Upload folder using huggingface_hub
Browse files- lr2e-4_total_batch_size10240_seq_len1024/args.json +1 -0
- lr2e-4_total_batch_size10240_seq_len1024/dataloader_00999.pt +3 -0
- lr2e-4_total_batch_size10240_seq_len1024/log2.txt +1043 -0
- lr2e-4_total_batch_size10240_seq_len1024/model_00999.pt +3 -0
- lr2e-4_total_batch_size10240_seq_len1024/optimizer_00999.pt +3 -0
lr2e-4_total_batch_size10240_seq_len1024/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr2e-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": 0.0002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr2e-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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lr2e-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=6.9930e-07) (hash(x)=49261872)
|
| 5 |
+
1 train 11.748100 (lr=1.3986e-06) (hash(x)=57833283)
|
| 6 |
+
2 train 11.760985 (lr=2.0979e-06) (hash(x)=51469900)
|
| 7 |
+
3 train 11.741347 (lr=2.7972e-06) (hash(x)=52769534)
|
| 8 |
+
4 train 11.735526 (lr=3.4965e-06) (hash(x)=48296575)
|
| 9 |
+
5 train 11.701181 (lr=4.1958e-06) (hash(x)=50373191)
|
| 10 |
+
6 train 11.728847 (lr=4.8951e-06) (hash(x)=51583947)
|
| 11 |
+
7 train 11.698127 (lr=5.5944e-06) (hash(x)=48487754)
|
| 12 |
+
8 train 11.701320 (lr=6.2937e-06) (hash(x)=54502191)
|
| 13 |
+
9 train 11.686286 (lr=6.9930e-06) (hash(x)=47781406)
|
| 14 |
+
10 train 11.714013 (lr=7.6923e-06) (hash(x)=53817479)
|
| 15 |
+
11 train 11.670273 (lr=8.3916e-06) (hash(x)=48658307)
|
| 16 |
+
12 train 11.680598 (lr=9.0909e-06) (hash(x)=56467437)
|
| 17 |
+
13 train 11.671237 (lr=9.7902e-06) (hash(x)=42956464)
|
| 18 |
+
14 train 11.659665 (lr=1.0490e-05) (hash(x)=50465744)
|
| 19 |
+
15 train 11.602141 (lr=1.1189e-05) (hash(x)=50106566)
|
| 20 |
+
16 train 11.601291 (lr=1.1888e-05) (hash(x)=57533378)
|
| 21 |
+
17 train 11.599414 (lr=1.2587e-05) (hash(x)=50260247)
|
| 22 |
+
18 train 11.592255 (lr=1.3287e-05) (hash(x)=51106171)
|
| 23 |
+
19 train 11.554175 (lr=1.3986e-05) (hash(x)=45839663)
|
| 24 |
+
20 train 11.544660 (lr=1.4685e-05) (hash(x)=50479757)
|
| 25 |
+
21 train 11.486102 (lr=1.5385e-05) (hash(x)=54489985)
|
| 26 |
+
22 train 11.474479 (lr=1.6084e-05) (hash(x)=52601470)
|
| 27 |
+
23 train 11.492828 (lr=1.6783e-05) (hash(x)=50770821)
|
| 28 |
+
24 train 11.454160 (lr=1.7483e-05) (hash(x)=48459756)
|
| 29 |
+
25 train 11.406890 (lr=1.8182e-05) (hash(x)=49416075)
|
| 30 |
+
26 train 11.397143 (lr=1.8881e-05) (hash(x)=51191917)
|
| 31 |
+
27 train 11.369567 (lr=1.9580e-05) (hash(x)=52323135)
|
| 32 |
+
28 train 11.351745 (lr=2.0280e-05) (hash(x)=47323142)
|
| 33 |
+
29 train 11.351085 (lr=2.0979e-05) (hash(x)=53922434)
|
| 34 |
+
30 train 11.297923 (lr=2.1678e-05) (hash(x)=46277237)
|
| 35 |
+
31 train 11.225369 (lr=2.2378e-05) (hash(x)=50183213)
|
| 36 |
+
32 train 11.173755 (lr=2.3077e-05) (hash(x)=49300734)
|
| 37 |
+
33 train 11.171687 (lr=2.3776e-05) (hash(x)=52003225)
|
| 38 |
+
34 train 11.141995 (lr=2.4476e-05) (hash(x)=52058527)
|
| 39 |
+
35 train 11.114552 (lr=2.5175e-05) (hash(x)=56845779)
|
| 40 |
+
36 train 10.986182 (lr=2.5874e-05) (hash(x)=53027784)
|
| 41 |
+
37 train 11.003158 (lr=2.6573e-05) (hash(x)=55034939)
|
| 42 |
+
38 train 10.913643 (lr=2.7273e-05) (hash(x)=55634780)
|
| 43 |
+
39 train 10.931262 (lr=2.7972e-05) (hash(x)=52671072)
|
| 44 |
+
40 train 10.928313 (lr=2.8671e-05) (hash(x)=46158462)
|
| 45 |
+
41 train 10.819260 (lr=2.9371e-05) (hash(x)=46979552)
|
| 46 |
+
42 train 10.883597 (lr=3.0070e-05) (hash(x)=53668921)
|
| 47 |
+
43 train 10.812106 (lr=3.0769e-05) (hash(x)=52068996)
|
| 48 |
+
44 train 10.787017 (lr=3.1469e-05) (hash(x)=49328499)
|
| 49 |
+
45 train 10.595138 (lr=3.2168e-05) (hash(x)=54071193)
|
| 50 |
+
46 train 10.634130 (lr=3.2867e-05) (hash(x)=50573962)
|
| 51 |
+
47 train 10.738607 (lr=3.3566e-05) (hash(x)=47640895)
|
| 52 |
+
48 train 10.775195 (lr=3.4266e-05) (hash(x)=52381297)
|
| 53 |
+
49 train 10.605321 (lr=3.4965e-05) (hash(x)=46150086)
|
| 54 |
+
50 val loss 10.5834
|
| 55 |
+
50 val perplexity 39475.5938
|
| 56 |
+
50 train 10.597545 (lr=3.5664e-05) (hash(x)=47852060)
|
| 57 |
+
51 train 10.603583 (lr=3.6364e-05) (hash(x)=45438450)
|
| 58 |
+
52 train 10.561132 (lr=3.7063e-05) (hash(x)=47030948)
|
| 59 |
+
53 train 10.425859 (lr=3.7762e-05) (hash(x)=44573591)
|
| 60 |
+
54 train 10.519282 (lr=3.8462e-05) (hash(x)=49868350)
|
| 61 |
+
55 train 10.694158 (lr=3.9161e-05) (hash(x)=62300690)
|
| 62 |
+
56 train 10.502460 (lr=3.9860e-05) (hash(x)=52900359)
|
| 63 |
+
57 train 10.483752 (lr=4.0559e-05) (hash(x)=50319996)
|
| 64 |
+
58 train 10.566067 (lr=4.1259e-05) (hash(x)=63972756)
|
| 65 |
+
59 train 10.442919 (lr=4.1958e-05) (hash(x)=54520776)
|
| 66 |
+
60 train 10.394032 (lr=4.2657e-05) (hash(x)=41677283)
|
| 67 |
+
61 train 10.414810 (lr=4.3357e-05) (hash(x)=44855848)
|
| 68 |
+
62 train 10.355506 (lr=4.4056e-05) (hash(x)=48794108)
|
| 69 |
+
63 train 10.413976 (lr=4.4755e-05) (hash(x)=54982586)
|
| 70 |
+
64 train 10.396308 (lr=4.5455e-05) (hash(x)=51251428)
|
| 71 |
+
65 train 10.437695 (lr=4.6154e-05) (hash(x)=50784472)
|
| 72 |
+
66 train 10.400275 (lr=4.6853e-05) (hash(x)=52402568)
|
| 73 |
+
67 train 10.236213 (lr=4.7552e-05) (hash(x)=50188334)
|
| 74 |
+
68 train 10.411622 (lr=4.8252e-05) (hash(x)=56568050)
|
| 75 |
+
69 train 10.296094 (lr=4.8951e-05) (hash(x)=50861237)
|
| 76 |
+
70 train 10.339705 (lr=4.9650e-05) (hash(x)=52123048)
|
| 77 |
+
71 train 10.382611 (lr=5.0350e-05) (hash(x)=60945351)
|
| 78 |
+
72 train 10.317969 (lr=5.1049e-05) (hash(x)=52352539)
|
| 79 |
+
73 train 10.404978 (lr=5.1748e-05) (hash(x)=56694638)
|
| 80 |
+
74 train 10.296813 (lr=5.2448e-05) (hash(x)=51084620)
|
| 81 |
+
75 train 10.409731 (lr=5.3147e-05) (hash(x)=58412625)
|
| 82 |
+
76 train 10.326200 (lr=5.3846e-05) (hash(x)=56756916)
|
| 83 |
+
77 train 10.319846 (lr=5.4545e-05) (hash(x)=50750450)
|
| 84 |
+
78 train 10.275464 (lr=5.5245e-05) (hash(x)=49918759)
|
| 85 |
+
79 train 10.358861 (lr=5.5944e-05) (hash(x)=51819337)
|
| 86 |
+
80 train 10.186170 (lr=5.6643e-05) (hash(x)=46506057)
|
| 87 |
+
81 train 10.202340 (lr=5.7343e-05) (hash(x)=48267882)
|
| 88 |
+
82 train 10.215323 (lr=5.8042e-05) (hash(x)=52004910)
|
| 89 |
+
83 train 10.159957 (lr=5.8741e-05) (hash(x)=52889428)
|
| 90 |
+
84 train 10.084986 (lr=5.9441e-05) (hash(x)=44915533)
|
| 91 |
+
85 train 10.081439 (lr=6.0140e-05) (hash(x)=49536098)
|
| 92 |
+
86 train 10.165557 (lr=6.0839e-05) (hash(x)=50097275)
|
| 93 |
+
87 train 10.123878 (lr=6.1538e-05) (hash(x)=50686547)
|
| 94 |
+
88 train 10.150065 (lr=6.2238e-05) (hash(x)=49463715)
|
| 95 |
+
89 train 10.107719 (lr=6.2937e-05) (hash(x)=50818630)
|
| 96 |
+
90 train 10.056193 (lr=6.3636e-05) (hash(x)=47363971)
|
| 97 |
+
91 train 10.086582 (lr=6.4336e-05) (hash(x)=49697510)
|
| 98 |
+
92 train 10.030208 (lr=6.5035e-05) (hash(x)=51247734)
|
| 99 |
+
93 train 10.095222 (lr=6.5734e-05) (hash(x)=53436760)
|
| 100 |
+
94 train 10.040941 (lr=6.6434e-05) (hash(x)=42551739)
|
| 101 |
+
95 train 10.060394 (lr=6.7133e-05) (hash(x)=46807632)
|
| 102 |
+
96 train 10.041682 (lr=6.7832e-05) (hash(x)=52261514)
|
| 103 |
+
97 train 10.108607 (lr=6.8531e-05) (hash(x)=54016065)
|
| 104 |
+
98 train 10.148406 (lr=6.9231e-05) (hash(x)=54782473)
|
| 105 |
+
99 train 10.172426 (lr=6.9930e-05) (hash(x)=57723080)
|
| 106 |
+
100 val loss 10.0282
|
| 107 |
+
100 val perplexity 22655.3984
|
| 108 |
+
100 train 10.102162 (lr=7.0629e-05) (hash(x)=49355093)
|
| 109 |
+
101 train 9.948083 (lr=7.1329e-05) (hash(x)=53422909)
|
| 110 |
+
102 train 10.059508 (lr=7.2028e-05) (hash(x)=51486849)
|
| 111 |
+
103 train 10.066257 (lr=7.2727e-05) (hash(x)=48459663)
|
| 112 |
+
104 train 10.001030 (lr=7.3427e-05) (hash(x)=51698063)
|
| 113 |
+
105 train 9.956862 (lr=7.4126e-05) (hash(x)=48794753)
|
| 114 |
+
106 train 9.953750 (lr=7.4825e-05) (hash(x)=44825422)
|
| 115 |
+
107 train 9.984085 (lr=7.5524e-05) (hash(x)=47148322)
|
| 116 |
+
108 train 10.051394 (lr=7.6224e-05) (hash(x)=49279091)
|
| 117 |
+
109 train 9.972125 (lr=7.6923e-05) (hash(x)=52460055)
|
| 118 |
+
110 train 9.996131 (lr=7.7622e-05) (hash(x)=46749333)
|
| 119 |
+
111 train 9.956304 (lr=7.8322e-05) (hash(x)=45337189)
|
| 120 |
+
112 train 9.854750 (lr=7.9021e-05) (hash(x)=49845142)
|
| 121 |
+
113 train 9.967847 (lr=7.9720e-05) (hash(x)=50930055)
|
| 122 |
+
114 train 9.861843 (lr=8.0420e-05) (hash(x)=50684591)
|
| 123 |
+
115 train 9.929499 (lr=8.1119e-05) (hash(x)=42125704)
|
| 124 |
+
116 train 9.731269 (lr=8.1818e-05) (hash(x)=41912026)
|
| 125 |
+
117 train 9.763512 (lr=8.2517e-05) (hash(x)=49174011)
|
| 126 |
+
118 train 9.859032 (lr=8.3217e-05) (hash(x)=49497097)
|
| 127 |
+
119 train 9.814177 (lr=8.3916e-05) (hash(x)=50618057)
|
| 128 |
+
120 train 9.817591 (lr=8.4615e-05) (hash(x)=59453505)
|
| 129 |
+
121 train 9.895617 (lr=8.5315e-05) (hash(x)=52423338)
|
| 130 |
+
122 train 9.827598 (lr=8.6014e-05) (hash(x)=53802843)
|
| 131 |
+
123 train 9.826434 (lr=8.6713e-05) (hash(x)=51754551)
|
| 132 |
+
124 train 9.896172 (lr=8.7413e-05) (hash(x)=51856340)
|
| 133 |
+
125 train 9.847727 (lr=8.8112e-05) (hash(x)=47059587)
|
| 134 |
+
126 train 9.685721 (lr=8.8811e-05) (hash(x)=51793651)
|
| 135 |
+
127 train 9.709285 (lr=8.9510e-05) (hash(x)=52187435)
|
| 136 |
+
128 train 9.718776 (lr=9.0210e-05) (hash(x)=54885326)
|
| 137 |
+
129 train 9.774138 (lr=9.0909e-05) (hash(x)=50919108)
|
| 138 |
+
130 train 9.797560 (lr=9.1608e-05) (hash(x)=54468731)
|
| 139 |
+
131 train 9.690082 (lr=9.2308e-05) (hash(x)=51831972)
|
| 140 |
+
132 train 9.652719 (lr=9.3007e-05) (hash(x)=48609553)
|
| 141 |
+
133 train 9.662732 (lr=9.3706e-05) (hash(x)=49049513)
|
| 142 |
+
134 train 9.606483 (lr=9.4406e-05) (hash(x)=51951796)
|
| 143 |
+
135 train 9.380771 (lr=9.5105e-05) (hash(x)=56443459)
|
| 144 |
+
136 train 9.643146 (lr=9.5804e-05) (hash(x)=47261375)
|
| 145 |
+
137 train 9.745523 (lr=9.6503e-05) (hash(x)=54156964)
|
| 146 |
+
138 train 9.777709 (lr=9.7203e-05) (hash(x)=55621436)
|
| 147 |
+
139 train 9.673388 (lr=9.7902e-05) (hash(x)=54578790)
|
| 148 |
+
140 train 9.598248 (lr=9.8601e-05) (hash(x)=46178169)
|
| 149 |
+
141 train 9.544604 (lr=9.9301e-05) (hash(x)=52813407)
|
| 150 |
+
142 train 9.559250 (lr=1.0000e-04) (hash(x)=55046177)
|
| 151 |
+
143 train 9.570002 (lr=1.0070e-04) (hash(x)=45098704)
|
| 152 |
+
144 train 9.568776 (lr=1.0140e-04) (hash(x)=45895117)
|
| 153 |
+
145 train 9.525518 (lr=1.0210e-04) (hash(x)=42452493)
|
| 154 |
+
146 train 9.552066 (lr=1.0280e-04) (hash(x)=50633976)
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147 train 9.515182 (lr=1.0350e-04) (hash(x)=45655812)
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148 train 9.452623 (lr=1.0420e-04) (hash(x)=47272687)
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149 train 9.513901 (lr=1.0490e-04) (hash(x)=45415908)
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150 val loss 9.4788
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150 val perplexity 13079.1172
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150 train 9.833732 (lr=1.0559e-04) (hash(x)=63111643)
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151 train 9.367700 (lr=1.0629e-04) (hash(x)=49436419)
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152 train 9.495153 (lr=1.0699e-04) (hash(x)=52633828)
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153 train 9.523623 (lr=1.0769e-04) (hash(x)=48033921)
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154 train 9.504397 (lr=1.0839e-04) (hash(x)=54348904)
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155 train 9.510643 (lr=1.0909e-04) (hash(x)=56987876)
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156 train 9.425293 (lr=1.0979e-04) (hash(x)=50155518)
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157 train 9.362266 (lr=1.1049e-04) (hash(x)=48024575)
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158 train 9.366742 (lr=1.1119e-04) (hash(x)=53059532)
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159 train 9.311000 (lr=1.1189e-04) (hash(x)=48339908)
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160 train 9.329988 (lr=1.1259e-04) (hash(x)=48990896)
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161 train 9.328168 (lr=1.1329e-04) (hash(x)=53135323)
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162 train 9.255060 (lr=1.1399e-04) (hash(x)=52351650)
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163 train 9.264178 (lr=1.1469e-04) (hash(x)=46142231)
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164 train 9.263778 (lr=1.1538e-04) (hash(x)=40473173)
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165 train 9.197341 (lr=1.1608e-04) (hash(x)=41898441)
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166 train 9.382715 (lr=1.1678e-04) (hash(x)=53594433)
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167 train 9.290586 (lr=1.1748e-04) (hash(x)=46263050)
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169 train 9.182536 (lr=1.1888e-04) (hash(x)=37281177)
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170 train 9.297235 (lr=1.1958e-04) (hash(x)=47276630)
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171 train 9.206841 (lr=1.2028e-04) (hash(x)=48285373)
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172 train 9.180015 (lr=1.2098e-04) (hash(x)=53372103)
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173 train 9.182198 (lr=1.2168e-04) (hash(x)=51190878)
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174 train 9.148402 (lr=1.2238e-04) (hash(x)=54854560)
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175 train 9.215400 (lr=1.2308e-04) (hash(x)=56873965)
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176 train 9.084628 (lr=1.2378e-04) (hash(x)=53533306)
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177 train 9.118213 (lr=1.2448e-04) (hash(x)=52595463)
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178 train 9.233507 (lr=1.2517e-04) (hash(x)=49109869)
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184 train 8.996111 (lr=1.2937e-04) (hash(x)=49970100)
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189 train 8.878774 (lr=1.3287e-04) (hash(x)=52690444)
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190 train 8.987842 (lr=1.3357e-04) (hash(x)=53043440)
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191 train 8.924240 (lr=1.3427e-04) (hash(x)=45627699)
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192 train 8.980259 (lr=1.3497e-04) (hash(x)=50337632)
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193 train 8.971118 (lr=1.3566e-04) (hash(x)=50636707)
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194 train 8.743868 (lr=1.3636e-04) (hash(x)=43415450)
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196 train 8.800592 (lr=1.3776e-04) (hash(x)=47474403)
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197 train 8.733015 (lr=1.3846e-04) (hash(x)=48109117)
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198 train 8.827570 (lr=1.3916e-04) (hash(x)=50752974)
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199 train 8.938959 (lr=1.3986e-04) (hash(x)=55122837)
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200 val loss 8.8616
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| 211 |
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200 val perplexity 7055.8833
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| 212 |
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200 train 8.786185 (lr=1.4056e-04) (hash(x)=49692660)
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201 train 9.044040 (lr=1.4126e-04) (hash(x)=58304741)
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202 train 8.805367 (lr=1.4196e-04) (hash(x)=51071912)
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203 train 8.832573 (lr=1.4266e-04) (hash(x)=48891446)
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204 train 8.904689 (lr=1.4336e-04) (hash(x)=51980344)
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205 train 8.649818 (lr=1.4406e-04) (hash(x)=46085486)
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206 train 8.799945 (lr=1.4476e-04) (hash(x)=50429471)
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207 train 8.835604 (lr=1.4545e-04) (hash(x)=50609171)
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208 train 8.748601 (lr=1.4615e-04) (hash(x)=56366529)
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209 train 8.802855 (lr=1.4685e-04) (hash(x)=44693623)
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210 train 8.812421 (lr=1.4755e-04) (hash(x)=52480393)
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211 train 8.711429 (lr=1.4825e-04) (hash(x)=45080235)
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212 train 8.695422 (lr=1.4895e-04) (hash(x)=47772363)
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213 train 8.594543 (lr=1.4965e-04) (hash(x)=46731794)
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214 train 8.642806 (lr=1.5035e-04) (hash(x)=44181238)
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215 train 8.705047 (lr=1.5105e-04) (hash(x)=46674118)
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216 train 8.535064 (lr=1.5175e-04) (hash(x)=49734489)
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217 train 8.651253 (lr=1.5245e-04) (hash(x)=46647221)
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218 train 8.606984 (lr=1.5315e-04) (hash(x)=53699708)
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219 train 8.622198 (lr=1.5385e-04) (hash(x)=51868493)
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220 train 8.612872 (lr=1.5455e-04) (hash(x)=49234242)
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221 train 8.638827 (lr=1.5524e-04) (hash(x)=52926855)
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222 train 8.497591 (lr=1.5594e-04) (hash(x)=48168200)
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223 train 8.560508 (lr=1.5664e-04) (hash(x)=50306555)
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224 train 8.449250 (lr=1.5734e-04) (hash(x)=47450495)
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225 train 8.463203 (lr=1.5804e-04) (hash(x)=47017597)
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226 train 8.406131 (lr=1.5874e-04) (hash(x)=45879487)
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227 train 8.421384 (lr=1.5944e-04) (hash(x)=45930697)
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228 train 8.702616 (lr=1.6014e-04) (hash(x)=51866248)
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229 train 8.560703 (lr=1.6084e-04) (hash(x)=55896424)
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230 train 8.505924 (lr=1.6154e-04) (hash(x)=49856927)
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231 train 8.419337 (lr=1.6224e-04) (hash(x)=50806347)
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232 train 8.455842 (lr=1.6294e-04) (hash(x)=48907697)
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233 train 8.519343 (lr=1.6364e-04) (hash(x)=53269239)
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234 train 8.616884 (lr=1.6434e-04) (hash(x)=58562988)
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235 train 8.337857 (lr=1.6503e-04) (hash(x)=50115446)
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236 train 8.289886 (lr=1.6573e-04) (hash(x)=39354357)
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237 train 8.500144 (lr=1.6643e-04) (hash(x)=53956776)
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238 train 8.264709 (lr=1.6713e-04) (hash(x)=49150615)
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239 train 8.362792 (lr=1.6783e-04) (hash(x)=51243947)
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240 train 8.476169 (lr=1.6853e-04) (hash(x)=54091498)
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241 train 8.315440 (lr=1.6923e-04) (hash(x)=55362900)
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242 train 8.350728 (lr=1.6993e-04) (hash(x)=49537560)
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243 train 8.054591 (lr=1.7063e-04) (hash(x)=34965283)
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244 train 8.260314 (lr=1.7133e-04) (hash(x)=43293134)
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245 train 8.269095 (lr=1.7203e-04) (hash(x)=52583594)
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246 train 8.350337 (lr=1.7273e-04) (hash(x)=50277570)
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247 train 8.264630 (lr=1.7343e-04) (hash(x)=53806649)
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248 train 8.233866 (lr=1.7413e-04) (hash(x)=48819401)
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249 train 8.216193 (lr=1.7483e-04) (hash(x)=51974675)
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250 val loss 8.2413
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| 263 |
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250 val perplexity 3794.4939
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| 264 |
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250 train 8.272585 (lr=1.7552e-04) (hash(x)=46284281)
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251 train 8.224204 (lr=1.7622e-04) (hash(x)=45810574)
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252 train 8.305145 (lr=1.7692e-04) (hash(x)=49217593)
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253 train 7.798548 (lr=1.7762e-04) (hash(x)=34273240)
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254 train 8.064310 (lr=1.7832e-04) (hash(x)=48362439)
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255 train 8.125449 (lr=1.7902e-04) (hash(x)=50536970)
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256 train 8.221976 (lr=1.7972e-04) (hash(x)=52438285)
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257 train 7.859964 (lr=1.8042e-04) (hash(x)=47843837)
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258 train 8.202934 (lr=1.8112e-04) (hash(x)=50928031)
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259 train 8.250717 (lr=1.8182e-04) (hash(x)=56940944)
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260 train 8.244458 (lr=1.8252e-04) (hash(x)=54715437)
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261 train 8.217026 (lr=1.8322e-04) (hash(x)=54162688)
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262 train 8.147473 (lr=1.8392e-04) (hash(x)=45398098)
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263 train 8.181998 (lr=1.8462e-04) (hash(x)=51669498)
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264 train 8.089635 (lr=1.8531e-04) (hash(x)=52890008)
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265 train 8.212882 (lr=1.8601e-04) (hash(x)=53020601)
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266 train 8.193078 (lr=1.8671e-04) (hash(x)=50728575)
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267 train 8.134582 (lr=1.8741e-04) (hash(x)=46315245)
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268 train 7.980864 (lr=1.8811e-04) (hash(x)=51700327)
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269 train 8.158723 (lr=1.8881e-04) (hash(x)=51422940)
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270 train 8.027968 (lr=1.8951e-04) (hash(x)=50079658)
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271 train 8.035962 (lr=1.9021e-04) (hash(x)=50610610)
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272 train 8.052531 (lr=1.9091e-04) (hash(x)=53349554)
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273 train 7.979824 (lr=1.9161e-04) (hash(x)=47220467)
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274 train 7.955947 (lr=1.9231e-04) (hash(x)=47059896)
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275 train 7.994769 (lr=1.9301e-04) (hash(x)=51478185)
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276 train 7.974135 (lr=1.9371e-04) (hash(x)=49910644)
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277 train 7.890980 (lr=1.9441e-04) (hash(x)=48930577)
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278 train 8.030375 (lr=1.9510e-04) (hash(x)=49020396)
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279 train 8.134684 (lr=1.9580e-04) (hash(x)=53701929)
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280 train 7.946855 (lr=1.9650e-04) (hash(x)=47184278)
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281 train 8.185374 (lr=1.9720e-04) (hash(x)=54410011)
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282 train 8.052638 (lr=1.9790e-04) (hash(x)=54549283)
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283 train 8.043493 (lr=1.9860e-04) (hash(x)=51021250)
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284 train 7.933570 (lr=1.9930e-04) (hash(x)=50272010)
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285 train 8.029544 (lr=2.0000e-04) (hash(x)=55817179)
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286 train 7.906720 (lr=2.0000e-04) (hash(x)=47596588)
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287 train 7.840889 (lr=2.0000e-04) (hash(x)=46930369)
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288 train 7.852684 (lr=2.0000e-04) (hash(x)=48874951)
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289 train 8.007041 (lr=1.9999e-04) (hash(x)=51147542)
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290 train 7.927900 (lr=1.9999e-04) (hash(x)=52125021)
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291 train 7.597225 (lr=1.9998e-04) (hash(x)=39405431)
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292 train 7.849229 (lr=1.9997e-04) (hash(x)=47289107)
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293 train 7.831790 (lr=1.9996e-04) (hash(x)=48536998)
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294 train 8.294857 (lr=1.9994e-04) (hash(x)=62523011)
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295 train 8.322829 (lr=1.9993e-04) (hash(x)=57476018)
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296 train 7.976010 (lr=1.9991e-04) (hash(x)=54119125)
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297 train 8.247438 (lr=1.9989e-04) (hash(x)=58950633)
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298 train 7.990517 (lr=1.9987e-04) (hash(x)=53212705)
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299 train 7.916055 (lr=1.9985e-04) (hash(x)=48315677)
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| 314 |
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300 val loss 7.8479
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| 315 |
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300 val perplexity 2560.2395
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| 316 |
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300 train 7.869667 (lr=1.9983e-04) (hash(x)=48622485)
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301 train 7.897988 (lr=1.9980e-04) (hash(x)=53677175)
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302 train 7.993814 (lr=1.9978e-04) (hash(x)=55167389)
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303 train 7.920248 (lr=1.9975e-04) (hash(x)=50199187)
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304 train 7.997447 (lr=1.9972e-04) (hash(x)=52896102)
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305 train 7.910948 (lr=1.9969e-04) (hash(x)=56596899)
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306 train 8.021743 (lr=1.9965e-04) (hash(x)=53062758)
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307 train 7.938333 (lr=1.9962e-04) (hash(x)=49586111)
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308 train 7.877156 (lr=1.9958e-04) (hash(x)=52369544)
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309 train 7.783241 (lr=1.9954e-04) (hash(x)=46819915)
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310 train 7.659936 (lr=1.9950e-04) (hash(x)=49293953)
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311 train 7.870523 (lr=1.9946e-04) (hash(x)=45949699)
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312 train 8.022288 (lr=1.9941e-04) (hash(x)=53515595)
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313 train 7.747560 (lr=1.9937e-04) (hash(x)=45515416)
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314 train 7.979358 (lr=1.9932e-04) (hash(x)=49455078)
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315 train 8.466532 (lr=1.9927e-04) (hash(x)=47334388)
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316 train 8.430546 (lr=1.9922e-04) (hash(x)=48654816)
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317 train 7.996665 (lr=1.9916e-04) (hash(x)=49474562)
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318 train 7.915223 (lr=1.9911e-04) (hash(x)=47371125)
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319 train 7.742874 (lr=1.9905e-04) (hash(x)=53294055)
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320 train 7.572171 (lr=1.9899e-04) (hash(x)=51679677)
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321 train 7.755049 (lr=1.9893e-04) (hash(x)=54082362)
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322 train 7.820014 (lr=1.9887e-04) (hash(x)=53670230)
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323 train 7.621237 (lr=1.9881e-04) (hash(x)=46499362)
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329 train 7.401851 (lr=1.9839e-04) (hash(x)=41633073)
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330 train 7.517650 (lr=1.9832e-04) (hash(x)=42914820)
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331 train 7.677701 (lr=1.9824e-04) (hash(x)=46479397)
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332 train 7.572614 (lr=1.9816e-04) (hash(x)=44391371)
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334 train 7.688114 (lr=1.9800e-04) (hash(x)=50758211)
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336 train 7.902742 (lr=1.9783e-04) (hash(x)=51411646)
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338 train 7.757939 (lr=1.9765e-04) (hash(x)=50550907)
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339 train 7.662548 (lr=1.9756e-04) (hash(x)=47738093)
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340 train 7.996507 (lr=1.9747e-04) (hash(x)=56998616)
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341 train 7.741690 (lr=1.9738e-04) (hash(x)=51395731)
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342 train 7.904665 (lr=1.9728e-04) (hash(x)=61530180)
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343 train 8.146672 (lr=1.9718e-04) (hash(x)=59006693)
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344 train 7.660684 (lr=1.9709e-04) (hash(x)=48594367)
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345 train 7.766876 (lr=1.9698e-04) (hash(x)=52545488)
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| 362 |
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346 train 7.645439 (lr=1.9688e-04) (hash(x)=47376565)
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| 363 |
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347 train 7.724994 (lr=1.9678e-04) (hash(x)=46312947)
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| 364 |
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348 train 7.732822 (lr=1.9667e-04) (hash(x)=49325729)
|
| 365 |
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349 train 7.831522 (lr=1.9656e-04) (hash(x)=51488924)
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| 366 |
+
350 val loss 7.7156
|
| 367 |
+
350 val perplexity 2243.0256
|
| 368 |
+
350 train 7.726972 (lr=1.9646e-04) (hash(x)=52194507)
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| 369 |
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351 train 7.708641 (lr=1.9634e-04) (hash(x)=51396394)
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| 370 |
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352 train 7.842031 (lr=1.9623e-04) (hash(x)=47730521)
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| 371 |
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353 train 7.637547 (lr=1.9612e-04) (hash(x)=43705721)
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| 372 |
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354 train 7.650529 (lr=1.9600e-04) (hash(x)=47078328)
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| 373 |
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355 train 7.965048 (lr=1.9588e-04) (hash(x)=55830040)
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| 374 |
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356 train 7.901582 (lr=1.9576e-04) (hash(x)=48559738)
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| 375 |
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357 train 7.713269 (lr=1.9564e-04) (hash(x)=49340705)
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| 376 |
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358 train 7.790738 (lr=1.9552e-04) (hash(x)=49635452)
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| 377 |
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359 train 7.806571 (lr=1.9540e-04) (hash(x)=52098425)
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| 378 |
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360 train 7.656087 (lr=1.9527e-04) (hash(x)=48852030)
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| 379 |
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361 train 7.719658 (lr=1.9514e-04) (hash(x)=48643399)
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| 380 |
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362 train 7.997684 (lr=1.9501e-04) (hash(x)=58138953)
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| 381 |
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363 train 7.454658 (lr=1.9488e-04) (hash(x)=44163258)
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| 382 |
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364 train 7.817750 (lr=1.9475e-04) (hash(x)=55032638)
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| 383 |
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365 train 7.683890 (lr=1.9462e-04) (hash(x)=48803235)
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| 384 |
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366 train 7.560815 (lr=1.9448e-04) (hash(x)=48930309)
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| 385 |
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367 train 7.992860 (lr=1.9434e-04) (hash(x)=58459317)
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| 386 |
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368 train 7.840917 (lr=1.9421e-04) (hash(x)=52969670)
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| 387 |
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369 train 7.787548 (lr=1.9406e-04) (hash(x)=55950871)
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| 388 |
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370 train 7.742256 (lr=1.9392e-04) (hash(x)=50190558)
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| 389 |
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371 train 7.824319 (lr=1.9378e-04) (hash(x)=50402996)
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| 390 |
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372 train 7.669240 (lr=1.9363e-04) (hash(x)=48331790)
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373 train 7.696492 (lr=1.9349e-04) (hash(x)=51861896)
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374 train 7.722473 (lr=1.9334e-04) (hash(x)=52442780)
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375 train 7.676956 (lr=1.9319e-04) (hash(x)=47781307)
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376 train 7.351990 (lr=1.9304e-04) (hash(x)=45305570)
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377 train 8.219782 (lr=1.9288e-04) (hash(x)=58591982)
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378 train 7.834163 (lr=1.9273e-04) (hash(x)=53348894)
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379 train 7.998423 (lr=1.9257e-04) (hash(x)=55269973)
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| 398 |
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380 train 7.748958 (lr=1.9241e-04) (hash(x)=52427717)
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| 399 |
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381 train 7.931667 (lr=1.9225e-04) (hash(x)=54250578)
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382 train 7.914312 (lr=1.9209e-04) (hash(x)=55042333)
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| 401 |
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383 train 7.920208 (lr=1.9193e-04) (hash(x)=55088766)
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384 train 7.689182 (lr=1.9176e-04) (hash(x)=51982665)
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385 train 7.662782 (lr=1.9160e-04) (hash(x)=50679914)
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386 train 7.760742 (lr=1.9143e-04) (hash(x)=55557228)
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| 405 |
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387 train 7.739777 (lr=1.9126e-04) (hash(x)=48450358)
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| 406 |
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388 train 7.578718 (lr=1.9109e-04) (hash(x)=49288522)
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| 407 |
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389 train 7.820223 (lr=1.9091e-04) (hash(x)=49197883)
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| 408 |
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390 train 7.781827 (lr=1.9074e-04) (hash(x)=54555602)
|
| 409 |
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391 train 7.651784 (lr=1.9056e-04) (hash(x)=50198680)
|
| 410 |
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392 train 7.737273 (lr=1.9039e-04) (hash(x)=54766944)
|
| 411 |
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393 train 7.700063 (lr=1.9021e-04) (hash(x)=51419665)
|
| 412 |
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394 train 7.276377 (lr=1.9003e-04) (hash(x)=43612177)
|
| 413 |
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395 train 7.636800 (lr=1.8985e-04) (hash(x)=48650332)
|
| 414 |
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396 train 7.729390 (lr=1.8966e-04) (hash(x)=53120879)
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| 415 |
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397 train 7.593544 (lr=1.8948e-04) (hash(x)=48143827)
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| 416 |
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398 train 7.595224 (lr=1.8929e-04) (hash(x)=46766862)
|
| 417 |
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399 train 7.705740 (lr=1.8910e-04) (hash(x)=52234688)
|
| 418 |
+
400 val loss 7.6683
|
| 419 |
+
400 val perplexity 2139.5386
|
| 420 |
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400 train 7.613262 (lr=1.8891e-04) (hash(x)=49099804)
|
| 421 |
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401 train 7.732048 (lr=1.8872e-04) (hash(x)=52032234)
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| 422 |
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402 train 7.721689 (lr=1.8853e-04) (hash(x)=51775957)
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| 423 |
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403 train 7.703857 (lr=1.8834e-04) (hash(x)=51346801)
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| 424 |
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404 train 7.714598 (lr=1.8814e-04) (hash(x)=49392856)
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| 425 |
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405 train 8.036746 (lr=1.8794e-04) (hash(x)=58253034)
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| 426 |
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406 train 7.903621 (lr=1.8774e-04) (hash(x)=54043298)
|
| 427 |
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407 train 7.765503 (lr=1.8754e-04) (hash(x)=52929403)
|
| 428 |
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408 train 7.682576 (lr=1.8734e-04) (hash(x)=52901232)
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| 429 |
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409 train 7.874216 (lr=1.8714e-04) (hash(x)=56975127)
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| 430 |
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410 train 7.695967 (lr=1.8693e-04) (hash(x)=50603607)
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| 431 |
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411 train 7.824713 (lr=1.8673e-04) (hash(x)=56070928)
|
| 432 |
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412 train 7.662697 (lr=1.8652e-04) (hash(x)=44443158)
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| 433 |
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413 train 7.670433 (lr=1.8631e-04) (hash(x)=48921492)
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| 434 |
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414 train 7.732751 (lr=1.8610e-04) (hash(x)=50946739)
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| 435 |
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415 train 7.532600 (lr=1.8589e-04) (hash(x)=50526384)
|
| 436 |
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416 train 7.784912 (lr=1.8567e-04) (hash(x)=56037628)
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| 437 |
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417 train 7.562004 (lr=1.8546e-04) (hash(x)=49178590)
|
| 438 |
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418 train 7.653552 (lr=1.8524e-04) (hash(x)=50164285)
|
| 439 |
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419 train 7.910399 (lr=1.8502e-04) (hash(x)=60209461)
|
| 440 |
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420 train 7.888630 (lr=1.8480e-04) (hash(x)=51355917)
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| 441 |
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421 train 7.723494 (lr=1.8458e-04) (hash(x)=51970769)
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| 442 |
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422 train 7.671051 (lr=1.8436e-04) (hash(x)=51896253)
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| 443 |
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423 train 7.766355 (lr=1.8414e-04) (hash(x)=52322092)
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| 444 |
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424 train 7.382028 (lr=1.8391e-04) (hash(x)=46560171)
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| 445 |
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425 train 7.598588 (lr=1.8369e-04) (hash(x)=49806109)
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| 446 |
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426 train 7.771512 (lr=1.8346e-04) (hash(x)=52507118)
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| 447 |
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427 train 7.769502 (lr=1.8323e-04) (hash(x)=52916383)
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| 448 |
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428 train 7.538571 (lr=1.8300e-04) (hash(x)=46519875)
|
| 449 |
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429 train 7.470142 (lr=1.8276e-04) (hash(x)=43459378)
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| 450 |
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430 train 7.716650 (lr=1.8253e-04) (hash(x)=54438747)
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| 451 |
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431 train 7.523711 (lr=1.8230e-04) (hash(x)=52529702)
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| 452 |
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432 train 7.655316 (lr=1.8206e-04) (hash(x)=52506037)
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| 453 |
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433 train 7.676141 (lr=1.8182e-04) (hash(x)=49688097)
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| 454 |
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434 train 7.723791 (lr=1.8158e-04) (hash(x)=52187692)
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| 455 |
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435 train 7.743150 (lr=1.8134e-04) (hash(x)=51980724)
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| 456 |
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436 train 7.771242 (lr=1.8110e-04) (hash(x)=57522870)
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| 457 |
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437 train 7.641463 (lr=1.8086e-04) (hash(x)=47435088)
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| 458 |
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438 train 7.754393 (lr=1.8061e-04) (hash(x)=54021184)
|
| 459 |
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439 train 7.515082 (lr=1.8036e-04) (hash(x)=46826784)
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| 460 |
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440 train 7.760738 (lr=1.8012e-04) (hash(x)=46764832)
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| 461 |
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441 train 7.671886 (lr=1.7987e-04) (hash(x)=51120264)
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| 462 |
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442 train 7.657025 (lr=1.7962e-04) (hash(x)=52654128)
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| 463 |
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443 train 7.664714 (lr=1.7937e-04) (hash(x)=51321857)
|
| 464 |
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444 train 7.573438 (lr=1.7911e-04) (hash(x)=45311446)
|
| 465 |
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445 train 7.465247 (lr=1.7886e-04) (hash(x)=51476600)
|
| 466 |
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446 train 7.713422 (lr=1.7860e-04) (hash(x)=51269835)
|
| 467 |
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447 train 7.652721 (lr=1.7835e-04) (hash(x)=53475454)
|
| 468 |
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448 train 7.488464 (lr=1.7809e-04) (hash(x)=46470991)
|
| 469 |
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449 train 7.412716 (lr=1.7783e-04) (hash(x)=39878629)
|
| 470 |
+
450 val loss 7.6031
|
| 471 |
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450 val perplexity 2004.4531
|
| 472 |
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450 train 7.635339 (lr=1.7757e-04) (hash(x)=50326173)
|
| 473 |
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451 train 7.651618 (lr=1.7731e-04) (hash(x)=54787418)
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| 474 |
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452 train 7.728883 (lr=1.7704e-04) (hash(x)=48949948)
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| 475 |
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453 train 7.788944 (lr=1.7678e-04) (hash(x)=52506608)
|
| 476 |
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454 train 7.568782 (lr=1.7651e-04) (hash(x)=54323120)
|
| 477 |
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455 train 7.542637 (lr=1.7624e-04) (hash(x)=46810389)
|
| 478 |
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456 train 7.435760 (lr=1.7597e-04) (hash(x)=45396873)
|
| 479 |
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457 train 7.776685 (lr=1.7570e-04) (hash(x)=57144694)
|
| 480 |
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458 train 7.521841 (lr=1.7543e-04) (hash(x)=49878429)
|
| 481 |
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459 train 7.666568 (lr=1.7516e-04) (hash(x)=53498382)
|
| 482 |
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460 train 7.540543 (lr=1.7489e-04) (hash(x)=47417814)
|
| 483 |
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461 train 7.680439 (lr=1.7461e-04) (hash(x)=51280415)
|
| 484 |
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462 train 7.665544 (lr=1.7434e-04) (hash(x)=54075295)
|
| 485 |
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463 train 7.482296 (lr=1.7406e-04) (hash(x)=46323632)
|
| 486 |
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464 train 7.588748 (lr=1.7378e-04) (hash(x)=50211782)
|
| 487 |
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465 train 7.537257 (lr=1.7350e-04) (hash(x)=46779238)
|
| 488 |
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466 train 7.626318 (lr=1.7322e-04) (hash(x)=48313734)
|
| 489 |
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467 train 7.625603 (lr=1.7294e-04) (hash(x)=52398798)
|
| 490 |
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468 train 7.594667 (lr=1.7265e-04) (hash(x)=50640616)
|
| 491 |
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469 train 7.588582 (lr=1.7237e-04) (hash(x)=48186608)
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| 492 |
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470 train 7.615999 (lr=1.7208e-04) (hash(x)=51158107)
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| 493 |
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471 train 7.490911 (lr=1.7179e-04) (hash(x)=53724068)
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| 494 |
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472 train 7.546930 (lr=1.7151e-04) (hash(x)=52537855)
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473 train 7.636984 (lr=1.7122e-04) (hash(x)=52960197)
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| 496 |
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474 train 7.710744 (lr=1.7092e-04) (hash(x)=54156942)
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| 497 |
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475 train 7.888799 (lr=1.7063e-04) (hash(x)=52768582)
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| 498 |
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476 train 7.448968 (lr=1.7034e-04) (hash(x)=50479600)
|
| 499 |
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477 train 7.595882 (lr=1.7004e-04) (hash(x)=52810796)
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| 500 |
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478 train 7.725255 (lr=1.6975e-04) (hash(x)=49731354)
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| 501 |
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479 train 7.500096 (lr=1.6945e-04) (hash(x)=46747022)
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| 502 |
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480 train 7.551336 (lr=1.6915e-04) (hash(x)=49495779)
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| 503 |
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481 train 7.638721 (lr=1.6886e-04) (hash(x)=53760168)
|
| 504 |
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482 train 7.659782 (lr=1.6856e-04) (hash(x)=51460514)
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| 505 |
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483 train 7.618024 (lr=1.6825e-04) (hash(x)=50353293)
|
| 506 |
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484 train 7.600713 (lr=1.6795e-04) (hash(x)=53396658)
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| 507 |
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485 train 7.710873 (lr=1.6765e-04) (hash(x)=50573284)
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| 508 |
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486 train 7.445994 (lr=1.6734e-04) (hash(x)=49168443)
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| 509 |
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487 train 7.671410 (lr=1.6704e-04) (hash(x)=50822751)
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| 510 |
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488 train 7.696812 (lr=1.6673e-04) (hash(x)=45669857)
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| 511 |
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489 train 7.462562 (lr=1.6642e-04) (hash(x)=44593201)
|
| 512 |
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490 train 7.261325 (lr=1.6611e-04) (hash(x)=39734742)
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| 513 |
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491 train 7.585416 (lr=1.6580e-04) (hash(x)=47616170)
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| 514 |
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492 train 7.549239 (lr=1.6549e-04) (hash(x)=46558148)
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| 515 |
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493 train 7.512651 (lr=1.6518e-04) (hash(x)=49711034)
|
| 516 |
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494 train 7.748211 (lr=1.6487e-04) (hash(x)=55210283)
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| 517 |
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495 train 7.575337 (lr=1.6455e-04) (hash(x)=48013779)
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| 518 |
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496 train 7.616418 (lr=1.6424e-04) (hash(x)=50644422)
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| 519 |
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497 train 7.621373 (lr=1.6392e-04) (hash(x)=49696467)
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| 520 |
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498 train 7.617441 (lr=1.6360e-04) (hash(x)=43246287)
|
| 521 |
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499 train 7.511930 (lr=1.6328e-04) (hash(x)=45598720)
|
| 522 |
+
500 val loss 7.5915
|
| 523 |
+
500 val perplexity 1981.2271
|
| 524 |
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500 train 7.571321 (lr=1.6296e-04) (hash(x)=51062334)
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| 525 |
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501 train 7.482541 (lr=1.6264e-04) (hash(x)=49421968)
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| 526 |
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502 train 7.605157 (lr=1.6232e-04) (hash(x)=52123859)
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| 527 |
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503 train 7.616413 (lr=1.6200e-04) (hash(x)=52658193)
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| 528 |
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504 train 7.554155 (lr=1.6168e-04) (hash(x)=51023513)
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| 529 |
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505 train 7.783034 (lr=1.6135e-04) (hash(x)=51581514)
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| 530 |
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506 train 7.673482 (lr=1.6103e-04) (hash(x)=49089133)
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| 531 |
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507 train 7.551337 (lr=1.6070e-04) (hash(x)=48531900)
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| 532 |
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508 train 7.639862 (lr=1.6037e-04) (hash(x)=52693475)
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| 533 |
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509 train 7.634651 (lr=1.6004e-04) (hash(x)=54903424)
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| 534 |
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510 train 7.662857 (lr=1.5971e-04) (hash(x)=51036262)
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| 535 |
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511 train 7.515724 (lr=1.5938e-04) (hash(x)=46134720)
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| 536 |
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512 train 7.725934 (lr=1.5905e-04) (hash(x)=53031267)
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| 537 |
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513 train 7.736398 (lr=1.5872e-04) (hash(x)=53833396)
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| 538 |
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514 train 7.569791 (lr=1.5838e-04) (hash(x)=55247788)
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| 539 |
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515 train 7.621184 (lr=1.5805e-04) (hash(x)=51156418)
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| 540 |
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516 train 7.528346 (lr=1.5772e-04) (hash(x)=51468309)
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| 541 |
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517 train 7.477683 (lr=1.5738e-04) (hash(x)=48618191)
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| 542 |
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518 train 7.764391 (lr=1.5704e-04) (hash(x)=53297837)
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| 543 |
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519 train 7.574213 (lr=1.5670e-04) (hash(x)=52902481)
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| 544 |
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520 train 7.571499 (lr=1.5636e-04) (hash(x)=52699185)
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| 545 |
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521 train 7.611329 (lr=1.5602e-04) (hash(x)=54117145)
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| 546 |
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522 train 7.753488 (lr=1.5568e-04) (hash(x)=53596095)
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523 train 7.610703 (lr=1.5534e-04) (hash(x)=51604647)
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| 548 |
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524 train 7.564107 (lr=1.5500e-04) (hash(x)=52145920)
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| 549 |
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525 train 7.532642 (lr=1.5466e-04) (hash(x)=50691387)
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526 train 7.657948 (lr=1.5431e-04) (hash(x)=52429064)
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527 train 7.495456 (lr=1.5397e-04) (hash(x)=49163526)
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528 train 7.692514 (lr=1.5362e-04) (hash(x)=53184723)
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| 553 |
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529 train 7.456529 (lr=1.5327e-04) (hash(x)=47039068)
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| 554 |
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530 train 7.727259 (lr=1.5293e-04) (hash(x)=47552672)
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531 train 7.516154 (lr=1.5258e-04) (hash(x)=53829392)
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| 556 |
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532 train 7.376569 (lr=1.5223e-04) (hash(x)=47800177)
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| 557 |
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533 train 7.387517 (lr=1.5188e-04) (hash(x)=49800706)
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| 558 |
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534 train 7.722309 (lr=1.5153e-04) (hash(x)=55575943)
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| 559 |
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535 train 7.522624 (lr=1.5118e-04) (hash(x)=49028078)
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| 560 |
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536 train 7.667557 (lr=1.5082e-04) (hash(x)=54755546)
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537 train 7.619453 (lr=1.5047e-04) (hash(x)=53372658)
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538 train 7.568677 (lr=1.5012e-04) (hash(x)=52268865)
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539 train 7.579017 (lr=1.4976e-04) (hash(x)=52517672)
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540 train 7.553670 (lr=1.4941e-04) (hash(x)=50244085)
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541 train 7.447942 (lr=1.4905e-04) (hash(x)=49248218)
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542 train 7.608560 (lr=1.4869e-04) (hash(x)=49762688)
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543 train 7.717953 (lr=1.4833e-04) (hash(x)=59110263)
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544 train 7.443224 (lr=1.4798e-04) (hash(x)=47478150)
|
| 569 |
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545 train 7.560536 (lr=1.4762e-04) (hash(x)=54533121)
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| 570 |
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546 train 7.484357 (lr=1.4726e-04) (hash(x)=49901224)
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| 571 |
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547 train 7.609699 (lr=1.4690e-04) (hash(x)=51195255)
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| 572 |
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548 train 7.536994 (lr=1.4653e-04) (hash(x)=49109169)
|
| 573 |
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549 train 7.446237 (lr=1.4617e-04) (hash(x)=47467588)
|
| 574 |
+
550 val loss 7.5069
|
| 575 |
+
550 val perplexity 1820.5686
|
| 576 |
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550 train 7.469481 (lr=1.4581e-04) (hash(x)=46269857)
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| 577 |
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551 train 7.443704 (lr=1.4545e-04) (hash(x)=50517780)
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| 578 |
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552 train 7.543475 (lr=1.4508e-04) (hash(x)=50183795)
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| 579 |
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553 train 7.498013 (lr=1.4472e-04) (hash(x)=50640606)
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| 580 |
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554 train 7.539389 (lr=1.4435e-04) (hash(x)=51738364)
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555 train 8.239552 (lr=1.4398e-04) (hash(x)=62341175)
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| 582 |
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556 train 7.653484 (lr=1.4362e-04) (hash(x)=45189486)
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| 583 |
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557 train 7.615215 (lr=1.4325e-04) (hash(x)=51670137)
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| 584 |
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558 train 7.443668 (lr=1.4288e-04) (hash(x)=46152565)
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559 train 7.347608 (lr=1.4251e-04) (hash(x)=45890874)
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560 train 7.554988 (lr=1.4214e-04) (hash(x)=50865200)
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561 train 7.392642 (lr=1.4177e-04) (hash(x)=50817384)
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562 train 7.362367 (lr=1.4140e-04) (hash(x)=45716461)
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| 589 |
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563 train 7.507634 (lr=1.4103e-04) (hash(x)=49188067)
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| 590 |
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564 train 7.604416 (lr=1.4066e-04) (hash(x)=51104117)
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565 train 7.604581 (lr=1.4029e-04) (hash(x)=53943162)
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566 train 7.228746 (lr=1.3991e-04) (hash(x)=42808589)
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567 train 7.484834 (lr=1.3954e-04) (hash(x)=47888783)
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568 train 7.360088 (lr=1.3916e-04) (hash(x)=46060882)
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569 train 7.580092 (lr=1.3879e-04) (hash(x)=47770108)
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570 train 7.750607 (lr=1.3841e-04) (hash(x)=53150465)
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571 train 7.917108 (lr=1.3804e-04) (hash(x)=52775090)
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572 train 7.651674 (lr=1.3766e-04) (hash(x)=49924177)
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573 train 7.485525 (lr=1.3728e-04) (hash(x)=49971730)
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574 train 7.506099 (lr=1.3691e-04) (hash(x)=47952698)
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575 train 7.821842 (lr=1.3653e-04) (hash(x)=56693767)
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576 train 7.283060 (lr=1.3615e-04) (hash(x)=43516921)
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577 train 7.648258 (lr=1.3577e-04) (hash(x)=53347077)
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578 train 7.427532 (lr=1.3539e-04) (hash(x)=47410931)
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579 train 7.411890 (lr=1.3501e-04) (hash(x)=45014400)
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580 train 7.525362 (lr=1.3463e-04) (hash(x)=54677976)
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581 train 7.301271 (lr=1.3425e-04) (hash(x)=45398141)
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582 train 7.334895 (lr=1.3387e-04) (hash(x)=47181969)
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583 train 7.775783 (lr=1.3348e-04) (hash(x)=53102856)
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| 610 |
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584 train 7.364972 (lr=1.3310e-04) (hash(x)=48780879)
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585 train 7.496053 (lr=1.3272e-04) (hash(x)=51707711)
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586 train 7.585763 (lr=1.3234e-04) (hash(x)=48191112)
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587 train 7.428010 (lr=1.3195e-04) (hash(x)=52954310)
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588 train 7.764925 (lr=1.3157e-04) (hash(x)=58807144)
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589 train 7.323857 (lr=1.3118e-04) (hash(x)=45943270)
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| 616 |
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590 train 7.514905 (lr=1.3080e-04) (hash(x)=49191483)
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| 617 |
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591 train 7.451535 (lr=1.3041e-04) (hash(x)=47965042)
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| 618 |
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592 train 7.534734 (lr=1.3003e-04) (hash(x)=51074739)
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| 619 |
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593 train 7.562151 (lr=1.2964e-04) (hash(x)=56913043)
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| 620 |
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594 train 7.782994 (lr=1.2925e-04) (hash(x)=62500105)
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| 621 |
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595 train 7.591753 (lr=1.2887e-04) (hash(x)=56016526)
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| 622 |
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596 train 7.417368 (lr=1.2848e-04) (hash(x)=46762756)
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| 623 |
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597 train 7.524739 (lr=1.2809e-04) (hash(x)=50655822)
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| 624 |
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598 train 7.462200 (lr=1.2770e-04) (hash(x)=50751670)
|
| 625 |
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599 train 7.385035 (lr=1.2732e-04) (hash(x)=45600303)
|
| 626 |
+
600 val loss 7.4717
|
| 627 |
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600 val perplexity 1757.6083
|
| 628 |
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600 train 7.559194 (lr=1.2693e-04) (hash(x)=54607172)
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| 629 |
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601 train 7.452538 (lr=1.2654e-04) (hash(x)=48710188)
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| 630 |
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602 train 7.362789 (lr=1.2615e-04) (hash(x)=46206284)
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| 631 |
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603 train 7.345494 (lr=1.2576e-04) (hash(x)=45764012)
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| 632 |
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604 train 7.375309 (lr=1.2537e-04) (hash(x)=50393806)
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| 633 |
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605 train 7.465965 (lr=1.2498e-04) (hash(x)=52034772)
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| 634 |
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606 train 7.457087 (lr=1.2459e-04) (hash(x)=48705579)
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| 635 |
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607 train 7.219659 (lr=1.2420e-04) (hash(x)=44542942)
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| 636 |
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608 train 7.376381 (lr=1.2381e-04) (hash(x)=48781316)
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| 637 |
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609 train 7.470450 (lr=1.2341e-04) (hash(x)=48042083)
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| 638 |
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610 train 7.564235 (lr=1.2302e-04) (hash(x)=49658564)
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| 639 |
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611 train 7.616368 (lr=1.2263e-04) (hash(x)=51672319)
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| 640 |
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612 train 7.525478 (lr=1.2224e-04) (hash(x)=52431673)
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| 641 |
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613 train 7.495017 (lr=1.2185e-04) (hash(x)=43542246)
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614 train 7.489853 (lr=1.2145e-04) (hash(x)=52666378)
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| 643 |
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615 train 7.480514 (lr=1.2106e-04) (hash(x)=49315253)
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| 644 |
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616 train 7.556072 (lr=1.2067e-04) (hash(x)=50722863)
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617 train 7.744073 (lr=1.2027e-04) (hash(x)=52341036)
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618 train 7.505013 (lr=1.1988e-04) (hash(x)=48814169)
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619 train 7.341057 (lr=1.1949e-04) (hash(x)=45571167)
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620 train 7.384340 (lr=1.1909e-04) (hash(x)=47776763)
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| 649 |
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621 train 7.430861 (lr=1.1870e-04) (hash(x)=48382543)
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622 train 7.377116 (lr=1.1830e-04) (hash(x)=45514205)
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623 train 7.272841 (lr=1.1791e-04) (hash(x)=45320225)
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624 train 7.415464 (lr=1.1752e-04) (hash(x)=48452761)
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625 train 7.648940 (lr=1.1712e-04) (hash(x)=49116111)
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626 train 7.312500 (lr=1.1673e-04) (hash(x)=47302076)
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627 train 7.436479 (lr=1.1633e-04) (hash(x)=50184363)
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628 train 7.332208 (lr=1.1594e-04) (hash(x)=49385175)
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629 train 7.510123 (lr=1.1554e-04) (hash(x)=42655518)
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630 train 7.462863 (lr=1.1515e-04) (hash(x)=45181685)
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631 train 7.256723 (lr=1.1475e-04) (hash(x)=45775751)
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632 train 7.485651 (lr=1.1435e-04) (hash(x)=51697844)
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633 train 7.378335 (lr=1.1396e-04) (hash(x)=47776033)
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634 train 7.573701 (lr=1.1356e-04) (hash(x)=54185547)
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635 train 7.327558 (lr=1.1317e-04) (hash(x)=42462763)
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636 train 7.420086 (lr=1.1277e-04) (hash(x)=49909171)
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637 train 7.477614 (lr=1.1238e-04) (hash(x)=50472276)
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| 666 |
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638 train 7.700451 (lr=1.1198e-04) (hash(x)=53342806)
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| 667 |
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639 train 7.541902 (lr=1.1158e-04) (hash(x)=53985957)
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| 668 |
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640 train 7.410445 (lr=1.1119e-04) (hash(x)=49621437)
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| 669 |
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641 train 7.562529 (lr=1.1079e-04) (hash(x)=50215750)
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| 670 |
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642 train 7.337263 (lr=1.1040e-04) (hash(x)=45707324)
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| 671 |
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643 train 7.722333 (lr=1.1000e-04) (hash(x)=55567006)
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| 672 |
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644 train 7.903564 (lr=1.0960e-04) (hash(x)=63587960)
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| 673 |
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645 train 7.538648 (lr=1.0921e-04) (hash(x)=50830962)
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| 674 |
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646 train 7.702681 (lr=1.0881e-04) (hash(x)=50228793)
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| 675 |
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647 train 7.264350 (lr=1.0842e-04) (hash(x)=41963014)
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| 676 |
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648 train 7.415267 (lr=1.0802e-04) (hash(x)=52083811)
|
| 677 |
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649 train 7.961313 (lr=1.0762e-04) (hash(x)=55253867)
|
| 678 |
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650 val loss 7.4662
|
| 679 |
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650 val perplexity 1747.9375
|
| 680 |
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650 train 7.548727 (lr=1.0723e-04) (hash(x)=56596815)
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| 681 |
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651 train 7.673913 (lr=1.0683e-04) (hash(x)=53862673)
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| 682 |
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652 train 7.547476 (lr=1.0644e-04) (hash(x)=51032349)
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653 train 7.688118 (lr=1.0604e-04) (hash(x)=57095498)
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| 684 |
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654 train 7.845939 (lr=1.0565e-04) (hash(x)=57840576)
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655 train 7.673074 (lr=1.0525e-04) (hash(x)=56042923)
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656 train 7.480969 (lr=1.0485e-04) (hash(x)=53170061)
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| 687 |
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657 train 7.493700 (lr=1.0446e-04) (hash(x)=51651483)
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658 train 7.611675 (lr=1.0406e-04) (hash(x)=52052987)
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| 689 |
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659 train 7.172945 (lr=1.0367e-04) (hash(x)=43078023)
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660 train 7.487012 (lr=1.0327e-04) (hash(x)=53974411)
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| 691 |
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661 train 7.565363 (lr=1.0288e-04) (hash(x)=55335538)
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| 692 |
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662 train 8.142560 (lr=1.0248e-04) (hash(x)=60627374)
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| 693 |
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663 train 7.793506 (lr=1.0209e-04) (hash(x)=55023379)
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| 694 |
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664 train 7.495417 (lr=1.0170e-04) (hash(x)=53081545)
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| 695 |
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665 train 7.571742 (lr=1.0130e-04) (hash(x)=48246811)
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666 train 7.612133 (lr=1.0091e-04) (hash(x)=48563603)
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667 train 7.277937 (lr=1.0051e-04) (hash(x)=43011460)
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| 698 |
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668 train 7.455652 (lr=1.0012e-04) (hash(x)=48368934)
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669 train 7.413377 (lr=9.9726e-05) (hash(x)=51322872)
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| 700 |
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670 train 7.382810 (lr=9.9333e-05) (hash(x)=49196654)
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| 701 |
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671 train 7.522335 (lr=9.8940e-05) (hash(x)=52536929)
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672 train 7.823111 (lr=9.8547e-05) (hash(x)=57300798)
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673 train 7.261487 (lr=9.8154e-05) (hash(x)=46105549)
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674 train 7.263463 (lr=9.7762e-05) (hash(x)=51612608)
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675 train 7.559962 (lr=9.7370e-05) (hash(x)=49761494)
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676 train 7.324200 (lr=9.6978e-05) (hash(x)=45375531)
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677 train 7.737980 (lr=9.6586e-05) (hash(x)=61065657)
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678 train 7.306383 (lr=9.6195e-05) (hash(x)=44152741)
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679 train 7.355774 (lr=9.5804e-05) (hash(x)=51631508)
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680 train 7.287109 (lr=9.5413e-05) (hash(x)=43922234)
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681 train 7.430236 (lr=9.5022e-05) (hash(x)=49689666)
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682 train 7.593435 (lr=9.4632e-05) (hash(x)=53751279)
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683 train 7.477890 (lr=9.4242e-05) (hash(x)=50400339)
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684 train 7.444281 (lr=9.3852e-05) (hash(x)=51029698)
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685 train 7.486862 (lr=9.3463e-05) (hash(x)=54240120)
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686 train 7.461469 (lr=9.3073e-05) (hash(x)=45708714)
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687 train 7.312148 (lr=9.2685e-05) (hash(x)=46560264)
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688 train 7.306785 (lr=9.2296e-05) (hash(x)=46841822)
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689 train 7.369553 (lr=9.1908e-05) (hash(x)=48013446)
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690 train 7.502515 (lr=9.1520e-05) (hash(x)=54564252)
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| 721 |
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691 train 8.051479 (lr=9.1133e-05) (hash(x)=70534997)
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| 722 |
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692 train 7.515357 (lr=9.0746e-05) (hash(x)=53363496)
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| 723 |
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693 train 7.405049 (lr=9.0359e-05) (hash(x)=49508415)
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| 724 |
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694 train 7.434710 (lr=8.9973e-05) (hash(x)=53503261)
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| 725 |
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695 train 7.484006 (lr=8.9587e-05) (hash(x)=52420475)
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| 726 |
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696 train 7.368260 (lr=8.9202e-05) (hash(x)=50191708)
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| 727 |
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697 train 7.757932 (lr=8.8817e-05) (hash(x)=60279802)
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| 728 |
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698 train 7.447044 (lr=8.8432e-05) (hash(x)=52626271)
|
| 729 |
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699 train 7.512129 (lr=8.8048e-05) (hash(x)=53194976)
|
| 730 |
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700 val loss 7.4423
|
| 731 |
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700 val perplexity 1706.6106
|
| 732 |
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700 train 7.486727 (lr=8.7664e-05) (hash(x)=50906515)
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| 733 |
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701 train 7.342045 (lr=8.7281e-05) (hash(x)=49459146)
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| 734 |
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702 train 7.361005 (lr=8.6898e-05) (hash(x)=48320631)
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703 train 7.781622 (lr=8.6515e-05) (hash(x)=66781899)
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| 736 |
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704 train 7.804730 (lr=8.6133e-05) (hash(x)=57109514)
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705 train 8.026830 (lr=8.5751e-05) (hash(x)=43442176)
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| 738 |
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706 train 7.565680 (lr=8.5370e-05) (hash(x)=51431734)
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707 train 7.435273 (lr=8.4990e-05) (hash(x)=51986059)
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708 train 7.574686 (lr=8.4610e-05) (hash(x)=54279714)
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709 train 7.414528 (lr=8.4230e-05) (hash(x)=45517898)
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710 train 7.992764 (lr=8.3851e-05) (hash(x)=57689755)
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711 train 7.686505 (lr=8.3472e-05) (hash(x)=60275167)
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712 train 7.378433 (lr=8.3094e-05) (hash(x)=46698776)
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713 train 7.816518 (lr=8.2716e-05) (hash(x)=61199882)
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714 train 7.356793 (lr=8.2339e-05) (hash(x)=48256229)
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715 train 7.365051 (lr=8.1963e-05) (hash(x)=45483557)
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716 train 7.447577 (lr=8.1587e-05) (hash(x)=50062280)
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717 train 7.772910 (lr=8.1211e-05) (hash(x)=49436293)
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718 train 7.420883 (lr=8.0836e-05) (hash(x)=47916352)
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719 train 7.382729 (lr=8.0462e-05) (hash(x)=49182582)
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720 train 7.454296 (lr=8.0088e-05) (hash(x)=50054568)
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721 train 7.565198 (lr=7.9715e-05) (hash(x)=54622543)
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722 train 7.465895 (lr=7.9342e-05) (hash(x)=53761778)
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723 train 7.363367 (lr=7.8970e-05) (hash(x)=51446091)
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724 train 7.412581 (lr=7.8599e-05) (hash(x)=50809582)
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725 train 7.250308 (lr=7.8228e-05) (hash(x)=45019935)
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726 train 7.269919 (lr=7.7858e-05) (hash(x)=44061718)
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727 train 7.302129 (lr=7.7488e-05) (hash(x)=47827767)
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728 train 7.469113 (lr=7.7119e-05) (hash(x)=51054368)
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| 761 |
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729 train 7.232515 (lr=7.6751e-05) (hash(x)=47297652)
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730 train 7.295374 (lr=7.6383e-05) (hash(x)=45486271)
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731 train 7.463426 (lr=7.6016e-05) (hash(x)=46988810)
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732 train 7.201756 (lr=7.5650e-05) (hash(x)=44578285)
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733 train 7.234397 (lr=7.5284e-05) (hash(x)=44457482)
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734 train 7.363039 (lr=7.4919e-05) (hash(x)=47273057)
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735 train 7.165349 (lr=7.4555e-05) (hash(x)=44918130)
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736 train 7.436283 (lr=7.4191e-05) (hash(x)=46825217)
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737 train 7.446614 (lr=7.3828e-05) (hash(x)=47962618)
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738 train 7.361891 (lr=7.3466e-05) (hash(x)=45539511)
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739 train 7.454641 (lr=7.3105e-05) (hash(x)=49693485)
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740 train 7.416045 (lr=7.2744e-05) (hash(x)=49483023)
|
| 773 |
+
741 train 7.263144 (lr=7.2384e-05) (hash(x)=46911489)
|
| 774 |
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742 train 7.415665 (lr=7.2024e-05) (hash(x)=52016723)
|
| 775 |
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743 train 7.148834 (lr=7.1666e-05) (hash(x)=40969008)
|
| 776 |
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744 train 7.273324 (lr=7.1308e-05) (hash(x)=48694211)
|
| 777 |
+
745 train 7.255490 (lr=7.0950e-05) (hash(x)=47877745)
|
| 778 |
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746 train 7.449329 (lr=7.0594e-05) (hash(x)=53156899)
|
| 779 |
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747 train 7.498144 (lr=7.0238e-05) (hash(x)=50344401)
|
| 780 |
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748 train 7.536567 (lr=6.9884e-05) (hash(x)=46614361)
|
| 781 |
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749 train 7.427803 (lr=6.9529e-05) (hash(x)=53074032)
|
| 782 |
+
750 val loss 7.4117
|
| 783 |
+
750 val perplexity 1655.2217
|
| 784 |
+
750 train 7.403168 (lr=6.9176e-05) (hash(x)=46046498)
|
| 785 |
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751 train 7.357453 (lr=6.8824e-05) (hash(x)=49833636)
|
| 786 |
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752 train 7.335294 (lr=6.8472e-05) (hash(x)=49165393)
|
| 787 |
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753 train 7.745853 (lr=6.8121e-05) (hash(x)=61445802)
|
| 788 |
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754 train 7.545136 (lr=6.7771e-05) (hash(x)=51012661)
|
| 789 |
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755 train 7.141525 (lr=6.7422e-05) (hash(x)=41326666)
|
| 790 |
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756 train 7.250174 (lr=6.7073e-05) (hash(x)=47169271)
|
| 791 |
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757 train 7.245010 (lr=6.6725e-05) (hash(x)=43474195)
|
| 792 |
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758 train 7.279457 (lr=6.6379e-05) (hash(x)=41683297)
|
| 793 |
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759 train 7.359571 (lr=6.6033e-05) (hash(x)=52346553)
|
| 794 |
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760 train 7.159418 (lr=6.5688e-05) (hash(x)=44385560)
|
| 795 |
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761 train 6.836008 (lr=6.5343e-05) (hash(x)=35732133)
|
| 796 |
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762 train 7.179364 (lr=6.5000e-05) (hash(x)=41423670)
|
| 797 |
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763 train 7.392880 (lr=6.4657e-05) (hash(x)=47970930)
|
| 798 |
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764 train 7.299768 (lr=6.4316e-05) (hash(x)=47092804)
|
| 799 |
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765 train 7.162051 (lr=6.3975e-05) (hash(x)=47182916)
|
| 800 |
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766 train 7.176779 (lr=6.3635e-05) (hash(x)=41791614)
|
| 801 |
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767 train 7.368469 (lr=6.3296e-05) (hash(x)=47009621)
|
| 802 |
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768 train 7.539227 (lr=6.2958e-05) (hash(x)=51633434)
|
| 803 |
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769 train 7.319921 (lr=6.2621e-05) (hash(x)=52003882)
|
| 804 |
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770 train 7.492424 (lr=6.2285e-05) (hash(x)=51340089)
|
| 805 |
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771 train 7.326988 (lr=6.1950e-05) (hash(x)=48602644)
|
| 806 |
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772 train 7.449613 (lr=6.1615e-05) (hash(x)=50457646)
|
| 807 |
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773 train 7.344125 (lr=6.1282e-05) (hash(x)=49970789)
|
| 808 |
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774 train 7.411069 (lr=6.0949e-05) (hash(x)=51611455)
|
| 809 |
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775 train 7.380174 (lr=6.0618e-05) (hash(x)=52115732)
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| 810 |
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776 train 7.242937 (lr=6.0287e-05) (hash(x)=49032269)
|
| 811 |
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777 train 7.442569 (lr=5.9958e-05) (hash(x)=50715961)
|
| 812 |
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778 train 7.342155 (lr=5.9629e-05) (hash(x)=49693375)
|
| 813 |
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779 train 7.728542 (lr=5.9301e-05) (hash(x)=56527845)
|
| 814 |
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780 train 7.241998 (lr=5.8974e-05) (hash(x)=48381855)
|
| 815 |
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781 train 7.291766 (lr=5.8649e-05) (hash(x)=49623946)
|
| 816 |
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782 train 7.156475 (lr=5.8324e-05) (hash(x)=47393528)
|
| 817 |
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783 train 7.435060 (lr=5.8000e-05) (hash(x)=49459868)
|
| 818 |
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784 train 7.325522 (lr=5.7678e-05) (hash(x)=48696657)
|
| 819 |
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785 train 7.386584 (lr=5.7356e-05) (hash(x)=52550306)
|
| 820 |
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786 train 7.426018 (lr=5.7035e-05) (hash(x)=49285282)
|
| 821 |
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787 train 7.445265 (lr=5.6716e-05) (hash(x)=48955151)
|
| 822 |
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788 train 7.299976 (lr=5.6397e-05) (hash(x)=43743600)
|
| 823 |
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789 train 7.458034 (lr=5.6079e-05) (hash(x)=49655015)
|
| 824 |
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790 train 7.344597 (lr=5.5763e-05) (hash(x)=51090440)
|
| 825 |
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791 train 7.284200 (lr=5.5447e-05) (hash(x)=48473450)
|
| 826 |
+
792 train 7.494042 (lr=5.5133e-05) (hash(x)=47938317)
|
| 827 |
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793 train 7.493947 (lr=5.4820e-05) (hash(x)=45290633)
|
| 828 |
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794 train 7.188344 (lr=5.4507e-05) (hash(x)=48542673)
|
| 829 |
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795 train 7.396185 (lr=5.4196e-05) (hash(x)=50306722)
|
| 830 |
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796 train 7.320820 (lr=5.3886e-05) (hash(x)=50632201)
|
| 831 |
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797 train 7.279037 (lr=5.3577e-05) (hash(x)=48795732)
|
| 832 |
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798 train 7.282547 (lr=5.3269e-05) (hash(x)=50141432)
|
| 833 |
+
799 train 7.610158 (lr=5.2962e-05) (hash(x)=50898037)
|
| 834 |
+
800 val loss 7.3849
|
| 835 |
+
800 val perplexity 1611.4460
|
| 836 |
+
800 train 7.474757 (lr=5.2656e-05) (hash(x)=37427531)
|
| 837 |
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801 train 7.444345 (lr=5.2352e-05) (hash(x)=32890763)
|
| 838 |
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802 train 7.517336 (lr=5.2048e-05) (hash(x)=31307609)
|
| 839 |
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803 train 7.282603 (lr=5.1746e-05) (hash(x)=35015807)
|
| 840 |
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804 train 7.433179 (lr=5.1444e-05) (hash(x)=37542227)
|
| 841 |
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805 train 7.490714 (lr=5.1144e-05) (hash(x)=41169444)
|
| 842 |
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806 train 7.296855 (lr=5.0845e-05) (hash(x)=47354793)
|
| 843 |
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807 train 7.381520 (lr=5.0547e-05) (hash(x)=46327297)
|
| 844 |
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808 train 7.391984 (lr=5.0251e-05) (hash(x)=50124976)
|
| 845 |
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809 train 7.272499 (lr=4.9955e-05) (hash(x)=48536826)
|
| 846 |
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810 train 7.220053 (lr=4.9661e-05) (hash(x)=43048468)
|
| 847 |
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811 train 7.291720 (lr=4.9367e-05) (hash(x)=44297138)
|
| 848 |
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812 train 8.433998 (lr=4.9075e-05) (hash(x)=46976056)
|
| 849 |
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813 train 7.525517 (lr=4.8784e-05) (hash(x)=48533607)
|
| 850 |
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814 train 7.119399 (lr=4.8495e-05) (hash(x)=45581560)
|
| 851 |
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815 train 7.160219 (lr=4.8206e-05) (hash(x)=47776613)
|
| 852 |
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816 train 7.083488 (lr=4.7919e-05) (hash(x)=39451311)
|
| 853 |
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817 train 7.670686 (lr=4.7633e-05) (hash(x)=53854198)
|
| 854 |
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818 train 7.334175 (lr=4.7348e-05) (hash(x)=47110254)
|
| 855 |
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819 train 7.394891 (lr=4.7064e-05) (hash(x)=51262732)
|
| 856 |
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820 train 7.339790 (lr=4.6782e-05) (hash(x)=48675819)
|
| 857 |
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821 train 7.383459 (lr=4.6501e-05) (hash(x)=47159040)
|
| 858 |
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822 train 7.473578 (lr=4.6221e-05) (hash(x)=52808063)
|
| 859 |
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823 train 7.356369 (lr=4.5942e-05) (hash(x)=51480608)
|
| 860 |
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824 train 7.152187 (lr=4.5664e-05) (hash(x)=46075661)
|
| 861 |
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825 train 7.278708 (lr=4.5388e-05) (hash(x)=44193147)
|
| 862 |
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826 train 7.280488 (lr=4.5113e-05) (hash(x)=51387298)
|
| 863 |
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827 train 7.421686 (lr=4.4839e-05) (hash(x)=50929448)
|
| 864 |
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828 train 7.474228 (lr=4.4567e-05) (hash(x)=54393657)
|
| 865 |
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829 train 7.214499 (lr=4.4295e-05) (hash(x)=48420333)
|
| 866 |
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830 train 7.499422 (lr=4.4025e-05) (hash(x)=54428349)
|
| 867 |
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831 train 7.340552 (lr=4.3757e-05) (hash(x)=46494961)
|
| 868 |
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832 train 7.253775 (lr=4.3489e-05) (hash(x)=50441352)
|
| 869 |
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833 train 7.631042 (lr=4.3223e-05) (hash(x)=49410253)
|
| 870 |
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834 train 7.520402 (lr=4.2958e-05) (hash(x)=54977154)
|
| 871 |
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835 train 7.499618 (lr=4.2695e-05) (hash(x)=59634178)
|
| 872 |
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836 train 7.507488 (lr=4.2432e-05) (hash(x)=51875554)
|
| 873 |
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837 train 7.329817 (lr=4.2171e-05) (hash(x)=48922609)
|
| 874 |
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838 train 7.223741 (lr=4.1912e-05) (hash(x)=46512842)
|
| 875 |
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839 train 7.283721 (lr=4.1654e-05) (hash(x)=47517395)
|
| 876 |
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840 train 7.382298 (lr=4.1397e-05) (hash(x)=51480081)
|
| 877 |
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841 train 7.316738 (lr=4.1141e-05) (hash(x)=49531327)
|
| 878 |
+
842 train 7.661731 (lr=4.0887e-05) (hash(x)=50654362)
|
| 879 |
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843 train 7.836868 (lr=4.0634e-05) (hash(x)=48371589)
|
| 880 |
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844 train 7.665013 (lr=4.0382e-05) (hash(x)=57169652)
|
| 881 |
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845 train 7.717676 (lr=4.0132e-05) (hash(x)=55313671)
|
| 882 |
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846 train 7.309360 (lr=3.9883e-05) (hash(x)=45244232)
|
| 883 |
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847 train 7.655797 (lr=3.9635e-05) (hash(x)=61097106)
|
| 884 |
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848 train 7.351036 (lr=3.9389e-05) (hash(x)=51926581)
|
| 885 |
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849 train 7.335475 (lr=3.9144e-05) (hash(x)=52305923)
|
| 886 |
+
850 val loss 7.3852
|
| 887 |
+
850 val perplexity 1612.0162
|
| 888 |
+
850 train 7.331872 (lr=3.8901e-05) (hash(x)=48839174)
|
| 889 |
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851 train 7.676151 (lr=3.8659e-05) (hash(x)=61405427)
|
| 890 |
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852 train 7.680559 (lr=3.8418e-05) (hash(x)=61444306)
|
| 891 |
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853 train 7.554700 (lr=3.8178e-05) (hash(x)=59898062)
|
| 892 |
+
854 train 7.531210 (lr=3.7941e-05) (hash(x)=54795546)
|
| 893 |
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855 train 7.355371 (lr=3.7704e-05) (hash(x)=50139108)
|
| 894 |
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856 train 7.274999 (lr=3.7469e-05) (hash(x)=48975659)
|
| 895 |
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857 train 7.359896 (lr=3.7235e-05) (hash(x)=47955919)
|
| 896 |
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858 train 7.305573 (lr=3.7003e-05) (hash(x)=48949357)
|
| 897 |
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859 train 7.184465 (lr=3.6772e-05) (hash(x)=45467872)
|
| 898 |
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860 train 7.142914 (lr=3.6542e-05) (hash(x)=42449398)
|
| 899 |
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861 train 7.597887 (lr=3.6314e-05) (hash(x)=59686276)
|
| 900 |
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862 train 7.415793 (lr=3.6088e-05) (hash(x)=51946811)
|
| 901 |
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863 train 7.426998 (lr=3.5862e-05) (hash(x)=49686665)
|
| 902 |
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864 train 7.871588 (lr=3.5639e-05) (hash(x)=65282589)
|
| 903 |
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865 train 7.240194 (lr=3.5416e-05) (hash(x)=47341207)
|
| 904 |
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866 train 7.731713 (lr=3.5195e-05) (hash(x)=63814513)
|
| 905 |
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867 train 7.217216 (lr=3.4976e-05) (hash(x)=51019411)
|
| 906 |
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868 train 7.092075 (lr=3.4758e-05) (hash(x)=46653745)
|
| 907 |
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869 train 7.227548 (lr=3.4541e-05) (hash(x)=50050759)
|
| 908 |
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870 train 7.538797 (lr=3.4326e-05) (hash(x)=53878448)
|
| 909 |
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871 train 7.315566 (lr=3.4113e-05) (hash(x)=49380702)
|
| 910 |
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872 train 7.457017 (lr=3.3900e-05) (hash(x)=50922302)
|
| 911 |
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873 train 7.345914 (lr=3.3690e-05) (hash(x)=50963362)
|
| 912 |
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874 train 7.507467 (lr=3.3480e-05) (hash(x)=52460631)
|
| 913 |
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875 train 7.298195 (lr=3.3273e-05) (hash(x)=50156382)
|
| 914 |
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876 train 7.481524 (lr=3.3066e-05) (hash(x)=44475078)
|
| 915 |
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877 train 7.599507 (lr=3.2862e-05) (hash(x)=49995857)
|
| 916 |
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878 train 7.790624 (lr=3.2658e-05) (hash(x)=57032860)
|
| 917 |
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879 train 7.435220 (lr=3.2457e-05) (hash(x)=48775872)
|
| 918 |
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880 train 7.299661 (lr=3.2256e-05) (hash(x)=47643742)
|
| 919 |
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881 train 7.423371 (lr=3.2058e-05) (hash(x)=53183314)
|
| 920 |
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882 train 7.370245 (lr=3.1860e-05) (hash(x)=50268180)
|
| 921 |
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883 train 7.323378 (lr=3.1665e-05) (hash(x)=49497141)
|
| 922 |
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884 train 7.143096 (lr=3.1471e-05) (hash(x)=43420753)
|
| 923 |
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885 train 7.425904 (lr=3.1278e-05) (hash(x)=51207084)
|
| 924 |
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886 train 6.946695 (lr=3.1087e-05) (hash(x)=34492530)
|
| 925 |
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887 train 7.303625 (lr=3.0897e-05) (hash(x)=49456326)
|
| 926 |
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888 train 7.748999 (lr=3.0709e-05) (hash(x)=50766672)
|
| 927 |
+
889 train 7.563818 (lr=3.0522e-05) (hash(x)=49811760)
|
| 928 |
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890 train 7.302639 (lr=3.0337e-05) (hash(x)=48142033)
|
| 929 |
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891 train 7.418552 (lr=3.0154e-05) (hash(x)=53343959)
|
| 930 |
+
892 train 7.177756 (lr=2.9972e-05) (hash(x)=46916209)
|
| 931 |
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893 train 7.489772 (lr=2.9791e-05) (hash(x)=54858850)
|
| 932 |
+
894 train 7.426958 (lr=2.9613e-05) (hash(x)=51700707)
|
| 933 |
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895 train 7.233140 (lr=2.9435e-05) (hash(x)=44654425)
|
| 934 |
+
896 train 7.413579 (lr=2.9260e-05) (hash(x)=52740006)
|
| 935 |
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897 train 7.231884 (lr=2.9085e-05) (hash(x)=45260452)
|
| 936 |
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898 train 7.246109 (lr=2.8913e-05) (hash(x)=47151929)
|
| 937 |
+
899 train 7.476698 (lr=2.8742e-05) (hash(x)=51367775)
|
| 938 |
+
900 val loss 7.3605
|
| 939 |
+
900 val perplexity 1572.6396
|
| 940 |
+
900 train 7.377492 (lr=2.8572e-05) (hash(x)=50325207)
|
| 941 |
+
901 train 7.259298 (lr=2.8404e-05) (hash(x)=46562023)
|
| 942 |
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902 train 7.401593 (lr=2.8238e-05) (hash(x)=48332912)
|
| 943 |
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903 train 7.400344 (lr=2.8073e-05) (hash(x)=54477325)
|
| 944 |
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904 train 7.452058 (lr=2.7910e-05) (hash(x)=49389150)
|
| 945 |
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905 train 7.291712 (lr=2.7749e-05) (hash(x)=48571772)
|
| 946 |
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906 train 7.469693 (lr=2.7589e-05) (hash(x)=53218072)
|
| 947 |
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907 train 7.225865 (lr=2.7430e-05) (hash(x)=45888568)
|
| 948 |
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908 train 7.396409 (lr=2.7274e-05) (hash(x)=50792965)
|
| 949 |
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909 train 7.408258 (lr=2.7119e-05) (hash(x)=49219751)
|
| 950 |
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910 train 7.292919 (lr=2.6965e-05) (hash(x)=49516452)
|
| 951 |
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911 train 7.283922 (lr=2.6813e-05) (hash(x)=49384161)
|
| 952 |
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912 train 7.252263 (lr=2.6663e-05) (hash(x)=45403134)
|
| 953 |
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913 train 7.282631 (lr=2.6514e-05) (hash(x)=50565032)
|
| 954 |
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914 train 7.480428 (lr=2.6367e-05) (hash(x)=51152823)
|
| 955 |
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915 train 7.540170 (lr=2.6221e-05) (hash(x)=52839038)
|
| 956 |
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916 train 7.121208 (lr=2.6077e-05) (hash(x)=44409465)
|
| 957 |
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917 train 7.523247 (lr=2.5935e-05) (hash(x)=51799409)
|
| 958 |
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918 train 7.279533 (lr=2.5795e-05) (hash(x)=51152758)
|
| 959 |
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919 train 7.338554 (lr=2.5656e-05) (hash(x)=49188683)
|
| 960 |
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920 train 7.298937 (lr=2.5518e-05) (hash(x)=50284940)
|
| 961 |
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921 train 7.386201 (lr=2.5383e-05) (hash(x)=51812773)
|
| 962 |
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922 train 7.468254 (lr=2.5249e-05) (hash(x)=53642545)
|
| 963 |
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923 train 7.645918 (lr=2.5116e-05) (hash(x)=62547001)
|
| 964 |
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924 train 7.364452 (lr=2.4985e-05) (hash(x)=47242049)
|
| 965 |
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925 train 7.338970 (lr=2.4856e-05) (hash(x)=49563491)
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| 966 |
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926 train 7.406125 (lr=2.4729e-05) (hash(x)=50947272)
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| 967 |
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927 train 7.481740 (lr=2.4603e-05) (hash(x)=51229664)
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| 968 |
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928 train 7.251749 (lr=2.4479e-05) (hash(x)=47237060)
|
| 969 |
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929 train 7.209367 (lr=2.4356e-05) (hash(x)=46252668)
|
| 970 |
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930 train 7.332854 (lr=2.4235e-05) (hash(x)=43781107)
|
| 971 |
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931 train 7.191736 (lr=2.4116e-05) (hash(x)=48746317)
|
| 972 |
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932 train 7.932748 (lr=2.3998e-05) (hash(x)=67646788)
|
| 973 |
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933 train 7.061550 (lr=2.3883e-05) (hash(x)=44204094)
|
| 974 |
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934 train 7.300662 (lr=2.3768e-05) (hash(x)=50776803)
|
| 975 |
+
935 train 7.503706 (lr=2.3656e-05) (hash(x)=51961195)
|
| 976 |
+
936 train 7.616617 (lr=2.3545e-05) (hash(x)=48943726)
|
| 977 |
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937 train 7.553282 (lr=2.3436e-05) (hash(x)=47683918)
|
| 978 |
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938 train 7.720181 (lr=2.3328e-05) (hash(x)=50300577)
|
| 979 |
+
939 train 7.605381 (lr=2.3222e-05) (hash(x)=49881442)
|
| 980 |
+
940 train 7.407542 (lr=2.3118e-05) (hash(x)=46953117)
|
| 981 |
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941 train 7.599292 (lr=2.3016e-05) (hash(x)=45500608)
|
| 982 |
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942 train 7.688606 (lr=2.2915e-05) (hash(x)=56801743)
|
| 983 |
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943 train 7.226922 (lr=2.2816e-05) (hash(x)=48726061)
|
| 984 |
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944 train 7.266284 (lr=2.2718e-05) (hash(x)=46878089)
|
| 985 |
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945 train 7.379684 (lr=2.2623e-05) (hash(x)=53235305)
|
| 986 |
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946 train 7.320511 (lr=2.2528e-05) (hash(x)=50160069)
|
| 987 |
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947 train 7.487619 (lr=2.2436e-05) (hash(x)=50492385)
|
| 988 |
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948 train 7.260494 (lr=2.2345e-05) (hash(x)=49291969)
|
| 989 |
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949 train 7.216304 (lr=2.2256e-05) (hash(x)=46951052)
|
| 990 |
+
950 val loss 7.3575
|
| 991 |
+
950 val perplexity 1567.9277
|
| 992 |
+
950 train 7.194428 (lr=2.2169e-05) (hash(x)=46580257)
|
| 993 |
+
951 train 7.458827 (lr=2.2084e-05) (hash(x)=53617083)
|
| 994 |
+
952 train 7.335783 (lr=2.2000e-05) (hash(x)=50964186)
|
| 995 |
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953 train 7.355107 (lr=2.1918e-05) (hash(x)=50267127)
|
| 996 |
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954 train 7.159370 (lr=2.1837e-05) (hash(x)=43627333)
|
| 997 |
+
955 train 7.178555 (lr=2.1758e-05) (hash(x)=45972461)
|
| 998 |
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956 train 7.155941 (lr=2.1681e-05) (hash(x)=45851643)
|
| 999 |
+
957 train 7.569690 (lr=2.1606e-05) (hash(x)=55325922)
|
| 1000 |
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958 train 8.057076 (lr=2.1532e-05) (hash(x)=61621353)
|
| 1001 |
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959 train 8.062300 (lr=2.1461e-05) (hash(x)=60830807)
|
| 1002 |
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960 train 7.990614 (lr=2.1390e-05) (hash(x)=59780537)
|
| 1003 |
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961 train 8.035106 (lr=2.1322e-05) (hash(x)=59357720)
|
| 1004 |
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962 train 7.972476 (lr=2.1255e-05) (hash(x)=60305936)
|
| 1005 |
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963 train 7.999022 (lr=2.1190e-05) (hash(x)=63145389)
|
| 1006 |
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964 train 7.943399 (lr=2.1127e-05) (hash(x)=62011447)
|
| 1007 |
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965 train 7.949921 (lr=2.1065e-05) (hash(x)=60412496)
|
| 1008 |
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966 train 8.014411 (lr=2.1005e-05) (hash(x)=62740258)
|
| 1009 |
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967 train 8.054291 (lr=2.0947e-05) (hash(x)=64013010)
|
| 1010 |
+
968 train 7.950397 (lr=2.0891e-05) (hash(x)=59176481)
|
| 1011 |
+
969 train 8.154876 (lr=2.0836e-05) (hash(x)=62177701)
|
| 1012 |
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970 train 7.965341 (lr=2.0783e-05) (hash(x)=60908204)
|
| 1013 |
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971 train 8.127275 (lr=2.0732e-05) (hash(x)=64418102)
|
| 1014 |
+
972 train 8.025210 (lr=2.0682e-05) (hash(x)=60282281)
|
| 1015 |
+
973 train 7.466790 (lr=2.0634e-05) (hash(x)=52915348)
|
| 1016 |
+
974 train 7.480574 (lr=2.0588e-05) (hash(x)=49995009)
|
| 1017 |
+
975 train 7.574721 (lr=2.0544e-05) (hash(x)=54461658)
|
| 1018 |
+
976 train 7.800498 (lr=2.0501e-05) (hash(x)=63990903)
|
| 1019 |
+
977 train 7.494689 (lr=2.0460e-05) (hash(x)=47729553)
|
| 1020 |
+
978 train 7.403316 (lr=2.0421e-05) (hash(x)=50140658)
|
| 1021 |
+
979 train 7.260858 (lr=2.0384e-05) (hash(x)=49407427)
|
| 1022 |
+
980 train 7.408459 (lr=2.0348e-05) (hash(x)=51411433)
|
| 1023 |
+
981 train 7.324688 (lr=2.0314e-05) (hash(x)=51432179)
|
| 1024 |
+
982 train 7.338339 (lr=2.0282e-05) (hash(x)=51394518)
|
| 1025 |
+
983 train 7.257405 (lr=2.0252e-05) (hash(x)=48800368)
|
| 1026 |
+
984 train 7.595236 (lr=2.0223e-05) (hash(x)=51807114)
|
| 1027 |
+
985 train 7.262997 (lr=2.0196e-05) (hash(x)=45866136)
|
| 1028 |
+
986 train 7.247237 (lr=2.0171e-05) (hash(x)=45069575)
|
| 1029 |
+
987 train 7.373635 (lr=2.0147e-05) (hash(x)=54376909)
|
| 1030 |
+
988 train 7.508296 (lr=2.0125e-05) (hash(x)=59343246)
|
| 1031 |
+
989 train 7.422824 (lr=2.0105e-05) (hash(x)=53519805)
|
| 1032 |
+
990 train 7.390272 (lr=2.0087e-05) (hash(x)=49346697)
|
| 1033 |
+
991 train 7.474020 (lr=2.0071e-05) (hash(x)=49838333)
|
| 1034 |
+
992 train 7.185272 (lr=2.0056e-05) (hash(x)=45831325)
|
| 1035 |
+
993 train 7.272745 (lr=2.0043e-05) (hash(x)=48643653)
|
| 1036 |
+
994 train 7.418303 (lr=2.0031e-05) (hash(x)=54516111)
|
| 1037 |
+
995 train 10.597061 (lr=2.0022e-05) (hash(x)=111351979)
|
| 1038 |
+
996 train 11.618749 (lr=2.0014e-05) (hash(x)=127687623)
|
| 1039 |
+
997 train 11.606437 (lr=2.0008e-05) (hash(x)=132049261)
|
| 1040 |
+
998 train 12.063709 (lr=2.0003e-05) (hash(x)=141228471)
|
| 1041 |
+
999 val loss 7.3487
|
| 1042 |
+
999 val perplexity 1554.1748
|
| 1043 |
+
999 train 10.956384 (lr=2.0001e-05) (hash(x)=119446440)
|
lr2e-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 sha256:03550f17af0a3f611bfd4a5da5da74511134925622050bac4ed4ac8f5a17fb85
|
| 3 |
+
size 86167106
|
lr2e-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:f24b019824c198e8f01eaf7848ac9e1331912d703d0a0952b46e87498363ddda
|
| 3 |
+
size 71681862
|