Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size10240_seq_len512/args.json +1 -0
- lr1e-4_total_batch_size10240_seq_len512/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size10240_seq_len512/log2.txt +1043 -0
- lr1e-4_total_batch_size10240_seq_len512/model_00999.pt +3 -0
- lr1e-4_total_batch_size10240_seq_len512/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size10240_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-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": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1e-4_total_batch_size10240_seq_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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lr1e-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=3.4965e-07) (hash(x)=26375038)
|
| 5 |
+
1 train 11.759197 (lr=6.9930e-07) (hash(x)=27234506)
|
| 6 |
+
2 train 11.744032 (lr=1.0490e-06) (hash(x)=23702020)
|
| 7 |
+
3 train 11.757065 (lr=1.3986e-06) (hash(x)=20782690)
|
| 8 |
+
4 train 11.786220 (lr=1.7483e-06) (hash(x)=23094976)
|
| 9 |
+
5 train 11.771325 (lr=2.0979e-06) (hash(x)=26532095)
|
| 10 |
+
6 train 11.756479 (lr=2.4476e-06) (hash(x)=27151649)
|
| 11 |
+
7 train 11.764814 (lr=2.7972e-06) (hash(x)=23890908)
|
| 12 |
+
8 train 11.758749 (lr=3.1469e-06) (hash(x)=25588236)
|
| 13 |
+
9 train 11.755365 (lr=3.4965e-06) (hash(x)=24011372)
|
| 14 |
+
10 train 11.743948 (lr=3.8462e-06) (hash(x)=28375581)
|
| 15 |
+
11 train 11.740856 (lr=4.1958e-06) (hash(x)=24611628)
|
| 16 |
+
12 train 11.725715 (lr=4.5455e-06) (hash(x)=30298407)
|
| 17 |
+
13 train 11.714281 (lr=4.8951e-06) (hash(x)=19245352)
|
| 18 |
+
14 train 11.697369 (lr=5.2448e-06) (hash(x)=28936608)
|
| 19 |
+
15 train 11.707483 (lr=5.5944e-06) (hash(x)=25767553)
|
| 20 |
+
16 train 11.693099 (lr=5.9441e-06) (hash(x)=31093473)
|
| 21 |
+
17 train 11.680680 (lr=6.2937e-06) (hash(x)=24809873)
|
| 22 |
+
18 train 11.670518 (lr=6.6434e-06) (hash(x)=27852919)
|
| 23 |
+
19 train 11.644516 (lr=6.9930e-06) (hash(x)=22512166)
|
| 24 |
+
20 train 11.672844 (lr=7.3427e-06) (hash(x)=27620338)
|
| 25 |
+
21 train 11.658647 (lr=7.6923e-06) (hash(x)=28092148)
|
| 26 |
+
22 train 11.619225 (lr=8.0420e-06) (hash(x)=27938767)
|
| 27 |
+
23 train 11.631838 (lr=8.3916e-06) (hash(x)=24732833)
|
| 28 |
+
24 train 11.602551 (lr=8.7413e-06) (hash(x)=23200230)
|
| 29 |
+
25 train 11.601409 (lr=9.0909e-06) (hash(x)=22694718)
|
| 30 |
+
26 train 11.610548 (lr=9.4406e-06) (hash(x)=23125151)
|
| 31 |
+
27 train 11.586233 (lr=9.7902e-06) (hash(x)=25129410)
|
| 32 |
+
28 train 11.572270 (lr=1.0140e-05) (hash(x)=23059154)
|
| 33 |
+
29 train 11.550849 (lr=1.0490e-05) (hash(x)=27858570)
|
| 34 |
+
30 train 11.518124 (lr=1.0839e-05) (hash(x)=22402617)
|
| 35 |
+
31 train 11.506947 (lr=1.1189e-05) (hash(x)=26582391)
|
| 36 |
+
32 train 11.482800 (lr=1.1538e-05) (hash(x)=26075451)
|
| 37 |
+
33 train 11.466439 (lr=1.1888e-05) (hash(x)=27279806)
|
| 38 |
+
34 train 11.473557 (lr=1.2238e-05) (hash(x)=26188136)
|
| 39 |
+
35 train 11.428185 (lr=1.2587e-05) (hash(x)=26472336)
|
| 40 |
+
36 train 11.443016 (lr=1.2937e-05) (hash(x)=26376212)
|
| 41 |
+
37 train 11.427958 (lr=1.3287e-05) (hash(x)=28301589)
|
| 42 |
+
38 train 11.365438 (lr=1.3636e-05) (hash(x)=28035221)
|
| 43 |
+
39 train 11.346185 (lr=1.3986e-05) (hash(x)=27654289)
|
| 44 |
+
40 train 11.380013 (lr=1.4336e-05) (hash(x)=21560904)
|
| 45 |
+
41 train 11.297602 (lr=1.4685e-05) (hash(x)=24995715)
|
| 46 |
+
42 train 11.279999 (lr=1.5035e-05) (hash(x)=23792508)
|
| 47 |
+
43 train 11.270692 (lr=1.5385e-05) (hash(x)=26559876)
|
| 48 |
+
44 train 11.233850 (lr=1.5734e-05) (hash(x)=25758852)
|
| 49 |
+
45 train 11.156335 (lr=1.6084e-05) (hash(x)=28364895)
|
| 50 |
+
46 train 11.154964 (lr=1.6434e-05) (hash(x)=25269299)
|
| 51 |
+
47 train 11.188103 (lr=1.6783e-05) (hash(x)=21770329)
|
| 52 |
+
48 train 11.203210 (lr=1.7133e-05) (hash(x)=24785397)
|
| 53 |
+
49 train 11.098937 (lr=1.7483e-05) (hash(x)=24628606)
|
| 54 |
+
50 val loss 11.0794
|
| 55 |
+
50 val perplexity 64819.2617
|
| 56 |
+
50 train 11.079323 (lr=1.7832e-05) (hash(x)=23181910)
|
| 57 |
+
51 train 11.032196 (lr=1.8182e-05) (hash(x)=22723459)
|
| 58 |
+
52 train 11.005144 (lr=1.8531e-05) (hash(x)=25506632)
|
| 59 |
+
53 train 10.878448 (lr=1.8881e-05) (hash(x)=22897919)
|
| 60 |
+
54 train 10.932482 (lr=1.9231e-05) (hash(x)=26546719)
|
| 61 |
+
55 train 11.077948 (lr=1.9580e-05) (hash(x)=30338342)
|
| 62 |
+
56 train 10.890413 (lr=1.9930e-05) (hash(x)=29175888)
|
| 63 |
+
57 train 10.917294 (lr=2.0280e-05) (hash(x)=27063280)
|
| 64 |
+
58 train 10.836851 (lr=2.0629e-05) (hash(x)=32915097)
|
| 65 |
+
59 train 10.788944 (lr=2.0979e-05) (hash(x)=25678059)
|
| 66 |
+
60 train 10.729813 (lr=2.1329e-05) (hash(x)=20083773)
|
| 67 |
+
61 train 10.715242 (lr=2.1678e-05) (hash(x)=21853028)
|
| 68 |
+
62 train 10.693165 (lr=2.2028e-05) (hash(x)=21808483)
|
| 69 |
+
63 train 10.728613 (lr=2.2378e-05) (hash(x)=26109335)
|
| 70 |
+
64 train 10.676506 (lr=2.2727e-05) (hash(x)=24916754)
|
| 71 |
+
65 train 10.726309 (lr=2.3077e-05) (hash(x)=25334848)
|
| 72 |
+
66 train 10.694220 (lr=2.3427e-05) (hash(x)=24917705)
|
| 73 |
+
67 train 10.508959 (lr=2.3776e-05) (hash(x)=25044885)
|
| 74 |
+
68 train 10.648635 (lr=2.4126e-05) (hash(x)=28747022)
|
| 75 |
+
69 train 10.562368 (lr=2.4476e-05) (hash(x)=23678349)
|
| 76 |
+
70 train 10.644717 (lr=2.4825e-05) (hash(x)=28529813)
|
| 77 |
+
71 train 10.602144 (lr=2.5175e-05) (hash(x)=28870690)
|
| 78 |
+
72 train 10.548023 (lr=2.5524e-05) (hash(x)=25044834)
|
| 79 |
+
73 train 10.644623 (lr=2.5874e-05) (hash(x)=32982615)
|
| 80 |
+
74 train 10.537313 (lr=2.6224e-05) (hash(x)=20970960)
|
| 81 |
+
75 train 10.640180 (lr=2.6573e-05) (hash(x)=35279941)
|
| 82 |
+
76 train 10.537445 (lr=2.6923e-05) (hash(x)=25529472)
|
| 83 |
+
77 train 10.517427 (lr=2.7273e-05) (hash(x)=26400041)
|
| 84 |
+
78 train 10.425118 (lr=2.7622e-05) (hash(x)=24656138)
|
| 85 |
+
79 train 10.408859 (lr=2.7972e-05) (hash(x)=25015923)
|
| 86 |
+
80 train 10.362152 (lr=2.8322e-05) (hash(x)=22924885)
|
| 87 |
+
81 train 10.421706 (lr=2.8671e-05) (hash(x)=24853586)
|
| 88 |
+
82 train 10.452950 (lr=2.9021e-05) (hash(x)=27004780)
|
| 89 |
+
83 train 10.372227 (lr=2.9371e-05) (hash(x)=26740855)
|
| 90 |
+
84 train 10.261119 (lr=2.9720e-05) (hash(x)=23950114)
|
| 91 |
+
85 train 10.339935 (lr=3.0070e-05) (hash(x)=24584116)
|
| 92 |
+
86 train 10.378732 (lr=3.0420e-05) (hash(x)=25718516)
|
| 93 |
+
87 train 10.335232 (lr=3.0769e-05) (hash(x)=22262151)
|
| 94 |
+
88 train 10.387228 (lr=3.1119e-05) (hash(x)=23025303)
|
| 95 |
+
89 train 10.254504 (lr=3.1469e-05) (hash(x)=26627860)
|
| 96 |
+
90 train 10.259588 (lr=3.1818e-05) (hash(x)=23700532)
|
| 97 |
+
91 train 10.238726 (lr=3.2168e-05) (hash(x)=26621834)
|
| 98 |
+
92 train 10.264668 (lr=3.2517e-05) (hash(x)=21821465)
|
| 99 |
+
93 train 10.334944 (lr=3.2867e-05) (hash(x)=26930630)
|
| 100 |
+
94 train 10.269863 (lr=3.3217e-05) (hash(x)=19557946)
|
| 101 |
+
95 train 10.291189 (lr=3.3566e-05) (hash(x)=23234741)
|
| 102 |
+
96 train 10.318916 (lr=3.3916e-05) (hash(x)=26713563)
|
| 103 |
+
97 train 10.295780 (lr=3.4266e-05) (hash(x)=28102443)
|
| 104 |
+
98 train 10.412042 (lr=3.4615e-05) (hash(x)=31689122)
|
| 105 |
+
99 train 10.392051 (lr=3.4965e-05) (hash(x)=25470563)
|
| 106 |
+
100 val loss 10.2928
|
| 107 |
+
100 val perplexity 29517.8477
|
| 108 |
+
100 train 10.369211 (lr=3.5315e-05) (hash(x)=23757479)
|
| 109 |
+
101 train 10.217088 (lr=3.5664e-05) (hash(x)=28282861)
|
| 110 |
+
102 train 10.289894 (lr=3.6014e-05) (hash(x)=26731964)
|
| 111 |
+
103 train 10.346184 (lr=3.6364e-05) (hash(x)=21799102)
|
| 112 |
+
104 train 10.238846 (lr=3.6713e-05) (hash(x)=24672077)
|
| 113 |
+
105 train 10.222236 (lr=3.7063e-05) (hash(x)=23471769)
|
| 114 |
+
106 train 10.243361 (lr=3.7413e-05) (hash(x)=24058931)
|
| 115 |
+
107 train 10.222819 (lr=3.7762e-05) (hash(x)=23275479)
|
| 116 |
+
108 train 10.308283 (lr=3.8112e-05) (hash(x)=24364396)
|
| 117 |
+
109 train 10.271538 (lr=3.8462e-05) (hash(x)=24473581)
|
| 118 |
+
110 train 10.267145 (lr=3.8811e-05) (hash(x)=23774644)
|
| 119 |
+
111 train 10.284931 (lr=3.9161e-05) (hash(x)=22091862)
|
| 120 |
+
112 train 10.078693 (lr=3.9510e-05) (hash(x)=25482303)
|
| 121 |
+
113 train 10.243159 (lr=3.9860e-05) (hash(x)=26018202)
|
| 122 |
+
114 train 10.158385 (lr=4.0210e-05) (hash(x)=24560096)
|
| 123 |
+
115 train 10.170152 (lr=4.0559e-05) (hash(x)=17430373)
|
| 124 |
+
116 train 10.030766 (lr=4.0909e-05) (hash(x)=20098681)
|
| 125 |
+
117 train 10.058788 (lr=4.1259e-05) (hash(x)=24078083)
|
| 126 |
+
118 train 10.171762 (lr=4.1608e-05) (hash(x)=26595592)
|
| 127 |
+
119 train 10.109999 (lr=4.1958e-05) (hash(x)=22954861)
|
| 128 |
+
120 train 10.201167 (lr=4.2308e-05) (hash(x)=29294271)
|
| 129 |
+
121 train 10.195426 (lr=4.2657e-05) (hash(x)=28695016)
|
| 130 |
+
122 train 10.131299 (lr=4.3007e-05) (hash(x)=27100115)
|
| 131 |
+
123 train 10.173187 (lr=4.3357e-05) (hash(x)=26671799)
|
| 132 |
+
124 train 10.196498 (lr=4.3706e-05) (hash(x)=28137394)
|
| 133 |
+
125 train 10.164107 (lr=4.4056e-05) (hash(x)=23166092)
|
| 134 |
+
126 train 10.023652 (lr=4.4406e-05) (hash(x)=25885986)
|
| 135 |
+
127 train 10.056133 (lr=4.4755e-05) (hash(x)=26924723)
|
| 136 |
+
128 train 10.120659 (lr=4.5105e-05) (hash(x)=26140590)
|
| 137 |
+
129 train 10.122700 (lr=4.5455e-05) (hash(x)=25138659)
|
| 138 |
+
130 train 10.140198 (lr=4.5804e-05) (hash(x)=27224685)
|
| 139 |
+
131 train 10.107017 (lr=4.6154e-05) (hash(x)=23557495)
|
| 140 |
+
132 train 10.037539 (lr=4.6503e-05) (hash(x)=23928957)
|
| 141 |
+
133 train 10.032234 (lr=4.6853e-05) (hash(x)=25288123)
|
| 142 |
+
134 train 9.966191 (lr=4.7203e-05) (hash(x)=23246294)
|
| 143 |
+
135 train 9.751441 (lr=4.7552e-05) (hash(x)=27804380)
|
| 144 |
+
136 train 10.018253 (lr=4.7902e-05) (hash(x)=23089140)
|
| 145 |
+
137 train 10.144728 (lr=4.8252e-05) (hash(x)=26993263)
|
| 146 |
+
138 train 10.144464 (lr=4.8601e-05) (hash(x)=27397203)
|
| 147 |
+
139 train 10.073860 (lr=4.8951e-05) (hash(x)=26654908)
|
| 148 |
+
140 train 9.989578 (lr=4.9301e-05) (hash(x)=21965022)
|
| 149 |
+
141 train 9.974422 (lr=4.9650e-05) (hash(x)=27347722)
|
| 150 |
+
142 train 10.057055 (lr=5.0000e-05) (hash(x)=28314127)
|
| 151 |
+
143 train 10.056404 (lr=5.0350e-05) (hash(x)=23627518)
|
| 152 |
+
144 train 9.992710 (lr=5.0699e-05) (hash(x)=25024764)
|
| 153 |
+
145 train 9.951674 (lr=5.1049e-05) (hash(x)=21768671)
|
| 154 |
+
146 train 9.991768 (lr=5.1399e-05) (hash(x)=25076667)
|
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147 train 9.946714 (lr=5.1748e-05) (hash(x)=21889990)
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148 train 9.887909 (lr=5.2098e-05) (hash(x)=20932794)
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149 train 9.894447 (lr=5.2448e-05) (hash(x)=23665838)
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150 val loss 9.9522
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150 val perplexity 20997.9062
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150 train 10.273306 (lr=5.2797e-05) (hash(x)=30223582)
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151 train 9.919977 (lr=5.3147e-05) (hash(x)=22528001)
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152 train 9.985833 (lr=5.3497e-05) (hash(x)=25181641)
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153 train 9.924169 (lr=5.3846e-05) (hash(x)=22487328)
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154 train 9.982895 (lr=5.4196e-05) (hash(x)=26544630)
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155 train 10.031384 (lr=5.4545e-05) (hash(x)=29248942)
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156 train 9.941399 (lr=5.4895e-05) (hash(x)=25052066)
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157 train 9.846305 (lr=5.5245e-05) (hash(x)=23543273)
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158 train 9.917454 (lr=5.5594e-05) (hash(x)=27451288)
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159 train 9.840445 (lr=5.5944e-05) (hash(x)=25533417)
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160 train 9.880438 (lr=5.6294e-05) (hash(x)=24432899)
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161 train 9.780600 (lr=5.6643e-05) (hash(x)=25552036)
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162 train 9.807118 (lr=5.6993e-05) (hash(x)=28149782)
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163 train 9.775693 (lr=5.7343e-05) (hash(x)=20612533)
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164 train 9.736376 (lr=5.7692e-05) (hash(x)=19774173)
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165 train 9.743935 (lr=5.8042e-05) (hash(x)=20216795)
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166 train 9.897200 (lr=5.8392e-05) (hash(x)=25896435)
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167 train 9.855928 (lr=5.8741e-05) (hash(x)=24677740)
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168 train 9.839788 (lr=5.9091e-05) (hash(x)=21835643)
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169 train 9.751865 (lr=5.9441e-05) (hash(x)=16722715)
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170 train 9.837046 (lr=5.9790e-05) (hash(x)=26303975)
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172 train 9.766868 (lr=6.0490e-05) (hash(x)=25973417)
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173 train 9.748303 (lr=6.0839e-05) (hash(x)=24272489)
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174 train 9.659122 (lr=6.1189e-05) (hash(x)=29260846)
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175 train 9.739622 (lr=6.1538e-05) (hash(x)=28922363)
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176 train 9.685648 (lr=6.1888e-05) (hash(x)=26322572)
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177 train 9.666355 (lr=6.2238e-05) (hash(x)=25510798)
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178 train 9.733231 (lr=6.2587e-05) (hash(x)=24138948)
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179 train 9.678607 (lr=6.2937e-05) (hash(x)=25631397)
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180 train 9.610472 (lr=6.3287e-05) (hash(x)=24001903)
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181 train 9.601251 (lr=6.3636e-05) (hash(x)=21333676)
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182 train 9.722335 (lr=6.3986e-05) (hash(x)=30770484)
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183 train 9.685575 (lr=6.4336e-05) (hash(x)=26237983)
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184 train 9.619829 (lr=6.4685e-05) (hash(x)=26205744)
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185 train 9.686939 (lr=6.5035e-05) (hash(x)=25976502)
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186 train 9.557831 (lr=6.5385e-05) (hash(x)=24080636)
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187 train 9.755264 (lr=6.5734e-05) (hash(x)=24742645)
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188 train 9.712208 (lr=6.6084e-05) (hash(x)=28677257)
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189 train 9.609908 (lr=6.6434e-05) (hash(x)=27086333)
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190 train 9.590649 (lr=6.6783e-05) (hash(x)=27855233)
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191 train 9.649851 (lr=6.7133e-05) (hash(x)=26157660)
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192 train 9.609116 (lr=6.7483e-05) (hash(x)=25046062)
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193 train 9.603561 (lr=6.7832e-05) (hash(x)=23616370)
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194 train 9.399410 (lr=6.8182e-05) (hash(x)=24302232)
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195 train 9.409752 (lr=6.8531e-05) (hash(x)=22582169)
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196 train 9.487982 (lr=6.8881e-05) (hash(x)=22773833)
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197 train 9.426292 (lr=6.9231e-05) (hash(x)=26233189)
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198 train 9.456774 (lr=6.9580e-05) (hash(x)=26431507)
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199 train 9.581537 (lr=6.9930e-05) (hash(x)=26431960)
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200 val loss 9.5248
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| 211 |
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200 val perplexity 13695.5342
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200 train 9.517801 (lr=7.0280e-05) (hash(x)=25112360)
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201 train 9.644327 (lr=7.0629e-05) (hash(x)=30707498)
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202 train 9.441256 (lr=7.0979e-05) (hash(x)=22586447)
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203 train 9.541018 (lr=7.1329e-05) (hash(x)=25716176)
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204 train 9.554415 (lr=7.1678e-05) (hash(x)=25118971)
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205 train 9.397882 (lr=7.2028e-05) (hash(x)=26256420)
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206 train 9.477187 (lr=7.2378e-05) (hash(x)=22633318)
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207 train 9.487203 (lr=7.2727e-05) (hash(x)=28019788)
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208 train 9.416048 (lr=7.3077e-05) (hash(x)=27396089)
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209 train 9.437456 (lr=7.3427e-05) (hash(x)=23510110)
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210 train 9.490053 (lr=7.3776e-05) (hash(x)=23646926)
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211 train 9.376534 (lr=7.4126e-05) (hash(x)=20382963)
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212 train 9.350914 (lr=7.4476e-05) (hash(x)=24304768)
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213 train 9.273870 (lr=7.4825e-05) (hash(x)=25339466)
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214 train 9.361347 (lr=7.5175e-05) (hash(x)=22088696)
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215 train 9.411371 (lr=7.5524e-05) (hash(x)=24489647)
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216 train 9.305987 (lr=7.5874e-05) (hash(x)=22940357)
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217 train 9.365932 (lr=7.6224e-05) (hash(x)=22927699)
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218 train 9.307164 (lr=7.6573e-05) (hash(x)=27631132)
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219 train 9.324688 (lr=7.6923e-05) (hash(x)=25128502)
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220 train 9.353636 (lr=7.7273e-05) (hash(x)=23576982)
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221 train 9.351097 (lr=7.7622e-05) (hash(x)=25808969)
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222 train 9.301634 (lr=7.7972e-05) (hash(x)=23429962)
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223 train 9.225149 (lr=7.8322e-05) (hash(x)=25231390)
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224 train 9.197817 (lr=7.8671e-05) (hash(x)=25395441)
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225 train 9.177799 (lr=7.9021e-05) (hash(x)=21154388)
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226 train 9.101061 (lr=7.9371e-05) (hash(x)=24278611)
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227 train 9.194531 (lr=7.9720e-05) (hash(x)=22708977)
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228 train 9.436414 (lr=8.0070e-05) (hash(x)=28228490)
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229 train 9.299029 (lr=8.0420e-05) (hash(x)=27258353)
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230 train 9.224396 (lr=8.0769e-05) (hash(x)=23252199)
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231 train 9.151514 (lr=8.1119e-05) (hash(x)=24364920)
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232 train 9.202085 (lr=8.1469e-05) (hash(x)=23283905)
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233 train 9.219398 (lr=8.1818e-05) (hash(x)=27243972)
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234 train 9.339492 (lr=8.2168e-05) (hash(x)=28113043)
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235 train 9.157563 (lr=8.2517e-05) (hash(x)=24932925)
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236 train 9.169520 (lr=8.2867e-05) (hash(x)=19001259)
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237 train 9.235782 (lr=8.3217e-05) (hash(x)=26371091)
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238 train 9.030504 (lr=8.3566e-05) (hash(x)=24258817)
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239 train 9.125591 (lr=8.3916e-05) (hash(x)=26913684)
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240 train 9.166052 (lr=8.4266e-05) (hash(x)=27753043)
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241 train 9.086603 (lr=8.4615e-05) (hash(x)=29239611)
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242 train 9.107545 (lr=8.4965e-05) (hash(x)=22984557)
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243 train 8.805584 (lr=8.5315e-05) (hash(x)=18017792)
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244 train 9.044850 (lr=8.5664e-05) (hash(x)=23374526)
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245 train 9.031712 (lr=8.6014e-05) (hash(x)=27574089)
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246 train 9.082461 (lr=8.6364e-05) (hash(x)=26154906)
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247 train 9.010483 (lr=8.6713e-05) (hash(x)=28613882)
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248 train 9.032949 (lr=8.7063e-05) (hash(x)=25272182)
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249 train 8.988424 (lr=8.7413e-05) (hash(x)=26981914)
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250 val loss 9.0008
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| 263 |
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250 val perplexity 8109.7710
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| 264 |
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250 train 8.990062 (lr=8.7762e-05) (hash(x)=24232348)
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251 train 9.054781 (lr=8.8112e-05) (hash(x)=22652243)
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252 train 9.038454 (lr=8.8462e-05) (hash(x)=25411991)
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253 train 8.790537 (lr=8.8811e-05) (hash(x)=15446025)
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254 train 8.872969 (lr=8.9161e-05) (hash(x)=27846176)
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255 train 8.870403 (lr=8.9510e-05) (hash(x)=27194521)
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256 train 8.937792 (lr=8.9860e-05) (hash(x)=29430001)
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257 train 8.670198 (lr=9.0210e-05) (hash(x)=25264518)
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258 train 8.932689 (lr=9.0559e-05) (hash(x)=25568956)
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259 train 8.948605 (lr=9.0909e-05) (hash(x)=24936836)
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260 train 8.929629 (lr=9.1259e-05) (hash(x)=27452099)
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261 train 8.907574 (lr=9.1608e-05) (hash(x)=28197282)
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262 train 8.845582 (lr=9.1958e-05) (hash(x)=22931889)
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263 train 8.879288 (lr=9.2308e-05) (hash(x)=24765578)
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264 train 8.796483 (lr=9.2657e-05) (hash(x)=25078649)
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265 train 8.905019 (lr=9.3007e-05) (hash(x)=27448185)
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266 train 8.918234 (lr=9.3357e-05) (hash(x)=24804856)
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267 train 8.898142 (lr=9.3706e-05) (hash(x)=23107416)
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268 train 8.691341 (lr=9.4056e-05) (hash(x)=24960796)
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269 train 8.845376 (lr=9.4406e-05) (hash(x)=26755138)
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270 train 8.718391 (lr=9.4755e-05) (hash(x)=24542526)
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272 train 8.639194 (lr=9.5455e-05) (hash(x)=27347755)
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274 train 8.627817 (lr=9.6154e-05) (hash(x)=25161929)
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275 train 8.733785 (lr=9.6503e-05) (hash(x)=24013079)
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276 train 8.703789 (lr=9.6853e-05) (hash(x)=26768629)
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277 train 8.554570 (lr=9.7203e-05) (hash(x)=22537194)
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278 train 8.568731 (lr=9.7552e-05) (hash(x)=24974360)
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279 train 8.697974 (lr=9.7902e-05) (hash(x)=25322001)
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280 train 8.622138 (lr=9.8252e-05) (hash(x)=20562247)
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281 train 8.796700 (lr=9.8601e-05) (hash(x)=27028126)
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282 train 8.669106 (lr=9.8951e-05) (hash(x)=25666355)
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283 train 8.676164 (lr=9.9301e-05) (hash(x)=26690440)
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284 train 8.580957 (lr=9.9650e-05) (hash(x)=27348418)
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285 train 8.611712 (lr=1.0000e-04) (hash(x)=26967331)
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286 train 8.566389 (lr=1.0000e-04) (hash(x)=24765121)
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287 train 8.557635 (lr=1.0000e-04) (hash(x)=22598512)
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288 train 8.548866 (lr=9.9998e-05) (hash(x)=23725598)
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289 train 8.573915 (lr=9.9996e-05) (hash(x)=24697985)
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290 train 8.520561 (lr=9.9993e-05) (hash(x)=25201962)
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291 train 8.299683 (lr=9.9989e-05) (hash(x)=18473911)
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292 train 8.448569 (lr=9.9984e-05) (hash(x)=25982840)
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293 train 8.496991 (lr=9.9979e-05) (hash(x)=23172124)
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294 train 8.793334 (lr=9.9972e-05) (hash(x)=34646114)
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295 train 8.695269 (lr=9.9965e-05) (hash(x)=22322442)
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296 train 8.521338 (lr=9.9956e-05) (hash(x)=26211794)
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297 train 8.724833 (lr=9.9947e-05) (hash(x)=29659121)
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298 train 8.505793 (lr=9.9937e-05) (hash(x)=23538306)
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299 train 8.459048 (lr=9.9926e-05) (hash(x)=26324153)
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300 val loss 8.4478
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300 val perplexity 4665.0020
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300 train 8.430164 (lr=9.9915e-05) (hash(x)=24910403)
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301 train 8.463837 (lr=9.9902e-05) (hash(x)=26939970)
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302 train 8.438341 (lr=9.9889e-05) (hash(x)=27515446)
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303 train 8.433899 (lr=9.9874e-05) (hash(x)=23446058)
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305 train 8.459402 (lr=9.9843e-05) (hash(x)=29981801)
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306 train 8.502701 (lr=9.9826e-05) (hash(x)=23470413)
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307 train 8.508825 (lr=9.9808e-05) (hash(x)=24843741)
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308 train 8.423241 (lr=9.9789e-05) (hash(x)=27176996)
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309 train 8.415951 (lr=9.9770e-05) (hash(x)=22855363)
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310 train 8.254265 (lr=9.9749e-05) (hash(x)=22960957)
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311 train 8.390139 (lr=9.9728e-05) (hash(x)=23197102)
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312 train 8.494860 (lr=9.9706e-05) (hash(x)=26132276)
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313 train 8.336870 (lr=9.9683e-05) (hash(x)=25704919)
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314 train 8.466761 (lr=9.9659e-05) (hash(x)=22280814)
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315 train 8.862793 (lr=9.9634e-05) (hash(x)=23054940)
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316 train 8.786248 (lr=9.9609e-05) (hash(x)=24712416)
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317 train 8.492140 (lr=9.9582e-05) (hash(x)=24909904)
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321 train 8.285829 (lr=9.9467e-05) (hash(x)=25993110)
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322 train 8.277875 (lr=9.9437e-05) (hash(x)=28520222)
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329 train 7.914082 (lr=9.9197e-05) (hash(x)=23155773)
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331 train 8.178057 (lr=9.9121e-05) (hash(x)=21935931)
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332 train 8.069702 (lr=9.9081e-05) (hash(x)=24481079)
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334 train 8.200556 (lr=9.9000e-05) (hash(x)=25907741)
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336 train 8.337448 (lr=9.8915e-05) (hash(x)=25202001)
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341 train 8.161674 (lr=9.8689e-05) (hash(x)=25013073)
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342 train 8.332715 (lr=9.8641e-05) (hash(x)=30934371)
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343 train 8.449984 (lr=9.8592e-05) (hash(x)=25945859)
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344 train 8.071671 (lr=9.8543e-05) (hash(x)=25218689)
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345 train 8.140821 (lr=9.8492e-05) (hash(x)=24418091)
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346 train 8.079240 (lr=9.8441e-05) (hash(x)=24615466)
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| 363 |
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347 train 8.134432 (lr=9.8389e-05) (hash(x)=21613707)
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| 364 |
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348 train 8.153658 (lr=9.8336e-05) (hash(x)=24348175)
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| 365 |
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349 train 8.162600 (lr=9.8282e-05) (hash(x)=26386157)
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| 366 |
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350 val loss 8.1418
|
| 367 |
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350 val perplexity 3435.1836
|
| 368 |
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350 train 8.172040 (lr=9.8228e-05) (hash(x)=25771047)
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| 369 |
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351 train 8.109978 (lr=9.8172e-05) (hash(x)=24396519)
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| 370 |
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352 train 8.245684 (lr=9.8116e-05) (hash(x)=25142399)
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353 train 8.033554 (lr=9.8059e-05) (hash(x)=23265507)
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354 train 8.065563 (lr=9.8001e-05) (hash(x)=22514858)
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355 train 8.309155 (lr=9.7942e-05) (hash(x)=29138828)
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356 train 8.268498 (lr=9.7882e-05) (hash(x)=20531210)
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357 train 8.077192 (lr=9.7822e-05) (hash(x)=24265353)
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358 train 8.180635 (lr=9.7761e-05) (hash(x)=24999726)
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359 train 8.177893 (lr=9.7699e-05) (hash(x)=24685515)
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360 train 8.023336 (lr=9.7636e-05) (hash(x)=25071701)
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361 train 8.093445 (lr=9.7572e-05) (hash(x)=24876269)
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362 train 8.263870 (lr=9.7507e-05) (hash(x)=31733180)
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363 train 7.867014 (lr=9.7442e-05) (hash(x)=22825749)
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364 train 8.185184 (lr=9.7376e-05) (hash(x)=26393943)
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365 train 8.050089 (lr=9.7309e-05) (hash(x)=21239652)
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366 train 7.929937 (lr=9.7241e-05) (hash(x)=24943881)
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367 train 8.279860 (lr=9.7172e-05) (hash(x)=28767869)
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| 386 |
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368 train 8.158594 (lr=9.7103e-05) (hash(x)=29341482)
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369 train 8.096817 (lr=9.7032e-05) (hash(x)=25614301)
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370 train 8.072987 (lr=9.6961e-05) (hash(x)=26030058)
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371 train 8.148811 (lr=9.6889e-05) (hash(x)=21159060)
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372 train 8.019426 (lr=9.6817e-05) (hash(x)=24629937)
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373 train 8.051239 (lr=9.6743e-05) (hash(x)=26751788)
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374 train 8.043850 (lr=9.6669e-05) (hash(x)=26012353)
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375 train 8.003211 (lr=9.6593e-05) (hash(x)=25045397)
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376 train 7.749918 (lr=9.6518e-05) (hash(x)=23751143)
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377 train 8.507426 (lr=9.6441e-05) (hash(x)=29989709)
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378 train 8.149543 (lr=9.6363e-05) (hash(x)=31017246)
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379 train 8.257023 (lr=9.6285e-05) (hash(x)=25560928)
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380 train 8.082493 (lr=9.6206e-05) (hash(x)=27352253)
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381 train 8.196981 (lr=9.6126e-05) (hash(x)=26062687)
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382 train 8.166460 (lr=9.6045e-05) (hash(x)=27614522)
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383 train 8.206846 (lr=9.5963e-05) (hash(x)=28959222)
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384 train 7.981762 (lr=9.5881e-05) (hash(x)=25122598)
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385 train 7.978647 (lr=9.5798e-05) (hash(x)=25434884)
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386 train 8.063536 (lr=9.5714e-05) (hash(x)=27824438)
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387 train 8.058056 (lr=9.5629e-05) (hash(x)=21248405)
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388 train 7.893837 (lr=9.5544e-05) (hash(x)=26482588)
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| 407 |
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389 train 8.090656 (lr=9.5457e-05) (hash(x)=25044192)
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390 train 8.102654 (lr=9.5370e-05) (hash(x)=28645524)
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| 409 |
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391 train 7.981835 (lr=9.5282e-05) (hash(x)=25830182)
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392 train 8.066872 (lr=9.5194e-05) (hash(x)=25585137)
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| 411 |
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393 train 8.017111 (lr=9.5104e-05) (hash(x)=26621419)
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394 train 7.673712 (lr=9.5014e-05) (hash(x)=22165286)
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395 train 7.937910 (lr=9.4923e-05) (hash(x)=25173113)
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396 train 8.015899 (lr=9.4831e-05) (hash(x)=27267091)
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397 train 7.917826 (lr=9.4739e-05) (hash(x)=24400133)
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398 train 7.912088 (lr=9.4646e-05) (hash(x)=23103223)
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| 417 |
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399 train 8.003142 (lr=9.4551e-05) (hash(x)=23486277)
|
| 418 |
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400 val loss 7.9647
|
| 419 |
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400 val perplexity 2877.6982
|
| 420 |
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400 train 7.898077 (lr=9.4457e-05) (hash(x)=23421286)
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| 421 |
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401 train 8.014518 (lr=9.4361e-05) (hash(x)=25978130)
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| 422 |
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402 train 7.992720 (lr=9.4265e-05) (hash(x)=25769432)
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403 train 8.015042 (lr=9.4168e-05) (hash(x)=28916006)
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404 train 8.014884 (lr=9.4070e-05) (hash(x)=24226056)
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405 train 8.240057 (lr=9.3971e-05) (hash(x)=33195100)
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| 426 |
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406 train 8.177874 (lr=9.3872e-05) (hash(x)=27730410)
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| 427 |
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407 train 8.036160 (lr=9.3772e-05) (hash(x)=25556929)
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| 428 |
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408 train 7.916506 (lr=9.3671e-05) (hash(x)=25991247)
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| 429 |
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409 train 8.101393 (lr=9.3569e-05) (hash(x)=29536986)
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| 430 |
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410 train 7.962565 (lr=9.3467e-05) (hash(x)=26125216)
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411 train 8.051405 (lr=9.3364e-05) (hash(x)=29648798)
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| 432 |
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412 train 7.942853 (lr=9.3260e-05) (hash(x)=23195388)
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413 train 7.938233 (lr=9.3155e-05) (hash(x)=23124767)
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414 train 7.991045 (lr=9.3050e-05) (hash(x)=25713275)
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| 435 |
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415 train 7.861063 (lr=9.2944e-05) (hash(x)=24976217)
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416 train 8.049006 (lr=9.2837e-05) (hash(x)=27500801)
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417 train 7.878024 (lr=9.2729e-05) (hash(x)=23632825)
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418 train 7.954999 (lr=9.2621e-05) (hash(x)=24456276)
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419 train 8.110435 (lr=9.2512e-05) (hash(x)=31019606)
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420 train 8.095550 (lr=9.2402e-05) (hash(x)=25027904)
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421 train 8.000123 (lr=9.2292e-05) (hash(x)=28236580)
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422 train 7.923436 (lr=9.2181e-05) (hash(x)=25386473)
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423 train 7.996744 (lr=9.2069e-05) (hash(x)=28269421)
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424 train 7.672778 (lr=9.1956e-05) (hash(x)=24308447)
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425 train 7.883312 (lr=9.1843e-05) (hash(x)=25563279)
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426 train 8.014158 (lr=9.1729e-05) (hash(x)=26152637)
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427 train 8.020092 (lr=9.1614e-05) (hash(x)=24865358)
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428 train 7.809392 (lr=9.1499e-05) (hash(x)=22230964)
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429 train 7.731553 (lr=9.1382e-05) (hash(x)=22155546)
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430 train 7.971404 (lr=9.1266e-05) (hash(x)=29142319)
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431 train 7.781676 (lr=9.1148e-05) (hash(x)=26984272)
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432 train 7.894748 (lr=9.1030e-05) (hash(x)=27077032)
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433 train 7.904703 (lr=9.0911e-05) (hash(x)=23193673)
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434 train 7.957410 (lr=9.0791e-05) (hash(x)=27112558)
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435 train 7.986318 (lr=9.0671e-05) (hash(x)=24544116)
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436 train 7.989131 (lr=9.0550e-05) (hash(x)=25890184)
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437 train 7.839506 (lr=9.0428e-05) (hash(x)=24547533)
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438 train 7.999065 (lr=9.0306e-05) (hash(x)=27467688)
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| 459 |
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439 train 7.778264 (lr=9.0182e-05) (hash(x)=22059850)
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440 train 7.992395 (lr=9.0059e-05) (hash(x)=23893130)
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441 train 7.898538 (lr=8.9934e-05) (hash(x)=25994573)
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442 train 7.902876 (lr=8.9809e-05) (hash(x)=26577783)
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443 train 7.895796 (lr=8.9683e-05) (hash(x)=23926632)
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| 464 |
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444 train 7.828486 (lr=8.9557e-05) (hash(x)=23574207)
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445 train 7.729926 (lr=8.9430e-05) (hash(x)=27111369)
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| 466 |
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446 train 7.941661 (lr=8.9302e-05) (hash(x)=23979820)
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447 train 7.899097 (lr=8.9173e-05) (hash(x)=27025333)
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| 468 |
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448 train 7.745211 (lr=8.9044e-05) (hash(x)=22846386)
|
| 469 |
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449 train 7.694888 (lr=8.8914e-05) (hash(x)=16908068)
|
| 470 |
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450 val loss 7.8549
|
| 471 |
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450 val perplexity 2578.2766
|
| 472 |
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450 train 7.850267 (lr=8.8784e-05) (hash(x)=25664727)
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| 473 |
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451 train 7.899023 (lr=8.8653e-05) (hash(x)=29120407)
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| 474 |
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452 train 7.948782 (lr=8.8521e-05) (hash(x)=25564213)
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453 train 7.982290 (lr=8.8388e-05) (hash(x)=27092710)
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| 476 |
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454 train 7.846152 (lr=8.8255e-05) (hash(x)=28533197)
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| 477 |
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455 train 7.752515 (lr=8.8122e-05) (hash(x)=23827393)
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| 478 |
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456 train 7.679630 (lr=8.7987e-05) (hash(x)=24154233)
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| 479 |
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457 train 7.931724 (lr=8.7852e-05) (hash(x)=32812727)
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458 train 7.811368 (lr=8.7717e-05) (hash(x)=26305435)
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| 481 |
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459 train 7.930490 (lr=8.7580e-05) (hash(x)=27230027)
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| 482 |
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460 train 7.787232 (lr=8.7444e-05) (hash(x)=23532437)
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461 train 7.892492 (lr=8.7306e-05) (hash(x)=25703381)
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462 train 7.884911 (lr=8.7168e-05) (hash(x)=26961429)
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| 485 |
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463 train 7.707123 (lr=8.7029e-05) (hash(x)=24968260)
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| 486 |
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464 train 7.791509 (lr=8.6890e-05) (hash(x)=24854265)
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465 train 7.746077 (lr=8.6750e-05) (hash(x)=25676468)
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466 train 7.868931 (lr=8.6609e-05) (hash(x)=25503865)
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| 489 |
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467 train 7.839814 (lr=8.6468e-05) (hash(x)=27544803)
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| 490 |
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468 train 7.829498 (lr=8.6326e-05) (hash(x)=24658683)
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469 train 7.842686 (lr=8.6184e-05) (hash(x)=24331407)
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470 train 7.860165 (lr=8.6041e-05) (hash(x)=21892556)
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471 train 7.747561 (lr=8.5897e-05) (hash(x)=26540663)
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472 train 7.771288 (lr=8.5753e-05) (hash(x)=26819462)
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473 train 7.864779 (lr=8.5608e-05) (hash(x)=25532657)
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474 train 7.928006 (lr=8.5462e-05) (hash(x)=26515570)
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475 train 8.046780 (lr=8.5316e-05) (hash(x)=25856625)
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476 train 7.705584 (lr=8.5170e-05) (hash(x)=25260471)
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477 train 7.818718 (lr=8.5022e-05) (hash(x)=23437426)
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478 train 7.920829 (lr=8.4875e-05) (hash(x)=25961833)
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479 train 7.714629 (lr=8.4726e-05) (hash(x)=23164356)
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480 train 7.762531 (lr=8.4577e-05) (hash(x)=25052665)
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481 train 7.852869 (lr=8.4428e-05) (hash(x)=25957896)
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482 train 7.879270 (lr=8.4278e-05) (hash(x)=24723263)
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483 train 7.859634 (lr=8.4127e-05) (hash(x)=25646282)
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484 train 7.842199 (lr=8.3976e-05) (hash(x)=25851993)
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485 train 7.912834 (lr=8.3824e-05) (hash(x)=21513584)
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486 train 7.715232 (lr=8.3672e-05) (hash(x)=26017176)
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487 train 7.871733 (lr=8.3519e-05) (hash(x)=23843233)
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488 train 7.842238 (lr=8.3366e-05) (hash(x)=21476847)
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| 511 |
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489 train 7.677542 (lr=8.3212e-05) (hash(x)=23226697)
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490 train 7.451546 (lr=8.3057e-05) (hash(x)=19772969)
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491 train 7.758326 (lr=8.2902e-05) (hash(x)=24506028)
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492 train 7.769519 (lr=8.2746e-05) (hash(x)=21077417)
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493 train 7.749755 (lr=8.2590e-05) (hash(x)=26024321)
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494 train 7.877829 (lr=8.2434e-05) (hash(x)=27786174)
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495 train 7.768178 (lr=8.2276e-05) (hash(x)=22781277)
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496 train 7.831873 (lr=8.2119e-05) (hash(x)=24459895)
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497 train 7.831679 (lr=8.1960e-05) (hash(x)=24451843)
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498 train 7.814331 (lr=8.1801e-05) (hash(x)=21116390)
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| 521 |
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499 train 7.728621 (lr=8.1642e-05) (hash(x)=24948650)
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| 522 |
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500 val loss 7.7873
|
| 523 |
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500 val perplexity 2409.7715
|
| 524 |
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500 train 7.753311 (lr=8.1482e-05) (hash(x)=25617781)
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501 train 7.697995 (lr=8.1322e-05) (hash(x)=25559534)
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| 526 |
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502 train 7.815330 (lr=8.1161e-05) (hash(x)=25546274)
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503 train 7.821017 (lr=8.1000e-05) (hash(x)=26373991)
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504 train 7.759289 (lr=8.0838e-05) (hash(x)=26410662)
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505 train 7.987728 (lr=8.0676e-05) (hash(x)=27756673)
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506 train 7.891615 (lr=8.0513e-05) (hash(x)=23661686)
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507 train 7.762277 (lr=8.0349e-05) (hash(x)=23402396)
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508 train 7.873063 (lr=8.0186e-05) (hash(x)=26547918)
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509 train 7.820776 (lr=8.0021e-05) (hash(x)=28250354)
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510 train 7.845766 (lr=7.9856e-05) (hash(x)=25598861)
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511 train 7.670006 (lr=7.9691e-05) (hash(x)=21562133)
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512 train 7.920454 (lr=7.9525e-05) (hash(x)=25312391)
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513 train 7.931112 (lr=7.9359e-05) (hash(x)=27253861)
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514 train 7.819691 (lr=7.9192e-05) (hash(x)=26795921)
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515 train 7.828576 (lr=7.9025e-05) (hash(x)=25009210)
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516 train 7.749927 (lr=7.8858e-05) (hash(x)=26254538)
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517 train 7.636095 (lr=7.8689e-05) (hash(x)=23052577)
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518 train 7.975102 (lr=7.8521e-05) (hash(x)=23667224)
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519 train 7.779010 (lr=7.8352e-05) (hash(x)=27161811)
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520 train 7.775244 (lr=7.8182e-05) (hash(x)=26313522)
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521 train 7.802114 (lr=7.8012e-05) (hash(x)=27302459)
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522 train 7.938920 (lr=7.7842e-05) (hash(x)=26837963)
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523 train 7.812513 (lr=7.7671e-05) (hash(x)=29515100)
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524 train 7.768843 (lr=7.7500e-05) (hash(x)=26674478)
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525 train 7.716802 (lr=7.7328e-05) (hash(x)=25318001)
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526 train 7.837920 (lr=7.7156e-05) (hash(x)=25174043)
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527 train 7.691401 (lr=7.6984e-05) (hash(x)=25305929)
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528 train 7.879487 (lr=7.6811e-05) (hash(x)=26175477)
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529 train 7.659453 (lr=7.6637e-05) (hash(x)=24339043)
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530 train 7.888689 (lr=7.6463e-05) (hash(x)=25412772)
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531 train 7.739210 (lr=7.6289e-05) (hash(x)=26808543)
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532 train 7.618253 (lr=7.6115e-05) (hash(x)=24738650)
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533 train 7.628334 (lr=7.5940e-05) (hash(x)=25763991)
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534 train 7.905653 (lr=7.5764e-05) (hash(x)=28182190)
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535 train 7.722682 (lr=7.5588e-05) (hash(x)=25669509)
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536 train 7.879704 (lr=7.5412e-05) (hash(x)=25616522)
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537 train 7.836187 (lr=7.5235e-05) (hash(x)=27676869)
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538 train 7.789387 (lr=7.5058e-05) (hash(x)=26316170)
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539 train 7.788942 (lr=7.4881e-05) (hash(x)=28435805)
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540 train 7.758497 (lr=7.4703e-05) (hash(x)=26869022)
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541 train 7.671610 (lr=7.4525e-05) (hash(x)=23455211)
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542 train 7.833405 (lr=7.4346e-05) (hash(x)=29321187)
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543 train 7.896886 (lr=7.4167e-05) (hash(x)=26482758)
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544 train 7.649776 (lr=7.3988e-05) (hash(x)=26046639)
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545 train 7.755075 (lr=7.3808e-05) (hash(x)=27068280)
|
| 570 |
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546 train 7.683715 (lr=7.3628e-05) (hash(x)=26782091)
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| 571 |
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547 train 7.815842 (lr=7.3448e-05) (hash(x)=24929929)
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| 572 |
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548 train 7.747647 (lr=7.3267e-05) (hash(x)=25950541)
|
| 573 |
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549 train 7.677628 (lr=7.3086e-05) (hash(x)=25373676)
|
| 574 |
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550 val loss 7.7434
|
| 575 |
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550 val perplexity 2306.3184
|
| 576 |
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550 train 7.730602 (lr=7.2904e-05) (hash(x)=27283187)
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| 577 |
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551 train 7.709369 (lr=7.2723e-05) (hash(x)=25043037)
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| 578 |
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552 train 7.797846 (lr=7.2540e-05) (hash(x)=27027534)
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| 579 |
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553 train 7.742583 (lr=7.2358e-05) (hash(x)=27906976)
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554 train 7.743201 (lr=7.2175e-05) (hash(x)=23889709)
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555 train 8.432260 (lr=7.1992e-05) (hash(x)=29151257)
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556 train 7.874847 (lr=7.1808e-05) (hash(x)=21307974)
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| 583 |
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557 train 7.779875 (lr=7.1624e-05) (hash(x)=26405613)
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| 584 |
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558 train 7.568102 (lr=7.1440e-05) (hash(x)=24233887)
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| 585 |
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559 train 7.550921 (lr=7.1256e-05) (hash(x)=26400365)
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| 586 |
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560 train 7.816962 (lr=7.1071e-05) (hash(x)=22293114)
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561 train 7.648985 (lr=7.0886e-05) (hash(x)=23971905)
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562 train 7.602998 (lr=7.0701e-05) (hash(x)=20076502)
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| 589 |
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563 train 7.731240 (lr=7.0515e-05) (hash(x)=24098812)
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| 590 |
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564 train 7.785452 (lr=7.0329e-05) (hash(x)=27610410)
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| 591 |
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565 train 7.804211 (lr=7.0143e-05) (hash(x)=29402976)
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566 train 7.471817 (lr=6.9956e-05) (hash(x)=19032564)
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567 train 7.711669 (lr=6.9769e-05) (hash(x)=20967666)
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568 train 7.582003 (lr=6.9582e-05) (hash(x)=22666342)
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569 train 7.758421 (lr=6.9394e-05) (hash(x)=24287610)
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570 train 7.918939 (lr=6.9207e-05) (hash(x)=28637634)
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571 train 8.090188 (lr=6.9019e-05) (hash(x)=28667963)
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572 train 7.871489 (lr=6.8830e-05) (hash(x)=23621685)
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573 train 7.648467 (lr=6.8642e-05) (hash(x)=25974316)
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574 train 7.672780 (lr=6.8453e-05) (hash(x)=24487710)
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575 train 7.964065 (lr=6.8264e-05) (hash(x)=27083417)
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576 train 7.502601 (lr=6.8075e-05) (hash(x)=22850633)
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577 train 7.851356 (lr=6.7885e-05) (hash(x)=28605205)
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578 train 7.648702 (lr=6.7695e-05) (hash(x)=24786468)
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579 train 7.665360 (lr=6.7505e-05) (hash(x)=23649001)
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580 train 7.756144 (lr=6.7315e-05) (hash(x)=26473994)
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581 train 7.546936 (lr=6.7124e-05) (hash(x)=25921700)
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582 train 7.579129 (lr=6.6933e-05) (hash(x)=24117626)
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583 train 7.949737 (lr=6.6742e-05) (hash(x)=31338300)
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| 610 |
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584 train 7.620744 (lr=6.6551e-05) (hash(x)=21337692)
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585 train 7.747930 (lr=6.6360e-05) (hash(x)=23862328)
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586 train 7.762220 (lr=6.6168e-05) (hash(x)=24380098)
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587 train 7.634292 (lr=6.5976e-05) (hash(x)=30603174)
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588 train 7.926414 (lr=6.5784e-05) (hash(x)=30882548)
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589 train 7.543739 (lr=6.5592e-05) (hash(x)=23603806)
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| 616 |
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590 train 7.716879 (lr=6.5399e-05) (hash(x)=24382442)
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| 617 |
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591 train 7.632149 (lr=6.5206e-05) (hash(x)=24830965)
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| 618 |
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592 train 7.736012 (lr=6.5013e-05) (hash(x)=25547480)
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| 619 |
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593 train 7.808901 (lr=6.4820e-05) (hash(x)=32488729)
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| 620 |
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594 train 8.019091 (lr=6.4627e-05) (hash(x)=31331643)
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| 621 |
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595 train 7.813828 (lr=6.4433e-05) (hash(x)=27269893)
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| 622 |
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596 train 7.630206 (lr=6.4240e-05) (hash(x)=23278725)
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| 623 |
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597 train 7.744902 (lr=6.4046e-05) (hash(x)=25215077)
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| 624 |
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598 train 7.683950 (lr=6.3852e-05) (hash(x)=22442404)
|
| 625 |
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599 train 7.632875 (lr=6.3658e-05) (hash(x)=24825041)
|
| 626 |
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600 val loss 7.6991
|
| 627 |
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600 val perplexity 2206.3130
|
| 628 |
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600 train 7.779371 (lr=6.3463e-05) (hash(x)=25590276)
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| 629 |
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601 train 7.699202 (lr=6.3269e-05) (hash(x)=25893804)
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| 630 |
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602 train 7.586247 (lr=6.3074e-05) (hash(x)=22222468)
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603 train 7.587089 (lr=6.2879e-05) (hash(x)=22724871)
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| 632 |
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604 train 7.615715 (lr=6.2684e-05) (hash(x)=25140744)
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| 633 |
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605 train 7.702605 (lr=6.2489e-05) (hash(x)=27317554)
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| 634 |
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606 train 7.658985 (lr=6.2294e-05) (hash(x)=26692343)
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| 635 |
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607 train 7.472412 (lr=6.2098e-05) (hash(x)=24683717)
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| 636 |
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608 train 7.613105 (lr=6.1903e-05) (hash(x)=26849303)
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609 train 7.697630 (lr=6.1707e-05) (hash(x)=21584083)
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610 train 7.819031 (lr=6.1511e-05) (hash(x)=26059939)
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611 train 7.832165 (lr=6.1315e-05) (hash(x)=26190337)
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612 train 7.738771 (lr=6.1119e-05) (hash(x)=23663918)
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613 train 7.650105 (lr=6.0923e-05) (hash(x)=22249019)
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614 train 7.729262 (lr=6.0726e-05) (hash(x)=25779849)
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| 643 |
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615 train 7.687661 (lr=6.0530e-05) (hash(x)=23086289)
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616 train 7.813433 (lr=6.0333e-05) (hash(x)=27523941)
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| 645 |
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617 train 7.982520 (lr=6.0137e-05) (hash(x)=28047044)
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618 train 7.716504 (lr=5.9940e-05) (hash(x)=25125498)
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619 train 7.569838 (lr=5.9743e-05) (hash(x)=23593875)
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620 train 7.633795 (lr=5.9546e-05) (hash(x)=25117733)
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621 train 7.652703 (lr=5.9349e-05) (hash(x)=26059735)
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622 train 7.631871 (lr=5.9152e-05) (hash(x)=23028679)
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623 train 7.529600 (lr=5.8955e-05) (hash(x)=22414190)
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624 train 7.669950 (lr=5.8758e-05) (hash(x)=22223137)
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625 train 7.823971 (lr=5.8560e-05) (hash(x)=24204591)
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626 train 7.552416 (lr=5.8363e-05) (hash(x)=22922475)
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627 train 7.716341 (lr=5.8165e-05) (hash(x)=26758114)
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628 train 7.607426 (lr=5.7968e-05) (hash(x)=25358064)
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629 train 7.695556 (lr=5.7770e-05) (hash(x)=20084233)
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630 train 7.666682 (lr=5.7573e-05) (hash(x)=26395104)
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631 train 7.493793 (lr=5.7375e-05) (hash(x)=21563184)
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632 train 7.737299 (lr=5.7177e-05) (hash(x)=25207694)
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633 train 7.586671 (lr=5.6979e-05) (hash(x)=23861489)
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634 train 7.829515 (lr=5.6782e-05) (hash(x)=23471007)
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635 train 7.578623 (lr=5.6584e-05) (hash(x)=19218470)
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636 train 7.678704 (lr=5.6386e-05) (hash(x)=22944035)
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637 train 7.729545 (lr=5.6188e-05) (hash(x)=28469562)
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638 train 7.926088 (lr=5.5990e-05) (hash(x)=26452814)
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| 667 |
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639 train 7.799911 (lr=5.5792e-05) (hash(x)=25588469)
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| 668 |
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640 train 7.666831 (lr=5.5594e-05) (hash(x)=24788298)
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| 669 |
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641 train 7.800921 (lr=5.5396e-05) (hash(x)=25236367)
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| 670 |
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642 train 7.568877 (lr=5.5198e-05) (hash(x)=23069067)
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| 671 |
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643 train 7.938192 (lr=5.5000e-05) (hash(x)=30433767)
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| 672 |
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644 train 8.138870 (lr=5.4802e-05) (hash(x)=29268881)
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| 673 |
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645 train 7.779850 (lr=5.4604e-05) (hash(x)=26302626)
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| 674 |
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646 train 7.897844 (lr=5.4406e-05) (hash(x)=24749682)
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647 train 7.439370 (lr=5.4208e-05) (hash(x)=17851621)
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648 train 7.631240 (lr=5.4010e-05) (hash(x)=25620741)
|
| 677 |
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649 train 8.140253 (lr=5.3812e-05) (hash(x)=27028191)
|
| 678 |
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650 val loss 7.6809
|
| 679 |
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650 val perplexity 2166.6021
|
| 680 |
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650 train 7.809146 (lr=5.3614e-05) (hash(x)=27590299)
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651 train 7.908608 (lr=5.3416e-05) (hash(x)=25183690)
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| 682 |
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652 train 7.803892 (lr=5.3218e-05) (hash(x)=31114252)
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653 train 7.955293 (lr=5.3021e-05) (hash(x)=26182243)
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654 train 8.035484 (lr=5.2823e-05) (hash(x)=30419908)
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655 train 7.921749 (lr=5.2625e-05) (hash(x)=27040642)
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656 train 7.710411 (lr=5.2427e-05) (hash(x)=26240761)
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657 train 7.732761 (lr=5.2230e-05) (hash(x)=24489607)
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658 train 7.870761 (lr=5.2032e-05) (hash(x)=25012872)
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659 train 7.435538 (lr=5.1835e-05) (hash(x)=22183303)
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660 train 7.731437 (lr=5.1637e-05) (hash(x)=27682633)
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661 train 7.806808 (lr=5.1440e-05) (hash(x)=28844646)
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662 train 8.378026 (lr=5.1242e-05) (hash(x)=31082070)
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663 train 8.013935 (lr=5.1045e-05) (hash(x)=27537063)
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664 train 7.716995 (lr=5.0848e-05) (hash(x)=26125988)
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665 train 7.811551 (lr=5.0651e-05) (hash(x)=25446686)
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666 train 7.818001 (lr=5.0454e-05) (hash(x)=19819857)
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667 train 7.469242 (lr=5.0257e-05) (hash(x)=19492832)
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668 train 7.654526 (lr=5.0060e-05) (hash(x)=23741214)
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669 train 7.656859 (lr=4.9863e-05) (hash(x)=25484958)
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670 train 7.647113 (lr=4.9667e-05) (hash(x)=25525370)
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671 train 7.776371 (lr=4.9470e-05) (hash(x)=25951629)
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672 train 8.036814 (lr=4.9274e-05) (hash(x)=28557663)
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673 train 7.524099 (lr=4.9077e-05) (hash(x)=23462798)
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674 train 7.510583 (lr=4.8881e-05) (hash(x)=27320280)
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675 train 7.778380 (lr=4.8685e-05) (hash(x)=22408682)
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676 train 7.564774 (lr=4.8489e-05) (hash(x)=22230799)
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677 train 7.997296 (lr=4.8293e-05) (hash(x)=31317970)
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678 train 7.575196 (lr=4.8097e-05) (hash(x)=24020983)
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679 train 7.621708 (lr=4.7902e-05) (hash(x)=27633457)
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680 train 7.502813 (lr=4.7706e-05) (hash(x)=23766987)
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681 train 7.669285 (lr=4.7511e-05) (hash(x)=23729283)
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682 train 7.844398 (lr=4.7316e-05) (hash(x)=25975834)
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683 train 7.736680 (lr=4.7121e-05) (hash(x)=27635080)
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684 train 7.714621 (lr=4.6926e-05) (hash(x)=27181156)
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685 train 7.757821 (lr=4.6731e-05) (hash(x)=25918780)
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686 train 7.726954 (lr=4.6537e-05) (hash(x)=22370417)
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687 train 7.568861 (lr=4.6342e-05) (hash(x)=22287596)
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688 train 7.579237 (lr=4.6148e-05) (hash(x)=21584419)
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689 train 7.631186 (lr=4.5954e-05) (hash(x)=22694623)
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690 train 7.762285 (lr=4.5760e-05) (hash(x)=30820846)
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| 721 |
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691 train 8.260849 (lr=4.5567e-05) (hash(x)=35895440)
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| 722 |
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692 train 7.769084 (lr=4.5373e-05) (hash(x)=27058657)
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| 723 |
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693 train 7.669861 (lr=4.5180e-05) (hash(x)=24298886)
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| 724 |
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694 train 7.697334 (lr=4.4987e-05) (hash(x)=27303061)
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| 725 |
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695 train 7.742071 (lr=4.4794e-05) (hash(x)=25888847)
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696 train 7.602031 (lr=4.4601e-05) (hash(x)=21267641)
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| 727 |
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697 train 8.008384 (lr=4.4408e-05) (hash(x)=30860646)
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| 728 |
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698 train 7.687947 (lr=4.4216e-05) (hash(x)=26881837)
|
| 729 |
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699 train 7.782543 (lr=4.4024e-05) (hash(x)=26518800)
|
| 730 |
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700 val loss 7.6735
|
| 731 |
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700 val perplexity 2150.6499
|
| 732 |
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700 train 7.787914 (lr=4.3832e-05) (hash(x)=25863277)
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| 733 |
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701 train 7.571774 (lr=4.3640e-05) (hash(x)=25385523)
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| 734 |
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702 train 7.617644 (lr=4.3449e-05) (hash(x)=23362519)
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| 735 |
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703 train 8.035971 (lr=4.3258e-05) (hash(x)=37519283)
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| 736 |
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704 train 8.073067 (lr=4.3067e-05) (hash(x)=23392584)
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705 train 8.100092 (lr=4.2876e-05) (hash(x)=20564397)
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706 train 7.787432 (lr=4.2685e-05) (hash(x)=27065499)
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707 train 7.688785 (lr=4.2495e-05) (hash(x)=25141945)
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708 train 7.841002 (lr=4.2305e-05) (hash(x)=25466598)
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709 train 7.631757 (lr=4.2115e-05) (hash(x)=22717866)
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710 train 8.228502 (lr=4.1925e-05) (hash(x)=29648992)
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711 train 7.967737 (lr=4.1736e-05) (hash(x)=28527939)
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712 train 7.602393 (lr=4.1547e-05) (hash(x)=25134784)
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713 train 8.101931 (lr=4.1358e-05) (hash(x)=32757059)
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714 train 7.602934 (lr=4.1170e-05) (hash(x)=24145729)
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715 train 7.574712 (lr=4.0981e-05) (hash(x)=21942471)
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716 train 7.719856 (lr=4.0793e-05) (hash(x)=25325444)
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717 train 8.002458 (lr=4.0606e-05) (hash(x)=24247339)
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718 train 7.700689 (lr=4.0418e-05) (hash(x)=24142989)
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719 train 7.662145 (lr=4.0231e-05) (hash(x)=24955630)
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720 train 7.725366 (lr=4.0044e-05) (hash(x)=25491335)
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721 train 7.824761 (lr=3.9857e-05) (hash(x)=21368780)
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722 train 7.746728 (lr=3.9671e-05) (hash(x)=27146278)
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723 train 7.610024 (lr=3.9485e-05) (hash(x)=25541230)
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724 train 7.650712 (lr=3.9299e-05) (hash(x)=25375355)
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725 train 7.530919 (lr=3.9114e-05) (hash(x)=23098806)
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726 train 7.537552 (lr=3.8929e-05) (hash(x)=22061174)
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727 train 7.553737 (lr=3.8744e-05) (hash(x)=23501481)
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728 train 7.749593 (lr=3.8560e-05) (hash(x)=24656430)
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729 train 7.493769 (lr=3.8376e-05) (hash(x)=23802681)
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730 train 7.569107 (lr=3.8192e-05) (hash(x)=23496118)
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731 train 7.717530 (lr=3.8008e-05) (hash(x)=22754988)
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732 train 7.457503 (lr=3.7825e-05) (hash(x)=21461650)
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733 train 7.524594 (lr=3.7642e-05) (hash(x)=22183009)
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734 train 7.631665 (lr=3.7460e-05) (hash(x)=22300616)
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735 train 7.426915 (lr=3.7277e-05) (hash(x)=23475070)
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736 train 7.649411 (lr=3.7096e-05) (hash(x)=24508407)
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737 train 7.707459 (lr=3.6914e-05) (hash(x)=23359061)
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738 train 7.616834 (lr=3.6733e-05) (hash(x)=22588667)
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739 train 7.714833 (lr=3.6552e-05) (hash(x)=23609959)
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740 train 7.682714 (lr=3.6372e-05) (hash(x)=25394852)
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| 773 |
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741 train 7.523766 (lr=3.6192e-05) (hash(x)=22408449)
|
| 774 |
+
742 train 7.675414 (lr=3.6012e-05) (hash(x)=26947398)
|
| 775 |
+
743 train 7.414140 (lr=3.5833e-05) (hash(x)=23441847)
|
| 776 |
+
744 train 7.537478 (lr=3.5654e-05) (hash(x)=23101350)
|
| 777 |
+
745 train 7.550110 (lr=3.5475e-05) (hash(x)=23676365)
|
| 778 |
+
746 train 7.719032 (lr=3.5297e-05) (hash(x)=26488811)
|
| 779 |
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747 train 7.750334 (lr=3.5119e-05) (hash(x)=23096292)
|
| 780 |
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748 train 7.768732 (lr=3.4942e-05) (hash(x)=24512380)
|
| 781 |
+
749 train 7.696436 (lr=3.4765e-05) (hash(x)=27706294)
|
| 782 |
+
750 val loss 7.6445
|
| 783 |
+
750 val perplexity 2089.1770
|
| 784 |
+
750 train 7.622089 (lr=3.4588e-05) (hash(x)=21892472)
|
| 785 |
+
751 train 7.614200 (lr=3.4412e-05) (hash(x)=26171093)
|
| 786 |
+
752 train 7.624597 (lr=3.4236e-05) (hash(x)=23191101)
|
| 787 |
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753 train 8.019724 (lr=3.4060e-05) (hash(x)=34946941)
|
| 788 |
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754 train 7.825703 (lr=3.3885e-05) (hash(x)=25569942)
|
| 789 |
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755 train 7.372855 (lr=3.3711e-05) (hash(x)=20060838)
|
| 790 |
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756 train 7.478687 (lr=3.3537e-05) (hash(x)=24581020)
|
| 791 |
+
757 train 7.482943 (lr=3.3363e-05) (hash(x)=21591702)
|
| 792 |
+
758 train 7.521377 (lr=3.3189e-05) (hash(x)=21870012)
|
| 793 |
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759 train 7.635319 (lr=3.3016e-05) (hash(x)=25451055)
|
| 794 |
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760 train 7.383495 (lr=3.2844e-05) (hash(x)=18989695)
|
| 795 |
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761 train 7.058500 (lr=3.2672e-05) (hash(x)=18691455)
|
| 796 |
+
762 train 7.462986 (lr=3.2500e-05) (hash(x)=22406503)
|
| 797 |
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763 train 7.654760 (lr=3.2329e-05) (hash(x)=24934792)
|
| 798 |
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764 train 7.542640 (lr=3.2158e-05) (hash(x)=24249677)
|
| 799 |
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765 train 7.446667 (lr=3.1988e-05) (hash(x)=23864361)
|
| 800 |
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766 train 7.445629 (lr=3.1818e-05) (hash(x)=21549554)
|
| 801 |
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767 train 7.625589 (lr=3.1648e-05) (hash(x)=25367597)
|
| 802 |
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768 train 7.796278 (lr=3.1479e-05) (hash(x)=24409290)
|
| 803 |
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769 train 7.565759 (lr=3.1311e-05) (hash(x)=27016702)
|
| 804 |
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770 train 7.751408 (lr=3.1142e-05) (hash(x)=25520453)
|
| 805 |
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771 train 7.568425 (lr=3.0975e-05) (hash(x)=25022148)
|
| 806 |
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772 train 7.745041 (lr=3.0808e-05) (hash(x)=25010319)
|
| 807 |
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773 train 7.615832 (lr=3.0641e-05) (hash(x)=24459012)
|
| 808 |
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774 train 7.653831 (lr=3.0475e-05) (hash(x)=26528670)
|
| 809 |
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775 train 7.645749 (lr=3.0309e-05) (hash(x)=25431365)
|
| 810 |
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776 train 7.502379 (lr=3.0144e-05) (hash(x)=24229522)
|
| 811 |
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777 train 7.695449 (lr=2.9979e-05) (hash(x)=25958785)
|
| 812 |
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778 train 7.592598 (lr=2.9814e-05) (hash(x)=22882640)
|
| 813 |
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779 train 7.957471 (lr=2.9651e-05) (hash(x)=29307788)
|
| 814 |
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780 train 7.521873 (lr=2.9487e-05) (hash(x)=23167825)
|
| 815 |
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781 train 7.594881 (lr=2.9324e-05) (hash(x)=24965435)
|
| 816 |
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782 train 7.455843 (lr=2.9162e-05) (hash(x)=23772949)
|
| 817 |
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783 train 7.670658 (lr=2.9000e-05) (hash(x)=25651929)
|
| 818 |
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784 train 7.601382 (lr=2.8839e-05) (hash(x)=23146724)
|
| 819 |
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785 train 7.645479 (lr=2.8678e-05) (hash(x)=28451031)
|
| 820 |
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786 train 7.663624 (lr=2.8518e-05) (hash(x)=23796771)
|
| 821 |
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787 train 7.685363 (lr=2.8358e-05) (hash(x)=26312387)
|
| 822 |
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788 train 7.568400 (lr=2.8199e-05) (hash(x)=21257377)
|
| 823 |
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789 train 7.723933 (lr=2.8040e-05) (hash(x)=25326650)
|
| 824 |
+
790 train 7.604388 (lr=2.7881e-05) (hash(x)=24605603)
|
| 825 |
+
791 train 7.553473 (lr=2.7724e-05) (hash(x)=23804913)
|
| 826 |
+
792 train 7.763256 (lr=2.7566e-05) (hash(x)=24322926)
|
| 827 |
+
793 train 7.762107 (lr=2.7410e-05) (hash(x)=25537529)
|
| 828 |
+
794 train 7.481017 (lr=2.7254e-05) (hash(x)=25707197)
|
| 829 |
+
795 train 7.670818 (lr=2.7098e-05) (hash(x)=26115519)
|
| 830 |
+
796 train 7.592053 (lr=2.6943e-05) (hash(x)=24850654)
|
| 831 |
+
797 train 7.551762 (lr=2.6788e-05) (hash(x)=25494804)
|
| 832 |
+
798 train 7.586142 (lr=2.6634e-05) (hash(x)=21972022)
|
| 833 |
+
799 train 7.866730 (lr=2.6481e-05) (hash(x)=23210747)
|
| 834 |
+
800 val loss 7.6386
|
| 835 |
+
800 val perplexity 2076.7825
|
| 836 |
+
800 train 7.643985 (lr=2.6328e-05) (hash(x)=17064773)
|
| 837 |
+
801 train 7.603842 (lr=2.6176e-05) (hash(x)=15717069)
|
| 838 |
+
802 train 7.684797 (lr=2.6024e-05) (hash(x)=16189636)
|
| 839 |
+
803 train 7.482850 (lr=2.5873e-05) (hash(x)=18463712)
|
| 840 |
+
804 train 7.635897 (lr=2.5722e-05) (hash(x)=19970072)
|
| 841 |
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805 train 7.703615 (lr=2.5572e-05) (hash(x)=20705573)
|
| 842 |
+
806 train 7.567783 (lr=2.5423e-05) (hash(x)=22913147)
|
| 843 |
+
807 train 7.639965 (lr=2.5274e-05) (hash(x)=23245699)
|
| 844 |
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808 train 7.626671 (lr=2.5125e-05) (hash(x)=27121904)
|
| 845 |
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809 train 7.527898 (lr=2.4978e-05) (hash(x)=23444521)
|
| 846 |
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810 train 7.475498 (lr=2.4830e-05) (hash(x)=20917937)
|
| 847 |
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811 train 7.536948 (lr=2.4684e-05) (hash(x)=21770300)
|
| 848 |
+
812 train 8.614824 (lr=2.4538e-05) (hash(x)=24642519)
|
| 849 |
+
813 train 7.791303 (lr=2.4392e-05) (hash(x)=23334569)
|
| 850 |
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814 train 7.396803 (lr=2.4247e-05) (hash(x)=21796200)
|
| 851 |
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815 train 7.431859 (lr=2.4103e-05) (hash(x)=25387532)
|
| 852 |
+
816 train 7.342999 (lr=2.3959e-05) (hash(x)=22203733)
|
| 853 |
+
817 train 7.934273 (lr=2.3816e-05) (hash(x)=29466743)
|
| 854 |
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818 train 7.626596 (lr=2.3674e-05) (hash(x)=21756102)
|
| 855 |
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819 train 7.667036 (lr=2.3532e-05) (hash(x)=27718703)
|
| 856 |
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820 train 7.641782 (lr=2.3391e-05) (hash(x)=22978681)
|
| 857 |
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821 train 7.690335 (lr=2.3250e-05) (hash(x)=17631973)
|
| 858 |
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822 train 7.754877 (lr=2.3110e-05) (hash(x)=27947891)
|
| 859 |
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823 train 7.662114 (lr=2.2971e-05) (hash(x)=27661052)
|
| 860 |
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824 train 7.445637 (lr=2.2832e-05) (hash(x)=23061452)
|
| 861 |
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825 train 7.539428 (lr=2.2694e-05) (hash(x)=22244096)
|
| 862 |
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826 train 7.569288 (lr=2.2556e-05) (hash(x)=25389713)
|
| 863 |
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827 train 7.671076 (lr=2.2420e-05) (hash(x)=26538928)
|
| 864 |
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828 train 7.745315 (lr=2.2283e-05) (hash(x)=25685569)
|
| 865 |
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829 train 7.498966 (lr=2.2148e-05) (hash(x)=26256802)
|
| 866 |
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830 train 7.799363 (lr=2.2013e-05) (hash(x)=24412323)
|
| 867 |
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831 train 7.659465 (lr=2.1878e-05) (hash(x)=21772654)
|
| 868 |
+
832 train 7.541817 (lr=2.1745e-05) (hash(x)=25456825)
|
| 869 |
+
833 train 7.881545 (lr=2.1612e-05) (hash(x)=25026277)
|
| 870 |
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834 train 7.800159 (lr=2.1479e-05) (hash(x)=26855439)
|
| 871 |
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835 train 7.799935 (lr=2.1347e-05) (hash(x)=26263254)
|
| 872 |
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836 train 7.821570 (lr=2.1216e-05) (hash(x)=21917396)
|
| 873 |
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837 train 7.614340 (lr=2.1086e-05) (hash(x)=24726314)
|
| 874 |
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838 train 7.523699 (lr=2.0956e-05) (hash(x)=24375100)
|
| 875 |
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839 train 7.551291 (lr=2.0827e-05) (hash(x)=23552356)
|
| 876 |
+
840 train 7.658912 (lr=2.0698e-05) (hash(x)=25343112)
|
| 877 |
+
841 train 7.615695 (lr=2.0570e-05) (hash(x)=26699819)
|
| 878 |
+
842 train 7.907065 (lr=2.0443e-05) (hash(x)=25218858)
|
| 879 |
+
843 train 8.049483 (lr=2.0317e-05) (hash(x)=22707141)
|
| 880 |
+
844 train 7.934984 (lr=2.0191e-05) (hash(x)=29168269)
|
| 881 |
+
845 train 8.029676 (lr=2.0066e-05) (hash(x)=25676149)
|
| 882 |
+
846 train 7.573329 (lr=1.9941e-05) (hash(x)=24324401)
|
| 883 |
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847 train 7.902899 (lr=1.9818e-05) (hash(x)=34234481)
|
| 884 |
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848 train 7.622798 (lr=1.9694e-05) (hash(x)=24511386)
|
| 885 |
+
849 train 7.629669 (lr=1.9572e-05) (hash(x)=25401624)
|
| 886 |
+
850 val loss 7.6406
|
| 887 |
+
850 val perplexity 2080.9448
|
| 888 |
+
850 train 7.605271 (lr=1.9450e-05) (hash(x)=22340685)
|
| 889 |
+
851 train 7.933499 (lr=1.9329e-05) (hash(x)=35008670)
|
| 890 |
+
852 train 7.937935 (lr=1.9209e-05) (hash(x)=29662286)
|
| 891 |
+
853 train 7.828029 (lr=1.9089e-05) (hash(x)=25682280)
|
| 892 |
+
854 train 7.813427 (lr=1.8970e-05) (hash(x)=27686498)
|
| 893 |
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855 train 7.640196 (lr=1.8852e-05) (hash(x)=25891543)
|
| 894 |
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856 train 7.586551 (lr=1.8734e-05) (hash(x)=22538881)
|
| 895 |
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857 train 7.651596 (lr=1.8618e-05) (hash(x)=25962407)
|
| 896 |
+
858 train 7.573223 (lr=1.8501e-05) (hash(x)=24819073)
|
| 897 |
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859 train 7.471816 (lr=1.8386e-05) (hash(x)=21971224)
|
| 898 |
+
860 train 7.443999 (lr=1.8271e-05) (hash(x)=20951317)
|
| 899 |
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861 train 7.870314 (lr=1.8157e-05) (hash(x)=30838142)
|
| 900 |
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862 train 7.708407 (lr=1.8044e-05) (hash(x)=23102419)
|
| 901 |
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863 train 7.700505 (lr=1.7931e-05) (hash(x)=27312186)
|
| 902 |
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864 train 8.104451 (lr=1.7819e-05) (hash(x)=30920030)
|
| 903 |
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865 train 7.512696 (lr=1.7708e-05) (hash(x)=23657081)
|
| 904 |
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866 train 8.013491 (lr=1.7598e-05) (hash(x)=35351214)
|
| 905 |
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867 train 7.506133 (lr=1.7488e-05) (hash(x)=22163749)
|
| 906 |
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868 train 7.376035 (lr=1.7379e-05) (hash(x)=24629160)
|
| 907 |
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869 train 7.493510 (lr=1.7271e-05) (hash(x)=24829818)
|
| 908 |
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870 train 7.833752 (lr=1.7163e-05) (hash(x)=25424550)
|
| 909 |
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871 train 7.607903 (lr=1.7056e-05) (hash(x)=25942888)
|
| 910 |
+
872 train 7.725047 (lr=1.6950e-05) (hash(x)=26418501)
|
| 911 |
+
873 train 7.602732 (lr=1.6845e-05) (hash(x)=23785671)
|
| 912 |
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874 train 7.751019 (lr=1.6740e-05) (hash(x)=25097859)
|
| 913 |
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875 train 7.584238 (lr=1.6636e-05) (hash(x)=25493916)
|
| 914 |
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876 train 7.777052 (lr=1.6533e-05) (hash(x)=19819210)
|
| 915 |
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877 train 7.859134 (lr=1.6431e-05) (hash(x)=28618702)
|
| 916 |
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878 train 8.025672 (lr=1.6329e-05) (hash(x)=29707907)
|
| 917 |
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879 train 7.738074 (lr=1.6228e-05) (hash(x)=24289951)
|
| 918 |
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880 train 7.579609 (lr=1.6128e-05) (hash(x)=25147026)
|
| 919 |
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881 train 7.699232 (lr=1.6029e-05) (hash(x)=26331486)
|
| 920 |
+
882 train 7.672817 (lr=1.5930e-05) (hash(x)=25885126)
|
| 921 |
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883 train 7.596989 (lr=1.5832e-05) (hash(x)=23648671)
|
| 922 |
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884 train 7.445858 (lr=1.5735e-05) (hash(x)=20252079)
|
| 923 |
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885 train 7.710497 (lr=1.5639e-05) (hash(x)=27292797)
|
| 924 |
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886 train 7.262682 (lr=1.5543e-05) (hash(x)=18317379)
|
| 925 |
+
887 train 7.594328 (lr=1.5449e-05) (hash(x)=24992055)
|
| 926 |
+
888 train 7.974067 (lr=1.5354e-05) (hash(x)=24734221)
|
| 927 |
+
889 train 7.826250 (lr=1.5261e-05) (hash(x)=24398330)
|
| 928 |
+
890 train 7.597431 (lr=1.5169e-05) (hash(x)=23573984)
|
| 929 |
+
891 train 7.701459 (lr=1.5077e-05) (hash(x)=26005549)
|
| 930 |
+
892 train 7.491080 (lr=1.4986e-05) (hash(x)=22583878)
|
| 931 |
+
893 train 7.778744 (lr=1.4896e-05) (hash(x)=30259737)
|
| 932 |
+
894 train 7.710117 (lr=1.4806e-05) (hash(x)=25196470)
|
| 933 |
+
895 train 7.547873 (lr=1.4718e-05) (hash(x)=21046554)
|
| 934 |
+
896 train 7.741303 (lr=1.4630e-05) (hash(x)=25454371)
|
| 935 |
+
897 train 7.525836 (lr=1.4543e-05) (hash(x)=18773877)
|
| 936 |
+
898 train 7.548968 (lr=1.4456e-05) (hash(x)=24645168)
|
| 937 |
+
899 train 7.727813 (lr=1.4371e-05) (hash(x)=26321539)
|
| 938 |
+
900 val loss 7.6293
|
| 939 |
+
900 val perplexity 2057.5811
|
| 940 |
+
900 train 7.650787 (lr=1.4286e-05) (hash(x)=25722713)
|
| 941 |
+
901 train 7.556557 (lr=1.4202e-05) (hash(x)=22850804)
|
| 942 |
+
902 train 7.671810 (lr=1.4119e-05) (hash(x)=22503524)
|
| 943 |
+
903 train 7.696234 (lr=1.4037e-05) (hash(x)=27807872)
|
| 944 |
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904 train 7.704907 (lr=1.3955e-05) (hash(x)=25845590)
|
| 945 |
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905 train 7.595258 (lr=1.3874e-05) (hash(x)=25545137)
|
| 946 |
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906 train 7.750066 (lr=1.3794e-05) (hash(x)=25471231)
|
| 947 |
+
907 train 7.544093 (lr=1.3715e-05) (hash(x)=21555364)
|
| 948 |
+
908 train 7.656128 (lr=1.3637e-05) (hash(x)=24474988)
|
| 949 |
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909 train 7.708959 (lr=1.3559e-05) (hash(x)=27243798)
|
| 950 |
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910 train 7.579549 (lr=1.3482e-05) (hash(x)=24419085)
|
| 951 |
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911 train 7.551946 (lr=1.3407e-05) (hash(x)=26325324)
|
| 952 |
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912 train 7.501114 (lr=1.3331e-05) (hash(x)=24822111)
|
| 953 |
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913 train 7.563728 (lr=1.3257e-05) (hash(x)=26228728)
|
| 954 |
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914 train 7.762024 (lr=1.3183e-05) (hash(x)=24707042)
|
| 955 |
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915 train 7.777285 (lr=1.3111e-05) (hash(x)=24956294)
|
| 956 |
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916 train 7.440916 (lr=1.3039e-05) (hash(x)=23424737)
|
| 957 |
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917 train 7.817878 (lr=1.2968e-05) (hash(x)=25592289)
|
| 958 |
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918 train 7.586237 (lr=1.2897e-05) (hash(x)=26826109)
|
| 959 |
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919 train 7.616658 (lr=1.2828e-05) (hash(x)=24429389)
|
| 960 |
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920 train 7.587954 (lr=1.2759e-05) (hash(x)=24747421)
|
| 961 |
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921 train 7.654936 (lr=1.2691e-05) (hash(x)=28733708)
|
| 962 |
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922 train 7.738257 (lr=1.2624e-05) (hash(x)=29704803)
|
| 963 |
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923 train 7.923301 (lr=1.2558e-05) (hash(x)=27929846)
|
| 964 |
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924 train 7.667874 (lr=1.2493e-05) (hash(x)=18961171)
|
| 965 |
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925 train 7.620592 (lr=1.2428e-05) (hash(x)=22417476)
|
| 966 |
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926 train 7.683595 (lr=1.2364e-05) (hash(x)=26364120)
|
| 967 |
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927 train 7.743367 (lr=1.2301e-05) (hash(x)=25282897)
|
| 968 |
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928 train 7.543608 (lr=1.2239e-05) (hash(x)=22082503)
|
| 969 |
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929 train 7.503415 (lr=1.2178e-05) (hash(x)=22278062)
|
| 970 |
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930 train 7.561129 (lr=1.2118e-05) (hash(x)=24271468)
|
| 971 |
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931 train 7.501224 (lr=1.2058e-05) (hash(x)=26802508)
|
| 972 |
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932 train 8.200258 (lr=1.1999e-05) (hash(x)=33468379)
|
| 973 |
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933 train 7.395924 (lr=1.1941e-05) (hash(x)=22094832)
|
| 974 |
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934 train 7.582695 (lr=1.1884e-05) (hash(x)=26759850)
|
| 975 |
+
935 train 7.769766 (lr=1.1828e-05) (hash(x)=28390416)
|
| 976 |
+
936 train 7.871329 (lr=1.1772e-05) (hash(x)=22727956)
|
| 977 |
+
937 train 7.807997 (lr=1.1718e-05) (hash(x)=26379331)
|
| 978 |
+
938 train 7.952809 (lr=1.1664e-05) (hash(x)=25048158)
|
| 979 |
+
939 train 7.814912 (lr=1.1611e-05) (hash(x)=26292451)
|
| 980 |
+
940 train 7.667743 (lr=1.1559e-05) (hash(x)=23336031)
|
| 981 |
+
941 train 7.846426 (lr=1.1508e-05) (hash(x)=26301866)
|
| 982 |
+
942 train 7.994064 (lr=1.1457e-05) (hash(x)=26687040)
|
| 983 |
+
943 train 7.546209 (lr=1.1408e-05) (hash(x)=22915344)
|
| 984 |
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944 train 7.571156 (lr=1.1359e-05) (hash(x)=19831900)
|
| 985 |
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945 train 7.672693 (lr=1.1311e-05) (hash(x)=25448318)
|
| 986 |
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946 train 7.633951 (lr=1.1264e-05) (hash(x)=24993116)
|
| 987 |
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947 train 7.813816 (lr=1.1218e-05) (hash(x)=24744383)
|
| 988 |
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948 train 7.562504 (lr=1.1173e-05) (hash(x)=23731849)
|
| 989 |
+
949 train 7.509165 (lr=1.1128e-05) (hash(x)=22835201)
|
| 990 |
+
950 val loss 7.6353
|
| 991 |
+
950 val perplexity 2070.0051
|
| 992 |
+
950 train 7.495546 (lr=1.1085e-05) (hash(x)=24652361)
|
| 993 |
+
951 train 7.731914 (lr=1.1042e-05) (hash(x)=26284678)
|
| 994 |
+
952 train 7.655455 (lr=1.1000e-05) (hash(x)=27522881)
|
| 995 |
+
953 train 7.620192 (lr=1.0959e-05) (hash(x)=24745936)
|
| 996 |
+
954 train 7.479528 (lr=1.0919e-05) (hash(x)=21973969)
|
| 997 |
+
955 train 7.478342 (lr=1.0879e-05) (hash(x)=21654269)
|
| 998 |
+
956 train 7.497247 (lr=1.0841e-05) (hash(x)=21708739)
|
| 999 |
+
957 train 7.853351 (lr=1.0803e-05) (hash(x)=32387999)
|
| 1000 |
+
958 train 8.322100 (lr=1.0766e-05) (hash(x)=32662682)
|
| 1001 |
+
959 train 8.309869 (lr=1.0730e-05) (hash(x)=29466268)
|
| 1002 |
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960 train 8.248133 (lr=1.0695e-05) (hash(x)=28372973)
|
| 1003 |
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961 train 8.277311 (lr=1.0661e-05) (hash(x)=30736727)
|
| 1004 |
+
962 train 8.227760 (lr=1.0628e-05) (hash(x)=29935562)
|
| 1005 |
+
963 train 8.268118 (lr=1.0595e-05) (hash(x)=32616762)
|
| 1006 |
+
964 train 8.214703 (lr=1.0563e-05) (hash(x)=32861403)
|
| 1007 |
+
965 train 8.246642 (lr=1.0533e-05) (hash(x)=29358578)
|
| 1008 |
+
966 train 8.272852 (lr=1.0503e-05) (hash(x)=31218966)
|
| 1009 |
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967 train 8.345358 (lr=1.0474e-05) (hash(x)=32201138)
|
| 1010 |
+
968 train 8.241787 (lr=1.0445e-05) (hash(x)=30545133)
|
| 1011 |
+
969 train 8.452784 (lr=1.0418e-05) (hash(x)=30041621)
|
| 1012 |
+
970 train 8.246517 (lr=1.0391e-05) (hash(x)=30371023)
|
| 1013 |
+
971 train 8.412689 (lr=1.0366e-05) (hash(x)=33683468)
|
| 1014 |
+
972 train 8.312199 (lr=1.0341e-05) (hash(x)=29809830)
|
| 1015 |
+
973 train 7.724546 (lr=1.0317e-05) (hash(x)=26837755)
|
| 1016 |
+
974 train 7.711532 (lr=1.0294e-05) (hash(x)=26084089)
|
| 1017 |
+
975 train 7.841079 (lr=1.0272e-05) (hash(x)=27498125)
|
| 1018 |
+
976 train 8.094208 (lr=1.0251e-05) (hash(x)=34478395)
|
| 1019 |
+
977 train 7.736024 (lr=1.0230e-05) (hash(x)=22372507)
|
| 1020 |
+
978 train 7.669850 (lr=1.0211e-05) (hash(x)=25638879)
|
| 1021 |
+
979 train 7.523422 (lr=1.0192e-05) (hash(x)=25164318)
|
| 1022 |
+
980 train 7.698132 (lr=1.0174e-05) (hash(x)=27271900)
|
| 1023 |
+
981 train 7.613483 (lr=1.0157e-05) (hash(x)=26562947)
|
| 1024 |
+
982 train 7.641259 (lr=1.0141e-05) (hash(x)=24917192)
|
| 1025 |
+
983 train 7.553860 (lr=1.0126e-05) (hash(x)=25690221)
|
| 1026 |
+
984 train 7.796426 (lr=1.0111e-05) (hash(x)=24807841)
|
| 1027 |
+
985 train 7.533139 (lr=1.0098e-05) (hash(x)=21947305)
|
| 1028 |
+
986 train 7.543126 (lr=1.0085e-05) (hash(x)=22195089)
|
| 1029 |
+
987 train 7.663280 (lr=1.0074e-05) (hash(x)=29031550)
|
| 1030 |
+
988 train 7.773809 (lr=1.0063e-05) (hash(x)=29395823)
|
| 1031 |
+
989 train 7.704870 (lr=1.0053e-05) (hash(x)=26551589)
|
| 1032 |
+
990 train 7.666689 (lr=1.0044e-05) (hash(x)=23689487)
|
| 1033 |
+
991 train 7.758269 (lr=1.0035e-05) (hash(x)=24094093)
|
| 1034 |
+
992 train 7.499237 (lr=1.0028e-05) (hash(x)=24106453)
|
| 1035 |
+
993 train 7.556653 (lr=1.0021e-05) (hash(x)=23639076)
|
| 1036 |
+
994 train 7.665761 (lr=1.0016e-05) (hash(x)=25107314)
|
| 1037 |
+
995 train 10.815391 (lr=1.0011e-05) (hash(x)=61455960)
|
| 1038 |
+
996 train 11.865571 (lr=1.0007e-05) (hash(x)=63899424)
|
| 1039 |
+
997 train 11.879715 (lr=1.0004e-05) (hash(x)=65636572)
|
| 1040 |
+
998 train 12.410354 (lr=1.0002e-05) (hash(x)=71578682)
|
| 1041 |
+
999 val loss 7.6360
|
| 1042 |
+
999 val perplexity 2071.4438
|
| 1043 |
+
999 train 11.325349 (lr=1.0000e-05) (hash(x)=61104710)
|
lr1e-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 sha256:2a626404b1a9ef230678d63355b4873840a0bb6b7519006b78a2181c07297777
|
| 3 |
+
size 48156226
|
lr1e-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 sha256:18f9e3e4e543973755d8868c5b69b495310d7f4a689dfa12e0f1d6fa0c28f567
|
| 3 |
+
size 71157574
|