Upload folder using huggingface_hub
Browse files- lr2e-4_total_batch_size5120_seq_len256/args.json +1 -0
- lr2e-4_total_batch_size5120_seq_len256/dataloader_00999.pt +3 -0
- lr2e-4_total_batch_size5120_seq_len256/log2.txt +1043 -0
- lr2e-4_total_batch_size5120_seq_len256/model_00999.pt +3 -0
- lr2e-4_total_batch_size5120_seq_len256/optimizer_00999.pt +3 -0
lr2e-4_total_batch_size5120_seq_len256/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr2e-4_total_batch_size5120_seq_len256", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": null, "total_batch_size": 5120, "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_size5120_seq_len256/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:60582085b67f79a59d68bfd29cd9c94a65421fc83fc6750cd587ed93c2812fa4
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size 964
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lr2e-4_total_batch_size5120_seq_len256/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7488
|
| 3 |
+
0 val perplexity 126607.6172
|
| 4 |
+
0 train 11.745071 (lr=6.9930e-07) (hash(x)=12372582)
|
| 5 |
+
1 train 11.742463 (lr=1.3986e-06) (hash(x)=12683395)
|
| 6 |
+
2 train 11.779614 (lr=2.0979e-06) (hash(x)=14107219)
|
| 7 |
+
3 train 11.734921 (lr=2.7972e-06) (hash(x)=12136211)
|
| 8 |
+
4 train 11.733570 (lr=3.4965e-06) (hash(x)=12407129)
|
| 9 |
+
5 train 11.707633 (lr=4.1958e-06) (hash(x)=13068552)
|
| 10 |
+
6 train 11.722017 (lr=4.8951e-06) (hash(x)=17450022)
|
| 11 |
+
7 train 11.713314 (lr=5.5944e-06) (hash(x)=9915468)
|
| 12 |
+
8 train 11.712975 (lr=6.2937e-06) (hash(x)=13548512)
|
| 13 |
+
9 train 11.727014 (lr=6.9930e-06) (hash(x)=12164183)
|
| 14 |
+
10 train 11.709367 (lr=7.6923e-06) (hash(x)=13803353)
|
| 15 |
+
11 train 11.679868 (lr=8.3916e-06) (hash(x)=13629277)
|
| 16 |
+
12 train 11.645482 (lr=9.0909e-06) (hash(x)=12917812)
|
| 17 |
+
13 train 11.637653 (lr=9.7902e-06) (hash(x)=13413021)
|
| 18 |
+
14 train 11.599601 (lr=1.0490e-05) (hash(x)=12655054)
|
| 19 |
+
15 train 11.598496 (lr=1.1189e-05) (hash(x)=12684830)
|
| 20 |
+
16 train 11.546203 (lr=1.1888e-05) (hash(x)=13439617)
|
| 21 |
+
17 train 11.568825 (lr=1.2587e-05) (hash(x)=13262550)
|
| 22 |
+
18 train 11.554014 (lr=1.3287e-05) (hash(x)=11975280)
|
| 23 |
+
19 train 11.531845 (lr=1.3986e-05) (hash(x)=12003126)
|
| 24 |
+
20 train 11.490280 (lr=1.4685e-05) (hash(x)=12313617)
|
| 25 |
+
21 train 11.470226 (lr=1.5385e-05) (hash(x)=14144015)
|
| 26 |
+
22 train 11.444975 (lr=1.6084e-05) (hash(x)=11178611)
|
| 27 |
+
23 train 11.380606 (lr=1.6783e-05) (hash(x)=12014715)
|
| 28 |
+
24 train 11.390724 (lr=1.7483e-05) (hash(x)=15240676)
|
| 29 |
+
25 train 11.285635 (lr=1.8182e-05) (hash(x)=14912984)
|
| 30 |
+
26 train 11.271848 (lr=1.8881e-05) (hash(x)=11487406)
|
| 31 |
+
27 train 11.197708 (lr=1.9580e-05) (hash(x)=9492167)
|
| 32 |
+
28 train 11.181851 (lr=2.0280e-05) (hash(x)=10765326)
|
| 33 |
+
29 train 11.181164 (lr=2.0979e-05) (hash(x)=15241928)
|
| 34 |
+
30 train 11.082594 (lr=2.1678e-05) (hash(x)=12215703)
|
| 35 |
+
31 train 10.957846 (lr=2.2378e-05) (hash(x)=12595649)
|
| 36 |
+
32 train 11.008558 (lr=2.3077e-05) (hash(x)=12726494)
|
| 37 |
+
33 train 10.906214 (lr=2.3776e-05) (hash(x)=15162520)
|
| 38 |
+
34 train 10.923212 (lr=2.4476e-05) (hash(x)=10640461)
|
| 39 |
+
35 train 10.911027 (lr=2.5175e-05) (hash(x)=11980631)
|
| 40 |
+
36 train 10.890951 (lr=2.5874e-05) (hash(x)=10568919)
|
| 41 |
+
37 train 10.876982 (lr=2.6573e-05) (hash(x)=13172222)
|
| 42 |
+
38 train 10.761310 (lr=2.7273e-05) (hash(x)=11575367)
|
| 43 |
+
39 train 10.727571 (lr=2.7972e-05) (hash(x)=11101031)
|
| 44 |
+
40 train 10.721853 (lr=2.8671e-05) (hash(x)=10304235)
|
| 45 |
+
41 train 10.662294 (lr=2.9371e-05) (hash(x)=13275746)
|
| 46 |
+
42 train 10.597552 (lr=3.0070e-05) (hash(x)=14309786)
|
| 47 |
+
43 train 10.536396 (lr=3.0769e-05) (hash(x)=14316349)
|
| 48 |
+
44 train 10.530739 (lr=3.1469e-05) (hash(x)=13999350)
|
| 49 |
+
45 train 10.574337 (lr=3.2168e-05) (hash(x)=14143687)
|
| 50 |
+
46 train 10.538022 (lr=3.2867e-05) (hash(x)=11365466)
|
| 51 |
+
47 train 10.497326 (lr=3.3566e-05) (hash(x)=12036401)
|
| 52 |
+
48 train 10.446421 (lr=3.4266e-05) (hash(x)=11730055)
|
| 53 |
+
49 train 10.426212 (lr=3.4965e-05) (hash(x)=11143776)
|
| 54 |
+
50 val loss 10.3841
|
| 55 |
+
50 val perplexity 32341.5957
|
| 56 |
+
50 train 10.391515 (lr=3.5664e-05) (hash(x)=12724270)
|
| 57 |
+
51 train 10.327371 (lr=3.6364e-05) (hash(x)=12337125)
|
| 58 |
+
52 train 10.329067 (lr=3.7063e-05) (hash(x)=12381632)
|
| 59 |
+
53 train 10.329236 (lr=3.7762e-05) (hash(x)=10700109)
|
| 60 |
+
54 train 10.262674 (lr=3.8462e-05) (hash(x)=13197786)
|
| 61 |
+
55 train 10.232517 (lr=3.9161e-05) (hash(x)=11823810)
|
| 62 |
+
56 train 10.338673 (lr=3.9860e-05) (hash(x)=12172918)
|
| 63 |
+
57 train 10.257351 (lr=4.0559e-05) (hash(x)=12070591)
|
| 64 |
+
58 train 10.236158 (lr=4.1259e-05) (hash(x)=14199166)
|
| 65 |
+
59 train 10.339070 (lr=4.1958e-05) (hash(x)=13033959)
|
| 66 |
+
60 train 10.248023 (lr=4.2657e-05) (hash(x)=12802857)
|
| 67 |
+
61 train 10.193905 (lr=4.3357e-05) (hash(x)=10786770)
|
| 68 |
+
62 train 10.223665 (lr=4.4056e-05) (hash(x)=11809534)
|
| 69 |
+
63 train 10.015480 (lr=4.4755e-05) (hash(x)=13549925)
|
| 70 |
+
64 train 9.997356 (lr=4.5455e-05) (hash(x)=10914323)
|
| 71 |
+
65 train 10.030985 (lr=4.6154e-05) (hash(x)=14101838)
|
| 72 |
+
66 train 10.163025 (lr=4.6853e-05) (hash(x)=11235125)
|
| 73 |
+
67 train 10.157752 (lr=4.7552e-05) (hash(x)=14220701)
|
| 74 |
+
68 train 9.963398 (lr=4.8252e-05) (hash(x)=12126282)
|
| 75 |
+
69 train 10.061707 (lr=4.8951e-05) (hash(x)=14571180)
|
| 76 |
+
70 train 10.011343 (lr=4.9650e-05) (hash(x)=14173731)
|
| 77 |
+
71 train 10.090284 (lr=5.0350e-05) (hash(x)=13252262)
|
| 78 |
+
72 train 9.920448 (lr=5.1049e-05) (hash(x)=14118291)
|
| 79 |
+
73 train 9.922458 (lr=5.1748e-05) (hash(x)=13676730)
|
| 80 |
+
74 train 9.999580 (lr=5.2448e-05) (hash(x)=13927111)
|
| 81 |
+
75 train 9.964857 (lr=5.3147e-05) (hash(x)=14638145)
|
| 82 |
+
76 train 9.900003 (lr=5.3846e-05) (hash(x)=14977819)
|
| 83 |
+
77 train 9.897355 (lr=5.4545e-05) (hash(x)=14385711)
|
| 84 |
+
78 train 9.998713 (lr=5.5245e-05) (hash(x)=12219671)
|
| 85 |
+
79 train 9.980270 (lr=5.5944e-05) (hash(x)=13749054)
|
| 86 |
+
80 train 9.992213 (lr=5.6643e-05) (hash(x)=11709001)
|
| 87 |
+
81 train 9.925891 (lr=5.7343e-05) (hash(x)=12469703)
|
| 88 |
+
82 train 9.888877 (lr=5.8042e-05) (hash(x)=11330478)
|
| 89 |
+
83 train 9.870050 (lr=5.8741e-05) (hash(x)=12681760)
|
| 90 |
+
84 train 9.923363 (lr=5.9441e-05) (hash(x)=15215674)
|
| 91 |
+
85 train 9.870603 (lr=6.0140e-05) (hash(x)=12423697)
|
| 92 |
+
86 train 9.787323 (lr=6.0839e-05) (hash(x)=11789526)
|
| 93 |
+
87 train 9.804956 (lr=6.1538e-05) (hash(x)=14461706)
|
| 94 |
+
88 train 9.836361 (lr=6.2238e-05) (hash(x)=10984941)
|
| 95 |
+
89 train 9.799957 (lr=6.2937e-05) (hash(x)=13727016)
|
| 96 |
+
90 train 9.680655 (lr=6.3636e-05) (hash(x)=12862054)
|
| 97 |
+
91 train 9.648274 (lr=6.4336e-05) (hash(x)=14235218)
|
| 98 |
+
92 train 9.735443 (lr=6.5035e-05) (hash(x)=13621196)
|
| 99 |
+
93 train 9.716882 (lr=6.5734e-05) (hash(x)=12501568)
|
| 100 |
+
94 train 9.874262 (lr=6.6434e-05) (hash(x)=12274822)
|
| 101 |
+
95 train 9.685357 (lr=6.7133e-05) (hash(x)=11735995)
|
| 102 |
+
96 train 9.836740 (lr=6.7832e-05) (hash(x)=13050719)
|
| 103 |
+
97 train 9.859317 (lr=6.8531e-05) (hash(x)=11569945)
|
| 104 |
+
98 train 9.625572 (lr=6.9231e-05) (hash(x)=11109133)
|
| 105 |
+
99 train 9.645729 (lr=6.9930e-05) (hash(x)=11641112)
|
| 106 |
+
100 val loss 9.6865
|
| 107 |
+
100 val perplexity 16099.0078
|
| 108 |
+
100 train 9.703830 (lr=7.0629e-05) (hash(x)=11507240)
|
| 109 |
+
101 train 9.644009 (lr=7.1329e-05) (hash(x)=11536784)
|
| 110 |
+
102 train 9.664434 (lr=7.2028e-05) (hash(x)=11514312)
|
| 111 |
+
103 train 9.758986 (lr=7.2727e-05) (hash(x)=12231701)
|
| 112 |
+
104 train 9.665122 (lr=7.3427e-05) (hash(x)=10619273)
|
| 113 |
+
105 train 9.624384 (lr=7.4126e-05) (hash(x)=13521301)
|
| 114 |
+
106 train 9.466059 (lr=7.4825e-05) (hash(x)=10295729)
|
| 115 |
+
107 train 9.537803 (lr=7.5524e-05) (hash(x)=10175470)
|
| 116 |
+
108 train 9.589054 (lr=7.6224e-05) (hash(x)=11948399)
|
| 117 |
+
109 train 9.580799 (lr=7.6923e-05) (hash(x)=13903066)
|
| 118 |
+
110 train 10.137646 (lr=7.7622e-05) (hash(x)=16265112)
|
| 119 |
+
111 train 9.576118 (lr=7.8322e-05) (hash(x)=14117945)
|
| 120 |
+
112 train 9.491982 (lr=7.9021e-05) (hash(x)=12712901)
|
| 121 |
+
113 train 9.553596 (lr=7.9720e-05) (hash(x)=14851356)
|
| 122 |
+
114 train 9.624134 (lr=8.0420e-05) (hash(x)=12337690)
|
| 123 |
+
115 train 9.524712 (lr=8.1119e-05) (hash(x)=13116544)
|
| 124 |
+
116 train 9.474995 (lr=8.1818e-05) (hash(x)=16794825)
|
| 125 |
+
117 train 9.552347 (lr=8.2517e-05) (hash(x)=16366718)
|
| 126 |
+
118 train 9.499178 (lr=8.3217e-05) (hash(x)=13520931)
|
| 127 |
+
119 train 9.410403 (lr=8.3916e-05) (hash(x)=12678303)
|
| 128 |
+
120 train 9.375563 (lr=8.4615e-05) (hash(x)=10020764)
|
| 129 |
+
121 train 9.240090 (lr=8.5315e-05) (hash(x)=11144768)
|
| 130 |
+
122 train 9.501566 (lr=8.6014e-05) (hash(x)=10378383)
|
| 131 |
+
123 train 9.326124 (lr=8.6713e-05) (hash(x)=11927462)
|
| 132 |
+
124 train 9.327136 (lr=8.7413e-05) (hash(x)=13130532)
|
| 133 |
+
125 train 9.299536 (lr=8.8112e-05) (hash(x)=10418366)
|
| 134 |
+
126 train 9.422672 (lr=8.8811e-05) (hash(x)=14920480)
|
| 135 |
+
127 train 9.349115 (lr=8.9510e-05) (hash(x)=12758461)
|
| 136 |
+
128 train 9.378063 (lr=9.0210e-05) (hash(x)=14632236)
|
| 137 |
+
129 train 9.379567 (lr=9.0909e-05) (hash(x)=11680802)
|
| 138 |
+
130 train 9.296677 (lr=9.1608e-05) (hash(x)=12682477)
|
| 139 |
+
131 train 9.395699 (lr=9.2308e-05) (hash(x)=11946230)
|
| 140 |
+
132 train 9.376804 (lr=9.3007e-05) (hash(x)=15160610)
|
| 141 |
+
133 train 9.170813 (lr=9.3706e-05) (hash(x)=11704519)
|
| 142 |
+
134 train 9.113958 (lr=9.4406e-05) (hash(x)=12746108)
|
| 143 |
+
135 train 9.153707 (lr=9.5105e-05) (hash(x)=13701311)
|
| 144 |
+
136 train 9.193964 (lr=9.5804e-05) (hash(x)=15682136)
|
| 145 |
+
137 train 9.218878 (lr=9.6503e-05) (hash(x)=12751615)
|
| 146 |
+
138 train 9.223177 (lr=9.7203e-05) (hash(x)=13420600)
|
| 147 |
+
139 train 9.075116 (lr=9.7902e-05) (hash(x)=11198382)
|
| 148 |
+
140 train 9.186128 (lr=9.8601e-05) (hash(x)=11556406)
|
| 149 |
+
141 train 9.254230 (lr=9.9301e-05) (hash(x)=16075171)
|
| 150 |
+
142 train 9.418408 (lr=1.0000e-04) (hash(x)=16911864)
|
| 151 |
+
143 train 9.115257 (lr=1.0070e-04) (hash(x)=14346433)
|
| 152 |
+
144 train 9.148060 (lr=1.0140e-04) (hash(x)=12105279)
|
| 153 |
+
145 train 9.078602 (lr=1.0210e-04) (hash(x)=12888806)
|
| 154 |
+
146 train 9.096539 (lr=1.0280e-04) (hash(x)=11676047)
|
| 155 |
+
147 train 9.325201 (lr=1.0350e-04) (hash(x)=17855984)
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148 train 9.178595 (lr=1.0420e-04) (hash(x)=14922202)
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149 train 8.970037 (lr=1.0490e-04) (hash(x)=9616381)
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150 val loss 8.9505
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| 159 |
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150 val perplexity 7711.4341
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| 160 |
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150 train 8.991547 (lr=1.0559e-04) (hash(x)=11978542)
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151 train 10.083858 (lr=1.0629e-04) (hash(x)=18910052)
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152 train 9.488463 (lr=1.0699e-04) (hash(x)=13545339)
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153 train 8.861468 (lr=1.0769e-04) (hash(x)=12769596)
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155 train 9.159559 (lr=1.0909e-04) (hash(x)=11885403)
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156 train 8.904396 (lr=1.0979e-04) (hash(x)=12677961)
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157 train 8.923874 (lr=1.1049e-04) (hash(x)=12476514)
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158 train 8.972180 (lr=1.1119e-04) (hash(x)=13656193)
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159 train 8.920395 (lr=1.1189e-04) (hash(x)=12508350)
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160 train 8.724266 (lr=1.1259e-04) (hash(x)=11204172)
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163 train 8.977192 (lr=1.1469e-04) (hash(x)=10862804)
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164 train 8.969051 (lr=1.1538e-04) (hash(x)=12061659)
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165 train 8.800344 (lr=1.1608e-04) (hash(x)=15075084)
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166 train 8.745974 (lr=1.1678e-04) (hash(x)=12508408)
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168 train 8.401215 (lr=1.1818e-04) (hash(x)=10401493)
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169 train 8.541430 (lr=1.1888e-04) (hash(x)=12667924)
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170 train 8.471537 (lr=1.1958e-04) (hash(x)=12778664)
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171 train 8.598648 (lr=1.2028e-04) (hash(x)=11916406)
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172 train 8.579514 (lr=1.2098e-04) (hash(x)=11516862)
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173 train 8.490269 (lr=1.2168e-04) (hash(x)=13406195)
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174 train 8.641919 (lr=1.2238e-04) (hash(x)=12116183)
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175 train 8.440344 (lr=1.2308e-04) (hash(x)=11968227)
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176 train 8.646670 (lr=1.2378e-04) (hash(x)=12134811)
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177 train 8.454968 (lr=1.2448e-04) (hash(x)=11927490)
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178 train 8.456906 (lr=1.2517e-04) (hash(x)=12684747)
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180 train 8.491484 (lr=1.2657e-04) (hash(x)=11789931)
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181 train 8.262606 (lr=1.2727e-04) (hash(x)=11771253)
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182 train 8.375028 (lr=1.2797e-04) (hash(x)=10693812)
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183 train 8.483016 (lr=1.2867e-04) (hash(x)=15670776)
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184 train 8.467882 (lr=1.2937e-04) (hash(x)=13586931)
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185 train 8.222755 (lr=1.3007e-04) (hash(x)=11306133)
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186 train 8.378218 (lr=1.3077e-04) (hash(x)=12636637)
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187 train 8.600243 (lr=1.3147e-04) (hash(x)=14358384)
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188 train 8.283781 (lr=1.3217e-04) (hash(x)=11557997)
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189 train 8.161809 (lr=1.3287e-04) (hash(x)=10267428)
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190 train 8.404573 (lr=1.3357e-04) (hash(x)=11861629)
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191 train 8.236061 (lr=1.3427e-04) (hash(x)=11289341)
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192 train 8.250552 (lr=1.3497e-04) (hash(x)=11666650)
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193 train 8.227356 (lr=1.3566e-04) (hash(x)=14062293)
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194 train 8.328234 (lr=1.3636e-04) (hash(x)=10785993)
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195 train 8.513978 (lr=1.3706e-04) (hash(x)=14736057)
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196 train 8.243157 (lr=1.3776e-04) (hash(x)=12054745)
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197 train 8.803791 (lr=1.3846e-04) (hash(x)=16036112)
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198 train 8.674994 (lr=1.3916e-04) (hash(x)=16263589)
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199 train 8.264668 (lr=1.3986e-04) (hash(x)=11482477)
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200 val loss 8.2186
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| 211 |
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200 val perplexity 3709.1936
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| 212 |
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200 train 8.331128 (lr=1.4056e-04) (hash(x)=13356719)
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201 train 8.360603 (lr=1.4126e-04) (hash(x)=12742648)
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202 train 8.178341 (lr=1.4196e-04) (hash(x)=11963702)
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203 train 8.321255 (lr=1.4266e-04) (hash(x)=15429973)
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204 train 8.185876 (lr=1.4336e-04) (hash(x)=13257554)
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205 train 8.299450 (lr=1.4406e-04) (hash(x)=13972190)
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206 train 8.356649 (lr=1.4476e-04) (hash(x)=13430094)
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207 train 8.065244 (lr=1.4545e-04) (hash(x)=10345057)
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208 train 8.241135 (lr=1.4615e-04) (hash(x)=14689084)
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209 train 8.048694 (lr=1.4685e-04) (hash(x)=11609727)
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210 train 8.132227 (lr=1.4755e-04) (hash(x)=13860968)
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211 train 7.983911 (lr=1.4825e-04) (hash(x)=10816510)
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212 train 7.805987 (lr=1.4895e-04) (hash(x)=10255921)
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213 train 8.265846 (lr=1.4965e-04) (hash(x)=11801604)
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214 train 8.024021 (lr=1.5035e-04) (hash(x)=11442918)
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215 train 8.037505 (lr=1.5105e-04) (hash(x)=11157124)
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216 train 8.154212 (lr=1.5175e-04) (hash(x)=9862579)
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217 train 7.988428 (lr=1.5245e-04) (hash(x)=11666699)
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218 train 8.146107 (lr=1.5315e-04) (hash(x)=15933079)
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219 train 8.085238 (lr=1.5385e-04) (hash(x)=12349897)
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220 train 8.070837 (lr=1.5455e-04) (hash(x)=11150337)
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221 train 8.121499 (lr=1.5524e-04) (hash(x)=11648826)
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222 train 8.110094 (lr=1.5594e-04) (hash(x)=11198064)
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223 train 7.869467 (lr=1.5664e-04) (hash(x)=10750452)
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224 train 7.932137 (lr=1.5734e-04) (hash(x)=11819859)
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225 train 8.041350 (lr=1.5804e-04) (hash(x)=12114386)
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226 train 8.131905 (lr=1.5874e-04) (hash(x)=13023365)
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227 train 8.070331 (lr=1.5944e-04) (hash(x)=11859950)
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228 train 7.916239 (lr=1.6014e-04) (hash(x)=12542485)
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229 train 7.945375 (lr=1.6084e-04) (hash(x)=12837162)
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230 train 7.973840 (lr=1.6154e-04) (hash(x)=12185415)
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231 train 7.845544 (lr=1.6224e-04) (hash(x)=8921601)
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232 train 7.823643 (lr=1.6294e-04) (hash(x)=11572366)
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233 train 7.399642 (lr=1.6364e-04) (hash(x)=9125058)
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234 train 7.759228 (lr=1.6434e-04) (hash(x)=12007582)
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235 train 7.883780 (lr=1.6503e-04) (hash(x)=11333049)
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236 train 7.812930 (lr=1.6573e-04) (hash(x)=10626272)
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237 train 8.009889 (lr=1.6643e-04) (hash(x)=13807539)
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238 train 7.948827 (lr=1.6713e-04) (hash(x)=11429976)
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239 train 7.732471 (lr=1.6783e-04) (hash(x)=12165500)
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240 train 8.154915 (lr=1.6853e-04) (hash(x)=15491314)
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241 train 8.031611 (lr=1.6923e-04) (hash(x)=14343620)
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242 train 7.963512 (lr=1.6993e-04) (hash(x)=12358970)
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243 train 8.021643 (lr=1.7063e-04) (hash(x)=13153948)
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244 train 8.157185 (lr=1.7133e-04) (hash(x)=12935023)
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245 train 7.930007 (lr=1.7203e-04) (hash(x)=14497853)
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246 train 7.874344 (lr=1.7273e-04) (hash(x)=12545808)
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247 train 8.218092 (lr=1.7343e-04) (hash(x)=13569316)
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248 train 7.929280 (lr=1.7413e-04) (hash(x)=13033944)
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| 261 |
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249 train 8.128469 (lr=1.7483e-04) (hash(x)=14212041)
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250 val loss 7.8500
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| 263 |
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250 val perplexity 2565.6509
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| 264 |
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250 train 8.190201 (lr=1.7552e-04) (hash(x)=10769873)
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251 train 7.948317 (lr=1.7622e-04) (hash(x)=11456278)
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252 train 7.892446 (lr=1.7692e-04) (hash(x)=13141720)
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253 train 7.824191 (lr=1.7762e-04) (hash(x)=13563812)
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254 train 7.896578 (lr=1.7832e-04) (hash(x)=12645610)
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255 train 7.865828 (lr=1.7902e-04) (hash(x)=14043713)
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256 train 8.064789 (lr=1.7972e-04) (hash(x)=14545052)
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257 train 7.805581 (lr=1.8042e-04) (hash(x)=13968786)
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258 train 8.033873 (lr=1.8112e-04) (hash(x)=11573299)
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259 train 7.807196 (lr=1.8182e-04) (hash(x)=11896948)
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260 train 8.091600 (lr=1.8252e-04) (hash(x)=11602278)
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261 train 7.977814 (lr=1.8322e-04) (hash(x)=13298324)
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262 train 8.219219 (lr=1.8392e-04) (hash(x)=13232135)
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263 train 7.755114 (lr=1.8462e-04) (hash(x)=11969650)
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264 train 7.849348 (lr=1.8531e-04) (hash(x)=12202825)
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265 train 7.831344 (lr=1.8601e-04) (hash(x)=12021926)
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266 train 7.743421 (lr=1.8671e-04) (hash(x)=11486982)
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267 train 7.743017 (lr=1.8741e-04) (hash(x)=14387351)
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268 train 7.976931 (lr=1.8811e-04) (hash(x)=14588570)
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269 train 7.600177 (lr=1.8881e-04) (hash(x)=13939547)
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270 train 7.712019 (lr=1.8951e-04) (hash(x)=13336938)
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271 train 7.631325 (lr=1.9021e-04) (hash(x)=13680255)
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272 train 7.828246 (lr=1.9091e-04) (hash(x)=11276607)
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273 train 7.859665 (lr=1.9161e-04) (hash(x)=10982564)
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274 train 8.077077 (lr=1.9231e-04) (hash(x)=13821541)
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275 train 8.178282 (lr=1.9301e-04) (hash(x)=11875534)
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276 train 7.903212 (lr=1.9371e-04) (hash(x)=14296280)
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277 train 8.149975 (lr=1.9441e-04) (hash(x)=13390260)
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278 train 8.121318 (lr=1.9510e-04) (hash(x)=13142039)
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279 train 7.871567 (lr=1.9580e-04) (hash(x)=13871675)
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280 train 7.856265 (lr=1.9650e-04) (hash(x)=13297982)
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281 train 7.576210 (lr=1.9720e-04) (hash(x)=10728444)
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282 train 7.767710 (lr=1.9790e-04) (hash(x)=11539550)
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283 train 7.980420 (lr=1.9860e-04) (hash(x)=13389922)
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284 train 7.970659 (lr=1.9930e-04) (hash(x)=13390153)
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285 train 8.135550 (lr=2.0000e-04) (hash(x)=13458742)
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286 train 7.620024 (lr=2.0000e-04) (hash(x)=10387541)
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287 train 7.634505 (lr=2.0000e-04) (hash(x)=12263431)
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288 train 7.617607 (lr=2.0000e-04) (hash(x)=10405877)
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289 train 7.730730 (lr=1.9999e-04) (hash(x)=12377887)
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290 train 7.521780 (lr=1.9999e-04) (hash(x)=10511081)
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291 train 7.839685 (lr=1.9998e-04) (hash(x)=10141365)
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292 train 7.896434 (lr=1.9997e-04) (hash(x)=13935127)
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293 train 8.016750 (lr=1.9996e-04) (hash(x)=13965689)
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294 train 7.658750 (lr=1.9994e-04) (hash(x)=13301076)
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295 train 7.606771 (lr=1.9993e-04) (hash(x)=12414778)
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296 train 7.824572 (lr=1.9991e-04) (hash(x)=12497839)
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297 train 7.494140 (lr=1.9989e-04) (hash(x)=9727144)
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298 train 7.627941 (lr=1.9987e-04) (hash(x)=11972438)
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| 313 |
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299 train 7.872811 (lr=1.9985e-04) (hash(x)=11738134)
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300 val loss 7.7282
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| 315 |
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300 val perplexity 2271.5205
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| 316 |
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300 train 8.634287 (lr=1.9983e-04) (hash(x)=15826242)
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301 train 8.360047 (lr=1.9980e-04) (hash(x)=14924380)
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302 train 8.059079 (lr=1.9978e-04) (hash(x)=10605039)
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303 train 7.352702 (lr=1.9975e-04) (hash(x)=14443665)
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304 train 8.004745 (lr=1.9972e-04) (hash(x)=14431398)
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305 train 7.804030 (lr=1.9969e-04) (hash(x)=12873827)
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306 train 7.873482 (lr=1.9965e-04) (hash(x)=11307508)
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307 train 7.864730 (lr=1.9962e-04) (hash(x)=13435160)
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308 train 8.038187 (lr=1.9958e-04) (hash(x)=13345013)
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309 train 8.086296 (lr=1.9954e-04) (hash(x)=13024409)
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310 train 8.245039 (lr=1.9950e-04) (hash(x)=14339476)
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311 train 7.999329 (lr=1.9946e-04) (hash(x)=13100449)
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312 train 7.720766 (lr=1.9941e-04) (hash(x)=10843771)
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313 train 7.954684 (lr=1.9937e-04) (hash(x)=13304906)
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314 train 7.787072 (lr=1.9932e-04) (hash(x)=11167598)
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315 train 7.760123 (lr=1.9927e-04) (hash(x)=11690244)
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316 train 7.746840 (lr=1.9922e-04) (hash(x)=11802493)
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317 train 7.955032 (lr=1.9916e-04) (hash(x)=12027838)
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318 train 7.565988 (lr=1.9911e-04) (hash(x)=12643274)
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319 train 7.800028 (lr=1.9905e-04) (hash(x)=13953073)
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320 train 7.793595 (lr=1.9899e-04) (hash(x)=12882377)
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321 train 7.841989 (lr=1.9893e-04) (hash(x)=12066345)
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322 train 8.082265 (lr=1.9887e-04) (hash(x)=14822016)
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323 train 7.995302 (lr=1.9881e-04) (hash(x)=12657159)
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324 train 7.718143 (lr=1.9874e-04) (hash(x)=11740673)
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325 train 8.037291 (lr=1.9868e-04) (hash(x)=11335971)
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326 train 7.806524 (lr=1.9861e-04) (hash(x)=11550890)
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328 train 7.479196 (lr=1.9847e-04) (hash(x)=9941344)
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329 train 7.386048 (lr=1.9839e-04) (hash(x)=9766608)
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332 train 8.090384 (lr=1.9816e-04) (hash(x)=15459248)
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336 train 7.589744 (lr=1.9783e-04) (hash(x)=11354437)
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337 train 7.623497 (lr=1.9774e-04) (hash(x)=10987186)
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338 train 7.503930 (lr=1.9765e-04) (hash(x)=8972293)
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339 train 7.418931 (lr=1.9756e-04) (hash(x)=8916599)
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341 train 8.049152 (lr=1.9738e-04) (hash(x)=13235433)
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342 train 7.780016 (lr=1.9728e-04) (hash(x)=12916423)
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343 train 7.852749 (lr=1.9718e-04) (hash(x)=14428050)
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344 train 7.842262 (lr=1.9709e-04) (hash(x)=13204551)
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345 train 7.803088 (lr=1.9698e-04) (hash(x)=12631329)
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346 train 7.814667 (lr=1.9688e-04) (hash(x)=13809442)
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347 train 7.740370 (lr=1.9678e-04) (hash(x)=12787108)
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| 364 |
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348 train 7.754910 (lr=1.9667e-04) (hash(x)=11912209)
|
| 365 |
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349 train 7.860953 (lr=1.9656e-04) (hash(x)=14499940)
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| 366 |
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350 val loss 7.7193
|
| 367 |
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350 val perplexity 2251.4192
|
| 368 |
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350 train 7.978496 (lr=1.9646e-04) (hash(x)=13911589)
|
| 369 |
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351 train 8.050618 (lr=1.9634e-04) (hash(x)=14104576)
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| 370 |
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352 train 7.914159 (lr=1.9623e-04) (hash(x)=12414592)
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| 371 |
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353 train 7.954380 (lr=1.9612e-04) (hash(x)=13943168)
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| 372 |
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354 train 7.844378 (lr=1.9600e-04) (hash(x)=12770473)
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| 373 |
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355 train 7.729273 (lr=1.9588e-04) (hash(x)=12623743)
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| 374 |
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356 train 7.839377 (lr=1.9576e-04) (hash(x)=12441115)
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| 375 |
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357 train 7.871043 (lr=1.9564e-04) (hash(x)=12689741)
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| 376 |
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358 train 7.779885 (lr=1.9552e-04) (hash(x)=12703188)
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| 377 |
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359 train 7.805457 (lr=1.9540e-04) (hash(x)=14453314)
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| 378 |
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360 train 7.669273 (lr=1.9527e-04) (hash(x)=12038031)
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| 379 |
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361 train 7.726473 (lr=1.9514e-04) (hash(x)=10824391)
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| 380 |
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362 train 7.740187 (lr=1.9501e-04) (hash(x)=11527801)
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| 381 |
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363 train 7.400313 (lr=1.9488e-04) (hash(x)=10470424)
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| 382 |
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364 train 7.301344 (lr=1.9475e-04) (hash(x)=12820231)
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| 383 |
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365 train 8.751458 (lr=1.9462e-04) (hash(x)=15186277)
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| 384 |
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366 train 7.885677 (lr=1.9448e-04) (hash(x)=13477578)
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| 385 |
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367 train 7.874398 (lr=1.9434e-04) (hash(x)=12918172)
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| 386 |
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368 train 7.579510 (lr=1.9421e-04) (hash(x)=12480955)
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| 387 |
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369 train 7.950743 (lr=1.9406e-04) (hash(x)=11936107)
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| 388 |
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370 train 7.590088 (lr=1.9392e-04) (hash(x)=9742856)
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| 389 |
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371 train 7.897593 (lr=1.9378e-04) (hash(x)=13259459)
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372 train 7.712980 (lr=1.9363e-04) (hash(x)=11608070)
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373 train 7.665611 (lr=1.9349e-04) (hash(x)=12918385)
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374 train 7.796329 (lr=1.9334e-04) (hash(x)=12761761)
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375 train 7.740853 (lr=1.9319e-04) (hash(x)=12368572)
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376 train 7.802665 (lr=1.9304e-04) (hash(x)=11587019)
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377 train 8.045978 (lr=1.9288e-04) (hash(x)=13455578)
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378 train 7.792904 (lr=1.9273e-04) (hash(x)=12043438)
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379 train 7.730219 (lr=1.9257e-04) (hash(x)=13505144)
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| 398 |
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380 train 7.705760 (lr=1.9241e-04) (hash(x)=12626641)
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| 399 |
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381 train 7.922672 (lr=1.9225e-04) (hash(x)=13370946)
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382 train 7.450847 (lr=1.9209e-04) (hash(x)=9854862)
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383 train 7.778313 (lr=1.9193e-04) (hash(x)=13340443)
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384 train 7.726304 (lr=1.9176e-04) (hash(x)=12641299)
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385 train 7.676025 (lr=1.9160e-04) (hash(x)=12806141)
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386 train 8.008121 (lr=1.9143e-04) (hash(x)=12354021)
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387 train 7.608544 (lr=1.9126e-04) (hash(x)=11469900)
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| 406 |
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388 train 7.259594 (lr=1.9109e-04) (hash(x)=10099706)
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| 407 |
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389 train 7.648619 (lr=1.9091e-04) (hash(x)=11591533)
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| 408 |
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390 train 7.666184 (lr=1.9074e-04) (hash(x)=11174793)
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| 409 |
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391 train 7.459403 (lr=1.9056e-04) (hash(x)=10742101)
|
| 410 |
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392 train 7.673098 (lr=1.9039e-04) (hash(x)=13136821)
|
| 411 |
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393 train 7.615827 (lr=1.9021e-04) (hash(x)=11781196)
|
| 412 |
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394 train 7.449391 (lr=1.9003e-04) (hash(x)=11847817)
|
| 413 |
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395 train 7.756083 (lr=1.8985e-04) (hash(x)=13261517)
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| 414 |
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396 train 7.585944 (lr=1.8966e-04) (hash(x)=11622233)
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| 415 |
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397 train 7.881237 (lr=1.8948e-04) (hash(x)=13592858)
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| 416 |
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398 train 7.973800 (lr=1.8929e-04) (hash(x)=15017875)
|
| 417 |
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399 train 7.893511 (lr=1.8910e-04) (hash(x)=13025742)
|
| 418 |
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400 val loss 7.7060
|
| 419 |
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400 val perplexity 2221.6523
|
| 420 |
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400 train 7.704328 (lr=1.8891e-04) (hash(x)=11718604)
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| 421 |
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401 train 7.721273 (lr=1.8872e-04) (hash(x)=12152419)
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| 422 |
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402 train 7.802438 (lr=1.8853e-04) (hash(x)=14069856)
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| 423 |
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403 train 8.247646 (lr=1.8834e-04) (hash(x)=15100390)
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| 424 |
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404 train 7.920923 (lr=1.8814e-04) (hash(x)=12718574)
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| 425 |
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405 train 7.554693 (lr=1.8794e-04) (hash(x)=10708197)
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| 426 |
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406 train 7.698997 (lr=1.8774e-04) (hash(x)=10819941)
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| 427 |
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407 train 7.784525 (lr=1.8754e-04) (hash(x)=14351068)
|
| 428 |
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408 train 7.895465 (lr=1.8734e-04) (hash(x)=14377468)
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| 429 |
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409 train 7.962371 (lr=1.8714e-04) (hash(x)=12619936)
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| 430 |
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410 train 7.454318 (lr=1.8693e-04) (hash(x)=7908802)
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| 431 |
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411 train 7.643429 (lr=1.8673e-04) (hash(x)=13445545)
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| 432 |
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412 train 7.917080 (lr=1.8652e-04) (hash(x)=14062361)
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| 433 |
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413 train 7.631527 (lr=1.8631e-04) (hash(x)=11375930)
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| 434 |
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414 train 7.680193 (lr=1.8610e-04) (hash(x)=10519208)
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| 435 |
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415 train 8.157230 (lr=1.8589e-04) (hash(x)=13155663)
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| 436 |
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416 train 8.048059 (lr=1.8567e-04) (hash(x)=15774406)
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| 437 |
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417 train 7.685439 (lr=1.8546e-04) (hash(x)=13404244)
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| 438 |
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418 train 7.679968 (lr=1.8524e-04) (hash(x)=9995421)
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| 439 |
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419 train 7.702252 (lr=1.8502e-04) (hash(x)=13309898)
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| 440 |
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420 train 7.913348 (lr=1.8480e-04) (hash(x)=13892965)
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| 441 |
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421 train 7.790037 (lr=1.8458e-04) (hash(x)=12356526)
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| 442 |
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422 train 7.733968 (lr=1.8436e-04) (hash(x)=12133609)
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| 443 |
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423 train 7.497521 (lr=1.8414e-04) (hash(x)=9157946)
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424 train 7.509605 (lr=1.8391e-04) (hash(x)=11770021)
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425 train 7.706327 (lr=1.8369e-04) (hash(x)=11837703)
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426 train 7.633355 (lr=1.8346e-04) (hash(x)=9337790)
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427 train 7.680883 (lr=1.8323e-04) (hash(x)=12222186)
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| 448 |
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428 train 7.581763 (lr=1.8300e-04) (hash(x)=11408945)
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| 449 |
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429 train 7.695054 (lr=1.8276e-04) (hash(x)=12588150)
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| 450 |
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430 train 7.588254 (lr=1.8253e-04) (hash(x)=12035009)
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| 451 |
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431 train 7.720014 (lr=1.8230e-04) (hash(x)=13872294)
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432 train 7.754536 (lr=1.8206e-04) (hash(x)=13115811)
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433 train 7.506521 (lr=1.8182e-04) (hash(x)=10621792)
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| 454 |
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434 train 7.717063 (lr=1.8158e-04) (hash(x)=11829316)
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| 455 |
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435 train 7.545071 (lr=1.8134e-04) (hash(x)=11824400)
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| 456 |
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436 train 7.739806 (lr=1.8110e-04) (hash(x)=13258944)
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| 457 |
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437 train 7.872005 (lr=1.8086e-04) (hash(x)=12495032)
|
| 458 |
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438 train 7.738230 (lr=1.8061e-04) (hash(x)=12623570)
|
| 459 |
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439 train 7.813132 (lr=1.8036e-04) (hash(x)=12773612)
|
| 460 |
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440 train 7.862187 (lr=1.8012e-04) (hash(x)=11183399)
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| 461 |
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441 train 7.588416 (lr=1.7987e-04) (hash(x)=10808441)
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| 462 |
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442 train 7.877497 (lr=1.7962e-04) (hash(x)=13523831)
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| 463 |
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443 train 7.786539 (lr=1.7937e-04) (hash(x)=12794078)
|
| 464 |
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444 train 7.707970 (lr=1.7911e-04) (hash(x)=12098496)
|
| 465 |
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445 train 7.743603 (lr=1.7886e-04) (hash(x)=11328897)
|
| 466 |
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446 train 7.851244 (lr=1.7860e-04) (hash(x)=12482357)
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| 467 |
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447 train 7.699032 (lr=1.7835e-04) (hash(x)=12235713)
|
| 468 |
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448 train 7.452949 (lr=1.7809e-04) (hash(x)=12612778)
|
| 469 |
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449 train 7.732646 (lr=1.7783e-04) (hash(x)=11512364)
|
| 470 |
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450 val loss 7.6713
|
| 471 |
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450 val perplexity 2145.8027
|
| 472 |
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450 train 7.785788 (lr=1.7757e-04) (hash(x)=13110980)
|
| 473 |
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451 train 7.376571 (lr=1.7731e-04) (hash(x)=10270693)
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| 474 |
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452 train 7.389279 (lr=1.7704e-04) (hash(x)=10333232)
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| 475 |
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453 train 7.546477 (lr=1.7678e-04) (hash(x)=12380104)
|
| 476 |
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454 train 7.426376 (lr=1.7651e-04) (hash(x)=12106102)
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| 477 |
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455 train 7.636286 (lr=1.7624e-04) (hash(x)=13686441)
|
| 478 |
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456 train 8.261515 (lr=1.7597e-04) (hash(x)=11802878)
|
| 479 |
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457 train 7.950126 (lr=1.7570e-04) (hash(x)=14151557)
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| 480 |
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458 train 7.973166 (lr=1.7543e-04) (hash(x)=13785241)
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| 481 |
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459 train 7.790209 (lr=1.7516e-04) (hash(x)=13567687)
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| 482 |
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460 train 7.814677 (lr=1.7489e-04) (hash(x)=12731340)
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| 483 |
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461 train 7.681212 (lr=1.7461e-04) (hash(x)=12718282)
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| 484 |
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462 train 7.800984 (lr=1.7434e-04) (hash(x)=13733829)
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| 485 |
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463 train 7.518016 (lr=1.7406e-04) (hash(x)=13214962)
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| 486 |
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464 train 7.693501 (lr=1.7378e-04) (hash(x)=11298890)
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| 487 |
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465 train 7.574960 (lr=1.7350e-04) (hash(x)=10855282)
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| 488 |
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466 train 8.053904 (lr=1.7322e-04) (hash(x)=14082841)
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| 489 |
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467 train 7.806999 (lr=1.7294e-04) (hash(x)=12404167)
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| 490 |
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468 train 8.220016 (lr=1.7265e-04) (hash(x)=15826094)
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| 491 |
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469 train 7.880946 (lr=1.7237e-04) (hash(x)=13017256)
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| 492 |
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470 train 7.646083 (lr=1.7208e-04) (hash(x)=13446769)
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| 493 |
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471 train 7.691029 (lr=1.7179e-04) (hash(x)=12602681)
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| 494 |
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472 train 7.512251 (lr=1.7151e-04) (hash(x)=10655764)
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| 495 |
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473 train 7.375983 (lr=1.7122e-04) (hash(x)=11916856)
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| 496 |
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474 train 8.006416 (lr=1.7092e-04) (hash(x)=13726124)
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| 497 |
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475 train 7.682047 (lr=1.7063e-04) (hash(x)=13850551)
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| 498 |
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476 train 7.523401 (lr=1.7034e-04) (hash(x)=12614910)
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| 499 |
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477 train 7.552313 (lr=1.7004e-04) (hash(x)=11382479)
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| 500 |
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478 train 7.639317 (lr=1.6975e-04) (hash(x)=13387304)
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| 501 |
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479 train 7.739483 (lr=1.6945e-04) (hash(x)=13829219)
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| 502 |
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480 train 7.740978 (lr=1.6915e-04) (hash(x)=14735902)
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| 503 |
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481 train 8.014008 (lr=1.6886e-04) (hash(x)=13540459)
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| 504 |
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482 train 7.717762 (lr=1.6856e-04) (hash(x)=12591112)
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| 505 |
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483 train 7.812782 (lr=1.6825e-04) (hash(x)=15485762)
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| 506 |
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484 train 7.711108 (lr=1.6795e-04) (hash(x)=12950474)
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| 507 |
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485 train 7.671042 (lr=1.6765e-04) (hash(x)=12268519)
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| 508 |
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486 train 7.171349 (lr=1.6734e-04) (hash(x)=8011105)
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| 509 |
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487 train 7.178797 (lr=1.6704e-04) (hash(x)=9335220)
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| 510 |
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488 train 7.342561 (lr=1.6673e-04) (hash(x)=10948116)
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| 511 |
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489 train 7.895513 (lr=1.6642e-04) (hash(x)=13359270)
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| 512 |
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490 train 7.753210 (lr=1.6611e-04) (hash(x)=12487329)
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| 513 |
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491 train 7.701798 (lr=1.6580e-04) (hash(x)=13162637)
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| 514 |
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492 train 7.867634 (lr=1.6549e-04) (hash(x)=12860332)
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| 515 |
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493 train 7.717323 (lr=1.6518e-04) (hash(x)=13305408)
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| 516 |
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494 train 7.678101 (lr=1.6487e-04) (hash(x)=11796684)
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| 517 |
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495 train 7.777458 (lr=1.6455e-04) (hash(x)=15713183)
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| 518 |
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496 train 7.684218 (lr=1.6424e-04) (hash(x)=11904281)
|
| 519 |
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497 train 7.661920 (lr=1.6392e-04) (hash(x)=13536419)
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| 520 |
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498 train 7.522082 (lr=1.6360e-04) (hash(x)=11620971)
|
| 521 |
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499 train 7.828085 (lr=1.6328e-04) (hash(x)=13326615)
|
| 522 |
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500 val loss 7.6389
|
| 523 |
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500 val perplexity 2077.4609
|
| 524 |
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500 train 7.591279 (lr=1.6296e-04) (hash(x)=13585589)
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| 525 |
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501 train 7.788630 (lr=1.6264e-04) (hash(x)=12112694)
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| 526 |
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502 train 7.763701 (lr=1.6232e-04) (hash(x)=11524363)
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| 527 |
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503 train 7.580710 (lr=1.6200e-04) (hash(x)=9917297)
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| 528 |
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504 train 7.612589 (lr=1.6168e-04) (hash(x)=13392970)
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| 529 |
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505 train 7.945841 (lr=1.6135e-04) (hash(x)=12656639)
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| 530 |
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506 train 7.176032 (lr=1.6103e-04) (hash(x)=8029433)
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| 531 |
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507 train 6.858540 (lr=1.6070e-04) (hash(x)=6829764)
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| 532 |
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508 train 7.220149 (lr=1.6037e-04) (hash(x)=12312323)
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| 533 |
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509 train 7.777761 (lr=1.6004e-04) (hash(x)=12964320)
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| 534 |
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510 train 7.452763 (lr=1.5971e-04) (hash(x)=12460686)
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| 535 |
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511 train 7.748807 (lr=1.5938e-04) (hash(x)=12688412)
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| 536 |
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512 train 7.541424 (lr=1.5905e-04) (hash(x)=11453733)
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| 537 |
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513 train 8.049465 (lr=1.5872e-04) (hash(x)=14906439)
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| 538 |
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514 train 7.320649 (lr=1.5838e-04) (hash(x)=10903202)
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| 539 |
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515 train 7.360019 (lr=1.5805e-04) (hash(x)=13039934)
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516 train 7.726252 (lr=1.5772e-04) (hash(x)=11526002)
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517 train 7.700616 (lr=1.5738e-04) (hash(x)=12020357)
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518 train 8.000734 (lr=1.5704e-04) (hash(x)=17910848)
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519 train 7.602094 (lr=1.5670e-04) (hash(x)=12108991)
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| 544 |
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520 train 7.810327 (lr=1.5636e-04) (hash(x)=12549643)
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| 545 |
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521 train 7.842011 (lr=1.5602e-04) (hash(x)=12328329)
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522 train 7.716413 (lr=1.5568e-04) (hash(x)=12084164)
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523 train 7.935218 (lr=1.5534e-04) (hash(x)=14740147)
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524 train 7.618327 (lr=1.5500e-04) (hash(x)=10853071)
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525 train 7.664051 (lr=1.5466e-04) (hash(x)=11559413)
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526 train 7.780610 (lr=1.5431e-04) (hash(x)=14655032)
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527 train 7.660082 (lr=1.5397e-04) (hash(x)=12152216)
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528 train 7.786831 (lr=1.5362e-04) (hash(x)=14655442)
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529 train 7.557544 (lr=1.5327e-04) (hash(x)=12708922)
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530 train 7.762427 (lr=1.5293e-04) (hash(x)=12464208)
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531 train 7.845828 (lr=1.5258e-04) (hash(x)=14469749)
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532 train 7.935490 (lr=1.5223e-04) (hash(x)=12899435)
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533 train 7.691104 (lr=1.5188e-04) (hash(x)=12459368)
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534 train 7.820300 (lr=1.5153e-04) (hash(x)=11414287)
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535 train 7.699397 (lr=1.5118e-04) (hash(x)=11421483)
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536 train 7.563045 (lr=1.5082e-04) (hash(x)=12885164)
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537 train 7.545448 (lr=1.5047e-04) (hash(x)=12939881)
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538 train 7.686024 (lr=1.5012e-04) (hash(x)=11989344)
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539 train 7.817342 (lr=1.4976e-04) (hash(x)=12362234)
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540 train 7.676189 (lr=1.4941e-04) (hash(x)=11521741)
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541 train 7.579996 (lr=1.4905e-04) (hash(x)=12322333)
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542 train 7.339329 (lr=1.4869e-04) (hash(x)=10728195)
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543 train 7.947592 (lr=1.4833e-04) (hash(x)=13448155)
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544 train 7.662528 (lr=1.4798e-04) (hash(x)=13495082)
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| 569 |
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545 train 7.705361 (lr=1.4762e-04) (hash(x)=12928941)
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| 570 |
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546 train 7.684577 (lr=1.4726e-04) (hash(x)=11423948)
|
| 571 |
+
547 train 7.473099 (lr=1.4690e-04) (hash(x)=10971430)
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| 572 |
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548 train 7.479210 (lr=1.4653e-04) (hash(x)=11754720)
|
| 573 |
+
549 train 7.580957 (lr=1.4617e-04) (hash(x)=13627629)
|
| 574 |
+
550 val loss 7.5884
|
| 575 |
+
550 val perplexity 1975.2202
|
| 576 |
+
550 train 7.518768 (lr=1.4581e-04) (hash(x)=11853600)
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| 577 |
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551 train 7.644204 (lr=1.4545e-04) (hash(x)=11905081)
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| 578 |
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552 train 7.546535 (lr=1.4508e-04) (hash(x)=13718040)
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| 579 |
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553 train 7.668506 (lr=1.4472e-04) (hash(x)=14339184)
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554 train 7.671719 (lr=1.4435e-04) (hash(x)=14022671)
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555 train 7.480889 (lr=1.4398e-04) (hash(x)=10917438)
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| 582 |
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556 train 7.771840 (lr=1.4362e-04) (hash(x)=12631504)
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| 583 |
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557 train 7.707402 (lr=1.4325e-04) (hash(x)=13804603)
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| 584 |
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558 train 7.947208 (lr=1.4288e-04) (hash(x)=13445207)
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| 585 |
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559 train 7.655127 (lr=1.4251e-04) (hash(x)=12290857)
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| 586 |
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560 train 7.751757 (lr=1.4214e-04) (hash(x)=12852252)
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| 587 |
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561 train 7.369168 (lr=1.4177e-04) (hash(x)=10211118)
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| 588 |
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562 train 7.803599 (lr=1.4140e-04) (hash(x)=15793523)
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| 589 |
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563 train 7.947701 (lr=1.4103e-04) (hash(x)=13407076)
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| 590 |
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564 train 7.754299 (lr=1.4066e-04) (hash(x)=16676586)
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| 591 |
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565 train 7.664621 (lr=1.4029e-04) (hash(x)=12249945)
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| 592 |
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566 train 7.807219 (lr=1.3991e-04) (hash(x)=11660346)
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567 train 7.692031 (lr=1.3954e-04) (hash(x)=13234933)
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568 train 7.551330 (lr=1.3916e-04) (hash(x)=10823532)
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569 train 7.687667 (lr=1.3879e-04) (hash(x)=15194855)
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570 train 7.759551 (lr=1.3841e-04) (hash(x)=14843612)
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571 train 7.760289 (lr=1.3804e-04) (hash(x)=12892366)
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| 598 |
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572 train 7.510780 (lr=1.3766e-04) (hash(x)=11056742)
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573 train 7.598840 (lr=1.3728e-04) (hash(x)=12609795)
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574 train 7.584177 (lr=1.3691e-04) (hash(x)=11560140)
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575 train 7.405404 (lr=1.3653e-04) (hash(x)=9768085)
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576 train 7.632548 (lr=1.3615e-04) (hash(x)=14009803)
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577 train 7.448309 (lr=1.3577e-04) (hash(x)=12252104)
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578 train 7.717127 (lr=1.3539e-04) (hash(x)=14304208)
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579 train 7.764746 (lr=1.3501e-04) (hash(x)=12692791)
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580 train 7.736430 (lr=1.3463e-04) (hash(x)=13214828)
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581 train 7.543068 (lr=1.3425e-04) (hash(x)=11957245)
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| 608 |
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582 train 7.175944 (lr=1.3387e-04) (hash(x)=9605788)
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| 609 |
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583 train 7.226079 (lr=1.3348e-04) (hash(x)=9528974)
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| 610 |
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584 train 7.396194 (lr=1.3310e-04) (hash(x)=11036050)
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| 611 |
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585 train 7.713662 (lr=1.3272e-04) (hash(x)=12231837)
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| 612 |
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586 train 7.564991 (lr=1.3234e-04) (hash(x)=12052445)
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587 train 7.461040 (lr=1.3195e-04) (hash(x)=10032842)
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| 614 |
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588 train 7.829351 (lr=1.3157e-04) (hash(x)=14951059)
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| 615 |
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589 train 8.534807 (lr=1.3118e-04) (hash(x)=17178097)
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| 616 |
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590 train 8.927412 (lr=1.3080e-04) (hash(x)=18009086)
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| 617 |
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591 train 7.548938 (lr=1.3041e-04) (hash(x)=10720403)
|
| 618 |
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592 train 7.791643 (lr=1.3003e-04) (hash(x)=15019211)
|
| 619 |
+
593 train 7.710717 (lr=1.2964e-04) (hash(x)=13541352)
|
| 620 |
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594 train 7.922997 (lr=1.2925e-04) (hash(x)=15227056)
|
| 621 |
+
595 train 8.167940 (lr=1.2887e-04) (hash(x)=15187742)
|
| 622 |
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596 train 8.016665 (lr=1.2848e-04) (hash(x)=12858009)
|
| 623 |
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597 train 7.620989 (lr=1.2809e-04) (hash(x)=11971935)
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| 624 |
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598 train 7.719777 (lr=1.2770e-04) (hash(x)=10047324)
|
| 625 |
+
599 train 7.660329 (lr=1.2732e-04) (hash(x)=12874592)
|
| 626 |
+
600 val loss 7.5667
|
| 627 |
+
600 val perplexity 1932.7019
|
| 628 |
+
600 train 7.612109 (lr=1.2693e-04) (hash(x)=11616298)
|
| 629 |
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601 train 7.653146 (lr=1.2654e-04) (hash(x)=12462802)
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| 630 |
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602 train 7.611350 (lr=1.2615e-04) (hash(x)=12864255)
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| 631 |
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603 train 7.768061 (lr=1.2576e-04) (hash(x)=13622545)
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| 632 |
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604 train 7.647554 (lr=1.2537e-04) (hash(x)=14649855)
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| 633 |
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605 train 7.962606 (lr=1.2498e-04) (hash(x)=14255974)
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| 634 |
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606 train 7.860838 (lr=1.2459e-04) (hash(x)=14247081)
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| 635 |
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607 train 7.486697 (lr=1.2420e-04) (hash(x)=11025404)
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| 636 |
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608 train 7.843795 (lr=1.2381e-04) (hash(x)=14204393)
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| 637 |
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609 train 7.702729 (lr=1.2341e-04) (hash(x)=11239636)
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| 638 |
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610 train 7.718433 (lr=1.2302e-04) (hash(x)=12606825)
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| 639 |
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611 train 7.778630 (lr=1.2263e-04) (hash(x)=15190123)
|
| 640 |
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612 train 7.846795 (lr=1.2224e-04) (hash(x)=15138106)
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| 641 |
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613 train 7.863890 (lr=1.2185e-04) (hash(x)=11464046)
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614 train 7.745975 (lr=1.2145e-04) (hash(x)=11150867)
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| 643 |
+
615 train 7.732019 (lr=1.2106e-04) (hash(x)=12567779)
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| 644 |
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616 train 7.614575 (lr=1.2067e-04) (hash(x)=11611202)
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| 645 |
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617 train 7.723141 (lr=1.2027e-04) (hash(x)=16046446)
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| 646 |
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618 train 7.555303 (lr=1.1988e-04) (hash(x)=11255030)
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| 647 |
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619 train 7.532802 (lr=1.1949e-04) (hash(x)=12439519)
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| 648 |
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620 train 7.526976 (lr=1.1909e-04) (hash(x)=13534296)
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| 649 |
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621 train 7.328829 (lr=1.1870e-04) (hash(x)=11917658)
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| 650 |
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622 train 7.679214 (lr=1.1830e-04) (hash(x)=11009063)
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| 651 |
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623 train 7.575866 (lr=1.1791e-04) (hash(x)=11826091)
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624 train 8.134135 (lr=1.1752e-04) (hash(x)=14037695)
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625 train 7.643112 (lr=1.1712e-04) (hash(x)=10807703)
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| 654 |
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626 train 7.492172 (lr=1.1673e-04) (hash(x)=10870729)
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| 655 |
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627 train 7.597502 (lr=1.1633e-04) (hash(x)=14723866)
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| 656 |
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628 train 7.731320 (lr=1.1594e-04) (hash(x)=13363055)
|
| 657 |
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629 train 7.913122 (lr=1.1554e-04) (hash(x)=11315230)
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| 658 |
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630 train 8.675401 (lr=1.1515e-04) (hash(x)=11232721)
|
| 659 |
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631 train 8.099237 (lr=1.1475e-04) (hash(x)=11259652)
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| 660 |
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632 train 8.211958 (lr=1.1435e-04) (hash(x)=12186888)
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| 661 |
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633 train 8.463395 (lr=1.1396e-04) (hash(x)=11702582)
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| 662 |
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634 train 7.994914 (lr=1.1356e-04) (hash(x)=12503047)
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| 663 |
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635 train 7.664832 (lr=1.1317e-04) (hash(x)=11135951)
|
| 664 |
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636 train 7.695299 (lr=1.1277e-04) (hash(x)=11955498)
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| 665 |
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637 train 7.798506 (lr=1.1238e-04) (hash(x)=11570885)
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| 666 |
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638 train 7.590965 (lr=1.1198e-04) (hash(x)=12155844)
|
| 667 |
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639 train 7.606598 (lr=1.1158e-04) (hash(x)=14642293)
|
| 668 |
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640 train 7.385404 (lr=1.1119e-04) (hash(x)=13839875)
|
| 669 |
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641 train 7.415222 (lr=1.1079e-04) (hash(x)=13037070)
|
| 670 |
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642 train 7.634869 (lr=1.1040e-04) (hash(x)=14520991)
|
| 671 |
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643 train 7.489083 (lr=1.1000e-04) (hash(x)=12485426)
|
| 672 |
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644 train 7.467604 (lr=1.0960e-04) (hash(x)=13014970)
|
| 673 |
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645 train 7.764840 (lr=1.0921e-04) (hash(x)=15142358)
|
| 674 |
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646 train 7.402581 (lr=1.0881e-04) (hash(x)=10027296)
|
| 675 |
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647 train 7.455642 (lr=1.0842e-04) (hash(x)=12923132)
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| 676 |
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648 train 7.696591 (lr=1.0802e-04) (hash(x)=12354083)
|
| 677 |
+
649 train 7.849119 (lr=1.0762e-04) (hash(x)=13055942)
|
| 678 |
+
650 val loss 7.5418
|
| 679 |
+
650 val perplexity 1885.1727
|
| 680 |
+
650 train 7.628264 (lr=1.0723e-04) (hash(x)=13291036)
|
| 681 |
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651 train 7.671692 (lr=1.0683e-04) (hash(x)=13559280)
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| 682 |
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652 train 7.621847 (lr=1.0644e-04) (hash(x)=14086368)
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| 683 |
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653 train 7.662685 (lr=1.0604e-04) (hash(x)=15313622)
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| 684 |
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654 train 7.653256 (lr=1.0565e-04) (hash(x)=13812518)
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| 685 |
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655 train 7.513059 (lr=1.0525e-04) (hash(x)=12169964)
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| 686 |
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656 train 7.268090 (lr=1.0485e-04) (hash(x)=11896906)
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| 687 |
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657 train 7.215203 (lr=1.0446e-04) (hash(x)=10902629)
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| 688 |
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658 train 7.008800 (lr=1.0406e-04) (hash(x)=9987921)
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| 689 |
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659 train 7.415229 (lr=1.0367e-04) (hash(x)=12000182)
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| 690 |
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660 train 7.178227 (lr=1.0327e-04) (hash(x)=8940484)
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| 691 |
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661 train 7.503571 (lr=1.0288e-04) (hash(x)=11345877)
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| 692 |
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662 train 7.634153 (lr=1.0248e-04) (hash(x)=14081920)
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| 693 |
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663 train 7.393093 (lr=1.0209e-04) (hash(x)=10948640)
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| 694 |
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664 train 7.221130 (lr=1.0170e-04) (hash(x)=10980535)
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| 695 |
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665 train 7.554907 (lr=1.0130e-04) (hash(x)=13037309)
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| 696 |
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666 train 7.190723 (lr=1.0091e-04) (hash(x)=9375142)
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| 697 |
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667 train 7.223372 (lr=1.0051e-04) (hash(x)=9666433)
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| 698 |
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668 train 7.496276 (lr=1.0012e-04) (hash(x)=11623444)
|
| 699 |
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669 train 7.482530 (lr=9.9726e-05) (hash(x)=14049895)
|
| 700 |
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670 train 7.668473 (lr=9.9333e-05) (hash(x)=12689579)
|
| 701 |
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671 train 7.697872 (lr=9.8940e-05) (hash(x)=14103013)
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| 702 |
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672 train 7.838601 (lr=9.8547e-05) (hash(x)=11809717)
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| 703 |
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673 train 7.637832 (lr=9.8154e-05) (hash(x)=14058870)
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674 train 7.662465 (lr=9.7762e-05) (hash(x)=13738049)
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| 705 |
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675 train 7.673971 (lr=9.7370e-05) (hash(x)=13553506)
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676 train 7.644360 (lr=9.6978e-05) (hash(x)=13526463)
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| 707 |
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677 train 7.483742 (lr=9.6586e-05) (hash(x)=12902075)
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| 708 |
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678 train 7.727485 (lr=9.6195e-05) (hash(x)=12466258)
|
| 709 |
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679 train 7.196919 (lr=9.5804e-05) (hash(x)=11135042)
|
| 710 |
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680 train 7.990532 (lr=9.5413e-05) (hash(x)=14920026)
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| 711 |
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681 train 7.656621 (lr=9.5022e-05) (hash(x)=13650023)
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| 712 |
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682 train 7.472920 (lr=9.4632e-05) (hash(x)=12991042)
|
| 713 |
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683 train 7.611134 (lr=9.4242e-05) (hash(x)=14930403)
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| 714 |
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684 train 7.643292 (lr=9.3852e-05) (hash(x)=15386592)
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| 715 |
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685 train 7.760888 (lr=9.3463e-05) (hash(x)=15485935)
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| 716 |
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686 train 8.381590 (lr=9.3073e-05) (hash(x)=15487294)
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687 train 7.611321 (lr=9.2685e-05) (hash(x)=12404200)
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688 train 7.420182 (lr=9.2296e-05) (hash(x)=12070779)
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| 719 |
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689 train 7.482160 (lr=9.1908e-05) (hash(x)=12392953)
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| 720 |
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690 train 7.624224 (lr=9.1520e-05) (hash(x)=12331573)
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| 721 |
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691 train 7.481403 (lr=9.1133e-05) (hash(x)=12280314)
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| 722 |
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692 train 7.395922 (lr=9.0746e-05) (hash(x)=11383559)
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| 723 |
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693 train 7.424727 (lr=9.0359e-05) (hash(x)=10900559)
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| 724 |
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694 train 7.572106 (lr=8.9973e-05) (hash(x)=13353547)
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| 725 |
+
695 train 7.486903 (lr=8.9587e-05) (hash(x)=11534055)
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| 726 |
+
696 train 7.558372 (lr=8.9202e-05) (hash(x)=14797493)
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| 727 |
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697 train 7.489567 (lr=8.8817e-05) (hash(x)=11997160)
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| 728 |
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698 train 7.700190 (lr=8.8432e-05) (hash(x)=13151054)
|
| 729 |
+
699 train 7.642406 (lr=8.8048e-05) (hash(x)=11308531)
|
| 730 |
+
700 val loss 7.4913
|
| 731 |
+
700 val perplexity 1792.3800
|
| 732 |
+
700 train 7.567808 (lr=8.7664e-05) (hash(x)=13121368)
|
| 733 |
+
701 train 7.508757 (lr=8.7281e-05) (hash(x)=12759751)
|
| 734 |
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702 train 7.569080 (lr=8.6898e-05) (hash(x)=13535835)
|
| 735 |
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703 train 7.496762 (lr=8.6515e-05) (hash(x)=10914085)
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| 736 |
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704 train 7.499471 (lr=8.6133e-05) (hash(x)=10617131)
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| 737 |
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705 train 7.839389 (lr=8.5751e-05) (hash(x)=12776027)
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| 738 |
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706 train 7.572231 (lr=8.5370e-05) (hash(x)=11255028)
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| 739 |
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707 train 7.390608 (lr=8.4990e-05) (hash(x)=12357751)
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| 740 |
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708 train 7.507988 (lr=8.4610e-05) (hash(x)=12772363)
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| 741 |
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709 train 7.404257 (lr=8.4230e-05) (hash(x)=11040798)
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| 742 |
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710 train 7.775645 (lr=8.3851e-05) (hash(x)=13528424)
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| 743 |
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711 train 7.807820 (lr=8.3472e-05) (hash(x)=14570713)
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712 train 7.792303 (lr=8.3094e-05) (hash(x)=13617082)
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| 745 |
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713 train 7.631615 (lr=8.2716e-05) (hash(x)=11492564)
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| 746 |
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714 train 7.482950 (lr=8.2339e-05) (hash(x)=13806329)
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| 747 |
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715 train 7.569128 (lr=8.1963e-05) (hash(x)=12212797)
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716 train 7.668755 (lr=8.1587e-05) (hash(x)=12715617)
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717 train 7.488924 (lr=8.1211e-05) (hash(x)=13496879)
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718 train 7.715611 (lr=8.0836e-05) (hash(x)=12774919)
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719 train 7.460248 (lr=8.0462e-05) (hash(x)=11680329)
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720 train 7.567637 (lr=8.0088e-05) (hash(x)=12001582)
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721 train 7.328339 (lr=7.9715e-05) (hash(x)=11948575)
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| 754 |
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722 train 7.516519 (lr=7.9342e-05) (hash(x)=11246553)
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723 train 7.449579 (lr=7.8970e-05) (hash(x)=13116772)
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724 train 7.617133 (lr=7.8599e-05) (hash(x)=13475222)
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| 757 |
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725 train 8.067623 (lr=7.8228e-05) (hash(x)=15527273)
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726 train 7.168973 (lr=7.7858e-05) (hash(x)=10143298)
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| 759 |
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727 train 7.292366 (lr=7.7488e-05) (hash(x)=12437096)
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| 760 |
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728 train 7.715438 (lr=7.7119e-05) (hash(x)=13259177)
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| 761 |
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729 train 7.555347 (lr=7.6751e-05) (hash(x)=12518287)
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730 train 7.753469 (lr=7.6383e-05) (hash(x)=12379439)
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| 763 |
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731 train 7.225689 (lr=7.6016e-05) (hash(x)=11220338)
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| 764 |
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732 train 7.348877 (lr=7.5650e-05) (hash(x)=12710818)
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733 train 7.313824 (lr=7.5284e-05) (hash(x)=12034192)
|
| 766 |
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734 train 7.899250 (lr=7.4919e-05) (hash(x)=17970060)
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| 767 |
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735 train 7.802718 (lr=7.4555e-05) (hash(x)=12654843)
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| 768 |
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736 train 7.477330 (lr=7.4191e-05) (hash(x)=13094012)
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737 train 7.782743 (lr=7.3828e-05) (hash(x)=16116174)
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738 train 7.619280 (lr=7.3466e-05) (hash(x)=14740205)
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739 train 7.581219 (lr=7.3105e-05) (hash(x)=13505076)
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740 train 7.416448 (lr=7.2744e-05) (hash(x)=13104341)
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741 train 7.650752 (lr=7.2384e-05) (hash(x)=11820607)
|
| 774 |
+
742 train 8.034712 (lr=7.2024e-05) (hash(x)=16336439)
|
| 775 |
+
743 train 7.274889 (lr=7.1666e-05) (hash(x)=10606850)
|
| 776 |
+
744 train 7.405272 (lr=7.1308e-05) (hash(x)=12134587)
|
| 777 |
+
745 train 7.589751 (lr=7.0950e-05) (hash(x)=13759635)
|
| 778 |
+
746 train 7.501089 (lr=7.0594e-05) (hash(x)=12898464)
|
| 779 |
+
747 train 7.551058 (lr=7.0238e-05) (hash(x)=15357227)
|
| 780 |
+
748 train 7.586432 (lr=6.9884e-05) (hash(x)=13808568)
|
| 781 |
+
749 train 7.439357 (lr=6.9529e-05) (hash(x)=11597062)
|
| 782 |
+
750 val loss 7.4628
|
| 783 |
+
750 val perplexity 1742.0032
|
| 784 |
+
750 train 7.591985 (lr=6.9176e-05) (hash(x)=11255261)
|
| 785 |
+
751 train 7.397420 (lr=6.8824e-05) (hash(x)=11281537)
|
| 786 |
+
752 train 7.083098 (lr=6.8472e-05) (hash(x)=9979447)
|
| 787 |
+
753 train 7.234200 (lr=6.8121e-05) (hash(x)=13294828)
|
| 788 |
+
754 train 8.015644 (lr=6.7771e-05) (hash(x)=15954206)
|
| 789 |
+
755 train 8.042194 (lr=6.7422e-05) (hash(x)=13253249)
|
| 790 |
+
756 train 7.422839 (lr=6.7073e-05) (hash(x)=10309283)
|
| 791 |
+
757 train 7.862302 (lr=6.6725e-05) (hash(x)=16101250)
|
| 792 |
+
758 train 7.793038 (lr=6.6379e-05) (hash(x)=13933994)
|
| 793 |
+
759 train 7.859650 (lr=6.6033e-05) (hash(x)=12363856)
|
| 794 |
+
760 train 7.504375 (lr=6.5688e-05) (hash(x)=11923641)
|
| 795 |
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761 train 7.589263 (lr=6.5343e-05) (hash(x)=12206540)
|
| 796 |
+
762 train 7.782245 (lr=6.5000e-05) (hash(x)=14025490)
|
| 797 |
+
763 train 7.651450 (lr=6.4657e-05) (hash(x)=13580623)
|
| 798 |
+
764 train 7.662845 (lr=6.4316e-05) (hash(x)=13885651)
|
| 799 |
+
765 train 7.724654 (lr=6.3975e-05) (hash(x)=12509602)
|
| 800 |
+
766 train 7.485699 (lr=6.3635e-05) (hash(x)=12966645)
|
| 801 |
+
767 train 8.091629 (lr=6.3296e-05) (hash(x)=14001265)
|
| 802 |
+
768 train 7.627005 (lr=6.2958e-05) (hash(x)=13743669)
|
| 803 |
+
769 train 7.357603 (lr=6.2621e-05) (hash(x)=14290431)
|
| 804 |
+
770 train 7.468858 (lr=6.2285e-05) (hash(x)=11211355)
|
| 805 |
+
771 train 7.488520 (lr=6.1950e-05) (hash(x)=13045278)
|
| 806 |
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772 train 7.558237 (lr=6.1615e-05) (hash(x)=15088674)
|
| 807 |
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773 train 7.575174 (lr=6.1282e-05) (hash(x)=13371383)
|
| 808 |
+
774 train 7.701767 (lr=6.0949e-05) (hash(x)=12504111)
|
| 809 |
+
775 train 7.399252 (lr=6.0618e-05) (hash(x)=10444420)
|
| 810 |
+
776 train 7.169929 (lr=6.0287e-05) (hash(x)=10607988)
|
| 811 |
+
777 train 7.522538 (lr=5.9958e-05) (hash(x)=12732892)
|
| 812 |
+
778 train 7.576379 (lr=5.9629e-05) (hash(x)=12650059)
|
| 813 |
+
779 train 7.709904 (lr=5.9301e-05) (hash(x)=11832964)
|
| 814 |
+
780 train 7.632542 (lr=5.8974e-05) (hash(x)=14574038)
|
| 815 |
+
781 train 7.629853 (lr=5.8649e-05) (hash(x)=11477958)
|
| 816 |
+
782 train 7.415951 (lr=5.8324e-05) (hash(x)=12979425)
|
| 817 |
+
783 train 7.498928 (lr=5.8000e-05) (hash(x)=12249732)
|
| 818 |
+
784 train 7.636428 (lr=5.7678e-05) (hash(x)=14867563)
|
| 819 |
+
785 train 7.540870 (lr=5.7356e-05) (hash(x)=12132933)
|
| 820 |
+
786 train 7.445901 (lr=5.7035e-05) (hash(x)=13535569)
|
| 821 |
+
787 train 7.547365 (lr=5.6716e-05) (hash(x)=12307821)
|
| 822 |
+
788 train 7.086687 (lr=5.6397e-05) (hash(x)=11278357)
|
| 823 |
+
789 train 7.066176 (lr=5.6079e-05) (hash(x)=11266264)
|
| 824 |
+
790 train 7.300313 (lr=5.5763e-05) (hash(x)=12955233)
|
| 825 |
+
791 train 7.589671 (lr=5.5447e-05) (hash(x)=13803785)
|
| 826 |
+
792 train 7.459930 (lr=5.5133e-05) (hash(x)=14264824)
|
| 827 |
+
793 train 7.613677 (lr=5.4820e-05) (hash(x)=13256773)
|
| 828 |
+
794 train 7.413723 (lr=5.4507e-05) (hash(x)=12650537)
|
| 829 |
+
795 train 7.382134 (lr=5.4196e-05) (hash(x)=12493316)
|
| 830 |
+
796 train 7.484559 (lr=5.3886e-05) (hash(x)=11836158)
|
| 831 |
+
797 train 7.360142 (lr=5.3577e-05) (hash(x)=12991346)
|
| 832 |
+
798 train 7.928028 (lr=5.3269e-05) (hash(x)=13756621)
|
| 833 |
+
799 train 7.133775 (lr=5.2962e-05) (hash(x)=11689978)
|
| 834 |
+
800 val loss 7.4363
|
| 835 |
+
800 val perplexity 1696.4954
|
| 836 |
+
800 train 7.469406 (lr=5.2656e-05) (hash(x)=10365069)
|
| 837 |
+
801 train 7.405856 (lr=5.2352e-05) (hash(x)=12056273)
|
| 838 |
+
802 train 7.568849 (lr=5.2048e-05) (hash(x)=14348732)
|
| 839 |
+
803 train 7.568042 (lr=5.1746e-05) (hash(x)=11906763)
|
| 840 |
+
804 train 7.577954 (lr=5.1444e-05) (hash(x)=12437638)
|
| 841 |
+
805 train 7.527610 (lr=5.1144e-05) (hash(x)=12621559)
|
| 842 |
+
806 train 7.309839 (lr=5.0845e-05) (hash(x)=11302699)
|
| 843 |
+
807 train 7.695019 (lr=5.0547e-05) (hash(x)=13865869)
|
| 844 |
+
808 train 7.495895 (lr=5.0251e-05) (hash(x)=12380967)
|
| 845 |
+
809 train 7.628712 (lr=4.9955e-05) (hash(x)=11425874)
|
| 846 |
+
810 train 7.455778 (lr=4.9661e-05) (hash(x)=12723475)
|
| 847 |
+
811 train 8.334493 (lr=4.9367e-05) (hash(x)=16513375)
|
| 848 |
+
812 train 7.646509 (lr=4.9075e-05) (hash(x)=13869844)
|
| 849 |
+
813 train 7.829279 (lr=4.8784e-05) (hash(x)=14492920)
|
| 850 |
+
814 train 7.660693 (lr=4.8495e-05) (hash(x)=13793114)
|
| 851 |
+
815 train 7.476605 (lr=4.8206e-05) (hash(x)=13030618)
|
| 852 |
+
816 train 7.605338 (lr=4.7919e-05) (hash(x)=14792501)
|
| 853 |
+
817 train 7.410016 (lr=4.7633e-05) (hash(x)=12816692)
|
| 854 |
+
818 train 7.592035 (lr=4.7348e-05) (hash(x)=12569165)
|
| 855 |
+
819 train 7.740117 (lr=4.7064e-05) (hash(x)=13701949)
|
| 856 |
+
820 train 7.475492 (lr=4.6782e-05) (hash(x)=12255108)
|
| 857 |
+
821 train 7.452014 (lr=4.6501e-05) (hash(x)=12904618)
|
| 858 |
+
822 train 7.476277 (lr=4.6221e-05) (hash(x)=12258538)
|
| 859 |
+
823 train 7.730518 (lr=4.5942e-05) (hash(x)=14299833)
|
| 860 |
+
824 train 7.352813 (lr=4.5664e-05) (hash(x)=10822163)
|
| 861 |
+
825 train 7.499843 (lr=4.5388e-05) (hash(x)=12586511)
|
| 862 |
+
826 train 7.438979 (lr=4.5113e-05) (hash(x)=13939370)
|
| 863 |
+
827 train 7.476046 (lr=4.4839e-05) (hash(x)=11818854)
|
| 864 |
+
828 train 7.520422 (lr=4.4567e-05) (hash(x)=13752960)
|
| 865 |
+
829 train 7.513935 (lr=4.4295e-05) (hash(x)=13063115)
|
| 866 |
+
830 train 7.449214 (lr=4.4025e-05) (hash(x)=12817199)
|
| 867 |
+
831 train 7.360292 (lr=4.3757e-05) (hash(x)=12908875)
|
| 868 |
+
832 train 7.687476 (lr=4.3489e-05) (hash(x)=13871627)
|
| 869 |
+
833 train 7.562818 (lr=4.3223e-05) (hash(x)=12627550)
|
| 870 |
+
834 train 7.390893 (lr=4.2958e-05) (hash(x)=11338055)
|
| 871 |
+
835 train 7.410386 (lr=4.2695e-05) (hash(x)=12634656)
|
| 872 |
+
836 train 7.422427 (lr=4.2432e-05) (hash(x)=12416256)
|
| 873 |
+
837 train 7.476379 (lr=4.2171e-05) (hash(x)=13466941)
|
| 874 |
+
838 train 7.624943 (lr=4.1912e-05) (hash(x)=14648030)
|
| 875 |
+
839 train 7.849475 (lr=4.1654e-05) (hash(x)=13859304)
|
| 876 |
+
840 train 7.730541 (lr=4.1397e-05) (hash(x)=13483846)
|
| 877 |
+
841 train 7.651511 (lr=4.1141e-05) (hash(x)=9637450)
|
| 878 |
+
842 train 7.394114 (lr=4.0887e-05) (hash(x)=11672159)
|
| 879 |
+
843 train 7.636987 (lr=4.0634e-05) (hash(x)=14940204)
|
| 880 |
+
844 train 7.459264 (lr=4.0382e-05) (hash(x)=14028640)
|
| 881 |
+
845 train 7.526485 (lr=4.0132e-05) (hash(x)=13686717)
|
| 882 |
+
846 train 7.478282 (lr=3.9883e-05) (hash(x)=11037190)
|
| 883 |
+
847 train 7.676574 (lr=3.9635e-05) (hash(x)=14396964)
|
| 884 |
+
848 train 7.104583 (lr=3.9389e-05) (hash(x)=10766097)
|
| 885 |
+
849 train 7.315720 (lr=3.9144e-05) (hash(x)=12949082)
|
| 886 |
+
850 val loss 7.4190
|
| 887 |
+
850 val perplexity 1667.3314
|
| 888 |
+
850 train 7.304620 (lr=3.8901e-05) (hash(x)=13743434)
|
| 889 |
+
851 train 7.510214 (lr=3.8659e-05) (hash(x)=13577749)
|
| 890 |
+
852 train 7.531872 (lr=3.8418e-05) (hash(x)=12752830)
|
| 891 |
+
853 train 7.682255 (lr=3.8178e-05) (hash(x)=13031728)
|
| 892 |
+
854 train 7.756947 (lr=3.7941e-05) (hash(x)=13630938)
|
| 893 |
+
855 train 7.512046 (lr=3.7704e-05) (hash(x)=11269801)
|
| 894 |
+
856 train 7.399909 (lr=3.7469e-05) (hash(x)=12724302)
|
| 895 |
+
857 train 7.253384 (lr=3.7235e-05) (hash(x)=11106556)
|
| 896 |
+
858 train 7.186930 (lr=3.7003e-05) (hash(x)=12499441)
|
| 897 |
+
859 train 7.329587 (lr=3.6772e-05) (hash(x)=11222906)
|
| 898 |
+
860 train 7.453094 (lr=3.6542e-05) (hash(x)=10586708)
|
| 899 |
+
861 train 7.632004 (lr=3.6314e-05) (hash(x)=14052269)
|
| 900 |
+
862 train 7.465525 (lr=3.6088e-05) (hash(x)=13384690)
|
| 901 |
+
863 train 7.290132 (lr=3.5862e-05) (hash(x)=14486071)
|
| 902 |
+
864 train 7.486968 (lr=3.5639e-05) (hash(x)=11976037)
|
| 903 |
+
865 train 7.497848 (lr=3.5416e-05) (hash(x)=13026662)
|
| 904 |
+
866 train 7.500287 (lr=3.5195e-05) (hash(x)=13443462)
|
| 905 |
+
867 train 7.514188 (lr=3.4976e-05) (hash(x)=11065744)
|
| 906 |
+
868 train 7.536957 (lr=3.4758e-05) (hash(x)=12404324)
|
| 907 |
+
869 train 7.533463 (lr=3.4541e-05) (hash(x)=13318947)
|
| 908 |
+
870 train 7.739923 (lr=3.4326e-05) (hash(x)=14278749)
|
| 909 |
+
871 train 7.404979 (lr=3.4113e-05) (hash(x)=11997361)
|
| 910 |
+
872 train 7.784295 (lr=3.3900e-05) (hash(x)=16591908)
|
| 911 |
+
873 train 7.432770 (lr=3.3690e-05) (hash(x)=12437178)
|
| 912 |
+
874 train 7.613464 (lr=3.3480e-05) (hash(x)=11441868)
|
| 913 |
+
875 train 7.403180 (lr=3.3273e-05) (hash(x)=12705537)
|
| 914 |
+
876 train 7.524323 (lr=3.3066e-05) (hash(x)=14200097)
|
| 915 |
+
877 train 7.616915 (lr=3.2862e-05) (hash(x)=15790088)
|
| 916 |
+
878 train 7.402162 (lr=3.2658e-05) (hash(x)=11804370)
|
| 917 |
+
879 train 7.278285 (lr=3.2457e-05) (hash(x)=11010336)
|
| 918 |
+
880 train 7.692947 (lr=3.2256e-05) (hash(x)=10935364)
|
| 919 |
+
881 train 7.491070 (lr=3.2058e-05) (hash(x)=11401216)
|
| 920 |
+
882 train 7.541553 (lr=3.1860e-05) (hash(x)=12837899)
|
| 921 |
+
883 train 7.474320 (lr=3.1665e-05) (hash(x)=15106564)
|
| 922 |
+
884 train 7.514504 (lr=3.1471e-05) (hash(x)=12856376)
|
| 923 |
+
885 train 7.450235 (lr=3.1278e-05) (hash(x)=13019227)
|
| 924 |
+
886 train 7.593466 (lr=3.1087e-05) (hash(x)=13294195)
|
| 925 |
+
887 train 7.412531 (lr=3.0897e-05) (hash(x)=10864248)
|
| 926 |
+
888 train 7.234757 (lr=3.0709e-05) (hash(x)=10779619)
|
| 927 |
+
889 train 7.557247 (lr=3.0522e-05) (hash(x)=12107995)
|
| 928 |
+
890 train 7.223117 (lr=3.0337e-05) (hash(x)=11879879)
|
| 929 |
+
891 train 7.410762 (lr=3.0154e-05) (hash(x)=13284954)
|
| 930 |
+
892 train 7.691232 (lr=2.9972e-05) (hash(x)=12895131)
|
| 931 |
+
893 train 7.447979 (lr=2.9791e-05) (hash(x)=12430135)
|
| 932 |
+
894 train 7.538193 (lr=2.9613e-05) (hash(x)=12661748)
|
| 933 |
+
895 train 7.441061 (lr=2.9435e-05) (hash(x)=11906151)
|
| 934 |
+
896 train 7.440144 (lr=2.9260e-05) (hash(x)=11476689)
|
| 935 |
+
897 train 7.231361 (lr=2.9085e-05) (hash(x)=11697970)
|
| 936 |
+
898 train 7.335961 (lr=2.8913e-05) (hash(x)=10948364)
|
| 937 |
+
899 train 7.173584 (lr=2.8742e-05) (hash(x)=8629295)
|
| 938 |
+
900 val loss 7.4015
|
| 939 |
+
900 val perplexity 1638.3633
|
| 940 |
+
900 train 7.401530 (lr=2.8572e-05) (hash(x)=12316587)
|
| 941 |
+
901 train 7.530117 (lr=2.8404e-05) (hash(x)=13977261)
|
| 942 |
+
902 train 7.495749 (lr=2.8238e-05) (hash(x)=12479583)
|
| 943 |
+
903 train 7.521832 (lr=2.8073e-05) (hash(x)=15166897)
|
| 944 |
+
904 train 7.609874 (lr=2.7910e-05) (hash(x)=12472550)
|
| 945 |
+
905 train 7.659587 (lr=2.7749e-05) (hash(x)=13444474)
|
| 946 |
+
906 train 7.687065 (lr=2.7589e-05) (hash(x)=13849646)
|
| 947 |
+
907 train 7.654961 (lr=2.7430e-05) (hash(x)=13108020)
|
| 948 |
+
908 train 7.425397 (lr=2.7274e-05) (hash(x)=14061108)
|
| 949 |
+
909 train 7.518952 (lr=2.7119e-05) (hash(x)=12559086)
|
| 950 |
+
910 train 7.340898 (lr=2.6965e-05) (hash(x)=11562580)
|
| 951 |
+
911 train 7.489078 (lr=2.6813e-05) (hash(x)=12338963)
|
| 952 |
+
912 train 7.041017 (lr=2.6663e-05) (hash(x)=10604668)
|
| 953 |
+
913 train 7.441576 (lr=2.6514e-05) (hash(x)=10411127)
|
| 954 |
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914 train 7.468070 (lr=2.6367e-05) (hash(x)=12560107)
|
| 955 |
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915 train 7.753387 (lr=2.6221e-05) (hash(x)=17176736)
|
| 956 |
+
916 train 7.361160 (lr=2.6077e-05) (hash(x)=13034244)
|
| 957 |
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917 train 7.398532 (lr=2.5935e-05) (hash(x)=13586859)
|
| 958 |
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918 train 7.429888 (lr=2.5795e-05) (hash(x)=14825083)
|
| 959 |
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919 train 7.626723 (lr=2.5656e-05) (hash(x)=13235312)
|
| 960 |
+
920 train 7.405343 (lr=2.5518e-05) (hash(x)=12555636)
|
| 961 |
+
921 train 7.334251 (lr=2.5383e-05) (hash(x)=10862031)
|
| 962 |
+
922 train 7.437604 (lr=2.5249e-05) (hash(x)=12129400)
|
| 963 |
+
923 train 7.589257 (lr=2.5116e-05) (hash(x)=12498316)
|
| 964 |
+
924 train 7.547704 (lr=2.4985e-05) (hash(x)=13128811)
|
| 965 |
+
925 train 7.367939 (lr=2.4856e-05) (hash(x)=15109534)
|
| 966 |
+
926 train 7.190659 (lr=2.4729e-05) (hash(x)=10731002)
|
| 967 |
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927 train 7.333186 (lr=2.4603e-05) (hash(x)=11031343)
|
| 968 |
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928 train 7.293286 (lr=2.4479e-05) (hash(x)=11552376)
|
| 969 |
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929 train 7.447405 (lr=2.4356e-05) (hash(x)=13030101)
|
| 970 |
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930 train 7.206554 (lr=2.4235e-05) (hash(x)=13250524)
|
| 971 |
+
931 train 7.508364 (lr=2.4116e-05) (hash(x)=12787203)
|
| 972 |
+
932 train 7.371579 (lr=2.3998e-05) (hash(x)=12056192)
|
| 973 |
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933 train 7.471001 (lr=2.3883e-05) (hash(x)=13192715)
|
| 974 |
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934 train 7.354817 (lr=2.3768e-05) (hash(x)=13092101)
|
| 975 |
+
935 train 7.572218 (lr=2.3656e-05) (hash(x)=14597757)
|
| 976 |
+
936 train 7.614328 (lr=2.3545e-05) (hash(x)=13880794)
|
| 977 |
+
937 train 7.305606 (lr=2.3436e-05) (hash(x)=11548718)
|
| 978 |
+
938 train 7.541772 (lr=2.3328e-05) (hash(x)=11354422)
|
| 979 |
+
939 train 7.427123 (lr=2.3222e-05) (hash(x)=12017158)
|
| 980 |
+
940 train 7.605818 (lr=2.3118e-05) (hash(x)=15839756)
|
| 981 |
+
941 train 7.334120 (lr=2.3016e-05) (hash(x)=10164479)
|
| 982 |
+
942 train 7.330738 (lr=2.2915e-05) (hash(x)=13779450)
|
| 983 |
+
943 train 7.304831 (lr=2.2816e-05) (hash(x)=13571036)
|
| 984 |
+
944 train 7.278996 (lr=2.2718e-05) (hash(x)=12178618)
|
| 985 |
+
945 train 7.489436 (lr=2.2623e-05) (hash(x)=11609529)
|
| 986 |
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946 train 7.473196 (lr=2.2528e-05) (hash(x)=14297351)
|
| 987 |
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947 train 7.439594 (lr=2.2436e-05) (hash(x)=12289875)
|
| 988 |
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948 train 7.707874 (lr=2.2345e-05) (hash(x)=13540167)
|
| 989 |
+
949 train 7.358591 (lr=2.2256e-05) (hash(x)=13086437)
|
| 990 |
+
950 val loss 7.3895
|
| 991 |
+
950 val perplexity 1618.8821
|
| 992 |
+
950 train 7.653452 (lr=2.2169e-05) (hash(x)=15073523)
|
| 993 |
+
951 train 7.785023 (lr=2.2084e-05) (hash(x)=13225100)
|
| 994 |
+
952 train 7.300971 (lr=2.2000e-05) (hash(x)=11311171)
|
| 995 |
+
953 train 7.241302 (lr=2.1918e-05) (hash(x)=12863127)
|
| 996 |
+
954 train 7.666636 (lr=2.1837e-05) (hash(x)=15288759)
|
| 997 |
+
955 train 7.188340 (lr=2.1758e-05) (hash(x)=11162887)
|
| 998 |
+
956 train 7.547403 (lr=2.1681e-05) (hash(x)=9933157)
|
| 999 |
+
957 train 7.549244 (lr=2.1606e-05) (hash(x)=12364743)
|
| 1000 |
+
958 train 7.257112 (lr=2.1532e-05) (hash(x)=10723631)
|
| 1001 |
+
959 train 7.354317 (lr=2.1461e-05) (hash(x)=12281916)
|
| 1002 |
+
960 train 7.351807 (lr=2.1390e-05) (hash(x)=12131510)
|
| 1003 |
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961 train 7.413711 (lr=2.1322e-05) (hash(x)=12249214)
|
| 1004 |
+
962 train 7.532945 (lr=2.1255e-05) (hash(x)=12301339)
|
| 1005 |
+
963 train 7.372581 (lr=2.1190e-05) (hash(x)=12348477)
|
| 1006 |
+
964 train 7.432715 (lr=2.1127e-05) (hash(x)=13002952)
|
| 1007 |
+
965 train 7.555671 (lr=2.1065e-05) (hash(x)=12468719)
|
| 1008 |
+
966 train 7.507208 (lr=2.1005e-05) (hash(x)=11222266)
|
| 1009 |
+
967 train 7.459550 (lr=2.0947e-05) (hash(x)=13634084)
|
| 1010 |
+
968 train 7.473801 (lr=2.0891e-05) (hash(x)=14045062)
|
| 1011 |
+
969 train 7.393870 (lr=2.0836e-05) (hash(x)=11740722)
|
| 1012 |
+
970 train 7.726511 (lr=2.0783e-05) (hash(x)=14816355)
|
| 1013 |
+
971 train 7.393685 (lr=2.0732e-05) (hash(x)=11378506)
|
| 1014 |
+
972 train 7.169847 (lr=2.0682e-05) (hash(x)=10458922)
|
| 1015 |
+
973 train 7.448081 (lr=2.0634e-05) (hash(x)=13417634)
|
| 1016 |
+
974 train 7.498043 (lr=2.0588e-05) (hash(x)=13825872)
|
| 1017 |
+
975 train 7.469544 (lr=2.0544e-05) (hash(x)=11801649)
|
| 1018 |
+
976 train 7.673329 (lr=2.0501e-05) (hash(x)=11686944)
|
| 1019 |
+
977 train 7.367469 (lr=2.0460e-05) (hash(x)=10917325)
|
| 1020 |
+
978 train 7.251653 (lr=2.0421e-05) (hash(x)=11207331)
|
| 1021 |
+
979 train 7.276929 (lr=2.0384e-05) (hash(x)=10552788)
|
| 1022 |
+
980 train 7.071461 (lr=2.0348e-05) (hash(x)=8947573)
|
| 1023 |
+
981 train 6.964752 (lr=2.0314e-05) (hash(x)=9421716)
|
| 1024 |
+
982 train 7.294150 (lr=2.0282e-05) (hash(x)=13067279)
|
| 1025 |
+
983 train 7.547392 (lr=2.0252e-05) (hash(x)=11746289)
|
| 1026 |
+
984 train 7.571406 (lr=2.0223e-05) (hash(x)=12788451)
|
| 1027 |
+
985 train 7.415691 (lr=2.0196e-05) (hash(x)=9589864)
|
| 1028 |
+
986 train 7.361495 (lr=2.0171e-05) (hash(x)=12600294)
|
| 1029 |
+
987 train 7.396644 (lr=2.0147e-05) (hash(x)=13826293)
|
| 1030 |
+
988 train 7.514108 (lr=2.0125e-05) (hash(x)=14679370)
|
| 1031 |
+
989 train 7.643241 (lr=2.0105e-05) (hash(x)=12720603)
|
| 1032 |
+
990 train 7.417387 (lr=2.0087e-05) (hash(x)=12387624)
|
| 1033 |
+
991 train 7.376140 (lr=2.0071e-05) (hash(x)=10783313)
|
| 1034 |
+
992 train 7.477269 (lr=2.0056e-05) (hash(x)=11773378)
|
| 1035 |
+
993 train 7.478534 (lr=2.0043e-05) (hash(x)=13077539)
|
| 1036 |
+
994 train 7.454071 (lr=2.0031e-05) (hash(x)=12541500)
|
| 1037 |
+
995 train 7.569772 (lr=2.0022e-05) (hash(x)=12913270)
|
| 1038 |
+
996 train 7.586823 (lr=2.0014e-05) (hash(x)=11426867)
|
| 1039 |
+
997 train 7.327667 (lr=2.0008e-05) (hash(x)=11228160)
|
| 1040 |
+
998 train 7.154844 (lr=2.0003e-05) (hash(x)=11408061)
|
| 1041 |
+
999 val loss 7.3832
|
| 1042 |
+
999 val perplexity 1608.6898
|
| 1043 |
+
999 train 7.523584 (lr=2.0001e-05) (hash(x)=14212467)
|
lr2e-4_total_batch_size5120_seq_len256/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7d0b9e63b1377e4e7451fadd8fe33fccfacf628813107ecf5fcf8fe9ddd2f3c3
|
| 3 |
+
size 38587970
|
lr2e-4_total_batch_size5120_seq_len256/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:81f08ff4461e13303e1ebb0080fd8cd61e383f8be9b5355a48ed1d49f747a767
|
| 3 |
+
size 70895430
|