Upload folder using huggingface_hub
Browse files- lr3e-3_total_batch_size20480_seq_len512/args.json +1 -0
- lr3e-3_total_batch_size20480_seq_len512/dataloader_00999.pt +3 -0
- lr3e-3_total_batch_size20480_seq_len512/log2.txt +1043 -0
- lr3e-3_total_batch_size20480_seq_len512/model_00999.pt +3 -0
- lr3e-3_total_batch_size20480_seq_len512/optimizer_00999.pt +3 -0
lr3e-3_total_batch_size20480_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr3e-3_total_batch_size20480_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_2", "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": 20480, "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": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr3e-3_total_batch_size20480_seq_len512/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a8513131d2bf732f8f6d97ff82d32c505b2a2f3f9f2247bac315bb09ce0e1f97
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size 964
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lr3e-3_total_batch_size20480_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 11.774407 (lr=1.0490e-05) (hash(x)=27234506)
|
| 5 |
+
1 train 11.734957 (lr=2.0979e-05) (hash(x)=20782690)
|
| 6 |
+
2 train 11.728184 (lr=3.1469e-05) (hash(x)=26532095)
|
| 7 |
+
3 train 11.657902 (lr=4.1958e-05) (hash(x)=23890908)
|
| 8 |
+
4 train 11.624018 (lr=5.2448e-05) (hash(x)=24011372)
|
| 9 |
+
5 train 11.491178 (lr=6.2937e-05) (hash(x)=24611628)
|
| 10 |
+
6 train 11.382491 (lr=7.3427e-05) (hash(x)=19245352)
|
| 11 |
+
7 train 11.221613 (lr=8.3916e-05) (hash(x)=25767553)
|
| 12 |
+
8 train 11.101578 (lr=9.4406e-05) (hash(x)=24809873)
|
| 13 |
+
9 train 10.976390 (lr=1.0490e-04) (hash(x)=22512166)
|
| 14 |
+
10 train 10.794262 (lr=1.1538e-04) (hash(x)=28092148)
|
| 15 |
+
11 train 10.702009 (lr=1.2587e-04) (hash(x)=24732833)
|
| 16 |
+
12 train 10.615644 (lr=1.3636e-04) (hash(x)=22694718)
|
| 17 |
+
13 train 10.514603 (lr=1.4685e-04) (hash(x)=25129410)
|
| 18 |
+
14 train 10.476822 (lr=1.5734e-04) (hash(x)=27858570)
|
| 19 |
+
15 train 10.356726 (lr=1.6783e-04) (hash(x)=26582391)
|
| 20 |
+
16 train 10.326472 (lr=1.7832e-04) (hash(x)=27279806)
|
| 21 |
+
17 train 10.284825 (lr=1.8881e-04) (hash(x)=26472336)
|
| 22 |
+
18 train 10.251107 (lr=1.9930e-04) (hash(x)=28301589)
|
| 23 |
+
19 train 10.207313 (lr=2.0979e-04) (hash(x)=27654289)
|
| 24 |
+
20 train 10.162497 (lr=2.2028e-04) (hash(x)=24995715)
|
| 25 |
+
21 train 10.107504 (lr=2.3077e-04) (hash(x)=26559876)
|
| 26 |
+
22 train 10.024425 (lr=2.4126e-04) (hash(x)=28364895)
|
| 27 |
+
23 train 10.025440 (lr=2.5175e-04) (hash(x)=21770329)
|
| 28 |
+
24 train 10.051819 (lr=2.6224e-04) (hash(x)=24628606)
|
| 29 |
+
25 train 9.938678 (lr=2.7273e-04) (hash(x)=22723459)
|
| 30 |
+
26 train 9.795247 (lr=2.8322e-04) (hash(x)=22897919)
|
| 31 |
+
27 train 9.950988 (lr=2.9371e-04) (hash(x)=30338342)
|
| 32 |
+
28 train 9.787160 (lr=3.0420e-04) (hash(x)=27063280)
|
| 33 |
+
29 train 9.717479 (lr=3.1469e-04) (hash(x)=25678059)
|
| 34 |
+
30 train 9.552927 (lr=3.2517e-04) (hash(x)=21853028)
|
| 35 |
+
31 train 9.525123 (lr=3.3566e-04) (hash(x)=26109335)
|
| 36 |
+
32 train 9.512399 (lr=3.4615e-04) (hash(x)=25334848)
|
| 37 |
+
33 train 9.387586 (lr=3.5664e-04) (hash(x)=25044885)
|
| 38 |
+
34 train 9.374243 (lr=3.6713e-04) (hash(x)=23678349)
|
| 39 |
+
35 train 9.381580 (lr=3.7762e-04) (hash(x)=28870690)
|
| 40 |
+
36 train 9.301183 (lr=3.8811e-04) (hash(x)=32982615)
|
| 41 |
+
37 train 9.346842 (lr=3.9860e-04) (hash(x)=35279941)
|
| 42 |
+
38 train 9.190553 (lr=4.0909e-04) (hash(x)=26400041)
|
| 43 |
+
39 train 8.973139 (lr=4.1958e-04) (hash(x)=25015923)
|
| 44 |
+
40 train 8.849054 (lr=4.3007e-04) (hash(x)=24853586)
|
| 45 |
+
41 train 8.825850 (lr=4.4056e-04) (hash(x)=26740855)
|
| 46 |
+
42 train 8.594728 (lr=4.5105e-04) (hash(x)=24584116)
|
| 47 |
+
43 train 8.624332 (lr=4.6154e-04) (hash(x)=22262151)
|
| 48 |
+
44 train 8.542684 (lr=4.7203e-04) (hash(x)=26627860)
|
| 49 |
+
45 train 8.401657 (lr=4.8252e-04) (hash(x)=26621834)
|
| 50 |
+
46 train 8.439075 (lr=4.9301e-04) (hash(x)=26930630)
|
| 51 |
+
47 train 8.273438 (lr=5.0350e-04) (hash(x)=23234741)
|
| 52 |
+
48 train 8.313539 (lr=5.1399e-04) (hash(x)=28102443)
|
| 53 |
+
49 train 8.539777 (lr=5.2448e-04) (hash(x)=25470563)
|
| 54 |
+
50 val loss 8.2499
|
| 55 |
+
50 val perplexity 3827.0601
|
| 56 |
+
50 train 8.317603 (lr=5.3497e-04) (hash(x)=28282861)
|
| 57 |
+
51 train 8.245094 (lr=5.4545e-04) (hash(x)=21799102)
|
| 58 |
+
52 train 8.115021 (lr=5.5594e-04) (hash(x)=23471769)
|
| 59 |
+
53 train 8.076307 (lr=5.6643e-04) (hash(x)=23275479)
|
| 60 |
+
54 train 8.150254 (lr=5.7692e-04) (hash(x)=24473581)
|
| 61 |
+
55 train 8.054639 (lr=5.8741e-04) (hash(x)=22091862)
|
| 62 |
+
56 train 8.046779 (lr=5.9790e-04) (hash(x)=26018202)
|
| 63 |
+
57 train 7.948277 (lr=6.0839e-04) (hash(x)=17430373)
|
| 64 |
+
58 train 7.703851 (lr=6.1888e-04) (hash(x)=24078083)
|
| 65 |
+
59 train 7.911138 (lr=6.2937e-04) (hash(x)=22954861)
|
| 66 |
+
60 train 8.077868 (lr=6.3986e-04) (hash(x)=28695016)
|
| 67 |
+
61 train 8.054693 (lr=6.5035e-04) (hash(x)=26671799)
|
| 68 |
+
62 train 8.055908 (lr=6.6084e-04) (hash(x)=23166092)
|
| 69 |
+
63 train 7.887484 (lr=6.7133e-04) (hash(x)=26924723)
|
| 70 |
+
64 train 7.959543 (lr=6.8182e-04) (hash(x)=25138659)
|
| 71 |
+
65 train 8.051960 (lr=6.9231e-04) (hash(x)=23557495)
|
| 72 |
+
66 train 7.868886 (lr=7.0280e-04) (hash(x)=25288123)
|
| 73 |
+
67 train 7.752593 (lr=7.1329e-04) (hash(x)=27804380)
|
| 74 |
+
68 train 7.990045 (lr=7.2378e-04) (hash(x)=26993263)
|
| 75 |
+
69 train 8.049271 (lr=7.3427e-04) (hash(x)=26654908)
|
| 76 |
+
70 train 7.857317 (lr=7.4476e-04) (hash(x)=27347722)
|
| 77 |
+
71 train 7.890500 (lr=7.5524e-04) (hash(x)=23627518)
|
| 78 |
+
72 train 7.745518 (lr=7.6573e-04) (hash(x)=21768671)
|
| 79 |
+
73 train 7.844417 (lr=7.7622e-04) (hash(x)=21889990)
|
| 80 |
+
74 train 7.733242 (lr=7.8671e-04) (hash(x)=23665838)
|
| 81 |
+
75 train 8.116943 (lr=7.9720e-04) (hash(x)=22528001)
|
| 82 |
+
76 train 7.883326 (lr=8.0769e-04) (hash(x)=22487328)
|
| 83 |
+
77 train 8.071822 (lr=8.1818e-04) (hash(x)=29248942)
|
| 84 |
+
78 train 7.824840 (lr=8.2867e-04) (hash(x)=23543273)
|
| 85 |
+
79 train 7.795044 (lr=8.3916e-04) (hash(x)=25533417)
|
| 86 |
+
80 train 7.932984 (lr=8.4965e-04) (hash(x)=25552036)
|
| 87 |
+
81 train 7.722288 (lr=8.6014e-04) (hash(x)=20612533)
|
| 88 |
+
82 train 7.469649 (lr=8.7063e-04) (hash(x)=20216795)
|
| 89 |
+
83 train 7.836080 (lr=8.8112e-04) (hash(x)=24677740)
|
| 90 |
+
84 train 7.544708 (lr=8.9161e-04) (hash(x)=16722715)
|
| 91 |
+
85 train 7.815243 (lr=9.0210e-04) (hash(x)=25347203)
|
| 92 |
+
86 train 7.822248 (lr=9.1259e-04) (hash(x)=24272489)
|
| 93 |
+
87 train 7.946124 (lr=9.2308e-04) (hash(x)=28922363)
|
| 94 |
+
88 train 7.877947 (lr=9.3357e-04) (hash(x)=25510798)
|
| 95 |
+
89 train 7.850759 (lr=9.4406e-04) (hash(x)=25631397)
|
| 96 |
+
90 train 7.664144 (lr=9.5455e-04) (hash(x)=21333676)
|
| 97 |
+
91 train 7.969671 (lr=9.6503e-04) (hash(x)=26237983)
|
| 98 |
+
92 train 7.808350 (lr=9.7552e-04) (hash(x)=25976502)
|
| 99 |
+
93 train 7.820788 (lr=9.8601e-04) (hash(x)=24742645)
|
| 100 |
+
94 train 7.935299 (lr=9.9650e-04) (hash(x)=27086333)
|
| 101 |
+
95 train 7.816861 (lr=1.0070e-03) (hash(x)=26157660)
|
| 102 |
+
96 train 7.846170 (lr=1.0175e-03) (hash(x)=23616370)
|
| 103 |
+
97 train 7.578517 (lr=1.0280e-03) (hash(x)=22582169)
|
| 104 |
+
98 train 7.672332 (lr=1.0385e-03) (hash(x)=26233189)
|
| 105 |
+
99 train 7.871157 (lr=1.0490e-03) (hash(x)=26431960)
|
| 106 |
+
100 val loss 7.8077
|
| 107 |
+
100 val perplexity 2459.3525
|
| 108 |
+
100 train 7.924748 (lr=1.0594e-03) (hash(x)=30707498)
|
| 109 |
+
101 train 7.828882 (lr=1.0699e-03) (hash(x)=25716176)
|
| 110 |
+
102 train 7.823374 (lr=1.0804e-03) (hash(x)=26256420)
|
| 111 |
+
103 train 7.855412 (lr=1.0909e-03) (hash(x)=28019788)
|
| 112 |
+
104 train 7.791597 (lr=1.1014e-03) (hash(x)=23510110)
|
| 113 |
+
105 train 7.778003 (lr=1.1119e-03) (hash(x)=20382963)
|
| 114 |
+
106 train 7.665036 (lr=1.1224e-03) (hash(x)=25339466)
|
| 115 |
+
107 train 7.689520 (lr=1.1329e-03) (hash(x)=24489647)
|
| 116 |
+
108 train 7.670721 (lr=1.1434e-03) (hash(x)=22927699)
|
| 117 |
+
109 train 7.808705 (lr=1.1538e-03) (hash(x)=25128502)
|
| 118 |
+
110 train 7.796720 (lr=1.1643e-03) (hash(x)=25808969)
|
| 119 |
+
111 train 7.781571 (lr=1.1748e-03) (hash(x)=25231390)
|
| 120 |
+
112 train 7.626089 (lr=1.1853e-03) (hash(x)=21154388)
|
| 121 |
+
113 train 7.566475 (lr=1.1958e-03) (hash(x)=22708977)
|
| 122 |
+
114 train 8.024735 (lr=1.2063e-03) (hash(x)=27258353)
|
| 123 |
+
115 train 7.779997 (lr=1.2168e-03) (hash(x)=24364920)
|
| 124 |
+
116 train 7.889498 (lr=1.2273e-03) (hash(x)=27243972)
|
| 125 |
+
117 train 7.936576 (lr=1.2378e-03) (hash(x)=24932925)
|
| 126 |
+
118 train 7.773919 (lr=1.2483e-03) (hash(x)=26371091)
|
| 127 |
+
119 train 7.727289 (lr=1.2587e-03) (hash(x)=26913684)
|
| 128 |
+
120 train 7.923633 (lr=1.2692e-03) (hash(x)=29239611)
|
| 129 |
+
121 train 7.577542 (lr=1.2797e-03) (hash(x)=18017792)
|
| 130 |
+
122 train 7.756227 (lr=1.2902e-03) (hash(x)=27574089)
|
| 131 |
+
123 train 7.837070 (lr=1.3007e-03) (hash(x)=28613882)
|
| 132 |
+
124 train 7.810490 (lr=1.3112e-03) (hash(x)=26981914)
|
| 133 |
+
125 train 7.775507 (lr=1.3217e-03) (hash(x)=22652243)
|
| 134 |
+
126 train 7.572736 (lr=1.3322e-03) (hash(x)=15446025)
|
| 135 |
+
127 train 7.672573 (lr=1.3427e-03) (hash(x)=27194521)
|
| 136 |
+
128 train 7.670260 (lr=1.3531e-03) (hash(x)=25264518)
|
| 137 |
+
129 train 7.890049 (lr=1.3636e-03) (hash(x)=24936836)
|
| 138 |
+
130 train 7.921948 (lr=1.3741e-03) (hash(x)=28197282)
|
| 139 |
+
131 train 7.859503 (lr=1.3846e-03) (hash(x)=24765578)
|
| 140 |
+
132 train 7.915826 (lr=1.3951e-03) (hash(x)=27448185)
|
| 141 |
+
133 train 7.881388 (lr=1.4056e-03) (hash(x)=23107416)
|
| 142 |
+
134 train 7.784338 (lr=1.4161e-03) (hash(x)=26755138)
|
| 143 |
+
135 train 7.807302 (lr=1.4266e-03) (hash(x)=29314255)
|
| 144 |
+
136 train 7.764961 (lr=1.4371e-03) (hash(x)=22112669)
|
| 145 |
+
137 train 7.728633 (lr=1.4476e-03) (hash(x)=24013079)
|
| 146 |
+
138 train 7.748622 (lr=1.4580e-03) (hash(x)=22537194)
|
| 147 |
+
139 train 7.935742 (lr=1.4685e-03) (hash(x)=25322001)
|
| 148 |
+
140 train 7.958761 (lr=1.4790e-03) (hash(x)=27028126)
|
| 149 |
+
141 train 7.944808 (lr=1.4895e-03) (hash(x)=26690440)
|
| 150 |
+
142 train 7.886997 (lr=1.5000e-03) (hash(x)=26967331)
|
| 151 |
+
143 train 7.717066 (lr=1.5105e-03) (hash(x)=22598512)
|
| 152 |
+
144 train 7.846643 (lr=1.5210e-03) (hash(x)=24697985)
|
| 153 |
+
145 train 7.613437 (lr=1.5315e-03) (hash(x)=18473911)
|
| 154 |
+
146 train 7.716681 (lr=1.5420e-03) (hash(x)=23172124)
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147 train 8.294428 (lr=1.5524e-03) (hash(x)=22322442)
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148 train 8.087004 (lr=1.5629e-03) (hash(x)=29659121)
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149 train 8.092625 (lr=1.5734e-03) (hash(x)=26324153)
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150 val loss 8.1299
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| 159 |
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150 val perplexity 3394.4277
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| 160 |
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150 train 8.172068 (lr=1.5839e-03) (hash(x)=26939970)
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151 train 8.349751 (lr=1.5944e-03) (hash(x)=23446058)
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152 train 8.211806 (lr=1.6049e-03) (hash(x)=29981801)
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153 train 8.045858 (lr=1.6154e-03) (hash(x)=24843741)
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154 train 7.915380 (lr=1.6259e-03) (hash(x)=22855363)
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155 train 7.741583 (lr=1.6364e-03) (hash(x)=23197102)
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156 train 7.904635 (lr=1.6469e-03) (hash(x)=25704919)
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157 train 8.231151 (lr=1.6573e-03) (hash(x)=23054940)
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158 train 8.186505 (lr=1.6678e-03) (hash(x)=24909904)
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159 train 7.895777 (lr=1.6783e-03) (hash(x)=27140757)
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160 train 7.758314 (lr=1.6888e-03) (hash(x)=25993110)
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161 train 7.779690 (lr=1.6993e-03) (hash(x)=25149419)
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162 train 7.933845 (lr=1.7098e-03) (hash(x)=27623643)
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163 train 7.906970 (lr=1.7203e-03) (hash(x)=24727764)
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164 train 7.364115 (lr=1.7308e-03) (hash(x)=23155773)
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165 train 7.699077 (lr=1.7413e-03) (hash(x)=21935931)
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166 train 7.563475 (lr=1.7517e-03) (hash(x)=20054917)
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167 train 7.839293 (lr=1.7622e-03) (hash(x)=27606073)
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168 train 7.946065 (lr=1.7727e-03) (hash(x)=26534487)
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169 train 7.756315 (lr=1.7832e-03) (hash(x)=22450341)
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170 train 7.917379 (lr=1.7937e-03) (hash(x)=25013073)
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171 train 8.064950 (lr=1.8042e-03) (hash(x)=25945859)
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172 train 7.798339 (lr=1.8147e-03) (hash(x)=24418091)
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174 train 7.872874 (lr=1.8357e-03) (hash(x)=26386157)
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175 train 7.787004 (lr=1.8462e-03) (hash(x)=24396519)
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177 train 7.893404 (lr=1.8671e-03) (hash(x)=29138828)
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178 train 7.902524 (lr=1.8776e-03) (hash(x)=24265353)
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179 train 7.871665 (lr=1.8881e-03) (hash(x)=24685515)
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183 train 7.846412 (lr=1.9301e-03) (hash(x)=28767869)
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184 train 7.877602 (lr=1.9406e-03) (hash(x)=25614301)
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185 train 7.856432 (lr=1.9510e-03) (hash(x)=21159060)
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188 train 7.838425 (lr=1.9825e-03) (hash(x)=29989709)
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189 train 7.930346 (lr=1.9930e-03) (hash(x)=25560928)
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190 train 7.859947 (lr=2.0035e-03) (hash(x)=26062687)
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191 train 8.006618 (lr=2.0140e-03) (hash(x)=28959222)
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192 train 7.814004 (lr=2.0245e-03) (hash(x)=25434884)
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193 train 7.832300 (lr=2.0350e-03) (hash(x)=21248405)
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194 train 7.765103 (lr=2.0455e-03) (hash(x)=25044192)
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195 train 7.787119 (lr=2.0559e-03) (hash(x)=25830182)
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196 train 7.797311 (lr=2.0664e-03) (hash(x)=26621419)
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197 train 7.525129 (lr=2.0769e-03) (hash(x)=25173113)
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198 train 7.728794 (lr=2.0874e-03) (hash(x)=24400133)
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| 209 |
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199 train 7.710655 (lr=2.0979e-03) (hash(x)=23486277)
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| 210 |
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200 val loss 7.7293
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| 211 |
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200 val perplexity 2274.0620
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| 212 |
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200 train 7.715982 (lr=2.1084e-03) (hash(x)=25978130)
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201 train 7.763310 (lr=2.1189e-03) (hash(x)=28916006)
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202 train 7.949074 (lr=2.1294e-03) (hash(x)=33195100)
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203 train 7.882707 (lr=2.1399e-03) (hash(x)=25556929)
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204 train 7.818490 (lr=2.1503e-03) (hash(x)=29536986)
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205 train 7.765347 (lr=2.1608e-03) (hash(x)=29648798)
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206 train 7.681680 (lr=2.1713e-03) (hash(x)=23124767)
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207 train 7.682129 (lr=2.1818e-03) (hash(x)=24976217)
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208 train 7.706589 (lr=2.1923e-03) (hash(x)=23632825)
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209 train 7.844908 (lr=2.2028e-03) (hash(x)=31019606)
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210 train 7.881783 (lr=2.2133e-03) (hash(x)=28236580)
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211 train 7.766644 (lr=2.2238e-03) (hash(x)=28269421)
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212 train 7.556601 (lr=2.2343e-03) (hash(x)=25563279)
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213 train 7.854095 (lr=2.2448e-03) (hash(x)=24865358)
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214 train 7.579433 (lr=2.2552e-03) (hash(x)=22155546)
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215 train 7.752061 (lr=2.2657e-03) (hash(x)=26984272)
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216 train 7.777660 (lr=2.2762e-03) (hash(x)=23193673)
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217 train 7.792168 (lr=2.2867e-03) (hash(x)=24544116)
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218 train 7.745127 (lr=2.2972e-03) (hash(x)=24547533)
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219 train 7.722248 (lr=2.3077e-03) (hash(x)=22059850)
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220 train 7.835535 (lr=2.3182e-03) (hash(x)=25994573)
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221 train 7.792829 (lr=2.3287e-03) (hash(x)=23926632)
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222 train 7.621464 (lr=2.3392e-03) (hash(x)=27111369)
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223 train 7.790362 (lr=2.3497e-03) (hash(x)=27025333)
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224 train 7.581903 (lr=2.3601e-03) (hash(x)=16908068)
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225 train 7.746314 (lr=2.3706e-03) (hash(x)=29120407)
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226 train 7.855801 (lr=2.3811e-03) (hash(x)=27092710)
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227 train 7.684062 (lr=2.3916e-03) (hash(x)=23827393)
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228 train 7.746810 (lr=2.4021e-03) (hash(x)=32812727)
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229 train 7.730716 (lr=2.4126e-03) (hash(x)=27230027)
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230 train 7.740616 (lr=2.4231e-03) (hash(x)=25703381)
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231 train 7.686068 (lr=2.4336e-03) (hash(x)=24968260)
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232 train 7.674274 (lr=2.4441e-03) (hash(x)=25676468)
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233 train 7.785048 (lr=2.4545e-03) (hash(x)=27544803)
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234 train 7.781841 (lr=2.4650e-03) (hash(x)=24331407)
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235 train 7.719216 (lr=2.4755e-03) (hash(x)=26540663)
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236 train 7.747620 (lr=2.4860e-03) (hash(x)=25532657)
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237 train 7.922350 (lr=2.4965e-03) (hash(x)=25856625)
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238 train 7.656663 (lr=2.5070e-03) (hash(x)=23437426)
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239 train 7.714634 (lr=2.5175e-03) (hash(x)=23164356)
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240 train 7.711842 (lr=2.5280e-03) (hash(x)=25957896)
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241 train 7.781186 (lr=2.5385e-03) (hash(x)=25646282)
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242 train 7.816673 (lr=2.5490e-03) (hash(x)=21513584)
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243 train 7.699444 (lr=2.5594e-03) (hash(x)=23843233)
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244 train 7.695591 (lr=2.5699e-03) (hash(x)=23226697)
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| 257 |
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245 train 7.591177 (lr=2.5804e-03) (hash(x)=24506028)
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| 258 |
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246 train 7.657896 (lr=2.5909e-03) (hash(x)=26024321)
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| 259 |
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247 train 7.764372 (lr=2.6014e-03) (hash(x)=22781277)
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248 train 7.763503 (lr=2.6119e-03) (hash(x)=24451843)
|
| 261 |
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249 train 7.697984 (lr=2.6224e-03) (hash(x)=24948650)
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| 262 |
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250 val loss 7.7126
|
| 263 |
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250 val perplexity 2236.3733
|
| 264 |
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250 train 7.634035 (lr=2.6329e-03) (hash(x)=25559534)
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| 265 |
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251 train 7.751667 (lr=2.6434e-03) (hash(x)=26373991)
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| 266 |
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252 train 7.793786 (lr=2.6538e-03) (hash(x)=27756673)
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253 train 7.759771 (lr=2.6643e-03) (hash(x)=23402396)
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| 268 |
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254 train 7.804548 (lr=2.6748e-03) (hash(x)=28250354)
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255 train 7.687270 (lr=2.6853e-03) (hash(x)=21562133)
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| 270 |
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256 train 7.866685 (lr=2.6958e-03) (hash(x)=27253861)
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| 271 |
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257 train 7.754948 (lr=2.7063e-03) (hash(x)=25009210)
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258 train 7.636994 (lr=2.7168e-03) (hash(x)=23052577)
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259 train 7.798805 (lr=2.7273e-03) (hash(x)=27161811)
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260 train 7.728490 (lr=2.7378e-03) (hash(x)=27302459)
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261 train 7.845384 (lr=2.7483e-03) (hash(x)=29515100)
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262 train 7.715311 (lr=2.7587e-03) (hash(x)=25318001)
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263 train 7.736711 (lr=2.7692e-03) (hash(x)=25305929)
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| 278 |
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264 train 7.748530 (lr=2.7797e-03) (hash(x)=24339043)
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265 train 7.805601 (lr=2.7902e-03) (hash(x)=26808543)
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266 train 7.587145 (lr=2.8007e-03) (hash(x)=25763991)
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267 train 7.798524 (lr=2.8112e-03) (hash(x)=25669509)
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268 train 7.830450 (lr=2.8217e-03) (hash(x)=27676869)
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269 train 7.739849 (lr=2.8322e-03) (hash(x)=28435805)
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270 train 7.683696 (lr=2.8427e-03) (hash(x)=23455211)
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271 train 7.826981 (lr=2.8531e-03) (hash(x)=26482758)
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272 train 7.680317 (lr=2.8636e-03) (hash(x)=27068280)
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273 train 7.738005 (lr=2.8741e-03) (hash(x)=24929929)
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274 train 7.706072 (lr=2.8846e-03) (hash(x)=25373676)
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275 train 7.630634 (lr=2.8951e-03) (hash(x)=25043037)
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276 train 7.722453 (lr=2.9056e-03) (hash(x)=27906976)
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277 train 8.052113 (lr=2.9161e-03) (hash(x)=29151257)
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278 train 7.770740 (lr=2.9266e-03) (hash(x)=26405613)
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279 train 7.578698 (lr=2.9371e-03) (hash(x)=26400365)
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280 train 7.749694 (lr=2.9476e-03) (hash(x)=23971905)
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281 train 7.664405 (lr=2.9580e-03) (hash(x)=24098812)
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282 train 7.809106 (lr=2.9685e-03) (hash(x)=29402976)
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283 train 7.562268 (lr=2.9790e-03) (hash(x)=20967666)
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284 train 7.664828 (lr=2.9895e-03) (hash(x)=24287610)
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| 299 |
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285 train 8.031435 (lr=3.0000e-03) (hash(x)=28667963)
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| 300 |
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286 train 7.722690 (lr=3.0000e-03) (hash(x)=25974316)
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287 train 7.863599 (lr=3.0000e-03) (hash(x)=27083417)
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288 train 7.645386 (lr=2.9999e-03) (hash(x)=28605205)
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289 train 7.624612 (lr=2.9999e-03) (hash(x)=23649001)
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290 train 7.634035 (lr=2.9998e-03) (hash(x)=25921700)
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291 train 7.743294 (lr=2.9997e-03) (hash(x)=31338300)
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292 train 7.649884 (lr=2.9995e-03) (hash(x)=23862328)
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293 train 7.696478 (lr=2.9994e-03) (hash(x)=30603174)
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| 308 |
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294 train 7.745442 (lr=2.9992e-03) (hash(x)=23603806)
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| 309 |
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295 train 7.740461 (lr=2.9989e-03) (hash(x)=24830965)
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| 310 |
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296 train 7.861807 (lr=2.9987e-03) (hash(x)=32488729)
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297 train 7.973266 (lr=2.9984e-03) (hash(x)=27269893)
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298 train 7.783968 (lr=2.9981e-03) (hash(x)=25215077)
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| 313 |
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299 train 7.736121 (lr=2.9978e-03) (hash(x)=24825041)
|
| 314 |
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300 val loss 7.7915
|
| 315 |
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300 val perplexity 2419.9070
|
| 316 |
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300 train 7.844444 (lr=2.9974e-03) (hash(x)=25893804)
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| 317 |
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301 train 7.675712 (lr=2.9971e-03) (hash(x)=22724871)
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302 train 7.698071 (lr=2.9967e-03) (hash(x)=27317554)
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303 train 7.632149 (lr=2.9962e-03) (hash(x)=24683717)
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304 train 7.734056 (lr=2.9958e-03) (hash(x)=21584083)
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305 train 7.910256 (lr=2.9953e-03) (hash(x)=26190337)
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306 train 7.802503 (lr=2.9948e-03) (hash(x)=22249019)
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307 train 7.747657 (lr=2.9942e-03) (hash(x)=23086289)
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308 train 7.906690 (lr=2.9937e-03) (hash(x)=28047044)
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309 train 7.672680 (lr=2.9931e-03) (hash(x)=23593875)
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310 train 7.696661 (lr=2.9925e-03) (hash(x)=26059735)
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311 train 7.682204 (lr=2.9918e-03) (hash(x)=22414190)
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312 train 7.912416 (lr=2.9912e-03) (hash(x)=24204591)
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313 train 7.867387 (lr=2.9905e-03) (hash(x)=26758114)
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314 train 7.944136 (lr=2.9898e-03) (hash(x)=20084233)
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315 train 7.913074 (lr=2.9890e-03) (hash(x)=21563184)
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316 train 8.025814 (lr=2.9883e-03) (hash(x)=23861489)
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317 train 8.042313 (lr=2.9875e-03) (hash(x)=19218470)
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318 train 7.998761 (lr=2.9866e-03) (hash(x)=28469562)
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319 train 8.158546 (lr=2.9858e-03) (hash(x)=25588469)
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320 train 7.951131 (lr=2.9849e-03) (hash(x)=25236367)
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321 train 7.959385 (lr=2.9840e-03) (hash(x)=30433767)
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322 train 8.121995 (lr=2.9831e-03) (hash(x)=26302626)
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324 train 8.070551 (lr=2.9812e-03) (hash(x)=27028191)
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325 train 7.982796 (lr=2.9802e-03) (hash(x)=25183690)
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326 train 7.979324 (lr=2.9791e-03) (hash(x)=26182243)
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327 train 8.042911 (lr=2.9781e-03) (hash(x)=27040642)
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328 train 7.791448 (lr=2.9770e-03) (hash(x)=24489607)
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329 train 7.713860 (lr=2.9759e-03) (hash(x)=22183303)
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330 train 7.833599 (lr=2.9748e-03) (hash(x)=28844646)
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331 train 8.241163 (lr=2.9736e-03) (hash(x)=27537063)
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332 train 7.791712 (lr=2.9724e-03) (hash(x)=25446686)
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333 train 7.658485 (lr=2.9712e-03) (hash(x)=19492832)
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334 train 7.685214 (lr=2.9700e-03) (hash(x)=25484958)
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335 train 7.723529 (lr=2.9687e-03) (hash(x)=25951629)
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336 train 7.787832 (lr=2.9675e-03) (hash(x)=23462798)
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337 train 7.692180 (lr=2.9662e-03) (hash(x)=22408682)
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338 train 7.791191 (lr=2.9648e-03) (hash(x)=31317970)
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339 train 7.636254 (lr=2.9635e-03) (hash(x)=27633457)
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340 train 7.635394 (lr=2.9621e-03) (hash(x)=23729283)
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341 train 7.850798 (lr=2.9607e-03) (hash(x)=27635080)
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342 train 7.774888 (lr=2.9592e-03) (hash(x)=25918780)
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343 train 7.681160 (lr=2.9578e-03) (hash(x)=22287596)
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344 train 7.637040 (lr=2.9563e-03) (hash(x)=22694623)
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345 train 8.021022 (lr=2.9548e-03) (hash(x)=35895440)
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| 362 |
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346 train 7.758882 (lr=2.9532e-03) (hash(x)=24298886)
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| 363 |
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347 train 7.753109 (lr=2.9517e-03) (hash(x)=25888847)
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| 364 |
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348 train 7.821885 (lr=2.9501e-03) (hash(x)=30860646)
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| 365 |
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349 train 7.768159 (lr=2.9485e-03) (hash(x)=26518800)
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| 366 |
+
350 val loss 7.7251
|
| 367 |
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350 val perplexity 2264.5071
|
| 368 |
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350 train 7.710551 (lr=2.9468e-03) (hash(x)=25385523)
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| 369 |
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351 train 7.883587 (lr=2.9452e-03) (hash(x)=37519283)
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352 train 8.170580 (lr=2.9435e-03) (hash(x)=20564397)
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353 train 7.855562 (lr=2.9418e-03) (hash(x)=25141945)
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354 train 7.856080 (lr=2.9400e-03) (hash(x)=22717866)
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355 train 8.176699 (lr=2.9383e-03) (hash(x)=28527939)
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356 train 7.924567 (lr=2.9365e-03) (hash(x)=32757059)
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357 train 7.743589 (lr=2.9347e-03) (hash(x)=21942471)
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358 train 8.029419 (lr=2.9328e-03) (hash(x)=24247339)
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359 train 7.843024 (lr=2.9310e-03) (hash(x)=24955630)
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360 train 8.002850 (lr=2.9291e-03) (hash(x)=21368780)
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361 train 7.908947 (lr=2.9272e-03) (hash(x)=25541230)
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362 train 7.867422 (lr=2.9252e-03) (hash(x)=23098806)
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| 381 |
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363 train 7.824045 (lr=2.9233e-03) (hash(x)=23501481)
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364 train 7.841673 (lr=2.9213e-03) (hash(x)=23802681)
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365 train 7.885201 (lr=2.9193e-03) (hash(x)=22754988)
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366 train 7.800737 (lr=2.9172e-03) (hash(x)=22183009)
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367 train 7.790150 (lr=2.9152e-03) (hash(x)=23475070)
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368 train 7.947305 (lr=2.9131e-03) (hash(x)=23359061)
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| 387 |
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369 train 7.948391 (lr=2.9110e-03) (hash(x)=23609959)
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| 388 |
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370 train 7.904934 (lr=2.9088e-03) (hash(x)=22408449)
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| 389 |
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371 train 7.793416 (lr=2.9067e-03) (hash(x)=23441847)
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372 train 7.832340 (lr=2.9045e-03) (hash(x)=23676365)
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373 train 7.978876 (lr=2.9023e-03) (hash(x)=23096292)
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374 train 8.016122 (lr=2.9001e-03) (hash(x)=27706294)
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375 train 7.901886 (lr=2.8978e-03) (hash(x)=26171093)
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376 train 8.060016 (lr=2.8955e-03) (hash(x)=34946941)
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377 train 7.888116 (lr=2.8932e-03) (hash(x)=20060838)
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378 train 7.768298 (lr=2.8909e-03) (hash(x)=21591702)
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379 train 7.852520 (lr=2.8885e-03) (hash(x)=25451055)
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380 train 7.496850 (lr=2.8862e-03) (hash(x)=18691455)
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381 train 7.825060 (lr=2.8838e-03) (hash(x)=24934792)
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382 train 7.783340 (lr=2.8813e-03) (hash(x)=23864361)
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383 train 7.789541 (lr=2.8789e-03) (hash(x)=25367597)
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384 train 7.920544 (lr=2.8764e-03) (hash(x)=27016702)
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385 train 7.914216 (lr=2.8739e-03) (hash(x)=25022148)
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386 train 7.865674 (lr=2.8714e-03) (hash(x)=24459012)
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387 train 7.867592 (lr=2.8689e-03) (hash(x)=25431365)
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388 train 7.821844 (lr=2.8663e-03) (hash(x)=25958785)
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389 train 7.980306 (lr=2.8637e-03) (hash(x)=29307788)
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390 train 7.783906 (lr=2.8611e-03) (hash(x)=24965435)
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| 409 |
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391 train 7.761221 (lr=2.8585e-03) (hash(x)=25651929)
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| 410 |
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392 train 7.830959 (lr=2.8558e-03) (hash(x)=28451031)
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| 411 |
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393 train 7.876413 (lr=2.8531e-03) (hash(x)=26312387)
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| 412 |
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394 train 7.842983 (lr=2.8504e-03) (hash(x)=25326650)
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| 413 |
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395 train 7.790881 (lr=2.8477e-03) (hash(x)=23804913)
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| 414 |
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396 train 7.928434 (lr=2.8449e-03) (hash(x)=25537529)
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397 train 7.775769 (lr=2.8422e-03) (hash(x)=26115519)
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398 train 7.772520 (lr=2.8394e-03) (hash(x)=25494804)
|
| 417 |
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399 train 7.905946 (lr=2.8365e-03) (hash(x)=23210747)
|
| 418 |
+
400 val loss 7.8397
|
| 419 |
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400 val perplexity 2539.4446
|
| 420 |
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400 train 7.780272 (lr=2.8337e-03) (hash(x)=15717069)
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| 421 |
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401 train 7.714265 (lr=2.8308e-03) (hash(x)=18463712)
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| 422 |
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402 train 7.795696 (lr=2.8279e-03) (hash(x)=20705573)
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| 423 |
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403 train 7.802354 (lr=2.8250e-03) (hash(x)=23245699)
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| 424 |
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404 train 7.810330 (lr=2.8221e-03) (hash(x)=23444521)
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405 train 7.718651 (lr=2.8191e-03) (hash(x)=21770300)
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| 426 |
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406 train 8.381855 (lr=2.8162e-03) (hash(x)=23334569)
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| 427 |
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407 train 7.648727 (lr=2.8131e-03) (hash(x)=25387532)
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| 428 |
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408 train 7.797783 (lr=2.8101e-03) (hash(x)=29466743)
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| 429 |
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409 train 7.831183 (lr=2.8071e-03) (hash(x)=27718703)
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| 430 |
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410 train 7.858255 (lr=2.8040e-03) (hash(x)=17631973)
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| 431 |
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411 train 7.876110 (lr=2.8009e-03) (hash(x)=27661052)
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| 432 |
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412 train 7.701838 (lr=2.7978e-03) (hash(x)=22244096)
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| 433 |
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413 train 7.841917 (lr=2.7947e-03) (hash(x)=26538928)
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| 434 |
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414 train 7.841354 (lr=2.7915e-03) (hash(x)=26256802)
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| 435 |
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415 train 7.903691 (lr=2.7883e-03) (hash(x)=21772654)
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| 436 |
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416 train 7.879428 (lr=2.7851e-03) (hash(x)=25026277)
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| 437 |
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417 train 8.014720 (lr=2.7819e-03) (hash(x)=26263254)
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| 438 |
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418 train 7.943405 (lr=2.7786e-03) (hash(x)=24726314)
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419 train 7.758205 (lr=2.7754e-03) (hash(x)=23552356)
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420 train 7.881383 (lr=2.7721e-03) (hash(x)=26699819)
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421 train 8.170203 (lr=2.7688e-03) (hash(x)=22707141)
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422 train 8.194406 (lr=2.7654e-03) (hash(x)=25676149)
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423 train 7.984984 (lr=2.7621e-03) (hash(x)=34234481)
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424 train 7.845109 (lr=2.7587e-03) (hash(x)=25401624)
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425 train 7.981218 (lr=2.7553e-03) (hash(x)=35008670)
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426 train 8.044947 (lr=2.7519e-03) (hash(x)=25682280)
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427 train 7.886195 (lr=2.7484e-03) (hash(x)=25891543)
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428 train 7.822297 (lr=2.7450e-03) (hash(x)=25962407)
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| 449 |
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429 train 7.717039 (lr=2.7415e-03) (hash(x)=21971224)
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| 450 |
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430 train 7.802053 (lr=2.7380e-03) (hash(x)=30838142)
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| 451 |
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431 train 7.866959 (lr=2.7344e-03) (hash(x)=27312186)
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432 train 7.937634 (lr=2.7309e-03) (hash(x)=23657081)
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| 453 |
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433 train 7.875461 (lr=2.7273e-03) (hash(x)=22163749)
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| 454 |
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434 train 7.614747 (lr=2.7237e-03) (hash(x)=24829818)
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435 train 7.861908 (lr=2.7201e-03) (hash(x)=25942888)
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| 456 |
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436 train 7.794519 (lr=2.7165e-03) (hash(x)=23785671)
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| 457 |
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437 train 7.796774 (lr=2.7128e-03) (hash(x)=25493916)
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| 458 |
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438 train 7.956283 (lr=2.7092e-03) (hash(x)=28618702)
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| 459 |
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439 train 7.990834 (lr=2.7055e-03) (hash(x)=24289951)
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| 460 |
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440 train 7.783384 (lr=2.7018e-03) (hash(x)=26331486)
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| 461 |
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441 train 7.752622 (lr=2.6980e-03) (hash(x)=23648671)
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| 462 |
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442 train 7.711807 (lr=2.6943e-03) (hash(x)=27292797)
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| 463 |
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443 train 7.551635 (lr=2.6905e-03) (hash(x)=24992055)
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| 464 |
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444 train 8.032678 (lr=2.6867e-03) (hash(x)=24398330)
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| 465 |
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445 train 7.786927 (lr=2.6829e-03) (hash(x)=26005549)
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| 466 |
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446 train 7.775572 (lr=2.6791e-03) (hash(x)=30259737)
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| 467 |
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447 train 7.777521 (lr=2.6752e-03) (hash(x)=21046554)
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| 468 |
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448 train 7.771657 (lr=2.6713e-03) (hash(x)=18773877)
|
| 469 |
+
449 train 7.807592 (lr=2.6674e-03) (hash(x)=26321539)
|
| 470 |
+
450 val loss 7.8002
|
| 471 |
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450 val perplexity 2441.1553
|
| 472 |
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450 train 7.788194 (lr=2.6635e-03) (hash(x)=22850804)
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| 473 |
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451 train 7.847254 (lr=2.6596e-03) (hash(x)=27807872)
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| 474 |
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452 train 7.809424 (lr=2.6556e-03) (hash(x)=25545137)
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| 475 |
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453 train 7.825150 (lr=2.6517e-03) (hash(x)=21555364)
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| 476 |
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454 train 7.851509 (lr=2.6477e-03) (hash(x)=27243798)
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| 477 |
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455 train 7.713109 (lr=2.6437e-03) (hash(x)=26325324)
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| 478 |
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456 train 7.692580 (lr=2.6396e-03) (hash(x)=26228728)
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| 479 |
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457 train 7.905611 (lr=2.6356e-03) (hash(x)=24956294)
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| 480 |
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458 train 7.776278 (lr=2.6315e-03) (hash(x)=25592289)
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| 481 |
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459 train 7.734691 (lr=2.6274e-03) (hash(x)=24429389)
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| 482 |
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460 train 7.770533 (lr=2.6233e-03) (hash(x)=28733708)
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| 483 |
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461 train 7.906196 (lr=2.6192e-03) (hash(x)=27929846)
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| 484 |
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462 train 7.767630 (lr=2.6150e-03) (hash(x)=22417476)
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| 485 |
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463 train 7.859983 (lr=2.6109e-03) (hash(x)=25282897)
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| 486 |
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464 train 7.645618 (lr=2.6067e-03) (hash(x)=22278062)
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| 487 |
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465 train 7.647744 (lr=2.6025e-03) (hash(x)=26802508)
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| 488 |
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466 train 7.869471 (lr=2.5983e-03) (hash(x)=22094832)
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| 489 |
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467 train 7.829452 (lr=2.5940e-03) (hash(x)=28390416)
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| 490 |
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468 train 7.952666 (lr=2.5898e-03) (hash(x)=26379331)
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| 491 |
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469 train 8.004979 (lr=2.5855e-03) (hash(x)=26292451)
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| 492 |
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470 train 7.872075 (lr=2.5812e-03) (hash(x)=26301866)
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471 train 7.884239 (lr=2.5769e-03) (hash(x)=22915344)
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472 train 7.772852 (lr=2.5726e-03) (hash(x)=25448318)
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473 train 7.828226 (lr=2.5682e-03) (hash(x)=24744383)
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474 train 7.654905 (lr=2.5639e-03) (hash(x)=22835201)
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475 train 7.778991 (lr=2.5595e-03) (hash(x)=26284678)
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476 train 7.788090 (lr=2.5551e-03) (hash(x)=24745936)
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477 train 7.651496 (lr=2.5507e-03) (hash(x)=21654269)
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478 train 7.846324 (lr=2.5462e-03) (hash(x)=32387999)
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479 train 8.457752 (lr=2.5418e-03) (hash(x)=29466268)
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| 502 |
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480 train 8.429527 (lr=2.5373e-03) (hash(x)=30736727)
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| 503 |
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481 train 8.409532 (lr=2.5328e-03) (hash(x)=32616762)
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| 504 |
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482 train 8.399527 (lr=2.5283e-03) (hash(x)=29358578)
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483 train 8.442266 (lr=2.5238e-03) (hash(x)=32201138)
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484 train 8.443899 (lr=2.5193e-03) (hash(x)=30041621)
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485 train 8.399940 (lr=2.5147e-03) (hash(x)=33683468)
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| 508 |
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486 train 8.158892 (lr=2.5102e-03) (hash(x)=26837755)
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| 509 |
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487 train 7.997540 (lr=2.5056e-03) (hash(x)=27498125)
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| 510 |
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488 train 8.113495 (lr=2.5010e-03) (hash(x)=22372507)
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| 511 |
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489 train 7.864640 (lr=2.4963e-03) (hash(x)=25164318)
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| 512 |
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490 train 7.863256 (lr=2.4917e-03) (hash(x)=26562947)
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| 513 |
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491 train 7.807984 (lr=2.4871e-03) (hash(x)=25690221)
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| 514 |
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492 train 7.833689 (lr=2.4824e-03) (hash(x)=21947305)
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| 515 |
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493 train 7.809970 (lr=2.4777e-03) (hash(x)=29031550)
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| 516 |
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494 train 7.958906 (lr=2.4730e-03) (hash(x)=26551589)
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| 517 |
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495 train 7.982282 (lr=2.4683e-03) (hash(x)=24094093)
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| 518 |
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496 train 7.813733 (lr=2.4636e-03) (hash(x)=23639076)
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| 519 |
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497 train 9.512466 (lr=2.4588e-03) (hash(x)=61455960)
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| 520 |
+
498 train 11.763443 (lr=2.4540e-03) (hash(x)=65636572)
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| 521 |
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499 train 11.569078 (lr=2.4493e-03) (hash(x)=61104710)
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| 522 |
+
500 val loss 7.8332
|
| 523 |
+
500 val perplexity 2522.9082
|
| 524 |
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500 train 8.424707 (lr=2.4445e-03) (hash(x)=24123821)
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| 525 |
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501 train 7.481571 (lr=2.4397e-03) (hash(x)=20881126)
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502 train 7.883404 (lr=2.4348e-03) (hash(x)=23209969)
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503 train 7.938554 (lr=2.4300e-03) (hash(x)=26920243)
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504 train 7.879432 (lr=2.4251e-03) (hash(x)=26127756)
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505 train 7.897921 (lr=2.4203e-03) (hash(x)=21970343)
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506 train 7.981218 (lr=2.4154e-03) (hash(x)=24097897)
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507 train 8.110733 (lr=2.4105e-03) (hash(x)=31676352)
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508 train 8.118727 (lr=2.4056e-03) (hash(x)=23908053)
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509 train 8.094950 (lr=2.4006e-03) (hash(x)=25600562)
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510 train 8.161565 (lr=2.3957e-03) (hash(x)=23549168)
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511 train 8.082437 (lr=2.3907e-03) (hash(x)=22022924)
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512 train 8.068858 (lr=2.3858e-03) (hash(x)=23294980)
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513 train 7.912103 (lr=2.3808e-03) (hash(x)=22777085)
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514 train 8.117293 (lr=2.3758e-03) (hash(x)=26271115)
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515 train 7.919766 (lr=2.3708e-03) (hash(x)=21727744)
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516 train 7.892133 (lr=2.3657e-03) (hash(x)=22729318)
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517 train 7.951366 (lr=2.3607e-03) (hash(x)=20701998)
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518 train 7.932710 (lr=2.3556e-03) (hash(x)=27928398)
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519 train 7.939524 (lr=2.3506e-03) (hash(x)=20863982)
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520 train 7.841370 (lr=2.3455e-03) (hash(x)=22827054)
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521 train 7.883169 (lr=2.3404e-03) (hash(x)=25084926)
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522 train 7.994566 (lr=2.3353e-03) (hash(x)=25540961)
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523 train 7.800932 (lr=2.3301e-03) (hash(x)=24412897)
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524 train 8.054195 (lr=2.3250e-03) (hash(x)=26269869)
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525 train 7.839296 (lr=2.3198e-03) (hash(x)=25434913)
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526 train 7.997049 (lr=2.3147e-03) (hash(x)=25157653)
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527 train 7.996036 (lr=2.3095e-03) (hash(x)=26302544)
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528 train 7.885283 (lr=2.3043e-03) (hash(x)=22010703)
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529 train 8.107448 (lr=2.2991e-03) (hash(x)=34976197)
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530 train 7.837827 (lr=2.2939e-03) (hash(x)=28248301)
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531 train 7.838985 (lr=2.2887e-03) (hash(x)=23870805)
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532 train 7.819644 (lr=2.2834e-03) (hash(x)=24457252)
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533 train 7.874501 (lr=2.2782e-03) (hash(x)=25041103)
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534 train 7.815838 (lr=2.2729e-03) (hash(x)=25998487)
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535 train 7.895395 (lr=2.2676e-03) (hash(x)=26041745)
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536 train 7.806741 (lr=2.2624e-03) (hash(x)=27249810)
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537 train 7.854190 (lr=2.2571e-03) (hash(x)=24068619)
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538 train 7.879787 (lr=2.2517e-03) (hash(x)=26359528)
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539 train 7.825990 (lr=2.2464e-03) (hash(x)=25441262)
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540 train 7.782060 (lr=2.2411e-03) (hash(x)=24413659)
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541 train 8.123633 (lr=2.2357e-03) (hash(x)=29181867)
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542 train 7.924997 (lr=2.2304e-03) (hash(x)=31551575)
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543 train 7.916555 (lr=2.2250e-03) (hash(x)=27093757)
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544 train 7.866809 (lr=2.2196e-03) (hash(x)=23624298)
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| 569 |
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545 train 7.744355 (lr=2.2142e-03) (hash(x)=25150275)
|
| 570 |
+
546 train 7.748721 (lr=2.2088e-03) (hash(x)=26239886)
|
| 571 |
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547 train 8.082330 (lr=2.2034e-03) (hash(x)=33457102)
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| 572 |
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548 train 7.709172 (lr=2.1980e-03) (hash(x)=17499738)
|
| 573 |
+
549 train 7.777313 (lr=2.1926e-03) (hash(x)=25755322)
|
| 574 |
+
550 val loss 7.8008
|
| 575 |
+
550 val perplexity 2442.6189
|
| 576 |
+
550 train 7.859449 (lr=2.1871e-03) (hash(x)=23722795)
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| 577 |
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551 train 7.755263 (lr=2.1817e-03) (hash(x)=23630794)
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| 578 |
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552 train 7.723437 (lr=2.1762e-03) (hash(x)=23374168)
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| 579 |
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553 train 7.750372 (lr=2.1707e-03) (hash(x)=25167987)
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| 580 |
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554 train 7.967693 (lr=2.1653e-03) (hash(x)=30941010)
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| 581 |
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555 train 7.731464 (lr=2.1598e-03) (hash(x)=24043224)
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| 582 |
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556 train 7.879988 (lr=2.1542e-03) (hash(x)=29736627)
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| 583 |
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557 train 7.828713 (lr=2.1487e-03) (hash(x)=24665411)
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| 584 |
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558 train 7.856012 (lr=2.1432e-03) (hash(x)=27916043)
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| 585 |
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559 train 7.788914 (lr=2.1377e-03) (hash(x)=17321657)
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| 586 |
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560 train 7.623526 (lr=2.1321e-03) (hash(x)=23829833)
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| 587 |
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561 train 8.000790 (lr=2.1266e-03) (hash(x)=27932591)
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| 588 |
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562 train 8.077153 (lr=2.1210e-03) (hash(x)=28206079)
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| 589 |
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563 train 8.141382 (lr=2.1154e-03) (hash(x)=29447954)
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| 590 |
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564 train 7.817850 (lr=2.1099e-03) (hash(x)=25935364)
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| 591 |
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565 train 7.864541 (lr=2.1043e-03) (hash(x)=24621816)
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| 592 |
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566 train 7.768876 (lr=2.0987e-03) (hash(x)=24070405)
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| 593 |
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567 train 7.862611 (lr=2.0931e-03) (hash(x)=24682294)
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| 594 |
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568 train 7.868080 (lr=2.0875e-03) (hash(x)=24050209)
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| 595 |
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569 train 7.820239 (lr=2.0818e-03) (hash(x)=28057095)
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| 596 |
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570 train 7.904572 (lr=2.0762e-03) (hash(x)=22523232)
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| 597 |
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571 train 7.833690 (lr=2.0706e-03) (hash(x)=24547536)
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| 598 |
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572 train 7.742763 (lr=2.0649e-03) (hash(x)=24978712)
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| 599 |
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573 train 7.708252 (lr=2.0593e-03) (hash(x)=18987545)
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| 600 |
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574 train 7.798075 (lr=2.0536e-03) (hash(x)=24092784)
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575 train 7.780528 (lr=2.0479e-03) (hash(x)=26745063)
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| 602 |
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576 train 7.779048 (lr=2.0422e-03) (hash(x)=22539112)
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| 603 |
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577 train 7.572876 (lr=2.0366e-03) (hash(x)=21447406)
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| 604 |
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578 train 7.597929 (lr=2.0309e-03) (hash(x)=21082139)
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| 605 |
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579 train 7.635394 (lr=2.0252e-03) (hash(x)=24650655)
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| 606 |
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580 train 7.821496 (lr=2.0194e-03) (hash(x)=22130721)
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| 607 |
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581 train 8.105957 (lr=2.0137e-03) (hash(x)=26519976)
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| 608 |
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582 train 8.632696 (lr=2.0080e-03) (hash(x)=25582440)
|
| 609 |
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583 train 7.883629 (lr=2.0023e-03) (hash(x)=20106514)
|
| 610 |
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584 train 7.701979 (lr=1.9965e-03) (hash(x)=25695510)
|
| 611 |
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585 train 7.723776 (lr=1.9908e-03) (hash(x)=20117808)
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| 612 |
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586 train 7.804513 (lr=1.9850e-03) (hash(x)=24501900)
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| 613 |
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587 train 7.896025 (lr=1.9793e-03) (hash(x)=25510334)
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| 614 |
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588 train 7.742244 (lr=1.9735e-03) (hash(x)=22099158)
|
| 615 |
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589 train 7.847929 (lr=1.9677e-03) (hash(x)=25749120)
|
| 616 |
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590 train 8.105256 (lr=1.9620e-03) (hash(x)=21720691)
|
| 617 |
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591 train 7.694623 (lr=1.9562e-03) (hash(x)=24357241)
|
| 618 |
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592 train 7.981023 (lr=1.9504e-03) (hash(x)=28911272)
|
| 619 |
+
593 train 7.835213 (lr=1.9446e-03) (hash(x)=25584945)
|
| 620 |
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594 train 7.718126 (lr=1.9388e-03) (hash(x)=21847287)
|
| 621 |
+
595 train 7.772123 (lr=1.9330e-03) (hash(x)=25198897)
|
| 622 |
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596 train 7.684315 (lr=1.9272e-03) (hash(x)=22436833)
|
| 623 |
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597 train 7.974393 (lr=1.9214e-03) (hash(x)=23475891)
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| 624 |
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598 train 7.628492 (lr=1.9156e-03) (hash(x)=25083992)
|
| 625 |
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599 train 7.868316 (lr=1.9097e-03) (hash(x)=23644804)
|
| 626 |
+
600 val loss 7.8109
|
| 627 |
+
600 val perplexity 2467.3823
|
| 628 |
+
600 train 7.768964 (lr=1.9039e-03) (hash(x)=31377168)
|
| 629 |
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601 train 8.139249 (lr=1.8981e-03) (hash(x)=25629584)
|
| 630 |
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602 train 7.955036 (lr=1.8922e-03) (hash(x)=29285135)
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| 631 |
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603 train 8.149180 (lr=1.8864e-03) (hash(x)=29797280)
|
| 632 |
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604 train 7.965142 (lr=1.8805e-03) (hash(x)=33122326)
|
| 633 |
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605 train 8.241395 (lr=1.8747e-03) (hash(x)=30026394)
|
| 634 |
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606 train 8.521984 (lr=1.8688e-03) (hash(x)=34353164)
|
| 635 |
+
607 train 7.761221 (lr=1.8629e-03) (hash(x)=26594177)
|
| 636 |
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608 train 7.833024 (lr=1.8571e-03) (hash(x)=25554738)
|
| 637 |
+
609 train 7.922995 (lr=1.8512e-03) (hash(x)=23766256)
|
| 638 |
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610 train 7.798311 (lr=1.8453e-03) (hash(x)=26853444)
|
| 639 |
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611 train 7.802524 (lr=1.8395e-03) (hash(x)=24250150)
|
| 640 |
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612 train 7.750558 (lr=1.8336e-03) (hash(x)=26289588)
|
| 641 |
+
613 train 7.808858 (lr=1.8277e-03) (hash(x)=26108817)
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| 642 |
+
614 train 7.734978 (lr=1.8218e-03) (hash(x)=23814987)
|
| 643 |
+
615 train 7.740031 (lr=1.8159e-03) (hash(x)=18582688)
|
| 644 |
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616 train 7.739956 (lr=1.8100e-03) (hash(x)=25558792)
|
| 645 |
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617 train 7.698025 (lr=1.8041e-03) (hash(x)=23272705)
|
| 646 |
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618 train 7.709919 (lr=1.7982e-03) (hash(x)=24709241)
|
| 647 |
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619 train 7.749500 (lr=1.7923e-03) (hash(x)=24793412)
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| 648 |
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620 train 7.763094 (lr=1.7864e-03) (hash(x)=27256707)
|
| 649 |
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621 train 7.711329 (lr=1.7805e-03) (hash(x)=19280989)
|
| 650 |
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622 train 7.786348 (lr=1.7746e-03) (hash(x)=26508642)
|
| 651 |
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623 train 7.710653 (lr=1.7686e-03) (hash(x)=22751150)
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| 652 |
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624 train 7.943564 (lr=1.7627e-03) (hash(x)=23880160)
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| 653 |
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625 train 7.731124 (lr=1.7568e-03) (hash(x)=23537942)
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| 654 |
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626 train 7.757173 (lr=1.7509e-03) (hash(x)=26975313)
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| 655 |
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627 train 7.622396 (lr=1.7450e-03) (hash(x)=23748375)
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| 656 |
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628 train 7.695151 (lr=1.7390e-03) (hash(x)=25541754)
|
| 657 |
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629 train 8.107981 (lr=1.7331e-03) (hash(x)=27413825)
|
| 658 |
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630 train 8.069094 (lr=1.7272e-03) (hash(x)=27075951)
|
| 659 |
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631 train 7.919183 (lr=1.7212e-03) (hash(x)=21682445)
|
| 660 |
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632 train 7.825186 (lr=1.7153e-03) (hash(x)=23361504)
|
| 661 |
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633 train 7.750748 (lr=1.7094e-03) (hash(x)=22040184)
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| 662 |
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634 train 7.796831 (lr=1.7034e-03) (hash(x)=23727731)
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| 663 |
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635 train 7.776978 (lr=1.6975e-03) (hash(x)=24463229)
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| 664 |
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636 train 7.967410 (lr=1.6916e-03) (hash(x)=32663792)
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| 665 |
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637 train 7.792068 (lr=1.6856e-03) (hash(x)=24091954)
|
| 666 |
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638 train 7.728922 (lr=1.6797e-03) (hash(x)=23599013)
|
| 667 |
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639 train 7.768858 (lr=1.6738e-03) (hash(x)=26670219)
|
| 668 |
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640 train 7.777214 (lr=1.6678e-03) (hash(x)=24380893)
|
| 669 |
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641 train 7.832374 (lr=1.6619e-03) (hash(x)=25558986)
|
| 670 |
+
642 train 7.934705 (lr=1.6559e-03) (hash(x)=25729492)
|
| 671 |
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643 train 7.677977 (lr=1.6500e-03) (hash(x)=19218943)
|
| 672 |
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644 train 7.877739 (lr=1.6441e-03) (hash(x)=23952206)
|
| 673 |
+
645 train 7.860806 (lr=1.6381e-03) (hash(x)=24551402)
|
| 674 |
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646 train 7.735737 (lr=1.6322e-03) (hash(x)=24007642)
|
| 675 |
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647 train 7.794797 (lr=1.6262e-03) (hash(x)=25229281)
|
| 676 |
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648 train 7.558455 (lr=1.6203e-03) (hash(x)=18214283)
|
| 677 |
+
649 train 7.530916 (lr=1.6144e-03) (hash(x)=21251127)
|
| 678 |
+
650 val loss 7.8223
|
| 679 |
+
650 val perplexity 2495.5376
|
| 680 |
+
650 train 8.019417 (lr=1.6084e-03) (hash(x)=25097619)
|
| 681 |
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651 train 7.695148 (lr=1.6025e-03) (hash(x)=25800857)
|
| 682 |
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652 train 7.695196 (lr=1.5966e-03) (hash(x)=22918428)
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| 683 |
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653 train 7.778236 (lr=1.5906e-03) (hash(x)=25836189)
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| 684 |
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654 train 7.730285 (lr=1.5847e-03) (hash(x)=24504567)
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| 685 |
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655 train 7.731892 (lr=1.5788e-03) (hash(x)=25999255)
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| 686 |
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656 train 7.728394 (lr=1.5728e-03) (hash(x)=27308968)
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| 687 |
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657 train 7.813442 (lr=1.5669e-03) (hash(x)=20149394)
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| 688 |
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658 train 7.783248 (lr=1.5610e-03) (hash(x)=24498556)
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| 689 |
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659 train 7.641314 (lr=1.5550e-03) (hash(x)=21999338)
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| 690 |
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660 train 7.647607 (lr=1.5491e-03) (hash(x)=23280568)
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| 691 |
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661 train 7.930717 (lr=1.5432e-03) (hash(x)=27611302)
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| 692 |
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662 train 7.764288 (lr=1.5373e-03) (hash(x)=23982308)
|
| 693 |
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663 train 7.728679 (lr=1.5314e-03) (hash(x)=22778356)
|
| 694 |
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664 train 7.653712 (lr=1.5254e-03) (hash(x)=23467046)
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| 695 |
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665 train 7.826267 (lr=1.5195e-03) (hash(x)=24195959)
|
| 696 |
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666 train 8.109864 (lr=1.5136e-03) (hash(x)=32710438)
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| 697 |
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667 train 7.847405 (lr=1.5077e-03) (hash(x)=19127465)
|
| 698 |
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668 train 7.960423 (lr=1.5018e-03) (hash(x)=28962580)
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| 699 |
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669 train 7.707351 (lr=1.4959e-03) (hash(x)=22426274)
|
| 700 |
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670 train 7.738353 (lr=1.4900e-03) (hash(x)=25606512)
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| 701 |
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671 train 7.600817 (lr=1.4841e-03) (hash(x)=23785205)
|
| 702 |
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672 train 7.733338 (lr=1.4782e-03) (hash(x)=24779414)
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| 703 |
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673 train 7.845780 (lr=1.4723e-03) (hash(x)=28505676)
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| 704 |
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674 train 7.933722 (lr=1.4664e-03) (hash(x)=29156288)
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675 train 7.628394 (lr=1.4605e-03) (hash(x)=27706477)
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| 706 |
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676 train 7.755944 (lr=1.4547e-03) (hash(x)=23711800)
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| 707 |
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677 train 7.855812 (lr=1.4488e-03) (hash(x)=28684175)
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| 708 |
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678 train 7.708941 (lr=1.4429e-03) (hash(x)=25225466)
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| 709 |
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679 train 7.847448 (lr=1.4371e-03) (hash(x)=28003600)
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| 710 |
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680 train 7.769994 (lr=1.4312e-03) (hash(x)=27989890)
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| 711 |
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681 train 7.804187 (lr=1.4253e-03) (hash(x)=27586845)
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| 712 |
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682 train 7.768234 (lr=1.4195e-03) (hash(x)=22373927)
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| 713 |
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683 train 7.643310 (lr=1.4136e-03) (hash(x)=21176405)
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| 714 |
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684 train 7.619092 (lr=1.4078e-03) (hash(x)=23806052)
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| 715 |
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685 train 7.740448 (lr=1.4019e-03) (hash(x)=25888433)
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| 716 |
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686 train 7.851727 (lr=1.3961e-03) (hash(x)=27797727)
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687 train 7.737381 (lr=1.3903e-03) (hash(x)=27916982)
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| 718 |
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688 train 7.711718 (lr=1.3844e-03) (hash(x)=24621793)
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| 719 |
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689 train 7.623215 (lr=1.3786e-03) (hash(x)=24334708)
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| 720 |
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690 train 7.793517 (lr=1.3728e-03) (hash(x)=24419143)
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| 721 |
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691 train 7.689885 (lr=1.3670e-03) (hash(x)=25617709)
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| 722 |
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692 train 7.658664 (lr=1.3612e-03) (hash(x)=24556034)
|
| 723 |
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693 train 8.096015 (lr=1.3554e-03) (hash(x)=25152362)
|
| 724 |
+
694 train 7.784501 (lr=1.3496e-03) (hash(x)=24326376)
|
| 725 |
+
695 train 7.688344 (lr=1.3438e-03) (hash(x)=24276512)
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| 726 |
+
696 train 7.540021 (lr=1.3380e-03) (hash(x)=24344695)
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| 727 |
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697 train 7.777508 (lr=1.3323e-03) (hash(x)=26776133)
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| 728 |
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698 train 7.628503 (lr=1.3265e-03) (hash(x)=21847282)
|
| 729 |
+
699 train 7.488294 (lr=1.3207e-03) (hash(x)=20254159)
|
| 730 |
+
700 val loss 7.7531
|
| 731 |
+
700 val perplexity 2328.8625
|
| 732 |
+
700 train 7.606972 (lr=1.3150e-03) (hash(x)=25044762)
|
| 733 |
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701 train 7.675300 (lr=1.3092e-03) (hash(x)=27873855)
|
| 734 |
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702 train 7.760502 (lr=1.3035e-03) (hash(x)=22575615)
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| 735 |
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703 train 7.707285 (lr=1.2977e-03) (hash(x)=25113614)
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| 736 |
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704 train 7.807489 (lr=1.2920e-03) (hash(x)=28062905)
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| 737 |
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705 train 7.723654 (lr=1.2863e-03) (hash(x)=26192886)
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| 738 |
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706 train 7.707694 (lr=1.2806e-03) (hash(x)=25770338)
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| 739 |
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707 train 7.612617 (lr=1.2748e-03) (hash(x)=24614912)
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| 740 |
+
708 train 7.673173 (lr=1.2691e-03) (hash(x)=26934071)
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| 741 |
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709 train 7.657949 (lr=1.2634e-03) (hash(x)=25397093)
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| 742 |
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710 train 7.762601 (lr=1.2578e-03) (hash(x)=25925963)
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| 743 |
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711 train 7.587402 (lr=1.2521e-03) (hash(x)=19811802)
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| 744 |
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712 train 7.705266 (lr=1.2464e-03) (hash(x)=23248423)
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| 745 |
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713 train 7.654755 (lr=1.2407e-03) (hash(x)=25579655)
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714 train 7.849772 (lr=1.2351e-03) (hash(x)=25537603)
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| 747 |
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715 train 7.750995 (lr=1.2294e-03) (hash(x)=26096514)
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| 748 |
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716 train 7.783896 (lr=1.2238e-03) (hash(x)=24132888)
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| 749 |
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717 train 7.627257 (lr=1.2182e-03) (hash(x)=22589633)
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| 750 |
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718 train 7.617990 (lr=1.2125e-03) (hash(x)=27781566)
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719 train 7.850271 (lr=1.2069e-03) (hash(x)=26757147)
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720 train 7.854634 (lr=1.2013e-03) (hash(x)=26649864)
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721 train 7.742636 (lr=1.1957e-03) (hash(x)=24963730)
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| 754 |
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722 train 7.727001 (lr=1.1901e-03) (hash(x)=25249959)
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| 755 |
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723 train 7.592384 (lr=1.1846e-03) (hash(x)=27703124)
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724 train 7.622954 (lr=1.1790e-03) (hash(x)=26459082)
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| 757 |
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725 train 7.557917 (lr=1.1734e-03) (hash(x)=24781713)
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| 758 |
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726 train 7.841195 (lr=1.1679e-03) (hash(x)=26597693)
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| 759 |
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727 train 7.663308 (lr=1.1623e-03) (hash(x)=24720476)
|
| 760 |
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728 train 7.690596 (lr=1.1568e-03) (hash(x)=23691295)
|
| 761 |
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729 train 7.790357 (lr=1.1513e-03) (hash(x)=23481301)
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| 762 |
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730 train 7.667342 (lr=1.1458e-03) (hash(x)=23295676)
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| 763 |
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731 train 7.636259 (lr=1.1402e-03) (hash(x)=25641033)
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| 764 |
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732 train 7.765248 (lr=1.1347e-03) (hash(x)=22441379)
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733 train 7.647128 (lr=1.1293e-03) (hash(x)=27369437)
|
| 766 |
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734 train 7.696704 (lr=1.1238e-03) (hash(x)=24482272)
|
| 767 |
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735 train 7.820377 (lr=1.1183e-03) (hash(x)=24760900)
|
| 768 |
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736 train 7.717622 (lr=1.1129e-03) (hash(x)=23919156)
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737 train 7.598493 (lr=1.1074e-03) (hash(x)=21692546)
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738 train 7.631771 (lr=1.1020e-03) (hash(x)=27692087)
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739 train 7.755625 (lr=1.0966e-03) (hash(x)=22720391)
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740 train 7.571711 (lr=1.0912e-03) (hash(x)=26146560)
|
| 773 |
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741 train 7.683884 (lr=1.0858e-03) (hash(x)=24376979)
|
| 774 |
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742 train 7.721035 (lr=1.0804e-03) (hash(x)=22917712)
|
| 775 |
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743 train 7.618565 (lr=1.0750e-03) (hash(x)=22244509)
|
| 776 |
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744 train 7.588663 (lr=1.0696e-03) (hash(x)=25243385)
|
| 777 |
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745 train 7.625022 (lr=1.0643e-03) (hash(x)=21831960)
|
| 778 |
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746 train 7.629993 (lr=1.0589e-03) (hash(x)=24842373)
|
| 779 |
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747 train 7.562655 (lr=1.0536e-03) (hash(x)=24921535)
|
| 780 |
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748 train 7.649724 (lr=1.0483e-03) (hash(x)=24344615)
|
| 781 |
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749 train 7.647305 (lr=1.0429e-03) (hash(x)=25381251)
|
| 782 |
+
750 val loss 7.7370
|
| 783 |
+
750 val perplexity 2291.6387
|
| 784 |
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750 train 7.525632 (lr=1.0376e-03) (hash(x)=22887303)
|
| 785 |
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751 train 7.744324 (lr=1.0324e-03) (hash(x)=25687352)
|
| 786 |
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752 train 7.709785 (lr=1.0271e-03) (hash(x)=27791412)
|
| 787 |
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753 train 7.613762 (lr=1.0218e-03) (hash(x)=25221654)
|
| 788 |
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754 train 7.714863 (lr=1.0166e-03) (hash(x)=23243731)
|
| 789 |
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755 train 7.698258 (lr=1.0113e-03) (hash(x)=24469863)
|
| 790 |
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756 train 7.792186 (lr=1.0061e-03) (hash(x)=22484936)
|
| 791 |
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757 train 7.729693 (lr=1.0009e-03) (hash(x)=25291413)
|
| 792 |
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758 train 7.612449 (lr=9.9568e-04) (hash(x)=23952225)
|
| 793 |
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759 train 7.706535 (lr=9.9049e-04) (hash(x)=25744274)
|
| 794 |
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760 train 7.621972 (lr=9.8531e-04) (hash(x)=22616739)
|
| 795 |
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761 train 7.583839 (lr=9.8015e-04) (hash(x)=24246963)
|
| 796 |
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762 train 7.588521 (lr=9.7500e-04) (hash(x)=19407094)
|
| 797 |
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763 train 7.680372 (lr=9.6986e-04) (hash(x)=19724058)
|
| 798 |
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764 train 7.518268 (lr=9.6474e-04) (hash(x)=18836491)
|
| 799 |
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765 train 7.569905 (lr=9.5963e-04) (hash(x)=20705649)
|
| 800 |
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766 train 7.783160 (lr=9.5453e-04) (hash(x)=21325875)
|
| 801 |
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767 train 7.817092 (lr=9.4944e-04) (hash(x)=24938685)
|
| 802 |
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768 train 7.749249 (lr=9.4437e-04) (hash(x)=25152403)
|
| 803 |
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769 train 7.893652 (lr=9.3932e-04) (hash(x)=21707000)
|
| 804 |
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770 train 7.578857 (lr=9.3427e-04) (hash(x)=17952018)
|
| 805 |
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771 train 7.621085 (lr=9.2924e-04) (hash(x)=24948980)
|
| 806 |
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772 train 8.082137 (lr=9.2423e-04) (hash(x)=28012110)
|
| 807 |
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773 train 7.726658 (lr=9.1923e-04) (hash(x)=30773958)
|
| 808 |
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774 train 8.291218 (lr=9.1424e-04) (hash(x)=29481068)
|
| 809 |
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775 train 7.720868 (lr=9.0927e-04) (hash(x)=26769046)
|
| 810 |
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776 train 7.645037 (lr=9.0431e-04) (hash(x)=26755048)
|
| 811 |
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777 train 7.595048 (lr=8.9936e-04) (hash(x)=18849656)
|
| 812 |
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778 train 7.891797 (lr=8.9443e-04) (hash(x)=25449800)
|
| 813 |
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779 train 8.378242 (lr=8.8952e-04) (hash(x)=24624950)
|
| 814 |
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780 train 7.659480 (lr=8.8462e-04) (hash(x)=26174069)
|
| 815 |
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781 train 7.848724 (lr=8.7973e-04) (hash(x)=27299605)
|
| 816 |
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782 train 7.780833 (lr=8.7486e-04) (hash(x)=24777273)
|
| 817 |
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783 train 7.780715 (lr=8.7001e-04) (hash(x)=24113445)
|
| 818 |
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784 train 7.639443 (lr=8.6516e-04) (hash(x)=23970384)
|
| 819 |
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785 train 7.877852 (lr=8.6034e-04) (hash(x)=32644465)
|
| 820 |
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786 train 8.018545 (lr=8.5553e-04) (hash(x)=29951548)
|
| 821 |
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787 train 7.730916 (lr=8.5073e-04) (hash(x)=25829219)
|
| 822 |
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788 train 7.778768 (lr=8.4596e-04) (hash(x)=20556094)
|
| 823 |
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789 train 7.625814 (lr=8.4119e-04) (hash(x)=25194550)
|
| 824 |
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790 train 7.743384 (lr=8.3644e-04) (hash(x)=28482186)
|
| 825 |
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791 train 7.727232 (lr=8.3171e-04) (hash(x)=25941804)
|
| 826 |
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792 train 7.717225 (lr=8.2699e-04) (hash(x)=27049208)
|
| 827 |
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793 train 7.741306 (lr=8.2229e-04) (hash(x)=24075727)
|
| 828 |
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794 train 7.799503 (lr=8.1761e-04) (hash(x)=25082806)
|
| 829 |
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795 train 7.768909 (lr=8.1294e-04) (hash(x)=23104539)
|
| 830 |
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796 train 7.676000 (lr=8.0829e-04) (hash(x)=25351113)
|
| 831 |
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797 train 7.768722 (lr=8.0365e-04) (hash(x)=23018983)
|
| 832 |
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798 train 7.713368 (lr=7.9903e-04) (hash(x)=25302106)
|
| 833 |
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799 train 7.641840 (lr=7.9443e-04) (hash(x)=24422929)
|
| 834 |
+
800 val loss 7.7316
|
| 835 |
+
800 val perplexity 2279.3098
|
| 836 |
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800 train 7.700654 (lr=7.8984e-04) (hash(x)=29052117)
|
| 837 |
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801 train 7.710088 (lr=7.8527e-04) (hash(x)=23389696)
|
| 838 |
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802 train 7.616472 (lr=7.8072e-04) (hash(x)=23962503)
|
| 839 |
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803 train 7.736886 (lr=7.7618e-04) (hash(x)=29102969)
|
| 840 |
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804 train 7.842134 (lr=7.7167e-04) (hash(x)=24948166)
|
| 841 |
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805 train 7.813540 (lr=7.6716e-04) (hash(x)=28359859)
|
| 842 |
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806 train 7.771519 (lr=7.6268e-04) (hash(x)=22360298)
|
| 843 |
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807 train 7.902028 (lr=7.5821e-04) (hash(x)=24630955)
|
| 844 |
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808 train 7.889272 (lr=7.5376e-04) (hash(x)=26897402)
|
| 845 |
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809 train 7.831929 (lr=7.4933e-04) (hash(x)=22969113)
|
| 846 |
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810 train 7.650833 (lr=7.4491e-04) (hash(x)=25205781)
|
| 847 |
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811 train 7.693582 (lr=7.4051e-04) (hash(x)=27004415)
|
| 848 |
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812 train 7.551185 (lr=7.3613e-04) (hash(x)=22974875)
|
| 849 |
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813 train 7.660833 (lr=7.3177e-04) (hash(x)=22265063)
|
| 850 |
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814 train 7.587789 (lr=7.2742e-04) (hash(x)=23312114)
|
| 851 |
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815 train 7.706223 (lr=7.2309e-04) (hash(x)=26905990)
|
| 852 |
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816 train 7.698508 (lr=7.1878e-04) (hash(x)=27089280)
|
| 853 |
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817 train 7.657216 (lr=7.1449e-04) (hash(x)=24047679)
|
| 854 |
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818 train 7.730517 (lr=7.1022e-04) (hash(x)=25034684)
|
| 855 |
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819 train 7.899221 (lr=7.0596e-04) (hash(x)=26905582)
|
| 856 |
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820 train 7.570920 (lr=7.0173e-04) (hash(x)=21406950)
|
| 857 |
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821 train 7.593391 (lr=6.9751e-04) (hash(x)=29018970)
|
| 858 |
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822 train 7.571058 (lr=6.9331e-04) (hash(x)=20853530)
|
| 859 |
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823 train 7.651440 (lr=6.8913e-04) (hash(x)=24503315)
|
| 860 |
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824 train 7.665113 (lr=6.8496e-04) (hash(x)=23080074)
|
| 861 |
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825 train 7.521839 (lr=6.8082e-04) (hash(x)=22607537)
|
| 862 |
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826 train 7.899835 (lr=6.7669e-04) (hash(x)=32179773)
|
| 863 |
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827 train 9.006631 (lr=6.7259e-04) (hash(x)=26690225)
|
| 864 |
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828 train 7.695398 (lr=6.6850e-04) (hash(x)=22109609)
|
| 865 |
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829 train 7.670384 (lr=6.6443e-04) (hash(x)=24226255)
|
| 866 |
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830 train 7.712023 (lr=6.6038e-04) (hash(x)=23013573)
|
| 867 |
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831 train 7.518550 (lr=6.5635e-04) (hash(x)=23622702)
|
| 868 |
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832 train 7.724260 (lr=6.5234e-04) (hash(x)=21517429)
|
| 869 |
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833 train 7.634324 (lr=6.4835e-04) (hash(x)=23910425)
|
| 870 |
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834 train 7.770034 (lr=6.4437e-04) (hash(x)=24407484)
|
| 871 |
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835 train 8.068078 (lr=6.4042e-04) (hash(x)=27213318)
|
| 872 |
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836 train 7.683390 (lr=6.3649e-04) (hash(x)=25524191)
|
| 873 |
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837 train 7.731456 (lr=6.3257e-04) (hash(x)=26701577)
|
| 874 |
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838 train 7.553108 (lr=6.2868e-04) (hash(x)=22091266)
|
| 875 |
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839 train 7.680394 (lr=6.2480e-04) (hash(x)=26216794)
|
| 876 |
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840 train 7.616412 (lr=6.2095e-04) (hash(x)=20817340)
|
| 877 |
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841 train 8.045223 (lr=6.1711e-04) (hash(x)=27579623)
|
| 878 |
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842 train 7.565259 (lr=6.1330e-04) (hash(x)=21532187)
|
| 879 |
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843 train 7.835340 (lr=6.0950e-04) (hash(x)=26086198)
|
| 880 |
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844 train 7.682477 (lr=6.0573e-04) (hash(x)=23911729)
|
| 881 |
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845 train 7.660575 (lr=6.0198e-04) (hash(x)=24863441)
|
| 882 |
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846 train 8.091989 (lr=5.9824e-04) (hash(x)=28856978)
|
| 883 |
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847 train 7.511626 (lr=5.9453e-04) (hash(x)=25236385)
|
| 884 |
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848 train 7.804497 (lr=5.9083e-04) (hash(x)=24278687)
|
| 885 |
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849 train 7.928133 (lr=5.8716e-04) (hash(x)=25330803)
|
| 886 |
+
850 val loss 7.7240
|
| 887 |
+
850 val perplexity 2262.0801
|
| 888 |
+
850 train 7.782387 (lr=5.8351e-04) (hash(x)=21568545)
|
| 889 |
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851 train 7.679968 (lr=5.7988e-04) (hash(x)=22508532)
|
| 890 |
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852 train 7.740410 (lr=5.7627e-04) (hash(x)=24850662)
|
| 891 |
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853 train 7.713260 (lr=5.7268e-04) (hash(x)=21799261)
|
| 892 |
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854 train 7.862616 (lr=5.6911e-04) (hash(x)=24884891)
|
| 893 |
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855 train 7.715223 (lr=5.6556e-04) (hash(x)=26311168)
|
| 894 |
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856 train 7.762141 (lr=5.6203e-04) (hash(x)=27549895)
|
| 895 |
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857 train 7.463682 (lr=5.5853e-04) (hash(x)=20977430)
|
| 896 |
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858 train 7.577446 (lr=5.5504e-04) (hash(x)=23448855)
|
| 897 |
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859 train 7.779460 (lr=5.5158e-04) (hash(x)=26941617)
|
| 898 |
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860 train 7.986927 (lr=5.4813e-04) (hash(x)=26953192)
|
| 899 |
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861 train 7.860533 (lr=5.4471e-04) (hash(x)=30008957)
|
| 900 |
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862 train 7.801241 (lr=5.4131e-04) (hash(x)=27069893)
|
| 901 |
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863 train 7.733221 (lr=5.3793e-04) (hash(x)=27125962)
|
| 902 |
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864 train 7.537300 (lr=5.3458e-04) (hash(x)=23341415)
|
| 903 |
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865 train 7.639851 (lr=5.3124e-04) (hash(x)=25888358)
|
| 904 |
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866 train 7.815698 (lr=5.2793e-04) (hash(x)=26761645)
|
| 905 |
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867 train 7.719583 (lr=5.2464e-04) (hash(x)=21725719)
|
| 906 |
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868 train 7.616269 (lr=5.2137e-04) (hash(x)=25746493)
|
| 907 |
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869 train 7.624632 (lr=5.1812e-04) (hash(x)=21669704)
|
| 908 |
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870 train 7.582312 (lr=5.1489e-04) (hash(x)=21167493)
|
| 909 |
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871 train 7.684434 (lr=5.1169e-04) (hash(x)=23166993)
|
| 910 |
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872 train 7.602552 (lr=5.0851e-04) (hash(x)=23947208)
|
| 911 |
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873 train 7.737777 (lr=5.0534e-04) (hash(x)=26235974)
|
| 912 |
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874 train 8.015704 (lr=5.0221e-04) (hash(x)=29822604)
|
| 913 |
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875 train 7.618483 (lr=4.9909e-04) (hash(x)=25426430)
|
| 914 |
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876 train 7.625041 (lr=4.9600e-04) (hash(x)=26043735)
|
| 915 |
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877 train 7.551145 (lr=4.9293e-04) (hash(x)=22966314)
|
| 916 |
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878 train 7.860537 (lr=4.8988e-04) (hash(x)=27944619)
|
| 917 |
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879 train 7.620350 (lr=4.8685e-04) (hash(x)=23448505)
|
| 918 |
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880 train 7.644476 (lr=4.8385e-04) (hash(x)=24205942)
|
| 919 |
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881 train 7.555134 (lr=4.8087e-04) (hash(x)=26330693)
|
| 920 |
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882 train 7.569466 (lr=4.7791e-04) (hash(x)=24844466)
|
| 921 |
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883 train 7.540789 (lr=4.7497e-04) (hash(x)=29550596)
|
| 922 |
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884 train 7.616760 (lr=4.7206e-04) (hash(x)=20506540)
|
| 923 |
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885 train 7.630806 (lr=4.6917e-04) (hash(x)=22124892)
|
| 924 |
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886 train 7.618198 (lr=4.6630e-04) (hash(x)=24867036)
|
| 925 |
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887 train 7.641492 (lr=4.6346e-04) (hash(x)=25607640)
|
| 926 |
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888 train 7.654864 (lr=4.6063e-04) (hash(x)=26176930)
|
| 927 |
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889 train 7.413467 (lr=4.5783e-04) (hash(x)=23795894)
|
| 928 |
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890 train 7.335668 (lr=4.5506e-04) (hash(x)=23756298)
|
| 929 |
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891 train 7.539684 (lr=4.5231e-04) (hash(x)=24165449)
|
| 930 |
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892 train 7.570135 (lr=4.4958e-04) (hash(x)=26643739)
|
| 931 |
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893 train 7.740570 (lr=4.4687e-04) (hash(x)=24697756)
|
| 932 |
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894 train 7.646945 (lr=4.4419e-04) (hash(x)=24431101)
|
| 933 |
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895 train 7.791189 (lr=4.4153e-04) (hash(x)=27218899)
|
| 934 |
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896 train 7.601148 (lr=4.3889e-04) (hash(x)=29462219)
|
| 935 |
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897 train 7.640650 (lr=4.3628e-04) (hash(x)=24748522)
|
| 936 |
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898 train 7.645867 (lr=4.3369e-04) (hash(x)=24843486)
|
| 937 |
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899 train 7.770393 (lr=4.3113e-04) (hash(x)=24965317)
|
| 938 |
+
900 val loss 7.7075
|
| 939 |
+
900 val perplexity 2224.9780
|
| 940 |
+
900 train 7.505048 (lr=4.2858e-04) (hash(x)=26584754)
|
| 941 |
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901 train 7.450182 (lr=4.2607e-04) (hash(x)=22031210)
|
| 942 |
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902 train 7.636608 (lr=4.2357e-04) (hash(x)=24860582)
|
| 943 |
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903 train 7.584274 (lr=4.2110e-04) (hash(x)=25877990)
|
| 944 |
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904 train 7.651299 (lr=4.1865e-04) (hash(x)=24970646)
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| 945 |
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905 train 7.684777 (lr=4.1623e-04) (hash(x)=24382381)
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| 946 |
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906 train 7.583729 (lr=4.1383e-04) (hash(x)=25221746)
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| 947 |
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907 train 7.581177 (lr=4.1146e-04) (hash(x)=24551999)
|
| 948 |
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908 train 7.592172 (lr=4.0910e-04) (hash(x)=28151378)
|
| 949 |
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909 train 7.721892 (lr=4.0678e-04) (hash(x)=25765516)
|
| 950 |
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910 train 7.704419 (lr=4.0447e-04) (hash(x)=25630696)
|
| 951 |
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911 train 7.666819 (lr=4.0220e-04) (hash(x)=25204247)
|
| 952 |
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912 train 7.748660 (lr=3.9994e-04) (hash(x)=26326447)
|
| 953 |
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913 train 7.735210 (lr=3.9771e-04) (hash(x)=26321813)
|
| 954 |
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914 train 7.671812 (lr=3.9550e-04) (hash(x)=25400396)
|
| 955 |
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915 train 7.663969 (lr=3.9332e-04) (hash(x)=25528323)
|
| 956 |
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916 train 7.655039 (lr=3.9116e-04) (hash(x)=24035353)
|
| 957 |
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917 train 7.677423 (lr=3.8903e-04) (hash(x)=25114729)
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| 958 |
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918 train 7.558541 (lr=3.8692e-04) (hash(x)=21634962)
|
| 959 |
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919 train 7.685916 (lr=3.8484e-04) (hash(x)=31341964)
|
| 960 |
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920 train 7.632485 (lr=3.8277e-04) (hash(x)=29172813)
|
| 961 |
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921 train 7.810055 (lr=3.8074e-04) (hash(x)=26326024)
|
| 962 |
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922 train 7.541274 (lr=3.7873e-04) (hash(x)=20140071)
|
| 963 |
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923 train 7.658505 (lr=3.7674e-04) (hash(x)=27273311)
|
| 964 |
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924 train 7.732335 (lr=3.7478e-04) (hash(x)=31276487)
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| 965 |
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925 train 7.442649 (lr=3.7284e-04) (hash(x)=17819313)
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| 966 |
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926 train 7.814517 (lr=3.7093e-04) (hash(x)=25843618)
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| 967 |
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927 train 7.729936 (lr=3.6904e-04) (hash(x)=23769243)
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| 968 |
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928 train 7.648691 (lr=3.6718e-04) (hash(x)=28731298)
|
| 969 |
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929 train 7.781154 (lr=3.6534e-04) (hash(x)=23788738)
|
| 970 |
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930 train 7.605267 (lr=3.6353e-04) (hash(x)=26599031)
|
| 971 |
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931 train 7.717694 (lr=3.6174e-04) (hash(x)=24818744)
|
| 972 |
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932 train 7.625623 (lr=3.5998e-04) (hash(x)=23053871)
|
| 973 |
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933 train 7.560546 (lr=3.5824e-04) (hash(x)=23472795)
|
| 974 |
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934 train 8.132368 (lr=3.5653e-04) (hash(x)=29748225)
|
| 975 |
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935 train 7.840744 (lr=3.5484e-04) (hash(x)=24991832)
|
| 976 |
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936 train 7.838955 (lr=3.5317e-04) (hash(x)=23681545)
|
| 977 |
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937 train 7.631949 (lr=3.5154e-04) (hash(x)=22424066)
|
| 978 |
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938 train 7.650187 (lr=3.4992e-04) (hash(x)=25262748)
|
| 979 |
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939 train 7.630650 (lr=3.4833e-04) (hash(x)=26474878)
|
| 980 |
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940 train 7.807342 (lr=3.4677e-04) (hash(x)=23930593)
|
| 981 |
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941 train 7.611388 (lr=3.4523e-04) (hash(x)=22704349)
|
| 982 |
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942 train 7.717277 (lr=3.4372e-04) (hash(x)=24801048)
|
| 983 |
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943 train 7.626333 (lr=3.4224e-04) (hash(x)=22293673)
|
| 984 |
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944 train 7.689445 (lr=3.4077e-04) (hash(x)=23311934)
|
| 985 |
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945 train 7.666940 (lr=3.3934e-04) (hash(x)=21785487)
|
| 986 |
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946 train 7.573162 (lr=3.3793e-04) (hash(x)=22981456)
|
| 987 |
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947 train 7.822468 (lr=3.3654e-04) (hash(x)=25251063)
|
| 988 |
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948 train 7.648557 (lr=3.3518e-04) (hash(x)=25796422)
|
| 989 |
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949 train 7.573318 (lr=3.3385e-04) (hash(x)=22722211)
|
| 990 |
+
950 val loss 7.7103
|
| 991 |
+
950 val perplexity 2231.3188
|
| 992 |
+
950 train 7.653883 (lr=3.3254e-04) (hash(x)=24296755)
|
| 993 |
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951 train 7.667833 (lr=3.3125e-04) (hash(x)=24522269)
|
| 994 |
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952 train 7.680471 (lr=3.3000e-04) (hash(x)=25617184)
|
| 995 |
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953 train 7.566549 (lr=3.2876e-04) (hash(x)=23329475)
|
| 996 |
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954 train 7.682559 (lr=3.2756e-04) (hash(x)=30652062)
|
| 997 |
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955 train 7.636557 (lr=3.2638e-04) (hash(x)=24735165)
|
| 998 |
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956 train 7.438180 (lr=3.2522e-04) (hash(x)=23795686)
|
| 999 |
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957 train 7.495013 (lr=3.2409e-04) (hash(x)=27002892)
|
| 1000 |
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958 train 7.555714 (lr=3.2299e-04) (hash(x)=21189101)
|
| 1001 |
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959 train 7.481996 (lr=3.2191e-04) (hash(x)=23499349)
|
| 1002 |
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960 train 8.006815 (lr=3.2085e-04) (hash(x)=26807896)
|
| 1003 |
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961 train 7.635782 (lr=3.1983e-04) (hash(x)=22461589)
|
| 1004 |
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962 train 7.693501 (lr=3.1883e-04) (hash(x)=26904123)
|
| 1005 |
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963 train 7.534853 (lr=3.1785e-04) (hash(x)=26415040)
|
| 1006 |
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964 train 7.798769 (lr=3.1690e-04) (hash(x)=24463181)
|
| 1007 |
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965 train 7.842212 (lr=3.1598e-04) (hash(x)=26349465)
|
| 1008 |
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966 train 7.492079 (lr=3.1508e-04) (hash(x)=21205988)
|
| 1009 |
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967 train 7.531161 (lr=3.1421e-04) (hash(x)=21596677)
|
| 1010 |
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968 train 7.640459 (lr=3.1336e-04) (hash(x)=23575666)
|
| 1011 |
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969 train 7.462653 (lr=3.1254e-04) (hash(x)=24117012)
|
| 1012 |
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970 train 7.555417 (lr=3.1174e-04) (hash(x)=26013014)
|
| 1013 |
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971 train 7.692890 (lr=3.1098e-04) (hash(x)=24105761)
|
| 1014 |
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972 train 7.546981 (lr=3.1023e-04) (hash(x)=20369133)
|
| 1015 |
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973 train 7.580348 (lr=3.0952e-04) (hash(x)=25725049)
|
| 1016 |
+
974 train 7.421004 (lr=3.0882e-04) (hash(x)=19808118)
|
| 1017 |
+
975 train 7.377831 (lr=3.0816e-04) (hash(x)=22892776)
|
| 1018 |
+
976 train 7.563002 (lr=3.0752e-04) (hash(x)=23736780)
|
| 1019 |
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977 train 7.510027 (lr=3.0691e-04) (hash(x)=21630383)
|
| 1020 |
+
978 train 7.713317 (lr=3.0632e-04) (hash(x)=25397467)
|
| 1021 |
+
979 train 7.491992 (lr=3.0576e-04) (hash(x)=24727094)
|
| 1022 |
+
980 train 7.556301 (lr=3.0522e-04) (hash(x)=23951182)
|
| 1023 |
+
981 train 7.503581 (lr=3.0471e-04) (hash(x)=22835000)
|
| 1024 |
+
982 train 7.682641 (lr=3.0423e-04) (hash(x)=28767849)
|
| 1025 |
+
983 train 7.679814 (lr=3.0377e-04) (hash(x)=22839049)
|
| 1026 |
+
984 train 7.580838 (lr=3.0334e-04) (hash(x)=19930900)
|
| 1027 |
+
985 train 7.472993 (lr=3.0294e-04) (hash(x)=20654136)
|
| 1028 |
+
986 train 7.678939 (lr=3.0256e-04) (hash(x)=28495621)
|
| 1029 |
+
987 train 7.816905 (lr=3.0221e-04) (hash(x)=26776000)
|
| 1030 |
+
988 train 7.504190 (lr=3.0188e-04) (hash(x)=21584429)
|
| 1031 |
+
989 train 7.291087 (lr=3.0158e-04) (hash(x)=22560658)
|
| 1032 |
+
990 train 7.888208 (lr=3.0131e-04) (hash(x)=25276565)
|
| 1033 |
+
991 train 7.678051 (lr=3.0106e-04) (hash(x)=25995933)
|
| 1034 |
+
992 train 7.751837 (lr=3.0084e-04) (hash(x)=24163910)
|
| 1035 |
+
993 train 7.708351 (lr=3.0064e-04) (hash(x)=24635394)
|
| 1036 |
+
994 train 7.807448 (lr=3.0047e-04) (hash(x)=22556381)
|
| 1037 |
+
995 train 7.858635 (lr=3.0033e-04) (hash(x)=27537228)
|
| 1038 |
+
996 train 7.661697 (lr=3.0021e-04) (hash(x)=20883633)
|
| 1039 |
+
997 train 7.846888 (lr=3.0012e-04) (hash(x)=26496730)
|
| 1040 |
+
998 train 7.455209 (lr=3.0005e-04) (hash(x)=20342150)
|
| 1041 |
+
999 val loss 7.6994
|
| 1042 |
+
999 val perplexity 2206.9727
|
| 1043 |
+
999 train 7.462136 (lr=3.0001e-04) (hash(x)=16533310)
|
lr3e-3_total_batch_size20480_seq_len512/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c758b2128296c7a7ca867a9a503acb5893e6a3ff8faa3161eb84e1cf65f46ca6
|
| 3 |
+
size 48156226
|
lr3e-3_total_batch_size20480_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:35c93ecd484616bedda7ef4dc9ba66ea80a273a574b5536a69f85a156cddcbaa
|
| 3 |
+
size 71157574
|