505e-05) (hash(x)=45014400)
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580 train 7.772875 (lr=6.7315e-05) (hash(x)=54677976)
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581 train 7.546669 (lr=6.7124e-05) (hash(x)=45398141)
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| 608 |
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582 train 7.596748 (lr=6.6933e-05) (hash(x)=47181969)
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| 609 |
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583 train 7.962359 (lr=6.6742e-05) (hash(x)=53102856)
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| 610 |
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584 train 7.640815 (lr=6.6551e-05) (hash(x)=48780879)
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| 611 |
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585 train 7.755972 (lr=6.6360e-05) (hash(x)=51707711)
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| 612 |
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586 train 7.800344 (lr=6.6168e-05) (hash(x)=48191112)
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587 train 7.670135 (lr=6.5976e-05) (hash(x)=52954310)
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588 train 7.958051 (lr=6.5784e-05) (hash(x)=58807144)
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| 615 |
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589 train 7.560582 (lr=6.5592e-05) (hash(x)=45943270)
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| 616 |
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590 train 7.745490 (lr=6.5399e-05) (hash(x)=49191483)
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| 617 |
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591 train 7.649088 (lr=6.5206e-05) (hash(x)=47965042)
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| 618 |
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592 train 7.769397 (lr=6.5013e-05) (hash(x)=51074739)
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| 619 |
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593 train 7.826696 (lr=6.4820e-05) (hash(x)=56913043)
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| 620 |
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594 train 8.040998 (lr=6.4627e-05) (hash(x)=62500105)
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| 621 |
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595 train 7.833272 (lr=6.4433e-05) (hash(x)=56016526)
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| 622 |
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596 train 7.639240 (lr=6.4240e-05) (hash(x)=46762756)
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| 623 |
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597 train 7.755949 (lr=6.4046e-05) (hash(x)=50655822)
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| 624 |
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598 train 7.718080 (lr=6.3852e-05) (hash(x)=50751670)
|
| 625 |
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599 train 7.648071 (lr=6.3658e-05) (hash(x)=45600303)
|
| 626 |
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600 val loss 7.7189
|
| 627 |
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600 val perplexity 2250.4822
|
| 628 |
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600 train 7.785832 (lr=6.3463e-05) (hash(x)=54607172)
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| 629 |
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601 train 7.719733 (lr=6.3269e-05) (hash(x)=48710188)
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| 630 |
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602 train 7.606162 (lr=6.3074e-05) (hash(x)=46206284)
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| 631 |
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603 train 7.592145 (lr=6.2879e-05) (hash(x)=45764012)
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| 632 |
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604 train 7.626038 (lr=6.2684e-05) (hash(x)=50393806)
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| 633 |
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605 train 7.719620 (lr=6.2489e-05) (hash(x)=52034772)
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| 634 |
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606 train 7.679569 (lr=6.2294e-05) (hash(x)=48705579)
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| 635 |
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607 train 7.489473 (lr=6.2098e-05) (hash(x)=44542942)
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| 636 |
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608 train 7.637166 (lr=6.1903e-05) (hash(x)=48781316)
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| 637 |
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609 train 7.724702 (lr=6.1707e-05) (hash(x)=48042083)
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| 638 |
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610 train 7.836951 (lr=6.1511e-05) (hash(x)=49658564)
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| 639 |
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611 train 7.848541 (lr=6.1315e-05) (hash(x)=51672319)
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| 640 |
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612 train 7.768613 (lr=6.1119e-05) (hash(x)=52431673)
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| 641 |
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613 train 7.672872 (lr=6.0923e-05) (hash(x)=43542246)
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| 642 |
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614 train 7.748245 (lr=6.0726e-05) (hash(x)=52666378)
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| 643 |
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615 train 7.713056 (lr=6.0530e-05) (hash(x)=49315253)
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| 644 |
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616 train 7.833696 (lr=6.0333e-05) (hash(x)=50722863)
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| 645 |
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617 train 8.026576 (lr=6.0137e-05) (hash(x)=52341036)
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618 train 7.740505 (lr=5.9940e-05) (hash(x)=48814169)
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619 train 7.596574 (lr=5.9743e-05) (hash(x)=45571167)
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620 train 7.632347 (lr=5.9546e-05) (hash(x)=47776763)
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| 649 |
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621 train 7.675299 (lr=5.9349e-05) (hash(x)=48382543)
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622 train 7.636768 (lr=5.9152e-05) (hash(x)=45514205)
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623 train 7.542202 (lr=5.8955e-05) (hash(x)=45320225)
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624 train 7.676067 (lr=5.8758e-05) (hash(x)=48452761)
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625 train 7.832915 (lr=5.8560e-05) (hash(x)=49116111)
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626 train 7.560065 (lr=5.8363e-05) (hash(x)=47302076)
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627 train 7.735370 (lr=5.8165e-05) (hash(x)=50184363)
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628 train 7.612583 (lr=5.7968e-05) (hash(x)=49385175)
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629 train 7.753914 (lr=5.7770e-05) (hash(x)=42655518)
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630 train 7.719224 (lr=5.7573e-05) (hash(x)=45181685)
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631 train 7.507550 (lr=5.7375e-05) (hash(x)=45775751)
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632 train 7.745899 (lr=5.7177e-05) (hash(x)=51697844)
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633 train 7.629016 (lr=5.6979e-05) (hash(x)=47776033)
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634 train 7.836730 (lr=5.6782e-05) (hash(x)=54185547)
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635 train 7.604667 (lr=5.6584e-05) (hash(x)=42462763)
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636 train 7.692198 (lr=5.6386e-05) (hash(x)=49909171)
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| 665 |
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637 train 7.747829 (lr=5.6188e-05) (hash(x)=50472276)
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638 train 7.911973 (lr=5.5990e-05) (hash(x)=53342806)
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| 667 |
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639 train 7.808676 (lr=5.5792e-05) (hash(x)=53985957)
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| 668 |
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640 train 7.677028 (lr=5.5594e-05) (hash(x)=49621437)
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| 669 |
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641 train 7.811014 (lr=5.5396e-05) (hash(x)=50215750)
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| 670 |
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642 train 7.594242 (lr=5.5198e-05) (hash(x)=45707324)
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| 671 |
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643 train 7.957663 (lr=5.5000e-05) (hash(x)=55567006)
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| 672 |
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644 train 8.148246 (lr=5.4802e-05) (hash(x)=63587960)
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| 673 |
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645 train 7.777864 (lr=5.4604e-05) (hash(x)=50830962)
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| 674 |
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646 train 7.938086 (lr=5.4406e-05) (hash(x)=50228793)
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| 675 |
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647 train 7.488471 (lr=5.4208e-05) (hash(x)=41963014)
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| 676 |
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648 train 7.669334 (lr=5.4010e-05) (hash(x)=52083811)
|
| 677 |
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649 train 8.175434 (lr=5.3812e-05) (hash(x)=55253867)
|
| 678 |
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650 val loss 7.7039
|
| 679 |
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650 val perplexity 2216.9443
|
| 680 |
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650 train 7.821275 (lr=5.3614e-05) (hash(x)=56596815)
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| 681 |
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651 train 7.931311 (lr=5.3416e-05) (hash(x)=53862673)
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| 682 |
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652 train 7.821924 (lr=5.3218e-05) (hash(x)=51032349)
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653 train 7.935736 (lr=5.3021e-05) (hash(x)=57095498)
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654 train 8.067757 (lr=5.2823e-05) (hash(x)=57840576)
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655 train 7.908059 (lr=5.2625e-05) (hash(x)=56042923)
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656 train 7.704258 (lr=5.2427e-05) (hash(x)=53170061)
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657 train 7.742249 (lr=5.2230e-05) (hash(x)=51651483)
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658 train 7.862979 (lr=5.2032e-05) (hash(x)=52052987)
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659 train 7.469182 (lr=5.1835e-05) (hash(x)=43078023)
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660 train 7.780211 (lr=5.1637e-05) (hash(x)=53974411)
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661 train 7.842247 (lr=5.1440e-05) (hash(x)=55335538)
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662 train 8.362656 (lr=5.1242e-05) (hash(x)=60627374)
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663 train 8.043871 (lr=5.1045e-05) (hash(x)=55023379)
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664 train 7.755903 (lr=5.0848e-05) (hash(x)=53081545)
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665 train 7.859747 (lr=5.0651e-05) (hash(x)=48246811)
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666 train 7.866852 (lr=5.0454e-05) (hash(x)=48563603)
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667 train 7.484613 (lr=5.0257e-05) (hash(x)=43011460)
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668 train 7.682555 (lr=5.0060e-05) (hash(x)=48368934)
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669 train 7.665777 (lr=4.9863e-05) (hash(x)=51322872)
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670 train 7.659311 (lr=4.9667e-05) (hash(x)=49196654)
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671 train 7.817737 (lr=4.9470e-05) (hash(x)=52536929)
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672 train 8.029195 (lr=4.9274e-05) (hash(x)=57300798)
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673 train 7.532197 (lr=4.9077e-05) (hash(x)=46105549)
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674 train 7.548130 (lr=4.8881e-05) (hash(x)=51612608)
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675 train 7.795131 (lr=4.8685e-05) (hash(x)=49761494)
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676 train 7.587813 (lr=4.8489e-05) (hash(x)=45375531)
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677 train 7.983675 (lr=4.8293e-05) (hash(x)=61065657)
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678 train 7.563208 (lr=4.8097e-05) (hash(x)=44152741)
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679 train 7.636041 (lr=4.7902e-05) (hash(x)=51631508)
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680 train 7.513665 (lr=4.7706e-05) (hash(x)=43922234)
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681 train 7.684584 (lr=4.7511e-05) (hash(x)=49689666)
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682 train 7.876114 (lr=4.7316e-05) (hash(x)=53751279)
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683 train 7.757041 (lr=4.7121e-05) (hash(x)=50400339)
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684 train 7.732320 (lr=4.6926e-05) (hash(x)=51029698)
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685 train 7.771144 (lr=4.6731e-05) (hash(x)=54240120)
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686 train 7.763153 (lr=4.6537e-05) (hash(x)=45708714)
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687 train 7.589183 (lr=4.6342e-05) (hash(x)=46560264)
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688 train 7.591962 (lr=4.6148e-05) (hash(x)=46841822)
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689 train 7.632158 (lr=4.5954e-05) (hash(x)=48013446)
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690 train 7.773297 (lr=4.5760e-05) (hash(x)=54564252)
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| 721 |
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691 train 8.262938 (lr=4.5567e-05) (hash(x)=70534997)
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| 722 |
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692 train 7.798925 (lr=4.5373e-05) (hash(x)=53363496)
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| 723 |
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693 train 7.695941 (lr=4.5180e-05) (hash(x)=49508415)
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| 724 |
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694 train 7.711966 (lr=4.4987e-05) (hash(x)=53503261)
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| 725 |
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695 train 7.765871 (lr=4.4794e-05) (hash(x)=52420475)
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| 726 |
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696 train 7.643469 (lr=4.4601e-05) (hash(x)=50191708)
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697 train 8.033561 (lr=4.4408e-05) (hash(x)=60279802)
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| 728 |
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698 train 7.711820 (lr=4.4216e-05) (hash(x)=52626271)
|
| 729 |
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699 train 7.790769 (lr=4.4024e-05) (hash(x)=53194976)
|
| 730 |
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700 val loss 7.6937
|
| 731 |
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700 val perplexity 2194.4797
|
| 732 |
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700 train 7.805597 (lr=4.3832e-05) (hash(x)=50906515)
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| 733 |
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701 train 7.580327 (lr=4.3640e-05) (hash(x)=49459146)
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| 734 |
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702 train 7.631964 (lr=4.3449e-05) (hash(x)=48320631)
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703 train 8.062301 (lr=4.3258e-05) (hash(x)=66781899)
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704 train 8.115291 (lr=4.3067e-05) (hash(x)=57109514)
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705 train 8.128964 (lr=4.2876e-05) (hash(x)=43442176)
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706 train 7.828445 (lr=4.2685e-05) (hash(x)=51431734)
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707 train 7.701361 (lr=4.2495e-05) (hash(x)=51986059)
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708 train 7.852036 (lr=4.2305e-05) (hash(x)=54279714)
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709 train 7.653358 (lr=4.2115e-05) (hash(x)=45517898)
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710 train 8.244445 (lr=4.1925e-05) (hash(x)=57689755)
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711 train 8.000155 (lr=4.1736e-05) (hash(x)=60275167)
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712 train 7.635049 (lr=4.1547e-05) (hash(x)=46698776)
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713 train 8.121480 (lr=4.1358e-05) (hash(x)=61199882)
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714 train 7.641793 (lr=4.1170e-05) (hash(x)=48256229)
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715 train 7.614938 (lr=4.0981e-05) (hash(x)=45483557)
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716 train 7.738168 (lr=4.0793e-05) (hash(x)=50062280)
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717 train 8.045675 (lr=4.0606e-05) (hash(x)=49436293)
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718 train 7.717941 (lr=4.0418e-05) (hash(x)=47916352)
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719 train 7.660004 (lr=4.0231e-05) (hash(x)=49182582)
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720 train 7.746307 (lr=4.0044e-05) (hash(x)=50054568)
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721 train 7.864446 (lr=3.9857e-05) (hash(x)=54622543)
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722 train 7.758401 (lr=3.9671e-05) (hash(x)=53761778)
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723 train 7.638814 (lr=3.9485e-05) (hash(x)=51446091)
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724 train 7.691039 (lr=3.9299e-05) (hash(x)=50809582)
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725 train 7.547813 (lr=3.9114e-05) (hash(x)=45019935)
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726 train 7.567287 (lr=3.8929e-05) (hash(x)=44061718)
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727 train 7.590410 (lr=3.8744e-05) (hash(x)=47827767)
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728 train 7.799716 (lr=3.8560e-05) (hash(x)=51054368)
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729 train 7.533257 (lr=3.8376e-05) (hash(x)=47297652)
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730 train 7.590787 (lr=3.8192e-05) (hash(x)=45486271)
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731 train 7.737047 (lr=3.8008e-05) (hash(x)=46988810)
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732 train 7.491913 (lr=3.7825e-05) (hash(x)=44578285)
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733 train 7.539136 (lr=3.7642e-05) (hash(x)=44457482)
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734 train 7.655244 (lr=3.7460e-05) (hash(x)=47273057)
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735 train 7.454480 (lr=3.7277e-05) (hash(x)=44918130)
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736 train 7.691038 (lr=3.7096e-05) (hash(x)=46825217)
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737 train 7.715501 (lr=3.6914e-05) (hash(x)=47962618)
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738 train 7.624187 (lr=3.6733e-05) (hash(x)=45539511)
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739 train 7.734653 (lr=3.6552e-05) (hash(x)=49693485)
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740 train 7.696205 (lr=3.6372e-05) (hash(x)=49483023)
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| 773 |
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741 train 7.555534 (lr=3.6192e-05) (hash(x)=46911489)
|
| 774 |
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742 train 7.703938 (lr=3.6012e-05) (hash(x)=52016723)
|
| 775 |
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743 train 7.429154 (lr=3.5833e-05) (hash(x)=40969008)
|
| 776 |
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744 train 7.560429 (lr=3.5654e-05) (hash(x)=48694211)
|
| 777 |
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745 train 7.567380 (lr=3.5475e-05) (hash(x)=47877745)
|
| 778 |
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746 train 7.738072 (lr=3.5297e-05) (hash(x)=53156899)
|
| 779 |
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747 train 7.777902 (lr=3.5119e-05) (hash(x)=50344401)
|
| 780 |
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748 train 7.770007 (lr=3.4942e-05) (hash(x)=46614361)
|
| 781 |
+
749 train 7.726585 (lr=3.4765e-05) (hash(x)=53074032)
|
| 782 |
+
750 val loss 7.6766
|
| 783 |
+
750 val perplexity 2157.2366
|
| 784 |
+
750 train 7.647449 (lr=3.4588e-05) (hash(x)=46046498)
|
| 785 |
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751 train 7.636253 (lr=3.4412e-05) (hash(x)=49833636)
|
| 786 |
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752 train 7.651859 (lr=3.4236e-05) (hash(x)=49165393)
|
| 787 |
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753 train 8.025078 (lr=3.4060e-05) (hash(x)=61445802)
|
| 788 |
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754 train 7.844114 (lr=3.3885e-05) (hash(x)=51012661)
|
| 789 |
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755 train 7.386491 (lr=3.3711e-05) (hash(x)=41326666)
|
| 790 |
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756 train 7.493817 (lr=3.3537e-05) (hash(x)=47169271)
|
| 791 |
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757 train 7.501117 (lr=3.3363e-05) (hash(x)=43474195)
|
| 792 |
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758 train 7.513590 (lr=3.3189e-05) (hash(x)=41683297)
|
| 793 |
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759 train 7.659019 (lr=3.3016e-05) (hash(x)=52346553)
|
| 794 |
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760 train 7.412308 (lr=3.2844e-05) (hash(x)=44385560)
|
| 795 |
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761 train 7.081166 (lr=3.2672e-05) (hash(x)=35732133)
|
| 796 |
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762 train 7.485312 (lr=3.2500e-05) (hash(x)=41423670)
|
| 797 |
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763 train 7.679850 (lr=3.2329e-05) (hash(x)=47970930)
|
| 798 |
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764 train 7.561603 (lr=3.2158e-05) (hash(x)=47092804)
|
| 799 |
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765 train 7.461565 (lr=3.1988e-05) (hash(x)=47182916)
|
| 800 |
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766 train 7.480068 (lr=3.1818e-05) (hash(x)=41791614)
|
| 801 |
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767 train 7.656696 (lr=3.1648e-05) (hash(x)=47009621)
|
| 802 |
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768 train 7.816598 (lr=3.1479e-05) (hash(x)=51633434)
|
| 803 |
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769 train 7.603348 (lr=3.1311e-05) (hash(x)=52003882)
|
| 804 |
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770 train 7.758319 (lr=3.1142e-05) (hash(x)=51340089)
|
| 805 |
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771 train 7.582633 (lr=3.0975e-05) (hash(x)=48602644)
|
| 806 |
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772 train 7.766180 (lr=3.0808e-05) (hash(x)=50457646)
|
| 807 |
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773 train 7.629657 (lr=3.0641e-05) (hash(x)=49970789)
|
| 808 |
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774 train 7.701898 (lr=3.0475e-05) (hash(x)=51611455)
|
| 809 |
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775 train 7.664772 (lr=3.0309e-05) (hash(x)=52115732)
|
| 810 |
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776 train 7.527327 (lr=3.0144e-05) (hash(x)=49032269)
|
| 811 |
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777 train 7.715684 (lr=2.9979e-05) (hash(x)=50715961)
|
| 812 |
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778 train 7.631848 (lr=2.9814e-05) (hash(x)=49693375)
|
| 813 |
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779 train 8.003014 (lr=2.9651e-05) (hash(x)=56527845)
|
| 814 |
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780 train 7.534776 (lr=2.9487e-05) (hash(x)=48381855)
|
| 815 |
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781 train 7.616484 (lr=2.9324e-05) (hash(x)=49623946)
|
| 816 |
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782 train 7.464725 (lr=2.9162e-05) (hash(x)=47393528)
|
| 817 |
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783 train 7.707607 (lr=2.9000e-05) (hash(x)=49459868)
|
| 818 |
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784 train 7.620192 (lr=2.8839e-05) (hash(x)=48696657)
|
| 819 |
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785 train 7.687817 (lr=2.8678e-05) (hash(x)=52550306)
|
| 820 |
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786 train 7.697450 (lr=2.8518e-05) (hash(x)=49285282)
|
| 821 |
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787 train 7.695724 (lr=2.8358e-05) (hash(x)=48955151)
|
| 822 |
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788 train 7.569065 (lr=2.8199e-05) (hash(x)=43743600)
|
| 823 |
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789 train 7.741786 (lr=2.8040e-05) (hash(x)=49655015)
|
| 824 |
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790 train 7.620924 (lr=2.7881e-05) (hash(x)=51090440)
|
| 825 |
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791 train 7.577444 (lr=2.7724e-05) (hash(x)=48473450)
|
| 826 |
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792 train 7.795185 (lr=2.7566e-05) (hash(x)=47938317)
|
| 827 |
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793 train 7.793788 (lr=2.7410e-05) (hash(x)=45290633)
|
| 828 |
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794 train 7.506030 (lr=2.7254e-05) (hash(x)=48542673)
|
| 829 |
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795 train 7.695592 (lr=2.7098e-05) (hash(x)=50306722)
|
| 830 |
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796 train 7.616338 (lr=2.6943e-05) (hash(x)=50632201)
|
| 831 |
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797 train 7.582848 (lr=2.6788e-05) (hash(x)=48795732)
|
| 832 |
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798 train 7.610859 (lr=2.6634e-05) (hash(x)=50141432)
|
| 833 |
+
799 train 7.886966 (lr=2.6481e-05) (hash(x)=50898037)
|
| 834 |
+
800 val loss 7.6653
|
| 835 |
+
800 val perplexity 2133.0374
|
| 836 |
+
800 train 7.681482 (lr=2.6328e-05) (hash(x)=37427531)
|
| 837 |
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801 train 7.657777 (lr=2.6176e-05) (hash(x)=32890763)
|
| 838 |
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802 train 7.709007 (lr=2.6024e-05) (hash(x)=31307609)
|
| 839 |
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803 train 7.523466 (lr=2.5873e-05) (hash(x)=35015807)
|
| 840 |
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804 train 7.672347 (lr=2.5722e-05) (hash(x)=37542227)
|
| 841 |
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805 train 7.743680 (lr=2.5572e-05) (hash(x)=41169444)
|
| 842 |
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806 train 7.584801 (lr=2.5423e-05) (hash(x)=47354793)
|
| 843 |
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807 train 7.652699 (lr=2.5274e-05) (hash(x)=46327297)
|
| 844 |
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808 train 7.647086 (lr=2.5125e-05) (hash(x)=50124976)
|
| 845 |
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809 train 7.538122 (lr=2.4978e-05) (hash(x)=48536826)
|
| 846 |
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810 train 7.490990 (lr=2.4830e-05) (hash(x)=43048468)
|
| 847 |
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811 train 7.574680 (lr=2.4684e-05) (hash(x)=44297138)
|
| 848 |
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812 train 8.610119 (lr=2.4538e-05) (hash(x)=46976056)
|
| 849 |
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813 train 7.821051 (lr=2.4392e-05) (hash(x)=48533607)
|
| 850 |
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814 train 7.409503 (lr=2.4247e-05) (hash(x)=45581560)
|
| 851 |
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815 train 7.445683 (lr=2.4103e-05) (hash(x)=47776613)
|
| 852 |
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816 train 7.366590 (lr=2.3959e-05) (hash(x)=39451311)
|
| 853 |
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817 train 7.950234 (lr=2.3816e-05) (hash(x)=53854198)
|
| 854 |
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818 train 7.668997 (lr=2.3674e-05) (hash(x)=47110254)
|
| 855 |
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819 train 7.699428 (lr=2.3532e-05) (hash(x)=51262732)
|
| 856 |
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820 train 7.658064 (lr=2.3391e-05) (hash(x)=48675819)
|
| 857 |
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821 train 7.712848 (lr=2.3250e-05) (hash(x)=47159040)
|
| 858 |
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822 train 7.783525 (lr=2.3110e-05) (hash(x)=52808063)
|
| 859 |
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823 train 7.686244 (lr=2.2971e-05) (hash(x)=51480608)
|
| 860 |
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824 train 7.454303 (lr=2.2832e-05) (hash(x)=46075661)
|
| 861 |
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825 train 7.562265 (lr=2.2694e-05) (hash(x)=44193147)
|
| 862 |
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826 train 7.609120 (lr=2.2556e-05) (hash(x)=51387298)
|
| 863 |
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827 train 7.710419 (lr=2.2420e-05) (hash(x)=50929448)
|
| 864 |
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828 train 7.796356 (lr=2.2283e-05) (hash(x)=54393657)
|
| 865 |
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829 train 7.507691 (lr=2.2148e-05) (hash(x)=48420333)
|
| 866 |
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830 train 7.806491 (lr=2.2013e-05) (hash(x)=54428349)
|
| 867 |
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831 train 7.688338 (lr=2.1878e-05) (hash(x)=46494961)
|
| 868 |
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832 train 7.567462 (lr=2.1745e-05) (hash(x)=50441352)
|
| 869 |
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833 train 7.891117 (lr=2.1612e-05) (hash(x)=49410253)
|
| 870 |
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834 train 7.831018 (lr=2.1479e-05) (hash(x)=54977154)
|
| 871 |
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835 train 7.828668 (lr=2.1347e-05) (hash(x)=59634178)
|
| 872 |
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836 train 7.856194 (lr=2.1216e-05) (hash(x)=51875554)
|
| 873 |
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837 train 7.634380 (lr=2.1086e-05) (hash(x)=48922609)
|
| 874 |
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838 train 7.543328 (lr=2.0956e-05) (hash(x)=46512842)
|
| 875 |
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839 train 7.565852 (lr=2.0827e-05) (hash(x)=47517395)
|
| 876 |
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840 train 7.672166 (lr=2.0698e-05) (hash(x)=51480081)
|
| 877 |
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841 train 7.642575 (lr=2.0570e-05) (hash(x)=49531327)
|
| 878 |
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842 train 7.936496 (lr=2.0443e-05) (hash(x)=50654362)
|
| 879 |
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843 train 8.087562 (lr=2.0317e-05) (hash(x)=48371589)
|
| 880 |
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844 train 7.942711 (lr=2.0191e-05) (hash(x)=57169652)
|
| 881 |
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845 train 8.035479 (lr=2.0066e-05) (hash(x)=55313671)
|
| 882 |
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846 train 7.589671 (lr=1.9941e-05) (hash(x)=45244232)
|
| 883 |
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847 train 7.926842 (lr=1.9818e-05) (hash(x)=61097106)
|
| 884 |
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848 train 7.639060 (lr=1.9694e-05) (hash(x)=51926581)
|
| 885 |
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849 train 7.646481 (lr=1.9572e-05) (hash(x)=52305923)
|
| 886 |
+
850 val loss 7.6650
|
| 887 |
+
850 val perplexity 2132.3948
|
| 888 |
+
850 train 7.628397 (lr=1.9450e-05) (hash(x)=48839174)
|
| 889 |
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851 train 7.959109 (lr=1.9329e-05) (hash(x)=61405427)
|
| 890 |
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852 train 7.951845 (lr=1.9209e-05) (hash(x)=61444306)
|
| 891 |
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853 train 7.837207 (lr=1.9089e-05) (hash(x)=59898062)
|
| 892 |
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854 train 7.823995 (lr=1.8970e-05) (hash(x)=54795546)
|
| 893 |
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855 train 7.662750 (lr=1.8852e-05) (hash(x)=50139108)
|
| 894 |
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856 train 7.584324 (lr=1.8734e-05) (hash(x)=48975659)
|
| 895 |
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857 train 7.651093 (lr=1.8618e-05) (hash(x)=47955919)
|
| 896 |
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858 train 7.591760 (lr=1.8501e-05) (hash(x)=48949357)
|
| 897 |
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859 train 7.480790 (lr=1.8386e-05) (hash(x)=45467872)
|
| 898 |
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860 train 7.412431 (lr=1.8271e-05) (hash(x)=42449398)
|
| 899 |
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861 train 7.912760 (lr=1.8157e-05) (hash(x)=59686276)
|
| 900 |
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862 train 7.725308 (lr=1.8044e-05) (hash(x)=51946811)
|
| 901 |
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863 train 7.723258 (lr=1.7931e-05) (hash(x)=49686665)
|
| 902 |
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864 train 8.136472 (lr=1.7819e-05) (hash(x)=65282589)
|
| 903 |
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865 train 7.541974 (lr=1.7708e-05) (hash(x)=47341207)
|
| 904 |
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866 train 8.048573 (lr=1.7598e-05) (hash(x)=63814513)
|
| 905 |
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867 train 7.529201 (lr=1.7488e-05) (hash(x)=51019411)
|
| 906 |
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868 train 7.398736 (lr=1.7379e-05) (hash(x)=46653745)
|
| 907 |
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869 train 7.545042 (lr=1.7271e-05) (hash(x)=50050759)
|
| 908 |
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870 train 7.842685 (lr=1.7163e-05) (hash(x)=53878448)
|
| 909 |
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871 train 7.618465 (lr=1.7056e-05) (hash(x)=49380702)
|
| 910 |
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872 train 7.734842 (lr=1.6950e-05) (hash(x)=50922302)
|
| 911 |
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873 train 7.616608 (lr=1.6845e-05) (hash(x)=50963362)
|
| 912 |
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874 train 7.792284 (lr=1.6740e-05) (hash(x)=52460631)
|
| 913 |
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875 train 7.616323 (lr=1.6636e-05) (hash(x)=50156382)
|
| 914 |
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876 train 7.805536 (lr=1.6533e-05) (hash(x)=44475078)
|
| 915 |
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877 train 7.881967 (lr=1.6431e-05) (hash(x)=49995857)
|
| 916 |
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878 train 8.070649 (lr=1.6329e-05) (hash(x)=57032860)
|
| 917 |
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879 train 7.761130 (lr=1.6228e-05) (hash(x)=48775872)
|
| 918 |
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880 train 7.594008 (lr=1.6128e-05) (hash(x)=47643742)
|
| 919 |
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881 train 7.719578 (lr=1.6029e-05) (hash(x)=53183314)
|
| 920 |
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882 train 7.693049 (lr=1.5930e-05) (hash(x)=50268180)
|
| 921 |
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883 train 7.628825 (lr=1.5832e-05) (hash(x)=49497141)
|
| 922 |
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884 train 7.452913 (lr=1.5735e-05) (hash(x)=43420753)
|
| 923 |
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885 train 7.726367 (lr=1.5639e-05) (hash(x)=51207084)
|
| 924 |
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886 train 7.242729 (lr=1.5543e-05) (hash(x)=34492530)
|
| 925 |
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887 train 7.606430 (lr=1.5449e-05) (hash(x)=49456326)
|
| 926 |
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888 train 8.003901 (lr=1.5354e-05) (hash(x)=50766672)
|
| 927 |
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889 train 7.872369 (lr=1.5261e-05) (hash(x)=49811760)
|
| 928 |
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890 train 7.611205 (lr=1.5169e-05) (hash(x)=48142033)
|
| 929 |
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891 train 7.733113 (lr=1.5077e-05) (hash(x)=53343959)
|
| 930 |
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892 train 7.514139 (lr=1.4986e-05) (hash(x)=46916209)
|
| 931 |
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893 train 7.809450 (lr=1.4896e-05) (hash(x)=54858850)
|
| 932 |
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894 train 7.726833 (lr=1.4806e-05) (hash(x)=51700707)
|
| 933 |
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895 train 7.555516 (lr=1.4718e-05) (hash(x)=44654425)
|
| 934 |
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896 train 7.741243 (lr=1.4630e-05) (hash(x)=52740006)
|
| 935 |
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897 train 7.537305 (lr=1.4543e-05) (hash(x)=45260452)
|
| 936 |
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898 train 7.575133 (lr=1.4456e-05) (hash(x)=47151929)
|
| 937 |
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899 train 7.753841 (lr=1.4371e-05) (hash(x)=51367775)
|
| 938 |
+
900 val loss 7.6536
|
| 939 |
+
900 val perplexity 2108.3196
|
| 940 |
+
900 train 7.665564 (lr=1.4286e-05) (hash(x)=50325207)
|
| 941 |
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901 train 7.589430 (lr=1.4202e-05) (hash(x)=46562023)
|
| 942 |
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902 train 7.706729 (lr=1.4119e-05) (hash(x)=48332912)
|
| 943 |
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903 train 7.709047 (lr=1.4037e-05) (hash(x)=54477325)
|
| 944 |
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904 train 7.744818 (lr=1.3955e-05) (hash(x)=49389150)
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| 945 |
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905 train 7.622040 (lr=1.3874e-05) (hash(x)=48571772)
|
| 946 |
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906 train 7.794766 (lr=1.3794e-05) (hash(x)=53218072)
|
| 947 |
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907 train 7.561443 (lr=1.3715e-05) (hash(x)=45888568)
|
| 948 |
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908 train 7.688207 (lr=1.3637e-05) (hash(x)=50792965)
|
| 949 |
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909 train 7.720834 (lr=1.3559e-05) (hash(x)=49219751)
|
| 950 |
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910 train 7.605235 (lr=1.3482e-05) (hash(x)=49516452)
|
| 951 |
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911 train 7.579093 (lr=1.3407e-05) (hash(x)=49384161)
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| 952 |
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912 train 7.551650 (lr=1.3331e-05) (hash(x)=45403134)
|
| 953 |
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913 train 7.582731 (lr=1.3257e-05) (hash(x)=50565032)
|
| 954 |
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914 train 7.772027 (lr=1.3183e-05) (hash(x)=51152823)
|
| 955 |
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915 train 7.826147 (lr=1.3111e-05) (hash(x)=52839038)
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| 956 |
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916 train 7.447977 (lr=1.3039e-05) (hash(x)=44409465)
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| 957 |
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917 train 7.846397 (lr=1.2968e-05) (hash(x)=51799409)
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| 958 |
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918 train 7.598882 (lr=1.2897e-05) (hash(x)=51152758)
|
| 959 |
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919 train 7.645781 (lr=1.2828e-05) (hash(x)=49188683)
|
| 960 |
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920 train 7.606798 (lr=1.2759e-05) (hash(x)=50284940)
|
| 961 |
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921 train 7.674716 (lr=1.2691e-05) (hash(x)=51812773)
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| 962 |
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922 train 7.755337 (lr=1.2624e-05) (hash(x)=53642545)
|
| 963 |
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923 train 7.938771 (lr=1.2558e-05) (hash(x)=62547001)
|
| 964 |
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924 train 7.671631 (lr=1.2493e-05) (hash(x)=47242049)
|
| 965 |
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925 train 7.651288 (lr=1.2428e-05) (hash(x)=49563491)
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| 966 |
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926 train 7.703235 (lr=1.2364e-05) (hash(x)=50947272)
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| 967 |
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927 train 7.788035 (lr=1.2301e-05) (hash(x)=51229664)
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| 968 |
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928 train 7.544437 (lr=1.2239e-05) (hash(x)=47237060)
|
| 969 |
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929 train 7.521131 (lr=1.2178e-05) (hash(x)=46252668)
|
| 970 |
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930 train 7.597550 (lr=1.2118e-05) (hash(x)=43781107)
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| 971 |
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931 train 7.531198 (lr=1.2058e-05) (hash(x)=48746317)
|
| 972 |
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932 train 8.224815 (lr=1.1999e-05) (hash(x)=67646788)
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| 973 |
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933 train 7.406954 (lr=1.1941e-05) (hash(x)=44204094)
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| 974 |
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934 train 7.618474 (lr=1.1884e-05) (hash(x)=50776803)
|
| 975 |
+
935 train 7.811872 (lr=1.1828e-05) (hash(x)=51961195)
|
| 976 |
+
936 train 7.929801 (lr=1.1772e-05) (hash(x)=48943726)
|
| 977 |
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937 train 7.853168 (lr=1.1718e-05) (hash(x)=47683918)
|
| 978 |
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938 train 8.004213 (lr=1.1664e-05) (hash(x)=50300577)
|
| 979 |
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939 train 7.882885 (lr=1.1611e-05) (hash(x)=49881442)
|
| 980 |
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940 train 7.720823 (lr=1.1559e-05) (hash(x)=46953117)
|
| 981 |
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941 train 7.899009 (lr=1.1508e-05) (hash(x)=45500608)
|
| 982 |
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942 train 8.026901 (lr=1.1457e-05) (hash(x)=56801743)
|
| 983 |
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943 train 7.568245 (lr=1.1408e-05) (hash(x)=48726061)
|
| 984 |
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944 train 7.585130 (lr=1.1359e-05) (hash(x)=46878089)
|
| 985 |
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945 train 7.702103 (lr=1.1311e-05) (hash(x)=53235305)
|
| 986 |
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946 train 7.651208 (lr=1.1264e-05) (hash(x)=50160069)
|
| 987 |
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947 train 7.831829 (lr=1.1218e-05) (hash(x)=50492385)
|
| 988 |
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948 train 7.567551 (lr=1.1173e-05) (hash(x)=49291969)
|
| 989 |
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949 train 7.513515 (lr=1.1128e-05) (hash(x)=46951052)
|
| 990 |
+
950 val loss 7.6523
|
| 991 |
+
950 val perplexity 2105.5437
|
| 992 |
+
950 train 7.531526 (lr=1.1085e-05) (hash(x)=46580257)
|
| 993 |
+
951 train 7.766010 (lr=1.1042e-05) (hash(x)=53617083)
|
| 994 |
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952 train 7.650432 (lr=1.1000e-05) (hash(x)=50964186)
|
| 995 |
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953 train 7.652650 (lr=1.0959e-05) (hash(x)=50267127)
|
| 996 |
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954 train 7.485906 (lr=1.0919e-05) (hash(x)=43627333)
|
| 997 |
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955 train 7.504456 (lr=1.0879e-05) (hash(x)=45972461)
|
| 998 |
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956 train 7.498619 (lr=1.0841e-05) (hash(x)=45851643)
|
| 999 |
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957 train 7.888245 (lr=1.0803e-05) (hash(x)=55325922)
|
| 1000 |
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958 train 8.352912 (lr=1.0766e-05) (hash(x)=61621353)
|
| 1001 |
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959 train 8.347492 (lr=1.0730e-05) (hash(x)=60830807)
|
| 1002 |
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960 train 8.300445 (lr=1.0695e-05) (hash(x)=59780537)
|
| 1003 |
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961 train 8.310517 (lr=1.0661e-05) (hash(x)=59357720)
|
| 1004 |
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962 train 8.256862 (lr=1.0628e-05) (hash(x)=60305936)
|
| 1005 |
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963 train 8.318660 (lr=1.0595e-05) (hash(x)=63145389)
|
| 1006 |
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964 train 8.271323 (lr=1.0563e-05) (hash(x)=62011447)
|
| 1007 |
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965 train 8.293187 (lr=1.0533e-05) (hash(x)=60412496)
|
| 1008 |
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966 train 8.327641 (lr=1.0503e-05) (hash(x)=62740258)
|
| 1009 |
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967 train 8.379521 (lr=1.0474e-05) (hash(x)=64013010)
|
| 1010 |
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968 train 8.286026 (lr=1.0445e-05) (hash(x)=59176481)
|
| 1011 |
+
969 train 8.492831 (lr=1.0418e-05) (hash(x)=62177701)
|
| 1012 |
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970 train 8.278195 (lr=1.0391e-05) (hash(x)=60908204)
|
| 1013 |
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971 train 8.438822 (lr=1.0366e-05) (hash(x)=64418102)
|
| 1014 |
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972 train 8.351231 (lr=1.0341e-05) (hash(x)=60282281)
|
| 1015 |
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973 train 7.745143 (lr=1.0317e-05) (hash(x)=52915348)
|
| 1016 |
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974 train 7.715331 (lr=1.0294e-05) (hash(x)=49995009)
|
| 1017 |
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975 train 7.838100 (lr=1.0272e-05) (hash(x)=54461658)
|
| 1018 |
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976 train 8.158129 (lr=1.0251e-05) (hash(x)=63990903)
|
| 1019 |
+
977 train 7.735990 (lr=1.0230e-05) (hash(x)=47729553)
|
| 1020 |
+
978 train 7.666760 (lr=1.0211e-05) (hash(x)=50140658)
|
| 1021 |
+
979 train 7.533794 (lr=1.0192e-05) (hash(x)=49407427)
|
| 1022 |
+
980 train 7.718092 (lr=1.0174e-05) (hash(x)=51411433)
|
| 1023 |
+
981 train 7.635004 (lr=1.0157e-05) (hash(x)=51432179)
|
| 1024 |
+
982 train 7.631053 (lr=1.0141e-05) (hash(x)=51394518)
|
| 1025 |
+
983 train 7.568357 (lr=1.0126e-05) (hash(x)=48800368)
|
| 1026 |
+
984 train 7.825583 (lr=1.0111e-05) (hash(x)=51807114)
|
| 1027 |
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985 train 7.569704 (lr=1.0098e-05) (hash(x)=45866136)
|
| 1028 |
+
986 train 7.580410 (lr=1.0085e-05) (hash(x)=45069575)
|
| 1029 |
+
987 train 7.705280 (lr=1.0074e-05) (hash(x)=54376909)
|
| 1030 |
+
988 train 7.793777 (lr=1.0063e-05) (hash(x)=59343246)
|
| 1031 |
+
989 train 7.719244 (lr=1.0053e-05) (hash(x)=53519805)
|
| 1032 |
+
990 train 7.710960 (lr=1.0044e-05) (hash(x)=49346697)
|
| 1033 |
+
991 train 7.769209 (lr=1.0035e-05) (hash(x)=49838333)
|
| 1034 |
+
992 train 7.512253 (lr=1.0028e-05) (hash(x)=45831325)
|
| 1035 |
+
993 train 7.582121 (lr=1.0021e-05) (hash(x)=48643653)
|
| 1036 |
+
994 train 7.698822 (lr=1.0016e-05) (hash(x)=54516111)
|
| 1037 |
+
995 train 10.790346 (lr=1.0011e-05) (hash(x)=111351979)
|
| 1038 |
+
996 train 11.813456 (lr=1.0007e-05) (hash(x)=127687623)
|
| 1039 |
+
997 train 11.844747 (lr=1.0004e-05) (hash(x)=132049261)
|
| 1040 |
+
998 train 12.362039 (lr=1.0002e-05) (hash(x)=141228471)
|
| 1041 |
+
999 val loss 7.6654
|
| 1042 |
+
999 val perplexity 2133.1575
|
| 1043 |
+
999 train 11.282540 (lr=1.0000e-05) (hash(x)=119446440)
|
lr1e-4_total_batch_size10240_seq_len1024/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4040ebc702753545998cc2933abf3bf10519567bdc0e65eafa9f31feda4fd051
|
| 3 |
+
size 86167106
|
lr1e-4_total_batch_size10240_seq_len1024/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:796fa6c28ee0a6900bec19d856652a1736383510f5ef01edbbb38a5680cc6de4
|
| 3 |
+
size 71681862
|