Upload folder using huggingface_hub
Browse files- lr2e-4_total_batch_size10240_seq_len512/args.json +1 -0
- lr2e-4_total_batch_size10240_seq_len512/dataloader_00999.pt +3 -0
- lr2e-4_total_batch_size10240_seq_len512/log2.txt +1043 -0
- lr2e-4_total_batch_size10240_seq_len512/model_00999.pt +3 -0
- lr2e-4_total_batch_size10240_seq_len512/optimizer_00999.pt +3 -0
lr2e-4_total_batch_size10240_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr2e-4_total_batch_size10240_seq_len512", "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": 512, "batch_size": null, "total_batch_size": 10240, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr2e-4_total_batch_size10240_seq_len512/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3b9fd0bfa27ab267155e5ae2bb7e7ccf3640df9cfec6890472ce93f6d886a52e
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size 964
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lr2e-4_total_batch_size10240_seq_len512/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7800
|
| 3 |
+
0 val perplexity 130608.6406
|
| 4 |
+
0 train 11.778345 (lr=6.9930e-07) (hash(x)=26375038)
|
| 5 |
+
1 train 11.759315 (lr=1.3986e-06) (hash(x)=27234506)
|
| 6 |
+
2 train 11.729763 (lr=2.0979e-06) (hash(x)=23702020)
|
| 7 |
+
3 train 11.769226 (lr=2.7972e-06) (hash(x)=20782690)
|
| 8 |
+
4 train 11.783836 (lr=3.4965e-06) (hash(x)=23094976)
|
| 9 |
+
5 train 11.779711 (lr=4.1958e-06) (hash(x)=26532095)
|
| 10 |
+
6 train 11.747478 (lr=4.8951e-06) (hash(x)=27151649)
|
| 11 |
+
7 train 11.733135 (lr=5.5944e-06) (hash(x)=23890908)
|
| 12 |
+
8 train 11.740841 (lr=6.2937e-06) (hash(x)=25588236)
|
| 13 |
+
9 train 11.727456 (lr=6.9930e-06) (hash(x)=24011372)
|
| 14 |
+
10 train 11.708902 (lr=7.6923e-06) (hash(x)=28375581)
|
| 15 |
+
11 train 11.717477 (lr=8.3916e-06) (hash(x)=24611628)
|
| 16 |
+
12 train 11.692226 (lr=9.0909e-06) (hash(x)=30298407)
|
| 17 |
+
13 train 11.674370 (lr=9.7902e-06) (hash(x)=19245352)
|
| 18 |
+
14 train 11.652133 (lr=1.0490e-05) (hash(x)=28936608)
|
| 19 |
+
15 train 11.625401 (lr=1.1189e-05) (hash(x)=25767553)
|
| 20 |
+
16 train 11.622272 (lr=1.1888e-05) (hash(x)=31093473)
|
| 21 |
+
17 train 11.618754 (lr=1.2587e-05) (hash(x)=24809873)
|
| 22 |
+
18 train 11.606547 (lr=1.3287e-05) (hash(x)=27852919)
|
| 23 |
+
19 train 11.579774 (lr=1.3986e-05) (hash(x)=22512166)
|
| 24 |
+
20 train 11.566683 (lr=1.4685e-05) (hash(x)=27620338)
|
| 25 |
+
21 train 11.535441 (lr=1.5385e-05) (hash(x)=28092148)
|
| 26 |
+
22 train 11.529295 (lr=1.6084e-05) (hash(x)=27938767)
|
| 27 |
+
23 train 11.510841 (lr=1.6783e-05) (hash(x)=24732833)
|
| 28 |
+
24 train 11.469143 (lr=1.7483e-05) (hash(x)=23200230)
|
| 29 |
+
25 train 11.453707 (lr=1.8182e-05) (hash(x)=22694718)
|
| 30 |
+
26 train 11.435548 (lr=1.8881e-05) (hash(x)=23125151)
|
| 31 |
+
27 train 11.416300 (lr=1.9580e-05) (hash(x)=25129410)
|
| 32 |
+
28 train 11.369334 (lr=2.0280e-05) (hash(x)=23059154)
|
| 33 |
+
29 train 11.368062 (lr=2.0979e-05) (hash(x)=27858570)
|
| 34 |
+
30 train 11.304667 (lr=2.1678e-05) (hash(x)=22402617)
|
| 35 |
+
31 train 11.236545 (lr=2.2378e-05) (hash(x)=26582391)
|
| 36 |
+
32 train 11.199144 (lr=2.3077e-05) (hash(x)=26075451)
|
| 37 |
+
33 train 11.190761 (lr=2.3776e-05) (hash(x)=27279806)
|
| 38 |
+
34 train 11.127916 (lr=2.4476e-05) (hash(x)=26188136)
|
| 39 |
+
35 train 11.106805 (lr=2.5175e-05) (hash(x)=26472336)
|
| 40 |
+
36 train 11.060472 (lr=2.5874e-05) (hash(x)=26376212)
|
| 41 |
+
37 train 11.039268 (lr=2.6573e-05) (hash(x)=28301589)
|
| 42 |
+
38 train 10.961640 (lr=2.7273e-05) (hash(x)=28035221)
|
| 43 |
+
39 train 10.933867 (lr=2.7972e-05) (hash(x)=27654289)
|
| 44 |
+
40 train 10.937832 (lr=2.8671e-05) (hash(x)=21560904)
|
| 45 |
+
41 train 10.797760 (lr=2.9371e-05) (hash(x)=24995715)
|
| 46 |
+
42 train 10.793970 (lr=3.0070e-05) (hash(x)=23792508)
|
| 47 |
+
43 train 10.764965 (lr=3.0769e-05) (hash(x)=26559876)
|
| 48 |
+
44 train 10.741049 (lr=3.1469e-05) (hash(x)=25758852)
|
| 49 |
+
45 train 10.604124 (lr=3.2168e-05) (hash(x)=28364895)
|
| 50 |
+
46 train 10.622024 (lr=3.2867e-05) (hash(x)=25269299)
|
| 51 |
+
47 train 10.677426 (lr=3.3566e-05) (hash(x)=21770329)
|
| 52 |
+
48 train 10.758147 (lr=3.4266e-05) (hash(x)=24785397)
|
| 53 |
+
49 train 10.574460 (lr=3.4965e-05) (hash(x)=24628606)
|
| 54 |
+
50 val loss 10.5606
|
| 55 |
+
50 val perplexity 38586.1211
|
| 56 |
+
50 train 10.588209 (lr=3.5664e-05) (hash(x)=23181910)
|
| 57 |
+
51 train 10.510170 (lr=3.6364e-05) (hash(x)=22723459)
|
| 58 |
+
52 train 10.479529 (lr=3.7063e-05) (hash(x)=25506632)
|
| 59 |
+
53 train 10.367662 (lr=3.7762e-05) (hash(x)=22897919)
|
| 60 |
+
54 train 10.452068 (lr=3.8462e-05) (hash(x)=26546719)
|
| 61 |
+
55 train 10.672297 (lr=3.9161e-05) (hash(x)=30338342)
|
| 62 |
+
56 train 10.427877 (lr=3.9860e-05) (hash(x)=29175888)
|
| 63 |
+
57 train 10.482994 (lr=4.0559e-05) (hash(x)=27063280)
|
| 64 |
+
58 train 10.425466 (lr=4.1259e-05) (hash(x)=32915097)
|
| 65 |
+
59 train 10.383970 (lr=4.1958e-05) (hash(x)=25678059)
|
| 66 |
+
60 train 10.319860 (lr=4.2657e-05) (hash(x)=20083773)
|
| 67 |
+
61 train 10.309414 (lr=4.3357e-05) (hash(x)=21853028)
|
| 68 |
+
62 train 10.301855 (lr=4.4056e-05) (hash(x)=21808483)
|
| 69 |
+
63 train 10.366588 (lr=4.4755e-05) (hash(x)=26109335)
|
| 70 |
+
64 train 10.330067 (lr=4.5455e-05) (hash(x)=24916754)
|
| 71 |
+
65 train 10.409205 (lr=4.6154e-05) (hash(x)=25334848)
|
| 72 |
+
66 train 10.393257 (lr=4.6853e-05) (hash(x)=24917705)
|
| 73 |
+
67 train 10.196725 (lr=4.7552e-05) (hash(x)=25044885)
|
| 74 |
+
68 train 10.391193 (lr=4.8252e-05) (hash(x)=28747022)
|
| 75 |
+
69 train 10.257429 (lr=4.8951e-05) (hash(x)=23678349)
|
| 76 |
+
70 train 10.384089 (lr=4.9650e-05) (hash(x)=28529813)
|
| 77 |
+
71 train 10.334441 (lr=5.0350e-05) (hash(x)=28870690)
|
| 78 |
+
72 train 10.290247 (lr=5.1049e-05) (hash(x)=25044834)
|
| 79 |
+
73 train 10.391140 (lr=5.1748e-05) (hash(x)=32982615)
|
| 80 |
+
74 train 10.272231 (lr=5.2448e-05) (hash(x)=20970960)
|
| 81 |
+
75 train 10.419471 (lr=5.3147e-05) (hash(x)=35279941)
|
| 82 |
+
76 train 10.300147 (lr=5.3846e-05) (hash(x)=25529472)
|
| 83 |
+
77 train 10.264900 (lr=5.4545e-05) (hash(x)=26400041)
|
| 84 |
+
78 train 10.167356 (lr=5.5245e-05) (hash(x)=24656138)
|
| 85 |
+
79 train 10.164246 (lr=5.5944e-05) (hash(x)=25015923)
|
| 86 |
+
80 train 10.101791 (lr=5.6643e-05) (hash(x)=22924885)
|
| 87 |
+
81 train 10.167073 (lr=5.7343e-05) (hash(x)=24853586)
|
| 88 |
+
82 train 10.201824 (lr=5.8042e-05) (hash(x)=27004780)
|
| 89 |
+
83 train 10.103807 (lr=5.8741e-05) (hash(x)=26740855)
|
| 90 |
+
84 train 9.977927 (lr=5.9441e-05) (hash(x)=23950114)
|
| 91 |
+
85 train 10.067707 (lr=6.0140e-05) (hash(x)=24584116)
|
| 92 |
+
86 train 10.111980 (lr=6.0839e-05) (hash(x)=25718516)
|
| 93 |
+
87 train 10.062920 (lr=6.1538e-05) (hash(x)=22262151)
|
| 94 |
+
88 train 10.114091 (lr=6.2238e-05) (hash(x)=23025303)
|
| 95 |
+
89 train 9.967682 (lr=6.2937e-05) (hash(x)=26627860)
|
| 96 |
+
90 train 9.957551 (lr=6.3636e-05) (hash(x)=23700532)
|
| 97 |
+
91 train 9.935550 (lr=6.4336e-05) (hash(x)=26621834)
|
| 98 |
+
92 train 9.969267 (lr=6.5035e-05) (hash(x)=21821465)
|
| 99 |
+
93 train 10.038383 (lr=6.5734e-05) (hash(x)=26930630)
|
| 100 |
+
94 train 9.966433 (lr=6.6434e-05) (hash(x)=19557946)
|
| 101 |
+
95 train 9.981304 (lr=6.7133e-05) (hash(x)=23234741)
|
| 102 |
+
96 train 10.005640 (lr=6.7832e-05) (hash(x)=26713563)
|
| 103 |
+
97 train 9.981532 (lr=6.8531e-05) (hash(x)=28102443)
|
| 104 |
+
98 train 10.091217 (lr=6.9231e-05) (hash(x)=31689122)
|
| 105 |
+
99 train 10.067239 (lr=6.9930e-05) (hash(x)=25470563)
|
| 106 |
+
100 val loss 9.9518
|
| 107 |
+
100 val perplexity 20990.0586
|
| 108 |
+
100 train 10.031240 (lr=7.0629e-05) (hash(x)=23757479)
|
| 109 |
+
101 train 9.884790 (lr=7.1329e-05) (hash(x)=28282861)
|
| 110 |
+
102 train 9.948372 (lr=7.2028e-05) (hash(x)=26731964)
|
| 111 |
+
103 train 9.988102 (lr=7.2727e-05) (hash(x)=21799102)
|
| 112 |
+
104 train 9.878646 (lr=7.3427e-05) (hash(x)=24672077)
|
| 113 |
+
105 train 9.863609 (lr=7.4126e-05) (hash(x)=23471769)
|
| 114 |
+
106 train 9.871107 (lr=7.4825e-05) (hash(x)=24058931)
|
| 115 |
+
107 train 9.844282 (lr=7.5524e-05) (hash(x)=23275479)
|
| 116 |
+
108 train 9.926214 (lr=7.6224e-05) (hash(x)=24364396)
|
| 117 |
+
109 train 9.890710 (lr=7.6923e-05) (hash(x)=24473581)
|
| 118 |
+
110 train 9.880389 (lr=7.7622e-05) (hash(x)=23774644)
|
| 119 |
+
111 train 9.887297 (lr=7.8322e-05) (hash(x)=22091862)
|
| 120 |
+
112 train 9.676316 (lr=7.9021e-05) (hash(x)=25482303)
|
| 121 |
+
113 train 9.838821 (lr=7.9720e-05) (hash(x)=26018202)
|
| 122 |
+
114 train 9.755852 (lr=8.0420e-05) (hash(x)=24560096)
|
| 123 |
+
115 train 9.754541 (lr=8.1119e-05) (hash(x)=17430373)
|
| 124 |
+
116 train 9.584257 (lr=8.1818e-05) (hash(x)=20098681)
|
| 125 |
+
117 train 9.644231 (lr=8.2517e-05) (hash(x)=24078083)
|
| 126 |
+
118 train 9.732801 (lr=8.3217e-05) (hash(x)=26595592)
|
| 127 |
+
119 train 9.667046 (lr=8.3916e-05) (hash(x)=22954861)
|
| 128 |
+
120 train 9.746193 (lr=8.4615e-05) (hash(x)=29294271)
|
| 129 |
+
121 train 9.742992 (lr=8.5315e-05) (hash(x)=28695016)
|
| 130 |
+
122 train 9.685379 (lr=8.6014e-05) (hash(x)=27100115)
|
| 131 |
+
123 train 9.728571 (lr=8.6713e-05) (hash(x)=26671799)
|
| 132 |
+
124 train 9.741045 (lr=8.7413e-05) (hash(x)=28137394)
|
| 133 |
+
125 train 9.703804 (lr=8.8112e-05) (hash(x)=23166092)
|
| 134 |
+
126 train 9.544738 (lr=8.8811e-05) (hash(x)=25885986)
|
| 135 |
+
127 train 9.575171 (lr=8.9510e-05) (hash(x)=26924723)
|
| 136 |
+
128 train 9.642015 (lr=9.0210e-05) (hash(x)=26140590)
|
| 137 |
+
129 train 9.641081 (lr=9.0909e-05) (hash(x)=25138659)
|
| 138 |
+
130 train 9.660898 (lr=9.1608e-05) (hash(x)=27224685)
|
| 139 |
+
131 train 9.610392 (lr=9.2308e-05) (hash(x)=23557495)
|
| 140 |
+
132 train 9.536975 (lr=9.3007e-05) (hash(x)=23928957)
|
| 141 |
+
133 train 9.509787 (lr=9.3706e-05) (hash(x)=25288123)
|
| 142 |
+
134 train 9.451111 (lr=9.4406e-05) (hash(x)=23246294)
|
| 143 |
+
135 train 9.260262 (lr=9.5105e-05) (hash(x)=27804380)
|
| 144 |
+
136 train 9.492875 (lr=9.5804e-05) (hash(x)=23089140)
|
| 145 |
+
137 train 9.637875 (lr=9.6503e-05) (hash(x)=26993263)
|
| 146 |
+
138 train 9.617380 (lr=9.7203e-05) (hash(x)=27397203)
|
| 147 |
+
139 train 9.539831 (lr=9.7902e-05) (hash(x)=26654908)
|
| 148 |
+
140 train 9.439618 (lr=9.8601e-05) (hash(x)=21965022)
|
| 149 |
+
141 train 9.428035 (lr=9.9301e-05) (hash(x)=27347722)
|
| 150 |
+
142 train 9.505228 (lr=1.0000e-04) (hash(x)=28314127)
|
| 151 |
+
143 train 9.464972 (lr=1.0070e-04) (hash(x)=23627518)
|
| 152 |
+
144 train 9.391310 (lr=1.0140e-04) (hash(x)=25024764)
|
| 153 |
+
145 train 9.354172 (lr=1.0210e-04) (hash(x)=21768671)
|
| 154 |
+
146 train 9.415707 (lr=1.0280e-04) (hash(x)=25076667)
|
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+
147 train 9.331602 (lr=1.0350e-04) (hash(x)=21889990)
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148 train 9.271196 (lr=1.0420e-04) (hash(x)=20932794)
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149 train 9.304211 (lr=1.0490e-04) (hash(x)=23665838)
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150 val loss 9.3274
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| 159 |
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150 val perplexity 11242.0811
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150 train 9.724253 (lr=1.0559e-04) (hash(x)=30223582)
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151 train 9.270841 (lr=1.0629e-04) (hash(x)=22528001)
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152 train 9.355865 (lr=1.0699e-04) (hash(x)=25181641)
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153 train 9.279172 (lr=1.0769e-04) (hash(x)=22487328)
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154 train 9.372306 (lr=1.0839e-04) (hash(x)=26544630)
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155 train 9.403337 (lr=1.0909e-04) (hash(x)=29248942)
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156 train 9.292528 (lr=1.0979e-04) (hash(x)=25052066)
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157 train 9.180784 (lr=1.1049e-04) (hash(x)=23543273)
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158 train 9.253603 (lr=1.1119e-04) (hash(x)=27451288)
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159 train 9.142655 (lr=1.1189e-04) (hash(x)=25533417)
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160 train 9.195129 (lr=1.1259e-04) (hash(x)=24432899)
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161 train 9.133533 (lr=1.1329e-04) (hash(x)=25552036)
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162 train 9.127208 (lr=1.1399e-04) (hash(x)=28149782)
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163 train 9.066425 (lr=1.1469e-04) (hash(x)=20612533)
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164 train 9.015961 (lr=1.1538e-04) (hash(x)=19774173)
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165 train 9.014953 (lr=1.1608e-04) (hash(x)=20216795)
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166 train 9.217413 (lr=1.1678e-04) (hash(x)=25896435)
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167 train 9.121740 (lr=1.1748e-04) (hash(x)=24677740)
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168 train 9.098120 (lr=1.1818e-04) (hash(x)=21835643)
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169 train 9.002363 (lr=1.1888e-04) (hash(x)=16722715)
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170 train 9.111904 (lr=1.1958e-04) (hash(x)=26303975)
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171 train 9.021294 (lr=1.2028e-04) (hash(x)=25347203)
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172 train 9.016046 (lr=1.2098e-04) (hash(x)=25973417)
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173 train 8.986620 (lr=1.2168e-04) (hash(x)=24272489)
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174 train 8.912743 (lr=1.2238e-04) (hash(x)=29260846)
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175 train 9.017519 (lr=1.2308e-04) (hash(x)=28922363)
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176 train 8.937632 (lr=1.2378e-04) (hash(x)=26322572)
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177 train 8.904175 (lr=1.2448e-04) (hash(x)=25510798)
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178 train 8.990856 (lr=1.2517e-04) (hash(x)=24138948)
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179 train 8.908133 (lr=1.2587e-04) (hash(x)=25631397)
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180 train 8.818033 (lr=1.2657e-04) (hash(x)=24001903)
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181 train 8.769192 (lr=1.2727e-04) (hash(x)=21333676)
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182 train 8.972531 (lr=1.2797e-04) (hash(x)=30770484)
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183 train 8.887758 (lr=1.2867e-04) (hash(x)=26237983)
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184 train 8.788082 (lr=1.2937e-04) (hash(x)=26205744)
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185 train 8.852192 (lr=1.3007e-04) (hash(x)=25976502)
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186 train 8.708207 (lr=1.3077e-04) (hash(x)=24080636)
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187 train 8.893688 (lr=1.3147e-04) (hash(x)=24742645)
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188 train 8.865075 (lr=1.3217e-04) (hash(x)=28677257)
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189 train 8.745569 (lr=1.3287e-04) (hash(x)=27086333)
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190 train 8.747423 (lr=1.3357e-04) (hash(x)=27855233)
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191 train 8.731753 (lr=1.3427e-04) (hash(x)=26157660)
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192 train 8.731244 (lr=1.3497e-04) (hash(x)=25046062)
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193 train 8.739289 (lr=1.3566e-04) (hash(x)=23616370)
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194 train 8.510015 (lr=1.3636e-04) (hash(x)=24302232)
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195 train 8.551735 (lr=1.3706e-04) (hash(x)=22582169)
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196 train 8.601795 (lr=1.3776e-04) (hash(x)=22773833)
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197 train 8.521738 (lr=1.3846e-04) (hash(x)=26233189)
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198 train 8.566988 (lr=1.3916e-04) (hash(x)=26431507)
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199 train 8.716501 (lr=1.3986e-04) (hash(x)=26431960)
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200 val loss 8.6367
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| 211 |
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200 val perplexity 5634.7241
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| 212 |
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200 train 8.620134 (lr=1.4056e-04) (hash(x)=25112360)
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201 train 8.779966 (lr=1.4126e-04) (hash(x)=30707498)
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202 train 8.522272 (lr=1.4196e-04) (hash(x)=22586447)
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203 train 8.623441 (lr=1.4266e-04) (hash(x)=25716176)
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204 train 8.698410 (lr=1.4336e-04) (hash(x)=25118971)
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205 train 8.425785 (lr=1.4406e-04) (hash(x)=26256420)
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206 train 8.530362 (lr=1.4476e-04) (hash(x)=22633318)
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207 train 8.583665 (lr=1.4545e-04) (hash(x)=28019788)
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208 train 8.515127 (lr=1.4615e-04) (hash(x)=27396089)
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209 train 8.502008 (lr=1.4685e-04) (hash(x)=23510110)
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210 train 8.579361 (lr=1.4755e-04) (hash(x)=23646926)
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211 train 8.414207 (lr=1.4825e-04) (hash(x)=20382963)
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212 train 8.390449 (lr=1.4895e-04) (hash(x)=24304768)
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213 train 8.329317 (lr=1.4965e-04) (hash(x)=25339466)
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214 train 8.374365 (lr=1.5035e-04) (hash(x)=22088696)
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215 train 8.416453 (lr=1.5105e-04) (hash(x)=24489647)
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216 train 8.313549 (lr=1.5175e-04) (hash(x)=22940357)
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217 train 8.352634 (lr=1.5245e-04) (hash(x)=22927699)
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218 train 8.381731 (lr=1.5315e-04) (hash(x)=27631132)
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219 train 8.372436 (lr=1.5385e-04) (hash(x)=25128502)
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220 train 8.395638 (lr=1.5455e-04) (hash(x)=23576982)
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221 train 8.400121 (lr=1.5524e-04) (hash(x)=25808969)
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222 train 8.325457 (lr=1.5594e-04) (hash(x)=23429962)
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223 train 8.289244 (lr=1.5664e-04) (hash(x)=25231390)
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224 train 8.187084 (lr=1.5734e-04) (hash(x)=25395441)
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225 train 8.195137 (lr=1.5804e-04) (hash(x)=21154388)
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226 train 8.096304 (lr=1.5874e-04) (hash(x)=24278611)
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227 train 8.175392 (lr=1.5944e-04) (hash(x)=22708977)
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228 train 8.553381 (lr=1.6014e-04) (hash(x)=28228490)
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229 train 8.362590 (lr=1.6084e-04) (hash(x)=27258353)
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230 train 8.223016 (lr=1.6154e-04) (hash(x)=23252199)
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231 train 8.154102 (lr=1.6224e-04) (hash(x)=24364920)
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232 train 8.181886 (lr=1.6294e-04) (hash(x)=23283905)
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233 train 8.283387 (lr=1.6364e-04) (hash(x)=27243972)
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234 train 8.396345 (lr=1.6434e-04) (hash(x)=28113043)
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235 train 8.117346 (lr=1.6503e-04) (hash(x)=24932925)
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236 train 8.002536 (lr=1.6573e-04) (hash(x)=19001259)
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237 train 8.263828 (lr=1.6643e-04) (hash(x)=26371091)
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238 train 8.012959 (lr=1.6713e-04) (hash(x)=24258817)
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239 train 8.122945 (lr=1.6783e-04) (hash(x)=26913684)
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240 train 8.216684 (lr=1.6853e-04) (hash(x)=27753043)
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241 train 8.106688 (lr=1.6923e-04) (hash(x)=29239611)
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242 train 8.081544 (lr=1.6993e-04) (hash(x)=22984557)
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243 train 7.647861 (lr=1.7063e-04) (hash(x)=18017792)
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244 train 7.991449 (lr=1.7133e-04) (hash(x)=23374526)
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245 train 8.033855 (lr=1.7203e-04) (hash(x)=27574089)
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246 train 8.094481 (lr=1.7273e-04) (hash(x)=26154906)
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247 train 8.060309 (lr=1.7343e-04) (hash(x)=28613882)
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248 train 8.001915 (lr=1.7413e-04) (hash(x)=25272182)
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| 261 |
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249 train 7.997422 (lr=1.7483e-04) (hash(x)=26981914)
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| 262 |
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250 val loss 7.9935
|
| 263 |
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250 val perplexity 2961.6565
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| 264 |
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250 train 8.003801 (lr=1.7552e-04) (hash(x)=24232348)
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251 train 8.017166 (lr=1.7622e-04) (hash(x)=22652243)
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252 train 8.078834 (lr=1.7692e-04) (hash(x)=25411991)
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253 train 7.450638 (lr=1.7762e-04) (hash(x)=15446025)
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254 train 7.831789 (lr=1.7832e-04) (hash(x)=27846176)
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255 train 7.901950 (lr=1.7902e-04) (hash(x)=27194521)
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| 270 |
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256 train 8.023551 (lr=1.7972e-04) (hash(x)=29430001)
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257 train 7.663667 (lr=1.8042e-04) (hash(x)=25264518)
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258 train 7.971980 (lr=1.8112e-04) (hash(x)=25568956)
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259 train 8.036889 (lr=1.8182e-04) (hash(x)=24936836)
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260 train 8.012579 (lr=1.8252e-04) (hash(x)=27452099)
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261 train 8.018111 (lr=1.8322e-04) (hash(x)=28197282)
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262 train 7.905655 (lr=1.8392e-04) (hash(x)=22931889)
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263 train 7.951476 (lr=1.8462e-04) (hash(x)=24765578)
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264 train 7.884571 (lr=1.8531e-04) (hash(x)=25078649)
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265 train 7.997386 (lr=1.8601e-04) (hash(x)=27448185)
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266 train 8.005283 (lr=1.8671e-04) (hash(x)=24804856)
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267 train 7.941479 (lr=1.8741e-04) (hash(x)=23107416)
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268 train 7.771015 (lr=1.8811e-04) (hash(x)=24960796)
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269 train 7.960511 (lr=1.8881e-04) (hash(x)=26755138)
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270 train 7.845014 (lr=1.8951e-04) (hash(x)=24542526)
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271 train 7.836392 (lr=1.9021e-04) (hash(x)=29314255)
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272 train 7.890931 (lr=1.9091e-04) (hash(x)=27347755)
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273 train 7.805033 (lr=1.9161e-04) (hash(x)=22112669)
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274 train 7.758472 (lr=1.9231e-04) (hash(x)=25161929)
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275 train 7.828492 (lr=1.9301e-04) (hash(x)=24013079)
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276 train 7.811082 (lr=1.9371e-04) (hash(x)=26768629)
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277 train 7.746100 (lr=1.9441e-04) (hash(x)=22537194)
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278 train 7.867784 (lr=1.9510e-04) (hash(x)=24974360)
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279 train 7.946060 (lr=1.9580e-04) (hash(x)=25322001)
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280 train 7.754342 (lr=1.9650e-04) (hash(x)=20562247)
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281 train 8.045461 (lr=1.9720e-04) (hash(x)=27028126)
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282 train 7.908051 (lr=1.9790e-04) (hash(x)=25666355)
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283 train 7.913308 (lr=1.9860e-04) (hash(x)=26690440)
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284 train 7.823193 (lr=1.9930e-04) (hash(x)=27348418)
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285 train 7.921791 (lr=2.0000e-04) (hash(x)=26967331)
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286 train 7.743981 (lr=2.0000e-04) (hash(x)=24765121)
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287 train 7.701179 (lr=2.0000e-04) (hash(x)=22598512)
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288 train 7.724514 (lr=2.0000e-04) (hash(x)=23725598)
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289 train 7.922475 (lr=1.9999e-04) (hash(x)=24697985)
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290 train 7.827572 (lr=1.9999e-04) (hash(x)=25201962)
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291 train 7.436179 (lr=1.9998e-04) (hash(x)=18473911)
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292 train 7.736965 (lr=1.9997e-04) (hash(x)=25982840)
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293 train 7.702813 (lr=1.9996e-04) (hash(x)=23172124)
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294 train 8.220150 (lr=1.9994e-04) (hash(x)=34646114)
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295 train 8.239010 (lr=1.9993e-04) (hash(x)=22322442)
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296 train 7.900182 (lr=1.9991e-04) (hash(x)=26211794)
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297 train 8.199044 (lr=1.9989e-04) (hash(x)=29659121)
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298 train 7.924465 (lr=1.9987e-04) (hash(x)=23538306)
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| 313 |
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299 train 7.847977 (lr=1.9985e-04) (hash(x)=26324153)
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| 314 |
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300 val loss 7.7870
|
| 315 |
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300 val perplexity 2409.0305
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| 316 |
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300 train 7.792036 (lr=1.9983e-04) (hash(x)=24910403)
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301 train 7.865362 (lr=1.9980e-04) (hash(x)=26939970)
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302 train 7.930648 (lr=1.9978e-04) (hash(x)=27515446)
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303 train 7.823668 (lr=1.9975e-04) (hash(x)=23446058)
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304 train 7.916668 (lr=1.9972e-04) (hash(x)=25308253)
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305 train 7.910151 (lr=1.9969e-04) (hash(x)=29981801)
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306 train 8.006103 (lr=1.9965e-04) (hash(x)=23470413)
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307 train 7.908872 (lr=1.9962e-04) (hash(x)=24843741)
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308 train 7.871950 (lr=1.9958e-04) (hash(x)=27176996)
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309 train 7.734477 (lr=1.9954e-04) (hash(x)=22855363)
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310 train 7.628004 (lr=1.9950e-04) (hash(x)=22960957)
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311 train 7.794220 (lr=1.9946e-04) (hash(x)=23197102)
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312 train 7.991750 (lr=1.9941e-04) (hash(x)=26132276)
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313 train 7.717097 (lr=1.9937e-04) (hash(x)=25704919)
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314 train 7.940597 (lr=1.9932e-04) (hash(x)=22280814)
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315 train 8.409871 (lr=1.9927e-04) (hash(x)=23054940)
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316 train 8.361383 (lr=1.9922e-04) (hash(x)=24712416)
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317 train 7.965640 (lr=1.9916e-04) (hash(x)=24909904)
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318 train 7.902899 (lr=1.9911e-04) (hash(x)=24321591)
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319 train 7.763721 (lr=1.9905e-04) (hash(x)=27140757)
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320 train 7.630103 (lr=1.9899e-04) (hash(x)=26563770)
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321 train 7.795620 (lr=1.9893e-04) (hash(x)=25993110)
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322 train 7.809607 (lr=1.9887e-04) (hash(x)=28520222)
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323 train 7.632773 (lr=1.9881e-04) (hash(x)=25149419)
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324 train 7.909283 (lr=1.9874e-04) (hash(x)=26112813)
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325 train 7.821724 (lr=1.9868e-04) (hash(x)=27623643)
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326 train 7.840419 (lr=1.9861e-04) (hash(x)=29199854)
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327 train 7.796492 (lr=1.9854e-04) (hash(x)=24727764)
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328 train 7.401352 (lr=1.9847e-04) (hash(x)=22667179)
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329 train 7.403568 (lr=1.9839e-04) (hash(x)=23155773)
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330 train 7.546809 (lr=1.9832e-04) (hash(x)=23453788)
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331 train 7.680786 (lr=1.9824e-04) (hash(x)=21935931)
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332 train 7.576919 (lr=1.9816e-04) (hash(x)=24481079)
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333 train 7.446402 (lr=1.9808e-04) (hash(x)=20054917)
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334 train 7.699393 (lr=1.9800e-04) (hash(x)=25907741)
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335 train 7.853298 (lr=1.9792e-04) (hash(x)=27606073)
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336 train 7.883813 (lr=1.9783e-04) (hash(x)=25202001)
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337 train 7.844582 (lr=1.9774e-04) (hash(x)=26534487)
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338 train 7.753564 (lr=1.9765e-04) (hash(x)=24095850)
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339 train 7.655380 (lr=1.9756e-04) (hash(x)=22450341)
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340 train 7.980665 (lr=1.9747e-04) (hash(x)=27993763)
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341 train 7.758741 (lr=1.9738e-04) (hash(x)=25013073)
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342 train 7.916817 (lr=1.9728e-04) (hash(x)=30934371)
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343 train 8.134861 (lr=1.9718e-04) (hash(x)=25945859)
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344 train 7.680793 (lr=1.9709e-04) (hash(x)=25218689)
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345 train 7.783450 (lr=1.9698e-04) (hash(x)=24418091)
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| 362 |
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346 train 7.662191 (lr=1.9688e-04) (hash(x)=24615466)
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| 363 |
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347 train 7.746573 (lr=1.9678e-04) (hash(x)=21613707)
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| 364 |
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348 train 7.755913 (lr=1.9667e-04) (hash(x)=24348175)
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| 365 |
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349 train 7.847481 (lr=1.9656e-04) (hash(x)=26386157)
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| 366 |
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350 val loss 7.7424
|
| 367 |
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350 val perplexity 2303.9036
|
| 368 |
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350 train 7.737929 (lr=1.9646e-04) (hash(x)=25771047)
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| 369 |
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351 train 7.740759 (lr=1.9634e-04) (hash(x)=24396519)
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| 370 |
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352 train 7.863147 (lr=1.9623e-04) (hash(x)=25142399)
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353 train 7.675673 (lr=1.9612e-04) (hash(x)=23265507)
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| 372 |
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354 train 7.660965 (lr=1.9600e-04) (hash(x)=22514858)
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| 373 |
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355 train 7.968797 (lr=1.9588e-04) (hash(x)=29138828)
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| 374 |
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356 train 7.883157 (lr=1.9576e-04) (hash(x)=20531210)
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| 375 |
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357 train 7.724294 (lr=1.9564e-04) (hash(x)=24265353)
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358 train 7.787123 (lr=1.9552e-04) (hash(x)=24999726)
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| 377 |
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359 train 7.806787 (lr=1.9540e-04) (hash(x)=24685515)
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360 train 7.688496 (lr=1.9527e-04) (hash(x)=25071701)
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361 train 7.728350 (lr=1.9514e-04) (hash(x)=24876269)
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| 380 |
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362 train 8.001037 (lr=1.9501e-04) (hash(x)=31733180)
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| 381 |
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363 train 7.546807 (lr=1.9488e-04) (hash(x)=22825749)
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| 382 |
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364 train 7.836477 (lr=1.9475e-04) (hash(x)=26393943)
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| 383 |
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365 train 7.728835 (lr=1.9462e-04) (hash(x)=21239652)
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| 384 |
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366 train 7.573585 (lr=1.9448e-04) (hash(x)=24943881)
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367 train 8.008204 (lr=1.9434e-04) (hash(x)=28767869)
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| 386 |
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368 train 7.863286 (lr=1.9421e-04) (hash(x)=29341482)
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| 387 |
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369 train 7.804516 (lr=1.9406e-04) (hash(x)=25614301)
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| 388 |
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370 train 7.766779 (lr=1.9392e-04) (hash(x)=26030058)
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| 389 |
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371 train 7.857593 (lr=1.9378e-04) (hash(x)=21159060)
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| 390 |
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372 train 7.709328 (lr=1.9363e-04) (hash(x)=24629937)
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373 train 7.735011 (lr=1.9349e-04) (hash(x)=26751788)
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374 train 7.738707 (lr=1.9334e-04) (hash(x)=26012353)
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375 train 7.705181 (lr=1.9319e-04) (hash(x)=25045397)
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376 train 7.389698 (lr=1.9304e-04) (hash(x)=23751143)
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377 train 8.216215 (lr=1.9288e-04) (hash(x)=29989709)
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378 train 7.847696 (lr=1.9273e-04) (hash(x)=31017246)
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379 train 7.996924 (lr=1.9257e-04) (hash(x)=25560928)
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| 398 |
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380 train 7.775724 (lr=1.9241e-04) (hash(x)=27352253)
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381 train 7.942854 (lr=1.9225e-04) (hash(x)=26062687)
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382 train 7.916823 (lr=1.9209e-04) (hash(x)=27614522)
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383 train 7.963489 (lr=1.9193e-04) (hash(x)=28959222)
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384 train 7.720595 (lr=1.9176e-04) (hash(x)=25122598)
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385 train 7.704392 (lr=1.9160e-04) (hash(x)=25434884)
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386 train 7.821337 (lr=1.9143e-04) (hash(x)=27824438)
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387 train 7.758404 (lr=1.9126e-04) (hash(x)=21248405)
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| 406 |
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388 train 7.610556 (lr=1.9109e-04) (hash(x)=26482588)
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| 407 |
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389 train 7.843441 (lr=1.9091e-04) (hash(x)=25044192)
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| 408 |
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390 train 7.841958 (lr=1.9074e-04) (hash(x)=28645524)
|
| 409 |
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391 train 7.700953 (lr=1.9056e-04) (hash(x)=25830182)
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| 410 |
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392 train 7.777417 (lr=1.9039e-04) (hash(x)=25585137)
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| 411 |
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393 train 7.741518 (lr=1.9021e-04) (hash(x)=26621419)
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| 412 |
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394 train 7.357493 (lr=1.9003e-04) (hash(x)=22165286)
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| 413 |
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395 train 7.669366 (lr=1.8985e-04) (hash(x)=25173113)
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| 414 |
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396 train 7.740449 (lr=1.8966e-04) (hash(x)=27267091)
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| 415 |
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397 train 7.620950 (lr=1.8948e-04) (hash(x)=24400133)
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| 416 |
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398 train 7.622626 (lr=1.8929e-04) (hash(x)=23103223)
|
| 417 |
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399 train 7.758910 (lr=1.8910e-04) (hash(x)=23486277)
|
| 418 |
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400 val loss 7.6930
|
| 419 |
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400 val perplexity 2192.9568
|
| 420 |
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400 train 7.631185 (lr=1.8891e-04) (hash(x)=23421286)
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| 421 |
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401 train 7.759375 (lr=1.8872e-04) (hash(x)=25978130)
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| 422 |
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402 train 7.762667 (lr=1.8853e-04) (hash(x)=25769432)
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| 423 |
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403 train 7.752173 (lr=1.8834e-04) (hash(x)=28916006)
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| 424 |
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404 train 7.782666 (lr=1.8814e-04) (hash(x)=24226056)
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| 425 |
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405 train 8.045784 (lr=1.8794e-04) (hash(x)=33195100)
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| 426 |
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406 train 7.943968 (lr=1.8774e-04) (hash(x)=27730410)
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| 427 |
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407 train 7.838285 (lr=1.8754e-04) (hash(x)=25556929)
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| 428 |
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408 train 7.708522 (lr=1.8734e-04) (hash(x)=25991247)
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| 429 |
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409 train 7.911963 (lr=1.8714e-04) (hash(x)=29536986)
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| 430 |
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410 train 7.707332 (lr=1.8693e-04) (hash(x)=26125216)
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| 431 |
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411 train 7.819774 (lr=1.8673e-04) (hash(x)=29648798)
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| 432 |
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412 train 7.652878 (lr=1.8652e-04) (hash(x)=23195388)
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| 433 |
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413 train 7.711874 (lr=1.8631e-04) (hash(x)=23124767)
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| 434 |
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414 train 7.767929 (lr=1.8610e-04) (hash(x)=25713275)
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| 435 |
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415 train 7.648935 (lr=1.8589e-04) (hash(x)=24976217)
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| 436 |
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416 train 7.844446 (lr=1.8567e-04) (hash(x)=27500801)
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| 437 |
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417 train 7.631258 (lr=1.8546e-04) (hash(x)=23632825)
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| 438 |
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418 train 7.719457 (lr=1.8524e-04) (hash(x)=24456276)
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| 439 |
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419 train 7.949103 (lr=1.8502e-04) (hash(x)=31019606)
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| 440 |
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420 train 7.898537 (lr=1.8480e-04) (hash(x)=25027904)
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421 train 7.769646 (lr=1.8458e-04) (hash(x)=28236580)
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| 442 |
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422 train 7.700110 (lr=1.8436e-04) (hash(x)=25386473)
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423 train 7.807137 (lr=1.8414e-04) (hash(x)=28269421)
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| 444 |
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424 train 7.464246 (lr=1.8391e-04) (hash(x)=24308447)
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| 445 |
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425 train 7.647800 (lr=1.8369e-04) (hash(x)=25563279)
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| 446 |
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426 train 7.816898 (lr=1.8346e-04) (hash(x)=26152637)
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| 447 |
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427 train 7.834219 (lr=1.8323e-04) (hash(x)=24865358)
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| 448 |
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428 train 7.586648 (lr=1.8300e-04) (hash(x)=22230964)
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| 449 |
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429 train 7.506748 (lr=1.8276e-04) (hash(x)=22155546)
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430 train 7.779869 (lr=1.8253e-04) (hash(x)=29142319)
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| 451 |
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431 train 7.614188 (lr=1.8230e-04) (hash(x)=26984272)
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| 452 |
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432 train 7.716298 (lr=1.8206e-04) (hash(x)=27077032)
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| 453 |
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433 train 7.717042 (lr=1.8182e-04) (hash(x)=23193673)
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| 454 |
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434 train 7.784412 (lr=1.8158e-04) (hash(x)=27112558)
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| 455 |
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435 train 7.794037 (lr=1.8134e-04) (hash(x)=24544116)
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| 456 |
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436 train 7.829594 (lr=1.8110e-04) (hash(x)=25890184)
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| 457 |
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437 train 7.671092 (lr=1.8086e-04) (hash(x)=24547533)
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| 458 |
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438 train 7.831473 (lr=1.8061e-04) (hash(x)=27467688)
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| 459 |
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439 train 7.605223 (lr=1.8036e-04) (hash(x)=22059850)
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| 460 |
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440 train 7.818040 (lr=1.8012e-04) (hash(x)=23893130)
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| 461 |
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441 train 7.754534 (lr=1.7987e-04) (hash(x)=25994573)
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| 462 |
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442 train 7.738853 (lr=1.7962e-04) (hash(x)=26577783)
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| 463 |
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443 train 7.732792 (lr=1.7937e-04) (hash(x)=23926632)
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| 464 |
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444 train 7.633517 (lr=1.7911e-04) (hash(x)=23574207)
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| 465 |
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445 train 7.552030 (lr=1.7886e-04) (hash(x)=27111369)
|
| 466 |
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446 train 7.782650 (lr=1.7860e-04) (hash(x)=23979820)
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| 467 |
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447 train 7.722751 (lr=1.7835e-04) (hash(x)=27025333)
|
| 468 |
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448 train 7.568152 (lr=1.7809e-04) (hash(x)=22846386)
|
| 469 |
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449 train 7.494260 (lr=1.7783e-04) (hash(x)=16908068)
|
| 470 |
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450 val loss 7.6705
|
| 471 |
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450 val perplexity 2144.2561
|
| 472 |
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450 train 7.676370 (lr=1.7757e-04) (hash(x)=25664727)
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| 473 |
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451 train 7.737933 (lr=1.7731e-04) (hash(x)=29120407)
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| 474 |
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452 train 7.778521 (lr=1.7704e-04) (hash(x)=25564213)
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| 475 |
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453 train 7.856479 (lr=1.7678e-04) (hash(x)=27092710)
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| 476 |
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454 train 7.672310 (lr=1.7651e-04) (hash(x)=28533197)
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| 477 |
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455 train 7.617917 (lr=1.7624e-04) (hash(x)=23827393)
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| 478 |
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456 train 7.539447 (lr=1.7597e-04) (hash(x)=24154233)
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| 479 |
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457 train 7.854918 (lr=1.7570e-04) (hash(x)=32812727)
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| 480 |
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458 train 7.646098 (lr=1.7543e-04) (hash(x)=26305435)
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| 481 |
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459 train 7.775898 (lr=1.7516e-04) (hash(x)=27230027)
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| 482 |
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460 train 7.627555 (lr=1.7489e-04) (hash(x)=23532437)
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| 483 |
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461 train 7.730556 (lr=1.7461e-04) (hash(x)=25703381)
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| 484 |
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462 train 7.715212 (lr=1.7434e-04) (hash(x)=26961429)
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| 485 |
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463 train 7.524785 (lr=1.7406e-04) (hash(x)=24968260)
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| 486 |
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464 train 7.630342 (lr=1.7378e-04) (hash(x)=24854265)
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| 487 |
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465 train 7.583740 (lr=1.7350e-04) (hash(x)=25676468)
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| 488 |
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466 train 7.717508 (lr=1.7322e-04) (hash(x)=25503865)
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| 489 |
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467 train 7.706821 (lr=1.7294e-04) (hash(x)=27544803)
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| 490 |
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468 train 7.675137 (lr=1.7265e-04) (hash(x)=24658683)
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| 491 |
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469 train 7.685749 (lr=1.7237e-04) (hash(x)=24331407)
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| 492 |
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470 train 7.708381 (lr=1.7208e-04) (hash(x)=21892556)
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| 493 |
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471 train 7.591566 (lr=1.7179e-04) (hash(x)=26540663)
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| 494 |
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472 train 7.612132 (lr=1.7151e-04) (hash(x)=26819462)
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| 495 |
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473 train 7.717683 (lr=1.7122e-04) (hash(x)=25532657)
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474 train 7.795162 (lr=1.7092e-04) (hash(x)=26515570)
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| 497 |
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475 train 7.950225 (lr=1.7063e-04) (hash(x)=25856625)
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476 train 7.543755 (lr=1.7034e-04) (hash(x)=25260471)
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| 499 |
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477 train 7.676700 (lr=1.7004e-04) (hash(x)=23437426)
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478 train 7.768860 (lr=1.6975e-04) (hash(x)=25961833)
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| 501 |
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479 train 7.570470 (lr=1.6945e-04) (hash(x)=23164356)
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| 502 |
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480 train 7.631579 (lr=1.6915e-04) (hash(x)=25052665)
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| 503 |
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481 train 7.712637 (lr=1.6886e-04) (hash(x)=25957896)
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| 504 |
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482 train 7.741110 (lr=1.6856e-04) (hash(x)=24723263)
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| 505 |
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483 train 7.713758 (lr=1.6825e-04) (hash(x)=25646282)
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| 506 |
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484 train 7.704785 (lr=1.6795e-04) (hash(x)=25851993)
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| 507 |
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485 train 7.804077 (lr=1.6765e-04) (hash(x)=21513584)
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| 508 |
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486 train 7.525423 (lr=1.6734e-04) (hash(x)=26017176)
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| 509 |
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487 train 7.743313 (lr=1.6704e-04) (hash(x)=23843233)
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| 510 |
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488 train 7.725643 (lr=1.6673e-04) (hash(x)=21476847)
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| 511 |
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489 train 7.523561 (lr=1.6642e-04) (hash(x)=23226697)
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| 512 |
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490 train 7.328732 (lr=1.6611e-04) (hash(x)=19772969)
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| 513 |
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491 train 7.664299 (lr=1.6580e-04) (hash(x)=24506028)
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| 514 |
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492 train 7.649084 (lr=1.6549e-04) (hash(x)=21077417)
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| 515 |
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493 train 7.602457 (lr=1.6518e-04) (hash(x)=26024321)
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| 516 |
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494 train 7.806077 (lr=1.6487e-04) (hash(x)=27786174)
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| 517 |
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495 train 7.636961 (lr=1.6455e-04) (hash(x)=22781277)
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| 518 |
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496 train 7.692656 (lr=1.6424e-04) (hash(x)=24459895)
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| 519 |
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497 train 7.725582 (lr=1.6392e-04) (hash(x)=24451843)
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| 520 |
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498 train 7.695851 (lr=1.6360e-04) (hash(x)=21116390)
|
| 521 |
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499 train 7.634015 (lr=1.6328e-04) (hash(x)=24948650)
|
| 522 |
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500 val loss 7.6655
|
| 523 |
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500 val perplexity 2133.4058
|
| 524 |
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500 train 7.646587 (lr=1.6296e-04) (hash(x)=25617781)
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| 525 |
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501 train 7.554218 (lr=1.6264e-04) (hash(x)=25559534)
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| 526 |
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502 train 7.684109 (lr=1.6232e-04) (hash(x)=25546274)
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| 527 |
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503 train 7.702458 (lr=1.6200e-04) (hash(x)=26373991)
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| 528 |
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504 train 7.630882 (lr=1.6168e-04) (hash(x)=26410662)
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| 529 |
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505 train 7.893291 (lr=1.6135e-04) (hash(x)=27756673)
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506 train 7.770826 (lr=1.6103e-04) (hash(x)=23661686)
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| 531 |
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507 train 7.651261 (lr=1.6070e-04) (hash(x)=23402396)
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508 train 7.766200 (lr=1.6037e-04) (hash(x)=26547918)
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| 533 |
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509 train 7.734052 (lr=1.6004e-04) (hash(x)=28250354)
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510 train 7.734498 (lr=1.5971e-04) (hash(x)=25598861)
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511 train 7.558579 (lr=1.5938e-04) (hash(x)=21562133)
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| 536 |
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512 train 7.832348 (lr=1.5905e-04) (hash(x)=25312391)
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| 537 |
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513 train 7.833619 (lr=1.5872e-04) (hash(x)=27253861)
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514 train 7.677152 (lr=1.5838e-04) (hash(x)=26795921)
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515 train 7.721768 (lr=1.5805e-04) (hash(x)=25009210)
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516 train 7.619933 (lr=1.5772e-04) (hash(x)=26254538)
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517 train 7.547478 (lr=1.5738e-04) (hash(x)=23052577)
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518 train 7.867107 (lr=1.5704e-04) (hash(x)=23667224)
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519 train 7.660439 (lr=1.5670e-04) (hash(x)=27161811)
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520 train 7.661022 (lr=1.5636e-04) (hash(x)=26313522)
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521 train 7.698356 (lr=1.5602e-04) (hash(x)=27302459)
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522 train 7.841386 (lr=1.5568e-04) (hash(x)=26837963)
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523 train 7.715165 (lr=1.5534e-04) (hash(x)=29515100)
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524 train 7.677564 (lr=1.5500e-04) (hash(x)=26674478)
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525 train 7.616675 (lr=1.5466e-04) (hash(x)=25318001)
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526 train 7.747953 (lr=1.5431e-04) (hash(x)=25174043)
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527 train 7.594449 (lr=1.5397e-04) (hash(x)=25305929)
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528 train 7.762452 (lr=1.5362e-04) (hash(x)=26175477)
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529 train 7.554554 (lr=1.5327e-04) (hash(x)=24339043)
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530 train 7.834504 (lr=1.5293e-04) (hash(x)=25412772)
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531 train 7.628323 (lr=1.5258e-04) (hash(x)=26808543)
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532 train 7.482993 (lr=1.5223e-04) (hash(x)=24738650)
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533 train 7.504852 (lr=1.5188e-04) (hash(x)=25763991)
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534 train 7.809273 (lr=1.5153e-04) (hash(x)=28182190)
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535 train 7.618079 (lr=1.5118e-04) (hash(x)=25669509)
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536 train 7.757321 (lr=1.5082e-04) (hash(x)=25616522)
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537 train 7.735270 (lr=1.5047e-04) (hash(x)=27676869)
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538 train 7.667931 (lr=1.5012e-04) (hash(x)=26316170)
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539 train 7.697899 (lr=1.4976e-04) (hash(x)=28435805)
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540 train 7.645321 (lr=1.4941e-04) (hash(x)=26869022)
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541 train 7.539723 (lr=1.4905e-04) (hash(x)=23455211)
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542 train 7.717746 (lr=1.4869e-04) (hash(x)=29321187)
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543 train 7.811454 (lr=1.4833e-04) (hash(x)=26482758)
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544 train 7.558270 (lr=1.4798e-04) (hash(x)=26046639)
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545 train 7.671374 (lr=1.4762e-04) (hash(x)=27068280)
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| 570 |
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546 train 7.584450 (lr=1.4726e-04) (hash(x)=26782091)
|
| 571 |
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547 train 7.696431 (lr=1.4690e-04) (hash(x)=24929929)
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| 572 |
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548 train 7.629688 (lr=1.4653e-04) (hash(x)=25950541)
|
| 573 |
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549 train 7.552819 (lr=1.4617e-04) (hash(x)=25373676)
|
| 574 |
+
550 val loss 7.6131
|
| 575 |
+
550 val perplexity 2024.5040
|
| 576 |
+
550 train 7.581905 (lr=1.4581e-04) (hash(x)=27283187)
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| 577 |
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551 train 7.560523 (lr=1.4545e-04) (hash(x)=25043037)
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| 578 |
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552 train 7.660954 (lr=1.4508e-04) (hash(x)=27027534)
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| 579 |
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553 train 7.600185 (lr=1.4472e-04) (hash(x)=27906976)
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| 580 |
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554 train 7.640665 (lr=1.4435e-04) (hash(x)=23889709)
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| 581 |
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555 train 8.411392 (lr=1.4398e-04) (hash(x)=29151257)
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| 582 |
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556 train 7.762849 (lr=1.4362e-04) (hash(x)=21307974)
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| 583 |
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557 train 7.701726 (lr=1.4325e-04) (hash(x)=26405613)
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| 584 |
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558 train 7.496874 (lr=1.4288e-04) (hash(x)=24233887)
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| 585 |
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559 train 7.432425 (lr=1.4251e-04) (hash(x)=26400365)
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| 586 |
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560 train 7.683167 (lr=1.4214e-04) (hash(x)=22293114)
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| 587 |
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561 train 7.497227 (lr=1.4177e-04) (hash(x)=23971905)
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| 588 |
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562 train 7.466388 (lr=1.4140e-04) (hash(x)=20076502)
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| 589 |
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563 train 7.595924 (lr=1.4103e-04) (hash(x)=24098812)
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| 590 |
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564 train 7.661902 (lr=1.4066e-04) (hash(x)=27610410)
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| 591 |
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565 train 7.704368 (lr=1.4029e-04) (hash(x)=29402976)
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566 train 7.342626 (lr=1.3991e-04) (hash(x)=19032564)
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567 train 7.601684 (lr=1.3954e-04) (hash(x)=20967666)
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| 594 |
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568 train 7.469843 (lr=1.3916e-04) (hash(x)=22666342)
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569 train 7.661534 (lr=1.3879e-04) (hash(x)=24287610)
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570 train 7.856849 (lr=1.3841e-04) (hash(x)=28637634)
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571 train 8.029533 (lr=1.3804e-04) (hash(x)=28667963)
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| 598 |
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572 train 7.755369 (lr=1.3766e-04) (hash(x)=23621685)
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573 train 7.518147 (lr=1.3728e-04) (hash(x)=25974316)
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574 train 7.561283 (lr=1.3691e-04) (hash(x)=24487710)
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575 train 7.886398 (lr=1.3653e-04) (hash(x)=27083417)
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576 train 7.361611 (lr=1.3615e-04) (hash(x)=22850633)
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577 train 7.767897 (lr=1.3577e-04) (hash(x)=28605205)
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578 train 7.538476 (lr=1.3539e-04) (hash(x)=24786468)
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579 train 7.495500 (lr=1.3501e-04) (hash(x)=23649001)
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580 train 7.642161 (lr=1.3463e-04) (hash(x)=26473994)
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581 train 7.404466 (lr=1.3425e-04) (hash(x)=25921700)
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582 train 7.428670 (lr=1.3387e-04) (hash(x)=24117626)
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583 train 7.856445 (lr=1.3348e-04) (hash(x)=31338300)
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584 train 7.493081 (lr=1.3310e-04) (hash(x)=21337692)
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585 train 7.616754 (lr=1.3272e-04) (hash(x)=23862328)
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586 train 7.660124 (lr=1.3234e-04) (hash(x)=24380098)
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587 train 7.532677 (lr=1.3195e-04) (hash(x)=30603174)
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| 614 |
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588 train 7.859857 (lr=1.3157e-04) (hash(x)=30882548)
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| 615 |
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589 train 7.409451 (lr=1.3118e-04) (hash(x)=23603806)
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| 616 |
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590 train 7.610026 (lr=1.3080e-04) (hash(x)=24382442)
|
| 617 |
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591 train 7.501811 (lr=1.3041e-04) (hash(x)=24830965)
|
| 618 |
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592 train 7.615319 (lr=1.3003e-04) (hash(x)=25547480)
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| 619 |
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593 train 7.685455 (lr=1.2964e-04) (hash(x)=32488729)
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| 620 |
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594 train 7.951099 (lr=1.2925e-04) (hash(x)=31331643)
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| 621 |
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595 train 7.691801 (lr=1.2887e-04) (hash(x)=27269893)
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| 622 |
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596 train 7.533004 (lr=1.2848e-04) (hash(x)=23278725)
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| 623 |
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597 train 7.639126 (lr=1.2809e-04) (hash(x)=25215077)
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| 624 |
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598 train 7.567766 (lr=1.2770e-04) (hash(x)=22442404)
|
| 625 |
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599 train 7.496792 (lr=1.2732e-04) (hash(x)=24825041)
|
| 626 |
+
600 val loss 7.5729
|
| 627 |
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600 val perplexity 1944.8180
|
| 628 |
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600 train 7.672813 (lr=1.2693e-04) (hash(x)=25590276)
|
| 629 |
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601 train 7.566641 (lr=1.2654e-04) (hash(x)=25893804)
|
| 630 |
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602 train 7.456523 (lr=1.2615e-04) (hash(x)=22222468)
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| 631 |
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603 train 7.427452 (lr=1.2576e-04) (hash(x)=22724871)
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| 632 |
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604 train 7.476730 (lr=1.2537e-04) (hash(x)=25140744)
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| 633 |
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605 train 7.565583 (lr=1.2498e-04) (hash(x)=27317554)
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| 634 |
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606 train 7.546112 (lr=1.2459e-04) (hash(x)=26692343)
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| 635 |
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607 train 7.340284 (lr=1.2420e-04) (hash(x)=24683717)
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| 636 |
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608 train 7.482062 (lr=1.2381e-04) (hash(x)=26849303)
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| 637 |
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609 train 7.568760 (lr=1.2341e-04) (hash(x)=21584083)
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| 638 |
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610 train 7.677362 (lr=1.2302e-04) (hash(x)=26059939)
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| 639 |
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611 train 7.706423 (lr=1.2263e-04) (hash(x)=26190337)
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| 640 |
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612 train 7.650302 (lr=1.2224e-04) (hash(x)=23663918)
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| 641 |
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613 train 7.587960 (lr=1.2185e-04) (hash(x)=22249019)
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614 train 7.623057 (lr=1.2145e-04) (hash(x)=25779849)
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| 643 |
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615 train 7.579261 (lr=1.2106e-04) (hash(x)=23086289)
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| 644 |
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616 train 7.682725 (lr=1.2067e-04) (hash(x)=27523941)
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| 645 |
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617 train 7.848848 (lr=1.2027e-04) (hash(x)=28047044)
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| 646 |
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618 train 7.583896 (lr=1.1988e-04) (hash(x)=25125498)
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619 train 7.444304 (lr=1.1949e-04) (hash(x)=23593875)
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| 648 |
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620 train 7.512729 (lr=1.1909e-04) (hash(x)=25117733)
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| 649 |
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621 train 7.525025 (lr=1.1870e-04) (hash(x)=26059735)
|
| 650 |
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622 train 7.468286 (lr=1.1830e-04) (hash(x)=23028679)
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623 train 7.363839 (lr=1.1791e-04) (hash(x)=22414190)
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| 652 |
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624 train 7.515203 (lr=1.1752e-04) (hash(x)=22223137)
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625 train 7.738564 (lr=1.1712e-04) (hash(x)=24204591)
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626 train 7.390532 (lr=1.1673e-04) (hash(x)=22922475)
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627 train 7.530886 (lr=1.1633e-04) (hash(x)=26758114)
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628 train 7.458814 (lr=1.1594e-04) (hash(x)=25358064)
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| 657 |
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629 train 7.588549 (lr=1.1554e-04) (hash(x)=20084233)
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630 train 7.561078 (lr=1.1515e-04) (hash(x)=26395104)
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631 train 7.368420 (lr=1.1475e-04) (hash(x)=21563184)
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632 train 7.589888 (lr=1.1435e-04) (hash(x)=25207694)
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633 train 7.453976 (lr=1.1396e-04) (hash(x)=23861489)
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634 train 7.659530 (lr=1.1356e-04) (hash(x)=23471007)
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| 663 |
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635 train 7.401705 (lr=1.1317e-04) (hash(x)=19218470)
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636 train 7.531822 (lr=1.1277e-04) (hash(x)=22944035)
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637 train 7.588962 (lr=1.1238e-04) (hash(x)=28469562)
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638 train 7.793529 (lr=1.1198e-04) (hash(x)=26452814)
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| 667 |
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639 train 7.663237 (lr=1.1158e-04) (hash(x)=25588469)
|
| 668 |
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640 train 7.503589 (lr=1.1119e-04) (hash(x)=24788298)
|
| 669 |
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641 train 7.676475 (lr=1.1079e-04) (hash(x)=25236367)
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| 670 |
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642 train 7.426974 (lr=1.1040e-04) (hash(x)=23069067)
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| 671 |
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643 train 7.826178 (lr=1.1000e-04) (hash(x)=30433767)
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| 672 |
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644 train 8.037190 (lr=1.0960e-04) (hash(x)=29268881)
|
| 673 |
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645 train 7.660329 (lr=1.0921e-04) (hash(x)=26302626)
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| 674 |
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646 train 7.818522 (lr=1.0881e-04) (hash(x)=24749682)
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| 675 |
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647 train 7.356236 (lr=1.0842e-04) (hash(x)=17851621)
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| 676 |
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648 train 7.522370 (lr=1.0802e-04) (hash(x)=25620741)
|
| 677 |
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649 train 8.050497 (lr=1.0762e-04) (hash(x)=27028191)
|
| 678 |
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650 val loss 7.5577
|
| 679 |
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650 val perplexity 1915.3685
|
| 680 |
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650 train 7.700192 (lr=1.0723e-04) (hash(x)=27590299)
|
| 681 |
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651 train 7.763016 (lr=1.0683e-04) (hash(x)=25183690)
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| 682 |
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652 train 7.667663 (lr=1.0644e-04) (hash(x)=31114252)
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| 683 |
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653 train 7.787441 (lr=1.0604e-04) (hash(x)=26182243)
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| 684 |
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654 train 7.909230 (lr=1.0565e-04) (hash(x)=30419908)
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655 train 7.784121 (lr=1.0525e-04) (hash(x)=27040642)
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| 686 |
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656 train 7.578979 (lr=1.0485e-04) (hash(x)=26240761)
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| 687 |
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657 train 7.594895 (lr=1.0446e-04) (hash(x)=24489607)
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| 688 |
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658 train 7.719632 (lr=1.0406e-04) (hash(x)=25012872)
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| 689 |
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659 train 7.266679 (lr=1.0367e-04) (hash(x)=22183303)
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| 690 |
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660 train 7.587895 (lr=1.0327e-04) (hash(x)=27682633)
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| 691 |
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661 train 7.682282 (lr=1.0288e-04) (hash(x)=28844646)
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| 692 |
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662 train 8.284440 (lr=1.0248e-04) (hash(x)=31082070)
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| 693 |
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663 train 7.910801 (lr=1.0209e-04) (hash(x)=27537063)
|
| 694 |
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664 train 7.580163 (lr=1.0170e-04) (hash(x)=26125988)
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665 train 7.677661 (lr=1.0130e-04) (hash(x)=25446686)
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| 696 |
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666 train 7.719374 (lr=1.0091e-04) (hash(x)=19819857)
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| 697 |
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667 train 7.348328 (lr=1.0051e-04) (hash(x)=19492832)
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| 698 |
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668 train 7.527069 (lr=1.0012e-04) (hash(x)=23741214)
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| 699 |
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669 train 7.500827 (lr=9.9726e-05) (hash(x)=25484958)
|
| 700 |
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670 train 7.475147 (lr=9.9333e-05) (hash(x)=25525370)
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| 701 |
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671 train 7.640712 (lr=9.8940e-05) (hash(x)=25951629)
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672 train 7.919829 (lr=9.8547e-05) (hash(x)=28557663)
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673 train 7.322699 (lr=9.8154e-05) (hash(x)=23462798)
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674 train 7.326319 (lr=9.7762e-05) (hash(x)=27320280)
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675 train 7.653201 (lr=9.7370e-05) (hash(x)=22408682)
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676 train 7.401831 (lr=9.6978e-05) (hash(x)=22230799)
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677 train 7.825242 (lr=9.6586e-05) (hash(x)=31317970)
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678 train 7.380300 (lr=9.6195e-05) (hash(x)=24020983)
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| 709 |
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679 train 7.449243 (lr=9.5804e-05) (hash(x)=27633457)
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| 710 |
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680 train 7.351268 (lr=9.5413e-05) (hash(x)=23766987)
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| 711 |
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681 train 7.520663 (lr=9.5022e-05) (hash(x)=23729283)
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682 train 7.687955 (lr=9.4632e-05) (hash(x)=25975834)
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683 train 7.570558 (lr=9.4242e-05) (hash(x)=27635080)
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| 714 |
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684 train 7.528741 (lr=9.3852e-05) (hash(x)=27181156)
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| 715 |
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685 train 7.584823 (lr=9.3463e-05) (hash(x)=25918780)
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686 train 7.554749 (lr=9.3073e-05) (hash(x)=22370417)
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687 train 7.388176 (lr=9.2685e-05) (hash(x)=22287596)
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| 718 |
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688 train 7.405398 (lr=9.2296e-05) (hash(x)=21584419)
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| 719 |
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689 train 7.436688 (lr=9.1908e-05) (hash(x)=22694623)
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690 train 7.583045 (lr=9.1520e-05) (hash(x)=30820846)
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| 721 |
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691 train 8.120363 (lr=9.1133e-05) (hash(x)=35895440)
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| 722 |
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692 train 7.623921 (lr=9.0746e-05) (hash(x)=27058657)
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| 723 |
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693 train 7.505916 (lr=9.0359e-05) (hash(x)=24298886)
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| 724 |
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694 train 7.541343 (lr=8.9973e-05) (hash(x)=27303061)
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| 725 |
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695 train 7.580599 (lr=8.9587e-05) (hash(x)=25888847)
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| 726 |
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696 train 7.453152 (lr=8.9202e-05) (hash(x)=21267641)
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| 727 |
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697 train 7.851780 (lr=8.8817e-05) (hash(x)=30860646)
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| 728 |
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698 train 7.534546 (lr=8.8432e-05) (hash(x)=26881837)
|
| 729 |
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699 train 7.583902 (lr=8.8048e-05) (hash(x)=26518800)
|
| 730 |
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700 val loss 7.5055
|
| 731 |
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700 val perplexity 1817.9297
|
| 732 |
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700 train 7.569979 (lr=8.7664e-05) (hash(x)=25863277)
|
| 733 |
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701 train 7.374316 (lr=8.7281e-05) (hash(x)=25385523)
|
| 734 |
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702 train 7.434670 (lr=8.6898e-05) (hash(x)=23362519)
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| 735 |
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703 train 7.904713 (lr=8.6515e-05) (hash(x)=37519283)
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| 736 |
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704 train 7.932143 (lr=8.6133e-05) (hash(x)=23392584)
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| 737 |
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705 train 8.028492 (lr=8.5751e-05) (hash(x)=20564397)
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| 738 |
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706 train 7.641935 (lr=8.5370e-05) (hash(x)=27065499)
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| 739 |
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707 train 7.535081 (lr=8.4990e-05) (hash(x)=25141945)
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708 train 7.691893 (lr=8.4610e-05) (hash(x)=25466598)
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709 train 7.501493 (lr=8.4230e-05) (hash(x)=22717866)
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710 train 8.098660 (lr=8.3851e-05) (hash(x)=29648992)
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711 train 7.813345 (lr=8.3472e-05) (hash(x)=28527939)
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712 train 7.407803 (lr=8.3094e-05) (hash(x)=25134784)
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713 train 7.923172 (lr=8.2716e-05) (hash(x)=32757059)
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714 train 7.428549 (lr=8.2339e-05) (hash(x)=24145729)
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715 train 7.401217 (lr=8.1963e-05) (hash(x)=21942471)
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716 train 7.526911 (lr=8.1587e-05) (hash(x)=25325444)
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717 train 7.891680 (lr=8.1211e-05) (hash(x)=24247339)
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718 train 7.481150 (lr=8.0836e-05) (hash(x)=24142989)
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719 train 7.457084 (lr=8.0462e-05) (hash(x)=24955630)
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720 train 7.569934 (lr=8.0088e-05) (hash(x)=25491335)
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721 train 7.657807 (lr=7.9715e-05) (hash(x)=21368780)
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722 train 7.566232 (lr=7.9342e-05) (hash(x)=27146278)
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723 train 7.454957 (lr=7.8970e-05) (hash(x)=25541230)
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724 train 7.488031 (lr=7.8599e-05) (hash(x)=25375355)
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725 train 7.340462 (lr=7.8228e-05) (hash(x)=23098806)
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726 train 7.352211 (lr=7.7858e-05) (hash(x)=22061174)
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727 train 7.370058 (lr=7.7488e-05) (hash(x)=23501481)
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728 train 7.549216 (lr=7.7119e-05) (hash(x)=24656430)
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729 train 7.274225 (lr=7.6751e-05) (hash(x)=23802681)
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730 train 7.347686 (lr=7.6383e-05) (hash(x)=23496118)
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731 train 7.529576 (lr=7.6016e-05) (hash(x)=22754988)
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732 train 7.273293 (lr=7.5650e-05) (hash(x)=21461650)
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733 train 7.313805 (lr=7.5284e-05) (hash(x)=22183009)
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734 train 7.463912 (lr=7.4919e-05) (hash(x)=22300616)
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735 train 7.241005 (lr=7.4555e-05) (hash(x)=23475070)
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736 train 7.510870 (lr=7.4191e-05) (hash(x)=24508407)
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737 train 7.546553 (lr=7.3828e-05) (hash(x)=23359061)
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738 train 7.450968 (lr=7.3466e-05) (hash(x)=22588667)
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739 train 7.520521 (lr=7.3105e-05) (hash(x)=23609959)
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740 train 7.510914 (lr=7.2744e-05) (hash(x)=25394852)
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741 train 7.326530 (lr=7.2384e-05) (hash(x)=22408449)
|
| 774 |
+
742 train 7.494502 (lr=7.2024e-05) (hash(x)=26947398)
|
| 775 |
+
743 train 7.221612 (lr=7.1666e-05) (hash(x)=23441847)
|
| 776 |
+
744 train 7.346112 (lr=7.1308e-05) (hash(x)=23101350)
|
| 777 |
+
745 train 7.342832 (lr=7.0950e-05) (hash(x)=23676365)
|
| 778 |
+
746 train 7.540934 (lr=7.0594e-05) (hash(x)=26488811)
|
| 779 |
+
747 train 7.597052 (lr=7.0238e-05) (hash(x)=23096292)
|
| 780 |
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748 train 7.621435 (lr=6.9884e-05) (hash(x)=24512380)
|
| 781 |
+
749 train 7.503527 (lr=6.9529e-05) (hash(x)=27706294)
|
| 782 |
+
750 val loss 7.4691
|
| 783 |
+
750 val perplexity 1753.0149
|
| 784 |
+
750 train 7.429562 (lr=6.9176e-05) (hash(x)=21892472)
|
| 785 |
+
751 train 7.394504 (lr=6.8824e-05) (hash(x)=26171093)
|
| 786 |
+
752 train 7.431930 (lr=6.8472e-05) (hash(x)=23191101)
|
| 787 |
+
753 train 7.835644 (lr=6.8121e-05) (hash(x)=34946941)
|
| 788 |
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754 train 7.627355 (lr=6.7771e-05) (hash(x)=25569942)
|
| 789 |
+
755 train 7.220369 (lr=6.7422e-05) (hash(x)=20060838)
|
| 790 |
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756 train 7.341573 (lr=6.7073e-05) (hash(x)=24581020)
|
| 791 |
+
757 train 7.301620 (lr=6.6725e-05) (hash(x)=21591702)
|
| 792 |
+
758 train 7.335374 (lr=6.6379e-05) (hash(x)=21870012)
|
| 793 |
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759 train 7.426104 (lr=6.6033e-05) (hash(x)=25451055)
|
| 794 |
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760 train 7.209653 (lr=6.5688e-05) (hash(x)=18989695)
|
| 795 |
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761 train 6.853334 (lr=6.5343e-05) (hash(x)=18691455)
|
| 796 |
+
762 train 7.231118 (lr=6.5000e-05) (hash(x)=22406503)
|
| 797 |
+
763 train 7.473215 (lr=6.4657e-05) (hash(x)=24934792)
|
| 798 |
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764 train 7.359167 (lr=6.4316e-05) (hash(x)=24249677)
|
| 799 |
+
765 train 7.217328 (lr=6.3975e-05) (hash(x)=23864361)
|
| 800 |
+
766 train 7.236013 (lr=6.3635e-05) (hash(x)=21549554)
|
| 801 |
+
767 train 7.436182 (lr=6.3296e-05) (hash(x)=25367597)
|
| 802 |
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768 train 7.607349 (lr=6.2958e-05) (hash(x)=24409290)
|
| 803 |
+
769 train 7.377076 (lr=6.2621e-05) (hash(x)=27016702)
|
| 804 |
+
770 train 7.563516 (lr=6.2285e-05) (hash(x)=25520453)
|
| 805 |
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771 train 7.400713 (lr=6.1950e-05) (hash(x)=25022148)
|
| 806 |
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772 train 7.527383 (lr=6.1615e-05) (hash(x)=25010319)
|
| 807 |
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773 train 7.418715 (lr=6.1282e-05) (hash(x)=24459012)
|
| 808 |
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774 train 7.473160 (lr=6.0949e-05) (hash(x)=26528670)
|
| 809 |
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775 train 7.459906 (lr=6.0618e-05) (hash(x)=25431365)
|
| 810 |
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776 train 7.337970 (lr=6.0287e-05) (hash(x)=24229522)
|
| 811 |
+
777 train 7.513100 (lr=5.9958e-05) (hash(x)=25958785)
|
| 812 |
+
778 train 7.404982 (lr=5.9629e-05) (hash(x)=22882640)
|
| 813 |
+
779 train 7.803152 (lr=5.9301e-05) (hash(x)=29307788)
|
| 814 |
+
780 train 7.313700 (lr=5.8974e-05) (hash(x)=23167825)
|
| 815 |
+
781 train 7.382802 (lr=5.8649e-05) (hash(x)=24965435)
|
| 816 |
+
782 train 7.241666 (lr=5.8324e-05) (hash(x)=23772949)
|
| 817 |
+
783 train 7.502848 (lr=5.8000e-05) (hash(x)=25651929)
|
| 818 |
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784 train 7.385237 (lr=5.7678e-05) (hash(x)=23146724)
|
| 819 |
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785 train 7.434648 (lr=5.7356e-05) (hash(x)=28451031)
|
| 820 |
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786 train 7.484230 (lr=5.7035e-05) (hash(x)=23796771)
|
| 821 |
+
787 train 7.510779 (lr=5.6716e-05) (hash(x)=26312387)
|
| 822 |
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788 train 7.368457 (lr=5.6397e-05) (hash(x)=21257377)
|
| 823 |
+
789 train 7.531878 (lr=5.6079e-05) (hash(x)=25326650)
|
| 824 |
+
790 train 7.412582 (lr=5.5763e-05) (hash(x)=24605603)
|
| 825 |
+
791 train 7.341255 (lr=5.5447e-05) (hash(x)=23804913)
|
| 826 |
+
792 train 7.557047 (lr=5.5133e-05) (hash(x)=24322926)
|
| 827 |
+
793 train 7.534083 (lr=5.4820e-05) (hash(x)=25537529)
|
| 828 |
+
794 train 7.248249 (lr=5.4507e-05) (hash(x)=25707197)
|
| 829 |
+
795 train 7.461568 (lr=5.4196e-05) (hash(x)=26115519)
|
| 830 |
+
796 train 7.380995 (lr=5.3886e-05) (hash(x)=24850654)
|
| 831 |
+
797 train 7.330876 (lr=5.3577e-05) (hash(x)=25494804)
|
| 832 |
+
798 train 7.355565 (lr=5.3269e-05) (hash(x)=21972022)
|
| 833 |
+
799 train 7.690948 (lr=5.2962e-05) (hash(x)=23210747)
|
| 834 |
+
800 val loss 7.4382
|
| 835 |
+
800 val perplexity 1699.6434
|
| 836 |
+
800 train 7.510743 (lr=5.2656e-05) (hash(x)=17064773)
|
| 837 |
+
801 train 7.478874 (lr=5.2352e-05) (hash(x)=15717069)
|
| 838 |
+
802 train 7.563032 (lr=5.2048e-05) (hash(x)=16189636)
|
| 839 |
+
803 train 7.331135 (lr=5.1746e-05) (hash(x)=18463712)
|
| 840 |
+
804 train 7.492607 (lr=5.1444e-05) (hash(x)=19970072)
|
| 841 |
+
805 train 7.540052 (lr=5.1144e-05) (hash(x)=20705573)
|
| 842 |
+
806 train 7.332351 (lr=5.0845e-05) (hash(x)=22913147)
|
| 843 |
+
807 train 7.424669 (lr=5.0547e-05) (hash(x)=23245699)
|
| 844 |
+
808 train 7.448200 (lr=5.0251e-05) (hash(x)=27121904)
|
| 845 |
+
809 train 7.354832 (lr=4.9955e-05) (hash(x)=23444521)
|
| 846 |
+
810 train 7.264400 (lr=4.9661e-05) (hash(x)=20917937)
|
| 847 |
+
811 train 7.356593 (lr=4.9367e-05) (hash(x)=21770300)
|
| 848 |
+
812 train 8.514841 (lr=4.9075e-05) (hash(x)=24642519)
|
| 849 |
+
813 train 7.587816 (lr=4.8784e-05) (hash(x)=23334569)
|
| 850 |
+
814 train 7.160762 (lr=4.8495e-05) (hash(x)=21796200)
|
| 851 |
+
815 train 7.215055 (lr=4.8206e-05) (hash(x)=25387532)
|
| 852 |
+
816 train 7.144467 (lr=4.7919e-05) (hash(x)=22203733)
|
| 853 |
+
817 train 7.757704 (lr=4.7633e-05) (hash(x)=29466743)
|
| 854 |
+
818 train 7.424380 (lr=4.7348e-05) (hash(x)=21756102)
|
| 855 |
+
819 train 7.475869 (lr=4.7064e-05) (hash(x)=27718703)
|
| 856 |
+
820 train 7.412989 (lr=4.6782e-05) (hash(x)=22978681)
|
| 857 |
+
821 train 7.458809 (lr=4.6501e-05) (hash(x)=17631973)
|
| 858 |
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822 train 7.538844 (lr=4.6221e-05) (hash(x)=27947891)
|
| 859 |
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823 train 7.430303 (lr=4.5942e-05) (hash(x)=27661052)
|
| 860 |
+
824 train 7.211120 (lr=4.5664e-05) (hash(x)=23061452)
|
| 861 |
+
825 train 7.332330 (lr=4.5388e-05) (hash(x)=22244096)
|
| 862 |
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826 train 7.356231 (lr=4.5113e-05) (hash(x)=25389713)
|
| 863 |
+
827 train 7.458523 (lr=4.4839e-05) (hash(x)=26538928)
|
| 864 |
+
828 train 7.545984 (lr=4.4567e-05) (hash(x)=25685569)
|
| 865 |
+
829 train 7.241985 (lr=4.4295e-05) (hash(x)=26256802)
|
| 866 |
+
830 train 7.578298 (lr=4.4025e-05) (hash(x)=24412323)
|
| 867 |
+
831 train 7.371192 (lr=4.3757e-05) (hash(x)=21772654)
|
| 868 |
+
832 train 7.324841 (lr=4.3489e-05) (hash(x)=25456825)
|
| 869 |
+
833 train 7.715641 (lr=4.3223e-05) (hash(x)=25026277)
|
| 870 |
+
834 train 7.573750 (lr=4.2958e-05) (hash(x)=26855439)
|
| 871 |
+
835 train 7.583344 (lr=4.2695e-05) (hash(x)=26263254)
|
| 872 |
+
836 train 7.587561 (lr=4.2432e-05) (hash(x)=21917396)
|
| 873 |
+
837 train 7.392462 (lr=4.2171e-05) (hash(x)=24726314)
|
| 874 |
+
838 train 7.278290 (lr=4.1912e-05) (hash(x)=24375100)
|
| 875 |
+
839 train 7.349993 (lr=4.1654e-05) (hash(x)=23552356)
|
| 876 |
+
840 train 7.440544 (lr=4.1397e-05) (hash(x)=25343112)
|
| 877 |
+
841 train 7.385789 (lr=4.1141e-05) (hash(x)=26699819)
|
| 878 |
+
842 train 7.736491 (lr=4.0887e-05) (hash(x)=25218858)
|
| 879 |
+
843 train 7.931557 (lr=4.0634e-05) (hash(x)=22707141)
|
| 880 |
+
844 train 7.724117 (lr=4.0382e-05) (hash(x)=29168269)
|
| 881 |
+
845 train 7.786210 (lr=4.0132e-05) (hash(x)=25676149)
|
| 882 |
+
846 train 7.354553 (lr=3.9883e-05) (hash(x)=24324401)
|
| 883 |
+
847 train 7.722795 (lr=3.9635e-05) (hash(x)=34234481)
|
| 884 |
+
848 train 7.407337 (lr=3.9389e-05) (hash(x)=24511386)
|
| 885 |
+
849 train 7.405665 (lr=3.9144e-05) (hash(x)=25401624)
|
| 886 |
+
850 val loss 7.4425
|
| 887 |
+
850 val perplexity 1706.9906
|
| 888 |
+
850 train 7.403595 (lr=3.8901e-05) (hash(x)=22340685)
|
| 889 |
+
851 train 7.743905 (lr=3.8659e-05) (hash(x)=35008670)
|
| 890 |
+
852 train 7.746662 (lr=3.8418e-05) (hash(x)=29662286)
|
| 891 |
+
853 train 7.642934 (lr=3.8178e-05) (hash(x)=25682280)
|
| 892 |
+
854 train 7.588220 (lr=3.7941e-05) (hash(x)=27686498)
|
| 893 |
+
855 train 7.408626 (lr=3.7704e-05) (hash(x)=25891543)
|
| 894 |
+
856 train 7.339035 (lr=3.7469e-05) (hash(x)=22538881)
|
| 895 |
+
857 train 7.405196 (lr=3.7235e-05) (hash(x)=25962407)
|
| 896 |
+
858 train 7.347361 (lr=3.7003e-05) (hash(x)=24819073)
|
| 897 |
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859 train 7.218128 (lr=3.6772e-05) (hash(x)=21971224)
|
| 898 |
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860 train 7.173095 (lr=3.6542e-05) (hash(x)=20951317)
|
| 899 |
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861 train 7.661697 (lr=3.6314e-05) (hash(x)=30838142)
|
| 900 |
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862 train 7.478192 (lr=3.6088e-05) (hash(x)=23102419)
|
| 901 |
+
863 train 7.469544 (lr=3.5862e-05) (hash(x)=27312186)
|
| 902 |
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864 train 7.949055 (lr=3.5639e-05) (hash(x)=30920030)
|
| 903 |
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865 train 7.303967 (lr=3.5416e-05) (hash(x)=23657081)
|
| 904 |
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866 train 7.826602 (lr=3.5195e-05) (hash(x)=35351214)
|
| 905 |
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867 train 7.244772 (lr=3.4976e-05) (hash(x)=22163749)
|
| 906 |
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868 train 7.126449 (lr=3.4758e-05) (hash(x)=24629160)
|
| 907 |
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869 train 7.288036 (lr=3.4541e-05) (hash(x)=24829818)
|
| 908 |
+
870 train 7.632834 (lr=3.4326e-05) (hash(x)=25424550)
|
| 909 |
+
871 train 7.366570 (lr=3.4113e-05) (hash(x)=25942888)
|
| 910 |
+
872 train 7.522963 (lr=3.3900e-05) (hash(x)=26418501)
|
| 911 |
+
873 train 7.395418 (lr=3.3690e-05) (hash(x)=23785671)
|
| 912 |
+
874 train 7.550786 (lr=3.3480e-05) (hash(x)=25097859)
|
| 913 |
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875 train 7.343193 (lr=3.3273e-05) (hash(x)=25493916)
|
| 914 |
+
876 train 7.545170 (lr=3.3066e-05) (hash(x)=19819210)
|
| 915 |
+
877 train 7.669271 (lr=3.2862e-05) (hash(x)=28618702)
|
| 916 |
+
878 train 7.849481 (lr=3.2658e-05) (hash(x)=29707907)
|
| 917 |
+
879 train 7.510124 (lr=3.2457e-05) (hash(x)=24289951)
|
| 918 |
+
880 train 7.354381 (lr=3.2256e-05) (hash(x)=25147026)
|
| 919 |
+
881 train 7.475085 (lr=3.2058e-05) (hash(x)=26331486)
|
| 920 |
+
882 train 7.436450 (lr=3.1860e-05) (hash(x)=25885126)
|
| 921 |
+
883 train 7.393227 (lr=3.1665e-05) (hash(x)=23648671)
|
| 922 |
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884 train 7.195853 (lr=3.1471e-05) (hash(x)=20252079)
|
| 923 |
+
885 train 7.505919 (lr=3.1278e-05) (hash(x)=27292797)
|
| 924 |
+
886 train 6.972956 (lr=3.1087e-05) (hash(x)=18317379)
|
| 925 |
+
887 train 7.351745 (lr=3.0897e-05) (hash(x)=24992055)
|
| 926 |
+
888 train 7.815773 (lr=3.0709e-05) (hash(x)=24734221)
|
| 927 |
+
889 train 7.608184 (lr=3.0522e-05) (hash(x)=24398330)
|
| 928 |
+
890 train 7.340979 (lr=3.0337e-05) (hash(x)=23573984)
|
| 929 |
+
891 train 7.473004 (lr=3.0154e-05) (hash(x)=26005549)
|
| 930 |
+
892 train 7.244836 (lr=2.9972e-05) (hash(x)=22583878)
|
| 931 |
+
893 train 7.564567 (lr=2.9791e-05) (hash(x)=30259737)
|
| 932 |
+
894 train 7.478389 (lr=2.9613e-05) (hash(x)=25196470)
|
| 933 |
+
895 train 7.295092 (lr=2.9435e-05) (hash(x)=21046554)
|
| 934 |
+
896 train 7.492802 (lr=2.9260e-05) (hash(x)=25454371)
|
| 935 |
+
897 train 7.276515 (lr=2.9085e-05) (hash(x)=18773877)
|
| 936 |
+
898 train 7.293960 (lr=2.8913e-05) (hash(x)=24645168)
|
| 937 |
+
899 train 7.540881 (lr=2.8742e-05) (hash(x)=26321539)
|
| 938 |
+
900 val loss 7.4073
|
| 939 |
+
900 val perplexity 1647.9661
|
| 940 |
+
900 train 7.455224 (lr=2.8572e-05) (hash(x)=25722713)
|
| 941 |
+
901 train 7.324742 (lr=2.8404e-05) (hash(x)=22850804)
|
| 942 |
+
902 train 7.465915 (lr=2.8238e-05) (hash(x)=22503524)
|
| 943 |
+
903 train 7.462577 (lr=2.8073e-05) (hash(x)=27807872)
|
| 944 |
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904 train 7.492571 (lr=2.7910e-05) (hash(x)=25845590)
|
| 945 |
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905 train 7.349280 (lr=2.7749e-05) (hash(x)=25545137)
|
| 946 |
+
906 train 7.535013 (lr=2.7589e-05) (hash(x)=25471231)
|
| 947 |
+
907 train 7.262427 (lr=2.7430e-05) (hash(x)=21555364)
|
| 948 |
+
908 train 7.434108 (lr=2.7274e-05) (hash(x)=24474988)
|
| 949 |
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909 train 7.453172 (lr=2.7119e-05) (hash(x)=27243798)
|
| 950 |
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910 train 7.336480 (lr=2.6965e-05) (hash(x)=24419085)
|
| 951 |
+
911 train 7.343315 (lr=2.6813e-05) (hash(x)=26325324)
|
| 952 |
+
912 train 7.298230 (lr=2.6663e-05) (hash(x)=24822111)
|
| 953 |
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913 train 7.300466 (lr=2.6514e-05) (hash(x)=26228728)
|
| 954 |
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914 train 7.522482 (lr=2.6367e-05) (hash(x)=24707042)
|
| 955 |
+
915 train 7.594767 (lr=2.6221e-05) (hash(x)=24956294)
|
| 956 |
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916 train 7.157427 (lr=2.6077e-05) (hash(x)=23424737)
|
| 957 |
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917 train 7.575006 (lr=2.5935e-05) (hash(x)=25592289)
|
| 958 |
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918 train 7.352469 (lr=2.5795e-05) (hash(x)=26826109)
|
| 959 |
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919 train 7.393952 (lr=2.5656e-05) (hash(x)=24429389)
|
| 960 |
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920 train 7.336396 (lr=2.5518e-05) (hash(x)=24747421)
|
| 961 |
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921 train 7.434125 (lr=2.5383e-05) (hash(x)=28733708)
|
| 962 |
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922 train 7.524363 (lr=2.5249e-05) (hash(x)=29704803)
|
| 963 |
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923 train 7.702175 (lr=2.5116e-05) (hash(x)=27929846)
|
| 964 |
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924 train 7.399565 (lr=2.4985e-05) (hash(x)=18961171)
|
| 965 |
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925 train 7.390099 (lr=2.4856e-05) (hash(x)=22417476)
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| 966 |
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926 train 7.445345 (lr=2.4729e-05) (hash(x)=26364120)
|
| 967 |
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927 train 7.539669 (lr=2.4603e-05) (hash(x)=25282897)
|
| 968 |
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928 train 7.282486 (lr=2.4479e-05) (hash(x)=22082503)
|
| 969 |
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929 train 7.265842 (lr=2.4356e-05) (hash(x)=22278062)
|
| 970 |
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930 train 7.371174 (lr=2.4235e-05) (hash(x)=24271468)
|
| 971 |
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931 train 7.244277 (lr=2.4116e-05) (hash(x)=26802508)
|
| 972 |
+
932 train 8.012707 (lr=2.3998e-05) (hash(x)=33468379)
|
| 973 |
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933 train 7.101473 (lr=2.3883e-05) (hash(x)=22094832)
|
| 974 |
+
934 train 7.345801 (lr=2.3768e-05) (hash(x)=26759850)
|
| 975 |
+
935 train 7.553965 (lr=2.3656e-05) (hash(x)=28390416)
|
| 976 |
+
936 train 7.693401 (lr=2.3545e-05) (hash(x)=22727956)
|
| 977 |
+
937 train 7.626191 (lr=2.3436e-05) (hash(x)=26379331)
|
| 978 |
+
938 train 7.787500 (lr=2.3328e-05) (hash(x)=25048158)
|
| 979 |
+
939 train 7.651772 (lr=2.3222e-05) (hash(x)=26292451)
|
| 980 |
+
940 train 7.494242 (lr=2.3118e-05) (hash(x)=23336031)
|
| 981 |
+
941 train 7.659499 (lr=2.3016e-05) (hash(x)=26301866)
|
| 982 |
+
942 train 7.732497 (lr=2.2915e-05) (hash(x)=26687040)
|
| 983 |
+
943 train 7.280413 (lr=2.2816e-05) (hash(x)=22915344)
|
| 984 |
+
944 train 7.332717 (lr=2.2718e-05) (hash(x)=19831900)
|
| 985 |
+
945 train 7.446020 (lr=2.2623e-05) (hash(x)=25448318)
|
| 986 |
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946 train 7.384642 (lr=2.2528e-05) (hash(x)=24993116)
|
| 987 |
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947 train 7.523602 (lr=2.2436e-05) (hash(x)=24744383)
|
| 988 |
+
948 train 7.311930 (lr=2.2345e-05) (hash(x)=23731849)
|
| 989 |
+
949 train 7.270403 (lr=2.2256e-05) (hash(x)=22835201)
|
| 990 |
+
950 val loss 7.4007
|
| 991 |
+
950 val perplexity 1637.0513
|
| 992 |
+
950 train 7.242966 (lr=2.2169e-05) (hash(x)=24652361)
|
| 993 |
+
951 train 7.521279 (lr=2.2084e-05) (hash(x)=26284678)
|
| 994 |
+
952 train 7.396550 (lr=2.2000e-05) (hash(x)=27522881)
|
| 995 |
+
953 train 7.392224 (lr=2.1918e-05) (hash(x)=24745936)
|
| 996 |
+
954 train 7.211158 (lr=2.1837e-05) (hash(x)=21973969)
|
| 997 |
+
955 train 7.213524 (lr=2.1758e-05) (hash(x)=21654269)
|
| 998 |
+
956 train 7.204653 (lr=2.1681e-05) (hash(x)=21708739)
|
| 999 |
+
957 train 7.634518 (lr=2.1606e-05) (hash(x)=32387999)
|
| 1000 |
+
958 train 8.142120 (lr=2.1532e-05) (hash(x)=32662682)
|
| 1001 |
+
959 train 8.143919 (lr=2.1461e-05) (hash(x)=29466268)
|
| 1002 |
+
960 train 8.067085 (lr=2.1390e-05) (hash(x)=28372973)
|
| 1003 |
+
961 train 8.103285 (lr=2.1322e-05) (hash(x)=30736727)
|
| 1004 |
+
962 train 8.054703 (lr=2.1255e-05) (hash(x)=29935562)
|
| 1005 |
+
963 train 8.062071 (lr=2.1190e-05) (hash(x)=32616762)
|
| 1006 |
+
964 train 8.016862 (lr=2.1127e-05) (hash(x)=32861403)
|
| 1007 |
+
965 train 8.018845 (lr=2.1065e-05) (hash(x)=29358578)
|
| 1008 |
+
966 train 8.067577 (lr=2.1005e-05) (hash(x)=31218966)
|
| 1009 |
+
967 train 8.150707 (lr=2.0947e-05) (hash(x)=32201138)
|
| 1010 |
+
968 train 8.020109 (lr=2.0891e-05) (hash(x)=30545133)
|
| 1011 |
+
969 train 8.218145 (lr=2.0836e-05) (hash(x)=30041621)
|
| 1012 |
+
970 train 8.039783 (lr=2.0783e-05) (hash(x)=30371023)
|
| 1013 |
+
971 train 8.181568 (lr=2.0732e-05) (hash(x)=33683468)
|
| 1014 |
+
972 train 8.084312 (lr=2.0682e-05) (hash(x)=29809830)
|
| 1015 |
+
973 train 7.541002 (lr=2.0634e-05) (hash(x)=26837755)
|
| 1016 |
+
974 train 7.524750 (lr=2.0588e-05) (hash(x)=26084089)
|
| 1017 |
+
975 train 7.653708 (lr=2.0544e-05) (hash(x)=27498125)
|
| 1018 |
+
976 train 7.891948 (lr=2.0501e-05) (hash(x)=34478395)
|
| 1019 |
+
977 train 7.532537 (lr=2.0460e-05) (hash(x)=22372507)
|
| 1020 |
+
978 train 7.460429 (lr=2.0421e-05) (hash(x)=25638879)
|
| 1021 |
+
979 train 7.298199 (lr=2.0384e-05) (hash(x)=25164318)
|
| 1022 |
+
980 train 7.447876 (lr=2.0348e-05) (hash(x)=27271900)
|
| 1023 |
+
981 train 7.375486 (lr=2.0314e-05) (hash(x)=26562947)
|
| 1024 |
+
982 train 7.401752 (lr=2.0282e-05) (hash(x)=24917192)
|
| 1025 |
+
983 train 7.302921 (lr=2.0252e-05) (hash(x)=25690221)
|
| 1026 |
+
984 train 7.645075 (lr=2.0223e-05) (hash(x)=24807841)
|
| 1027 |
+
985 train 7.300786 (lr=2.0196e-05) (hash(x)=21947305)
|
| 1028 |
+
986 train 7.302711 (lr=2.0171e-05) (hash(x)=22195089)
|
| 1029 |
+
987 train 7.434680 (lr=2.0147e-05) (hash(x)=29031550)
|
| 1030 |
+
988 train 7.548289 (lr=2.0125e-05) (hash(x)=29395823)
|
| 1031 |
+
989 train 7.490853 (lr=2.0105e-05) (hash(x)=26551589)
|
| 1032 |
+
990 train 7.448102 (lr=2.0087e-05) (hash(x)=23689487)
|
| 1033 |
+
991 train 7.502644 (lr=2.0071e-05) (hash(x)=24094093)
|
| 1034 |
+
992 train 7.209767 (lr=2.0056e-05) (hash(x)=24106453)
|
| 1035 |
+
993 train 7.307530 (lr=2.0043e-05) (hash(x)=23639076)
|
| 1036 |
+
994 train 7.442201 (lr=2.0031e-05) (hash(x)=25107314)
|
| 1037 |
+
995 train 10.471497 (lr=2.0022e-05) (hash(x)=61455960)
|
| 1038 |
+
996 train 11.432472 (lr=2.0014e-05) (hash(x)=63899424)
|
| 1039 |
+
997 train 11.386467 (lr=2.0008e-05) (hash(x)=65636572)
|
| 1040 |
+
998 train 11.762794 (lr=2.0003e-05) (hash(x)=71578682)
|
| 1041 |
+
999 val loss 7.4048
|
| 1042 |
+
999 val perplexity 1643.8732
|
| 1043 |
+
999 train 10.736455 (lr=2.0001e-05) (hash(x)=61104710)
|
lr2e-4_total_batch_size10240_seq_len512/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2d9c8f6f88bbd5e48770cb953fa6a3fc058acd653b1b8eb9c8c5d3e9ae9f22e9
|
| 3 |
+
size 48156226
|
lr2e-4_total_batch_size10240_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e823f2f4b0af83d612fb7f97a0d5bf57f625d61e7ee3629476d3ab65d9964a98
|
| 3 |
+
size 71157574
|