Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size20480_seq_len512/args.json +1 -0
- lr1e-4_total_batch_size20480_seq_len512/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size20480_seq_len512/log2.txt +1043 -0
- lr1e-4_total_batch_size20480_seq_len512/model_00999.pt +3 -0
- lr1e-4_total_batch_size20480_seq_len512/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size20480_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_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", "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": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1e-4_total_batch_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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lr1e-4_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=3.4965e-07) (hash(x)=27234506)
|
| 5 |
+
1 train 11.756070 (lr=6.9930e-07) (hash(x)=20782690)
|
| 6 |
+
2 train 11.788530 (lr=1.0490e-06) (hash(x)=26532095)
|
| 7 |
+
3 train 11.767059 (lr=1.3986e-06) (hash(x)=23890908)
|
| 8 |
+
4 train 11.770683 (lr=1.7483e-06) (hash(x)=24011372)
|
| 9 |
+
5 train 11.763443 (lr=2.0979e-06) (hash(x)=24611628)
|
| 10 |
+
6 train 11.748604 (lr=2.4476e-06) (hash(x)=19245352)
|
| 11 |
+
7 train 11.735285 (lr=2.7972e-06) (hash(x)=25767553)
|
| 12 |
+
8 train 11.743330 (lr=3.1469e-06) (hash(x)=24809873)
|
| 13 |
+
9 train 11.748739 (lr=3.4965e-06) (hash(x)=22512166)
|
| 14 |
+
10 train 11.726679 (lr=3.8462e-06) (hash(x)=28092148)
|
| 15 |
+
11 train 11.724897 (lr=4.1958e-06) (hash(x)=24732833)
|
| 16 |
+
12 train 11.712705 (lr=4.5455e-06) (hash(x)=22694718)
|
| 17 |
+
13 train 11.718848 (lr=4.8951e-06) (hash(x)=25129410)
|
| 18 |
+
14 train 11.696350 (lr=5.2448e-06) (hash(x)=27858570)
|
| 19 |
+
15 train 11.697028 (lr=5.5944e-06) (hash(x)=26582391)
|
| 20 |
+
16 train 11.680421 (lr=5.9441e-06) (hash(x)=27279806)
|
| 21 |
+
17 train 11.666603 (lr=6.2937e-06) (hash(x)=26472336)
|
| 22 |
+
18 train 11.681172 (lr=6.6434e-06) (hash(x)=28301589)
|
| 23 |
+
19 train 11.645747 (lr=6.9930e-06) (hash(x)=27654289)
|
| 24 |
+
20 train 11.640273 (lr=7.3427e-06) (hash(x)=24995715)
|
| 25 |
+
21 train 11.622377 (lr=7.6923e-06) (hash(x)=26559876)
|
| 26 |
+
22 train 11.614866 (lr=8.0420e-06) (hash(x)=28364895)
|
| 27 |
+
23 train 11.610596 (lr=8.3916e-06) (hash(x)=21770329)
|
| 28 |
+
24 train 11.582096 (lr=8.7413e-06) (hash(x)=24628606)
|
| 29 |
+
25 train 11.576576 (lr=9.0909e-06) (hash(x)=22723459)
|
| 30 |
+
26 train 11.537670 (lr=9.4406e-06) (hash(x)=22897919)
|
| 31 |
+
27 train 11.565722 (lr=9.7902e-06) (hash(x)=30338342)
|
| 32 |
+
28 train 11.518240 (lr=1.0140e-05) (hash(x)=27063280)
|
| 33 |
+
29 train 11.489194 (lr=1.0490e-05) (hash(x)=25678059)
|
| 34 |
+
30 train 11.464165 (lr=1.0839e-05) (hash(x)=21853028)
|
| 35 |
+
31 train 11.473089 (lr=1.1189e-05) (hash(x)=26109335)
|
| 36 |
+
32 train 11.471902 (lr=1.1538e-05) (hash(x)=25334848)
|
| 37 |
+
33 train 11.419803 (lr=1.1888e-05) (hash(x)=25044885)
|
| 38 |
+
34 train 11.420362 (lr=1.2238e-05) (hash(x)=23678349)
|
| 39 |
+
35 train 11.401827 (lr=1.2587e-05) (hash(x)=28870690)
|
| 40 |
+
36 train 11.379728 (lr=1.2937e-05) (hash(x)=32982615)
|
| 41 |
+
37 train 11.377997 (lr=1.3287e-05) (hash(x)=35279941)
|
| 42 |
+
38 train 11.340857 (lr=1.3636e-05) (hash(x)=26400041)
|
| 43 |
+
39 train 11.273310 (lr=1.3986e-05) (hash(x)=25015923)
|
| 44 |
+
40 train 11.238981 (lr=1.4336e-05) (hash(x)=24853586)
|
| 45 |
+
41 train 11.229668 (lr=1.4685e-05) (hash(x)=26740855)
|
| 46 |
+
42 train 11.195984 (lr=1.5035e-05) (hash(x)=24584116)
|
| 47 |
+
43 train 11.176802 (lr=1.5385e-05) (hash(x)=22262151)
|
| 48 |
+
44 train 11.120602 (lr=1.5734e-05) (hash(x)=26627860)
|
| 49 |
+
45 train 11.087852 (lr=1.6084e-05) (hash(x)=26621834)
|
| 50 |
+
46 train 11.053520 (lr=1.6434e-05) (hash(x)=26930630)
|
| 51 |
+
47 train 11.019162 (lr=1.6783e-05) (hash(x)=23234741)
|
| 52 |
+
48 train 10.987256 (lr=1.7133e-05) (hash(x)=28102443)
|
| 53 |
+
49 train 11.058925 (lr=1.7483e-05) (hash(x)=25470563)
|
| 54 |
+
50 val loss 10.9568
|
| 55 |
+
50 val perplexity 57343.2812
|
| 56 |
+
50 train 10.951854 (lr=1.7832e-05) (hash(x)=28282861)
|
| 57 |
+
51 train 10.940174 (lr=1.8182e-05) (hash(x)=21799102)
|
| 58 |
+
52 train 10.872891 (lr=1.8531e-05) (hash(x)=23471769)
|
| 59 |
+
53 train 10.837331 (lr=1.8881e-05) (hash(x)=23275479)
|
| 60 |
+
54 train 10.848922 (lr=1.9231e-05) (hash(x)=24473581)
|
| 61 |
+
55 train 10.831827 (lr=1.9580e-05) (hash(x)=22091862)
|
| 62 |
+
56 train 10.725104 (lr=1.9930e-05) (hash(x)=26018202)
|
| 63 |
+
57 train 10.713504 (lr=2.0280e-05) (hash(x)=17430373)
|
| 64 |
+
58 train 10.597141 (lr=2.0629e-05) (hash(x)=24078083)
|
| 65 |
+
59 train 10.670362 (lr=2.0979e-05) (hash(x)=22954861)
|
| 66 |
+
60 train 10.698197 (lr=2.1329e-05) (hash(x)=28695016)
|
| 67 |
+
61 train 10.634047 (lr=2.1678e-05) (hash(x)=26671799)
|
| 68 |
+
62 train 10.668319 (lr=2.2028e-05) (hash(x)=23166092)
|
| 69 |
+
63 train 10.536644 (lr=2.2378e-05) (hash(x)=26924723)
|
| 70 |
+
64 train 10.597767 (lr=2.2727e-05) (hash(x)=25138659)
|
| 71 |
+
65 train 10.585502 (lr=2.3077e-05) (hash(x)=23557495)
|
| 72 |
+
66 train 10.513854 (lr=2.3427e-05) (hash(x)=25288123)
|
| 73 |
+
67 train 10.345476 (lr=2.3776e-05) (hash(x)=27804380)
|
| 74 |
+
68 train 10.538805 (lr=2.4126e-05) (hash(x)=26993263)
|
| 75 |
+
69 train 10.559528 (lr=2.4476e-05) (hash(x)=26654908)
|
| 76 |
+
70 train 10.442593 (lr=2.4825e-05) (hash(x)=27347722)
|
| 77 |
+
71 train 10.509675 (lr=2.5175e-05) (hash(x)=23627518)
|
| 78 |
+
72 train 10.459628 (lr=2.5524e-05) (hash(x)=21768671)
|
| 79 |
+
73 train 10.445970 (lr=2.5874e-05) (hash(x)=21889990)
|
| 80 |
+
74 train 10.371089 (lr=2.6224e-05) (hash(x)=23665838)
|
| 81 |
+
75 train 10.584812 (lr=2.6573e-05) (hash(x)=22528001)
|
| 82 |
+
76 train 10.457139 (lr=2.6923e-05) (hash(x)=22487328)
|
| 83 |
+
77 train 10.499977 (lr=2.7273e-05) (hash(x)=29248942)
|
| 84 |
+
78 train 10.403926 (lr=2.7622e-05) (hash(x)=23543273)
|
| 85 |
+
79 train 10.396155 (lr=2.7972e-05) (hash(x)=25533417)
|
| 86 |
+
80 train 10.364779 (lr=2.8322e-05) (hash(x)=25552036)
|
| 87 |
+
81 train 10.338118 (lr=2.8671e-05) (hash(x)=20612533)
|
| 88 |
+
82 train 10.301330 (lr=2.9021e-05) (hash(x)=20216795)
|
| 89 |
+
83 train 10.425492 (lr=2.9371e-05) (hash(x)=24677740)
|
| 90 |
+
84 train 10.362882 (lr=2.9720e-05) (hash(x)=16722715)
|
| 91 |
+
85 train 10.390660 (lr=3.0070e-05) (hash(x)=25347203)
|
| 92 |
+
86 train 10.357518 (lr=3.0420e-05) (hash(x)=24272489)
|
| 93 |
+
87 train 10.313563 (lr=3.0769e-05) (hash(x)=28922363)
|
| 94 |
+
88 train 10.296288 (lr=3.1119e-05) (hash(x)=25510798)
|
| 95 |
+
89 train 10.352019 (lr=3.1469e-05) (hash(x)=25631397)
|
| 96 |
+
90 train 10.265753 (lr=3.1818e-05) (hash(x)=21333676)
|
| 97 |
+
91 train 10.362594 (lr=3.2168e-05) (hash(x)=26237983)
|
| 98 |
+
92 train 10.321539 (lr=3.2517e-05) (hash(x)=25976502)
|
| 99 |
+
93 train 10.332174 (lr=3.2867e-05) (hash(x)=24742645)
|
| 100 |
+
94 train 10.357476 (lr=3.3217e-05) (hash(x)=27086333)
|
| 101 |
+
95 train 10.337040 (lr=3.3566e-05) (hash(x)=26157660)
|
| 102 |
+
96 train 10.332930 (lr=3.3916e-05) (hash(x)=23616370)
|
| 103 |
+
97 train 10.138109 (lr=3.4266e-05) (hash(x)=22582169)
|
| 104 |
+
98 train 10.223929 (lr=3.4615e-05) (hash(x)=26233189)
|
| 105 |
+
99 train 10.295856 (lr=3.4965e-05) (hash(x)=26431960)
|
| 106 |
+
100 val loss 10.3068
|
| 107 |
+
100 val perplexity 29936.4863
|
| 108 |
+
100 train 10.359409 (lr=3.5315e-05) (hash(x)=30707498)
|
| 109 |
+
101 train 10.295092 (lr=3.5664e-05) (hash(x)=25716176)
|
| 110 |
+
102 train 10.295593 (lr=3.6014e-05) (hash(x)=26256420)
|
| 111 |
+
103 train 10.312172 (lr=3.6364e-05) (hash(x)=28019788)
|
| 112 |
+
104 train 10.262430 (lr=3.6713e-05) (hash(x)=23510110)
|
| 113 |
+
105 train 10.305017 (lr=3.7063e-05) (hash(x)=20382963)
|
| 114 |
+
106 train 10.192451 (lr=3.7413e-05) (hash(x)=25339466)
|
| 115 |
+
107 train 10.282358 (lr=3.7762e-05) (hash(x)=24489647)
|
| 116 |
+
108 train 10.245831 (lr=3.8112e-05) (hash(x)=22927699)
|
| 117 |
+
109 train 10.226080 (lr=3.8462e-05) (hash(x)=25128502)
|
| 118 |
+
110 train 10.269227 (lr=3.8811e-05) (hash(x)=25808969)
|
| 119 |
+
111 train 10.207922 (lr=3.9161e-05) (hash(x)=25231390)
|
| 120 |
+
112 train 10.158957 (lr=3.9510e-05) (hash(x)=21154388)
|
| 121 |
+
113 train 10.147013 (lr=3.9860e-05) (hash(x)=22708977)
|
| 122 |
+
114 train 10.322182 (lr=4.0210e-05) (hash(x)=27258353)
|
| 123 |
+
115 train 10.175892 (lr=4.0559e-05) (hash(x)=24364920)
|
| 124 |
+
116 train 10.206132 (lr=4.0909e-05) (hash(x)=27243972)
|
| 125 |
+
117 train 10.235865 (lr=4.1259e-05) (hash(x)=24932925)
|
| 126 |
+
118 train 10.233398 (lr=4.1608e-05) (hash(x)=26371091)
|
| 127 |
+
119 train 10.155094 (lr=4.1958e-05) (hash(x)=26913684)
|
| 128 |
+
120 train 10.180317 (lr=4.2308e-05) (hash(x)=29239611)
|
| 129 |
+
121 train 10.057978 (lr=4.2657e-05) (hash(x)=18017792)
|
| 130 |
+
122 train 10.148741 (lr=4.3007e-05) (hash(x)=27574089)
|
| 131 |
+
123 train 10.158352 (lr=4.3357e-05) (hash(x)=28613882)
|
| 132 |
+
124 train 10.152716 (lr=4.3706e-05) (hash(x)=26981914)
|
| 133 |
+
125 train 10.159129 (lr=4.4056e-05) (hash(x)=22652243)
|
| 134 |
+
126 train 10.111862 (lr=4.4406e-05) (hash(x)=15446025)
|
| 135 |
+
127 train 10.059793 (lr=4.4755e-05) (hash(x)=27194521)
|
| 136 |
+
128 train 10.018322 (lr=4.5105e-05) (hash(x)=25264518)
|
| 137 |
+
129 train 10.153021 (lr=4.5455e-05) (hash(x)=24936836)
|
| 138 |
+
130 train 10.123075 (lr=4.5804e-05) (hash(x)=28197282)
|
| 139 |
+
131 train 10.091504 (lr=4.6154e-05) (hash(x)=24765578)
|
| 140 |
+
132 train 10.096424 (lr=4.6503e-05) (hash(x)=27448185)
|
| 141 |
+
133 train 10.181149 (lr=4.6853e-05) (hash(x)=23107416)
|
| 142 |
+
134 train 10.008262 (lr=4.7203e-05) (hash(x)=26755138)
|
| 143 |
+
135 train 10.023855 (lr=4.7552e-05) (hash(x)=29314255)
|
| 144 |
+
136 train 9.964910 (lr=4.7902e-05) (hash(x)=22112669)
|
| 145 |
+
137 train 10.033711 (lr=4.8252e-05) (hash(x)=24013079)
|
| 146 |
+
138 train 9.977947 (lr=4.8601e-05) (hash(x)=22537194)
|
| 147 |
+
139 train 9.957504 (lr=4.8951e-05) (hash(x)=25322001)
|
| 148 |
+
140 train 10.094177 (lr=4.9301e-05) (hash(x)=27028126)
|
| 149 |
+
141 train 10.046268 (lr=4.9650e-05) (hash(x)=26690440)
|
| 150 |
+
142 train 9.974261 (lr=5.0000e-05) (hash(x)=26967331)
|
| 151 |
+
143 train 10.013650 (lr=5.0350e-05) (hash(x)=22598512)
|
| 152 |
+
144 train 10.017159 (lr=5.0699e-05) (hash(x)=24697985)
|
| 153 |
+
145 train 9.888652 (lr=5.1049e-05) (hash(x)=18473911)
|
| 154 |
+
146 train 9.961899 (lr=5.1399e-05) (hash(x)=23172124)
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149 train 9.928902 (lr=5.2448e-05) (hash(x)=26324153)
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150 val loss 9.9480
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150 val perplexity 20909.6211
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200 val loss 9.4299
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200 val perplexity 12455.8535
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239 train 9.006875 (lr=8.3916e-05) (hash(x)=23164356)
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249 train 8.950446 (lr=8.7413e-05) (hash(x)=24948650)
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250 val loss 8.9133
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| 263 |
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250 val perplexity 7429.9385
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| 264 |
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250 train 8.871754 (lr=8.7762e-05) (hash(x)=25559534)
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299 train 8.370158 (lr=9.9926e-05) (hash(x)=24825041)
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300 val loss 8.3697
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300 val perplexity 4314.2568
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346 train 8.137057 (lr=9.8441e-05) (hash(x)=24298886)
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347 train 8.125513 (lr=9.8389e-05) (hash(x)=25888847)
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348 train 8.159514 (lr=9.8336e-05) (hash(x)=30860646)
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349 train 8.107687 (lr=9.8282e-05) (hash(x)=26518800)
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350 val loss 8.0751
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| 367 |
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350 val perplexity 3213.5435
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| 368 |
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350 train 8.070807 (lr=9.8228e-05) (hash(x)=25385523)
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351 train 8.205559 (lr=9.8172e-05) (hash(x)=37519283)
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353 train 8.115188 (lr=9.8059e-05) (hash(x)=25141945)
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354 train 8.108124 (lr=9.8001e-05) (hash(x)=22717866)
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355 train 8.433540 (lr=9.7942e-05) (hash(x)=28527939)
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356 train 8.181572 (lr=9.7882e-05) (hash(x)=32757059)
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357 train 7.993158 (lr=9.7822e-05) (hash(x)=21942471)
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358 train 8.201951 (lr=9.7761e-05) (hash(x)=24247339)
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359 train 8.058681 (lr=9.7699e-05) (hash(x)=24955630)
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360 train 8.109174 (lr=9.7636e-05) (hash(x)=21368780)
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366 train 7.901494 (lr=9.7241e-05) (hash(x)=22183009)
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367 train 7.886165 (lr=9.7172e-05) (hash(x)=23475070)
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368 train 8.019608 (lr=9.7103e-05) (hash(x)=23359061)
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369 train 8.010147 (lr=9.7032e-05) (hash(x)=23609959)
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370 train 7.975481 (lr=9.6961e-05) (hash(x)=22408449)
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371 train 7.906122 (lr=9.6889e-05) (hash(x)=23441847)
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372 train 7.886661 (lr=9.6817e-05) (hash(x)=23676365)
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375 train 7.949654 (lr=9.6593e-05) (hash(x)=26171093)
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380 train 7.564116 (lr=9.6206e-05) (hash(x)=18691455)
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381 train 7.882860 (lr=9.6126e-05) (hash(x)=24934792)
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382 train 7.808902 (lr=9.6045e-05) (hash(x)=23864361)
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383 train 7.853098 (lr=9.5963e-05) (hash(x)=25367597)
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384 train 7.958365 (lr=9.5881e-05) (hash(x)=27016702)
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385 train 7.940325 (lr=9.5798e-05) (hash(x)=25022148)
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389 train 8.025242 (lr=9.5457e-05) (hash(x)=29307788)
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390 train 7.804760 (lr=9.5370e-05) (hash(x)=24965435)
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391 train 7.853750 (lr=9.5282e-05) (hash(x)=25651929)
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392 train 7.887435 (lr=9.5194e-05) (hash(x)=28451031)
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393 train 7.935885 (lr=9.5104e-05) (hash(x)=26312387)
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394 train 7.905349 (lr=9.5014e-05) (hash(x)=25326650)
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395 train 7.818499 (lr=9.4923e-05) (hash(x)=23804913)
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396 train 7.998854 (lr=9.4831e-05) (hash(x)=25537529)
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397 train 7.809297 (lr=9.4739e-05) (hash(x)=26115519)
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398 train 7.803030 (lr=9.4646e-05) (hash(x)=25494804)
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399 train 7.935295 (lr=9.4551e-05) (hash(x)=23210747)
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| 418 |
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400 val loss 7.8653
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| 419 |
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400 val perplexity 2605.3943
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| 420 |
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400 train 7.847210 (lr=9.4457e-05) (hash(x)=15717069)
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401 train 7.820347 (lr=9.4361e-05) (hash(x)=18463712)
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402 train 7.862066 (lr=9.4265e-05) (hash(x)=20705573)
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403 train 7.827834 (lr=9.4168e-05) (hash(x)=23245699)
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405 train 7.770213 (lr=9.3971e-05) (hash(x)=21770300)
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406 train 8.436256 (lr=9.3872e-05) (hash(x)=23334569)
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407 train 7.679902 (lr=9.3772e-05) (hash(x)=25387532)
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408 train 7.844475 (lr=9.3671e-05) (hash(x)=29466743)
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409 train 7.862890 (lr=9.3569e-05) (hash(x)=27718703)
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410 train 7.901713 (lr=9.3467e-05) (hash(x)=17631973)
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411 train 7.923923 (lr=9.3364e-05) (hash(x)=27661052)
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412 train 7.722741 (lr=9.3260e-05) (hash(x)=22244096)
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413 train 7.814191 (lr=9.3155e-05) (hash(x)=26538928)
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414 train 7.815310 (lr=9.3050e-05) (hash(x)=26256802)
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415 train 7.904099 (lr=9.2944e-05) (hash(x)=21772654)
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416 train 7.877647 (lr=9.2837e-05) (hash(x)=25026277)
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417 train 7.960544 (lr=9.2729e-05) (hash(x)=26263254)
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418 train 7.886663 (lr=9.2621e-05) (hash(x)=24726314)
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419 train 7.731798 (lr=9.2512e-05) (hash(x)=23552356)
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420 train 7.812923 (lr=9.2402e-05) (hash(x)=26699819)
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421 train 8.146421 (lr=9.2292e-05) (hash(x)=22707141)
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423 train 7.900240 (lr=9.2069e-05) (hash(x)=34234481)
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424 train 7.775521 (lr=9.1956e-05) (hash(x)=25401624)
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426 train 8.017336 (lr=9.1729e-05) (hash(x)=25682280)
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427 train 7.864930 (lr=9.1614e-05) (hash(x)=25891543)
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428 train 7.757998 (lr=9.1499e-05) (hash(x)=25962407)
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429 train 7.685889 (lr=9.1382e-05) (hash(x)=21971224)
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430 train 7.801029 (lr=9.1266e-05) (hash(x)=30838142)
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431 train 7.842700 (lr=9.1148e-05) (hash(x)=27312186)
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432 train 7.938363 (lr=9.1030e-05) (hash(x)=23657081)
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433 train 7.906349 (lr=9.0911e-05) (hash(x)=22163749)
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434 train 7.575752 (lr=9.0791e-05) (hash(x)=24829818)
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435 train 7.832965 (lr=9.0671e-05) (hash(x)=25942888)
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436 train 7.795085 (lr=9.0550e-05) (hash(x)=23785671)
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437 train 7.823710 (lr=9.0428e-05) (hash(x)=25493916)
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438 train 7.944253 (lr=9.0306e-05) (hash(x)=28618702)
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439 train 7.995876 (lr=9.0182e-05) (hash(x)=24289951)
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440 train 7.768553 (lr=9.0059e-05) (hash(x)=26331486)
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441 train 7.767030 (lr=8.9934e-05) (hash(x)=23648671)
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442 train 7.707991 (lr=8.9809e-05) (hash(x)=27292797)
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444 train 8.011742 (lr=8.9557e-05) (hash(x)=24398330)
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445 train 7.766413 (lr=8.9430e-05) (hash(x)=26005549)
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446 train 7.749378 (lr=8.9302e-05) (hash(x)=30259737)
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447 train 7.746036 (lr=8.9173e-05) (hash(x)=21046554)
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448 train 7.751832 (lr=8.9044e-05) (hash(x)=18773877)
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| 469 |
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449 train 7.749691 (lr=8.8914e-05) (hash(x)=26321539)
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450 val loss 7.7555
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| 471 |
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450 val perplexity 2334.2913
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| 472 |
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450 train 7.740405 (lr=8.8784e-05) (hash(x)=22850804)
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451 train 7.786320 (lr=8.8653e-05) (hash(x)=27807872)
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452 train 7.773264 (lr=8.8521e-05) (hash(x)=25545137)
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453 train 7.767291 (lr=8.8388e-05) (hash(x)=21555364)
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454 train 7.809669 (lr=8.8255e-05) (hash(x)=27243798)
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455 train 7.690829 (lr=8.8122e-05) (hash(x)=26325324)
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456 train 7.655442 (lr=8.7987e-05) (hash(x)=26228728)
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457 train 7.866999 (lr=8.7852e-05) (hash(x)=24956294)
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458 train 7.734053 (lr=8.7717e-05) (hash(x)=25592289)
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459 train 7.715889 (lr=8.7580e-05) (hash(x)=24429389)
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460 train 7.735579 (lr=8.7444e-05) (hash(x)=28733708)
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461 train 7.919900 (lr=8.7306e-05) (hash(x)=27929846)
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462 train 7.745178 (lr=8.7168e-05) (hash(x)=22417476)
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463 train 7.816964 (lr=8.7029e-05) (hash(x)=25282897)
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464 train 7.635806 (lr=8.6890e-05) (hash(x)=22278062)
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465 train 7.636587 (lr=8.6750e-05) (hash(x)=26802508)
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467 train 7.772000 (lr=8.6468e-05) (hash(x)=28390416)
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468 train 7.910661 (lr=8.6326e-05) (hash(x)=26379331)
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469 train 7.942529 (lr=8.6184e-05) (hash(x)=26292451)
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470 train 7.838595 (lr=8.6041e-05) (hash(x)=26301866)
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471 train 7.841110 (lr=8.5897e-05) (hash(x)=22915344)
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473 train 7.794286 (lr=8.5608e-05) (hash(x)=24744383)
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474 train 7.635128 (lr=8.5462e-05) (hash(x)=22835201)
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475 train 7.711008 (lr=8.5316e-05) (hash(x)=26284678)
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476 train 7.724489 (lr=8.5170e-05) (hash(x)=24745936)
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477 train 7.586637 (lr=8.5022e-05) (hash(x)=21654269)
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478 train 7.758162 (lr=8.4875e-05) (hash(x)=32387999)
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479 train 8.394434 (lr=8.4726e-05) (hash(x)=29466268)
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480 train 8.340124 (lr=8.4577e-05) (hash(x)=30736727)
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481 train 8.318363 (lr=8.4428e-05) (hash(x)=32616762)
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482 train 8.294589 (lr=8.4278e-05) (hash(x)=29358578)
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483 train 8.367889 (lr=8.4127e-05) (hash(x)=32201138)
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484 train 8.390668 (lr=8.3976e-05) (hash(x)=30041621)
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485 train 8.355347 (lr=8.3824e-05) (hash(x)=33683468)
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486 train 8.055648 (lr=8.3672e-05) (hash(x)=26837755)
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487 train 7.830695 (lr=8.3519e-05) (hash(x)=27498125)
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488 train 7.984925 (lr=8.3366e-05) (hash(x)=22372507)
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489 train 7.670789 (lr=8.3212e-05) (hash(x)=25164318)
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490 train 7.717383 (lr=8.3057e-05) (hash(x)=26562947)
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491 train 7.675936 (lr=8.2902e-05) (hash(x)=25690221)
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492 train 7.746218 (lr=8.2746e-05) (hash(x)=21947305)
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493 train 7.687648 (lr=8.2590e-05) (hash(x)=29031550)
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494 train 7.815752 (lr=8.2434e-05) (hash(x)=26551589)
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495 train 7.803751 (lr=8.2276e-05) (hash(x)=24094093)
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496 train 7.602840 (lr=8.2119e-05) (hash(x)=23639076)
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497 train 9.217509 (lr=8.1960e-05) (hash(x)=61455960)
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498 train 11.649544 (lr=8.1801e-05) (hash(x)=65636572)
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499 train 11.616954 (lr=8.1642e-05) (hash(x)=61104710)
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500 val loss 7.7316
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| 523 |
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500 val perplexity 2279.2478
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| 524 |
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500 train 8.383205 (lr=8.1482e-05) (hash(x)=24123821)
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501 train 7.390849 (lr=8.1322e-05) (hash(x)=20881126)
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502 train 7.773952 (lr=8.1161e-05) (hash(x)=23209969)
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503 train 7.796063 (lr=8.1000e-05) (hash(x)=26920243)
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504 train 7.672505 (lr=8.0838e-05) (hash(x)=26127756)
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505 train 7.614229 (lr=8.0676e-05) (hash(x)=21970343)
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506 train 7.679968 (lr=8.0513e-05) (hash(x)=24097897)
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510 train 7.715953 (lr=7.9856e-05) (hash(x)=23549168)
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511 train 7.649692 (lr=7.9691e-05) (hash(x)=22022924)
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512 train 7.671283 (lr=7.9525e-05) (hash(x)=23294980)
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514 train 7.854635 (lr=7.9192e-05) (hash(x)=26271115)
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516 train 7.704733 (lr=7.8858e-05) (hash(x)=22729318)
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528 train 7.638879 (lr=7.6811e-05) (hash(x)=22010703)
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529 train 7.932634 (lr=7.6637e-05) (hash(x)=34976197)
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530 train 7.649604 (lr=7.6463e-05) (hash(x)=28248301)
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531 train 7.681161 (lr=7.6289e-05) (hash(x)=23870805)
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532 train 7.649999 (lr=7.6115e-05) (hash(x)=24457252)
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537 train 7.699659 (lr=7.5235e-05) (hash(x)=24068619)
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538 train 7.731132 (lr=7.5058e-05) (hash(x)=26359528)
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539 train 7.698642 (lr=7.4881e-05) (hash(x)=25441262)
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540 train 7.616361 (lr=7.4703e-05) (hash(x)=24413659)
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541 train 7.989346 (lr=7.4525e-05) (hash(x)=29181867)
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542 train 7.762399 (lr=7.4346e-05) (hash(x)=31551575)
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543 train 7.744263 (lr=7.4167e-05) (hash(x)=27093757)
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544 train 7.722213 (lr=7.3988e-05) (hash(x)=23624298)
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545 train 7.586331 (lr=7.3808e-05) (hash(x)=25150275)
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| 570 |
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546 train 7.602991 (lr=7.3628e-05) (hash(x)=26239886)
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| 571 |
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547 train 7.969000 (lr=7.3448e-05) (hash(x)=33457102)
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| 572 |
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548 train 7.597427 (lr=7.3267e-05) (hash(x)=17499738)
|
| 573 |
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549 train 7.637483 (lr=7.3086e-05) (hash(x)=25755322)
|
| 574 |
+
550 val loss 7.6587
|
| 575 |
+
550 val perplexity 2119.0200
|
| 576 |
+
550 train 7.736249 (lr=7.2904e-05) (hash(x)=23722795)
|
| 577 |
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551 train 7.620814 (lr=7.2723e-05) (hash(x)=23630794)
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| 578 |
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552 train 7.584390 (lr=7.2540e-05) (hash(x)=23374168)
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| 579 |
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553 train 7.587133 (lr=7.2358e-05) (hash(x)=25167987)
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| 580 |
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554 train 7.852980 (lr=7.2175e-05) (hash(x)=30941010)
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555 train 7.594168 (lr=7.1992e-05) (hash(x)=24043224)
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| 582 |
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556 train 7.721970 (lr=7.1808e-05) (hash(x)=29736627)
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| 583 |
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557 train 7.684642 (lr=7.1624e-05) (hash(x)=24665411)
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| 584 |
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558 train 7.699383 (lr=7.1440e-05) (hash(x)=27916043)
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| 585 |
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559 train 7.644013 (lr=7.1256e-05) (hash(x)=17321657)
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| 586 |
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560 train 7.467325 (lr=7.1071e-05) (hash(x)=23829833)
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561 train 7.871204 (lr=7.0886e-05) (hash(x)=27932591)
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562 train 7.932806 (lr=7.0701e-05) (hash(x)=28206079)
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| 589 |
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563 train 8.044420 (lr=7.0515e-05) (hash(x)=29447954)
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| 590 |
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564 train 7.688857 (lr=7.0329e-05) (hash(x)=25935364)
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| 591 |
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565 train 7.695575 (lr=7.0143e-05) (hash(x)=24621816)
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566 train 7.635980 (lr=6.9956e-05) (hash(x)=24070405)
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567 train 7.703582 (lr=6.9769e-05) (hash(x)=24682294)
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| 594 |
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568 train 7.711880 (lr=6.9582e-05) (hash(x)=24050209)
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569 train 7.666784 (lr=6.9394e-05) (hash(x)=28057095)
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| 596 |
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570 train 7.769289 (lr=6.9207e-05) (hash(x)=22523232)
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| 597 |
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571 train 7.684893 (lr=6.9019e-05) (hash(x)=24547536)
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572 train 7.575873 (lr=6.8830e-05) (hash(x)=24978712)
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573 train 7.532546 (lr=6.8642e-05) (hash(x)=18987545)
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574 train 7.646169 (lr=6.8453e-05) (hash(x)=24092784)
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575 train 7.621340 (lr=6.8264e-05) (hash(x)=26745063)
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576 train 7.637866 (lr=6.8075e-05) (hash(x)=22539112)
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577 train 7.391376 (lr=6.7885e-05) (hash(x)=21447406)
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578 train 7.420279 (lr=6.7695e-05) (hash(x)=21082139)
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579 train 7.470431 (lr=6.7505e-05) (hash(x)=24650655)
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580 train 7.669219 (lr=6.7315e-05) (hash(x)=22130721)
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| 607 |
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581 train 7.986447 (lr=6.7124e-05) (hash(x)=26519976)
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582 train 8.554877 (lr=6.6933e-05) (hash(x)=25582440)
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| 609 |
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583 train 7.771469 (lr=6.6742e-05) (hash(x)=20106514)
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| 610 |
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584 train 7.528815 (lr=6.6551e-05) (hash(x)=25695510)
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| 611 |
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585 train 7.568365 (lr=6.6360e-05) (hash(x)=20117808)
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| 612 |
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586 train 7.664600 (lr=6.6168e-05) (hash(x)=24501900)
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587 train 7.672115 (lr=6.5976e-05) (hash(x)=25510334)
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| 614 |
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588 train 7.528102 (lr=6.5784e-05) (hash(x)=22099158)
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| 615 |
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589 train 7.650597 (lr=6.5592e-05) (hash(x)=25749120)
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| 616 |
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590 train 7.940101 (lr=6.5399e-05) (hash(x)=21720691)
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| 617 |
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591 train 7.485755 (lr=6.5206e-05) (hash(x)=24357241)
|
| 618 |
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592 train 7.759824 (lr=6.5013e-05) (hash(x)=28911272)
|
| 619 |
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593 train 7.644472 (lr=6.4820e-05) (hash(x)=25584945)
|
| 620 |
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594 train 7.536990 (lr=6.4627e-05) (hash(x)=21847287)
|
| 621 |
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595 train 7.589716 (lr=6.4433e-05) (hash(x)=25198897)
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| 622 |
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596 train 7.479732 (lr=6.4240e-05) (hash(x)=22436833)
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| 623 |
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597 train 7.768996 (lr=6.4046e-05) (hash(x)=23475891)
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| 624 |
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598 train 7.439800 (lr=6.3852e-05) (hash(x)=25083992)
|
| 625 |
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599 train 7.721510 (lr=6.3658e-05) (hash(x)=23644804)
|
| 626 |
+
600 val loss 7.6346
|
| 627 |
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600 val perplexity 2068.6345
|
| 628 |
+
600 train 7.589725 (lr=6.3463e-05) (hash(x)=31377168)
|
| 629 |
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601 train 7.970809 (lr=6.3269e-05) (hash(x)=25629584)
|
| 630 |
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602 train 7.803752 (lr=6.3074e-05) (hash(x)=29285135)
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| 631 |
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603 train 7.984015 (lr=6.2879e-05) (hash(x)=29797280)
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| 632 |
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604 train 7.820681 (lr=6.2684e-05) (hash(x)=33122326)
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| 633 |
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605 train 8.106792 (lr=6.2489e-05) (hash(x)=30026394)
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| 634 |
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606 train 8.333110 (lr=6.2294e-05) (hash(x)=34353164)
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| 635 |
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607 train 7.594029 (lr=6.2098e-05) (hash(x)=26594177)
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| 636 |
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608 train 7.678337 (lr=6.1903e-05) (hash(x)=25554738)
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| 637 |
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609 train 7.762151 (lr=6.1707e-05) (hash(x)=23766256)
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| 638 |
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610 train 7.652583 (lr=6.1511e-05) (hash(x)=26853444)
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| 639 |
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611 train 7.673648 (lr=6.1315e-05) (hash(x)=24250150)
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| 640 |
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612 train 7.566403 (lr=6.1119e-05) (hash(x)=26289588)
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| 641 |
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613 train 7.653089 (lr=6.0923e-05) (hash(x)=26108817)
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| 642 |
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614 train 7.575051 (lr=6.0726e-05) (hash(x)=23814987)
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| 643 |
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615 train 7.567137 (lr=6.0530e-05) (hash(x)=18582688)
|
| 644 |
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616 train 7.583081 (lr=6.0333e-05) (hash(x)=25558792)
|
| 645 |
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617 train 7.555091 (lr=6.0137e-05) (hash(x)=23272705)
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| 646 |
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618 train 7.554976 (lr=5.9940e-05) (hash(x)=24709241)
|
| 647 |
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619 train 7.571392 (lr=5.9743e-05) (hash(x)=24793412)
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| 648 |
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620 train 7.570584 (lr=5.9546e-05) (hash(x)=27256707)
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| 649 |
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621 train 7.552554 (lr=5.9349e-05) (hash(x)=19280989)
|
| 650 |
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622 train 7.591905 (lr=5.9152e-05) (hash(x)=26508642)
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623 train 7.534531 (lr=5.8955e-05) (hash(x)=22751150)
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624 train 7.808561 (lr=5.8758e-05) (hash(x)=23880160)
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625 train 7.547490 (lr=5.8560e-05) (hash(x)=23537942)
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626 train 7.556577 (lr=5.8363e-05) (hash(x)=26975313)
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| 655 |
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627 train 7.486595 (lr=5.8165e-05) (hash(x)=23748375)
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| 656 |
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628 train 7.485116 (lr=5.7968e-05) (hash(x)=25541754)
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| 657 |
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629 train 7.871311 (lr=5.7770e-05) (hash(x)=27413825)
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630 train 7.823086 (lr=5.7573e-05) (hash(x)=27075951)
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| 659 |
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631 train 7.654891 (lr=5.7375e-05) (hash(x)=21682445)
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632 train 7.632730 (lr=5.7177e-05) (hash(x)=23361504)
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| 661 |
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633 train 7.548299 (lr=5.6979e-05) (hash(x)=22040184)
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| 662 |
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634 train 7.574142 (lr=5.6782e-05) (hash(x)=23727731)
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| 663 |
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635 train 7.576105 (lr=5.6584e-05) (hash(x)=24463229)
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| 664 |
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636 train 7.780320 (lr=5.6386e-05) (hash(x)=32663792)
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| 665 |
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637 train 7.614997 (lr=5.6188e-05) (hash(x)=24091954)
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| 666 |
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638 train 7.550580 (lr=5.5990e-05) (hash(x)=23599013)
|
| 667 |
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639 train 7.551748 (lr=5.5792e-05) (hash(x)=26670219)
|
| 668 |
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640 train 7.540818 (lr=5.5594e-05) (hash(x)=24380893)
|
| 669 |
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641 train 7.628519 (lr=5.5396e-05) (hash(x)=25558986)
|
| 670 |
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642 train 7.683051 (lr=5.5198e-05) (hash(x)=25729492)
|
| 671 |
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643 train 7.444208 (lr=5.5000e-05) (hash(x)=19218943)
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| 672 |
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644 train 7.666581 (lr=5.4802e-05) (hash(x)=23952206)
|
| 673 |
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645 train 7.639890 (lr=5.4604e-05) (hash(x)=24551402)
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| 674 |
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646 train 7.527094 (lr=5.4406e-05) (hash(x)=24007642)
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| 675 |
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647 train 7.568041 (lr=5.4208e-05) (hash(x)=25229281)
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| 676 |
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648 train 7.349470 (lr=5.4010e-05) (hash(x)=18214283)
|
| 677 |
+
649 train 7.308761 (lr=5.3812e-05) (hash(x)=21251127)
|
| 678 |
+
650 val loss 7.6231
|
| 679 |
+
650 val perplexity 2044.8160
|
| 680 |
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650 train 7.788250 (lr=5.3614e-05) (hash(x)=25097619)
|
| 681 |
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651 train 7.492816 (lr=5.3416e-05) (hash(x)=25800857)
|
| 682 |
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652 train 7.500025 (lr=5.3218e-05) (hash(x)=22918428)
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| 683 |
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653 train 7.538114 (lr=5.3021e-05) (hash(x)=25836189)
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| 684 |
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654 train 7.524338 (lr=5.2823e-05) (hash(x)=24504567)
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| 685 |
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655 train 7.552638 (lr=5.2625e-05) (hash(x)=25999255)
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| 686 |
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656 train 7.552148 (lr=5.2427e-05) (hash(x)=27308968)
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| 687 |
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657 train 7.639724 (lr=5.2230e-05) (hash(x)=20149394)
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| 688 |
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658 train 7.607770 (lr=5.2032e-05) (hash(x)=24498556)
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| 689 |
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659 train 7.475309 (lr=5.1835e-05) (hash(x)=21999338)
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| 690 |
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660 train 7.500627 (lr=5.1637e-05) (hash(x)=23280568)
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661 train 7.773887 (lr=5.1440e-05) (hash(x)=27611302)
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| 692 |
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662 train 7.607110 (lr=5.1242e-05) (hash(x)=23982308)
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| 693 |
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663 train 7.559577 (lr=5.1045e-05) (hash(x)=22778356)
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| 694 |
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664 train 7.483366 (lr=5.0848e-05) (hash(x)=23467046)
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| 695 |
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665 train 7.645515 (lr=5.0651e-05) (hash(x)=24195959)
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| 696 |
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666 train 7.980962 (lr=5.0454e-05) (hash(x)=32710438)
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| 697 |
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667 train 7.679995 (lr=5.0257e-05) (hash(x)=19127465)
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| 698 |
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668 train 7.837014 (lr=5.0060e-05) (hash(x)=28962580)
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| 699 |
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669 train 7.572300 (lr=4.9863e-05) (hash(x)=22426274)
|
| 700 |
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670 train 7.577860 (lr=4.9667e-05) (hash(x)=25606512)
|
| 701 |
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671 train 7.447354 (lr=4.9470e-05) (hash(x)=23785205)
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| 702 |
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672 train 7.596399 (lr=4.9274e-05) (hash(x)=24779414)
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| 703 |
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673 train 7.717569 (lr=4.9077e-05) (hash(x)=28505676)
|
| 704 |
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674 train 7.767404 (lr=4.8881e-05) (hash(x)=29156288)
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675 train 7.457535 (lr=4.8685e-05) (hash(x)=27706477)
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676 train 7.595258 (lr=4.8489e-05) (hash(x)=23711800)
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677 train 7.710373 (lr=4.8293e-05) (hash(x)=28684175)
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| 708 |
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678 train 7.558385 (lr=4.8097e-05) (hash(x)=25225466)
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| 709 |
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679 train 7.700738 (lr=4.7902e-05) (hash(x)=28003600)
|
| 710 |
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680 train 7.616917 (lr=4.7706e-05) (hash(x)=27989890)
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| 711 |
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681 train 7.666185 (lr=4.7511e-05) (hash(x)=27586845)
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| 712 |
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682 train 7.630069 (lr=4.7316e-05) (hash(x)=22373927)
|
| 713 |
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683 train 7.510782 (lr=4.7121e-05) (hash(x)=21176405)
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| 714 |
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684 train 7.474745 (lr=4.6926e-05) (hash(x)=23806052)
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| 715 |
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685 train 7.555648 (lr=4.6731e-05) (hash(x)=25888433)
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| 716 |
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686 train 7.731767 (lr=4.6537e-05) (hash(x)=27797727)
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687 train 7.592105 (lr=4.6342e-05) (hash(x)=27916982)
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| 718 |
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688 train 7.536187 (lr=4.6148e-05) (hash(x)=24621793)
|
| 719 |
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689 train 7.437708 (lr=4.5954e-05) (hash(x)=24334708)
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| 720 |
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690 train 7.622230 (lr=4.5760e-05) (hash(x)=24419143)
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| 721 |
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691 train 7.506947 (lr=4.5567e-05) (hash(x)=25617709)
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| 722 |
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692 train 7.510048 (lr=4.5373e-05) (hash(x)=24556034)
|
| 723 |
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693 train 7.887058 (lr=4.5180e-05) (hash(x)=25152362)
|
| 724 |
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694 train 7.610797 (lr=4.4987e-05) (hash(x)=24326376)
|
| 725 |
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695 train 7.496637 (lr=4.4794e-05) (hash(x)=24276512)
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| 726 |
+
696 train 7.349700 (lr=4.4601e-05) (hash(x)=24344695)
|
| 727 |
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697 train 7.606761 (lr=4.4408e-05) (hash(x)=26776133)
|
| 728 |
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698 train 7.467590 (lr=4.4216e-05) (hash(x)=21847282)
|
| 729 |
+
699 train 7.333020 (lr=4.4024e-05) (hash(x)=20254159)
|
| 730 |
+
700 val loss 7.6080
|
| 731 |
+
700 val perplexity 2014.1713
|
| 732 |
+
700 train 7.441834 (lr=4.3832e-05) (hash(x)=25044762)
|
| 733 |
+
701 train 7.541940 (lr=4.3640e-05) (hash(x)=27873855)
|
| 734 |
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702 train 7.582738 (lr=4.3449e-05) (hash(x)=22575615)
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| 735 |
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703 train 7.565621 (lr=4.3258e-05) (hash(x)=25113614)
|
| 736 |
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704 train 7.672441 (lr=4.3067e-05) (hash(x)=28062905)
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| 737 |
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705 train 7.590787 (lr=4.2876e-05) (hash(x)=26192886)
|
| 738 |
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706 train 7.566239 (lr=4.2685e-05) (hash(x)=25770338)
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| 739 |
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707 train 7.469866 (lr=4.2495e-05) (hash(x)=24614912)
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| 740 |
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708 train 7.530090 (lr=4.2305e-05) (hash(x)=26934071)
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| 741 |
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709 train 7.505883 (lr=4.2115e-05) (hash(x)=25397093)
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| 742 |
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710 train 7.649030 (lr=4.1925e-05) (hash(x)=25925963)
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| 743 |
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711 train 7.458528 (lr=4.1736e-05) (hash(x)=19811802)
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| 744 |
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712 train 7.562682 (lr=4.1547e-05) (hash(x)=23248423)
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| 745 |
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713 train 7.530380 (lr=4.1358e-05) (hash(x)=25579655)
|
| 746 |
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714 train 7.705186 (lr=4.1170e-05) (hash(x)=25537603)
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| 747 |
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715 train 7.613539 (lr=4.0981e-05) (hash(x)=26096514)
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| 748 |
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716 train 7.624192 (lr=4.0793e-05) (hash(x)=24132888)
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| 749 |
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717 train 7.495349 (lr=4.0606e-05) (hash(x)=22589633)
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718 train 7.463028 (lr=4.0418e-05) (hash(x)=27781566)
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| 751 |
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719 train 7.705812 (lr=4.0231e-05) (hash(x)=26757147)
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720 train 7.745534 (lr=4.0044e-05) (hash(x)=26649864)
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| 753 |
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721 train 7.600248 (lr=3.9857e-05) (hash(x)=24963730)
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| 754 |
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722 train 7.602943 (lr=3.9671e-05) (hash(x)=25249959)
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723 train 7.458243 (lr=3.9485e-05) (hash(x)=27703124)
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724 train 7.464323 (lr=3.9299e-05) (hash(x)=26459082)
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725 train 7.420321 (lr=3.9114e-05) (hash(x)=24781713)
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726 train 7.725396 (lr=3.8929e-05) (hash(x)=26597693)
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| 759 |
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727 train 7.523052 (lr=3.8744e-05) (hash(x)=24720476)
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| 760 |
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728 train 7.545893 (lr=3.8560e-05) (hash(x)=23691295)
|
| 761 |
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729 train 7.655793 (lr=3.8376e-05) (hash(x)=23481301)
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730 train 7.549343 (lr=3.8192e-05) (hash(x)=23295676)
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| 763 |
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731 train 7.492396 (lr=3.8008e-05) (hash(x)=25641033)
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| 764 |
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732 train 7.598472 (lr=3.7825e-05) (hash(x)=22441379)
|
| 765 |
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733 train 7.511992 (lr=3.7642e-05) (hash(x)=27369437)
|
| 766 |
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734 train 7.539789 (lr=3.7460e-05) (hash(x)=24482272)
|
| 767 |
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735 train 7.659534 (lr=3.7277e-05) (hash(x)=24760900)
|
| 768 |
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736 train 7.557656 (lr=3.7096e-05) (hash(x)=23919156)
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737 train 7.447842 (lr=3.6914e-05) (hash(x)=21692546)
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738 train 7.501382 (lr=3.6733e-05) (hash(x)=27692087)
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739 train 7.633173 (lr=3.6552e-05) (hash(x)=22720391)
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740 train 7.448800 (lr=3.6372e-05) (hash(x)=26146560)
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741 train 7.578500 (lr=3.6192e-05) (hash(x)=24376979)
|
| 774 |
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742 train 7.586529 (lr=3.6012e-05) (hash(x)=22917712)
|
| 775 |
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743 train 7.478118 (lr=3.5833e-05) (hash(x)=22244509)
|
| 776 |
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744 train 7.480198 (lr=3.5654e-05) (hash(x)=25243385)
|
| 777 |
+
745 train 7.484527 (lr=3.5475e-05) (hash(x)=21831960)
|
| 778 |
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746 train 7.493180 (lr=3.5297e-05) (hash(x)=24842373)
|
| 779 |
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747 train 7.422365 (lr=3.5119e-05) (hash(x)=24921535)
|
| 780 |
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748 train 7.491825 (lr=3.4942e-05) (hash(x)=24344615)
|
| 781 |
+
749 train 7.499056 (lr=3.4765e-05) (hash(x)=25381251)
|
| 782 |
+
750 val loss 7.5999
|
| 783 |
+
750 val perplexity 1997.9175
|
| 784 |
+
750 train 7.403535 (lr=3.4588e-05) (hash(x)=22887303)
|
| 785 |
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751 train 7.585867 (lr=3.4412e-05) (hash(x)=25687352)
|
| 786 |
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752 train 7.564346 (lr=3.4236e-05) (hash(x)=27791412)
|
| 787 |
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753 train 7.466172 (lr=3.4060e-05) (hash(x)=25221654)
|
| 788 |
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754 train 7.576991 (lr=3.3885e-05) (hash(x)=23243731)
|
| 789 |
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755 train 7.536428 (lr=3.3711e-05) (hash(x)=24469863)
|
| 790 |
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756 train 7.674136 (lr=3.3537e-05) (hash(x)=22484936)
|
| 791 |
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757 train 7.566036 (lr=3.3363e-05) (hash(x)=25291413)
|
| 792 |
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758 train 7.467584 (lr=3.3189e-05) (hash(x)=23952225)
|
| 793 |
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759 train 7.561107 (lr=3.3016e-05) (hash(x)=25744274)
|
| 794 |
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760 train 7.443997 (lr=3.2844e-05) (hash(x)=22616739)
|
| 795 |
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761 train 7.439696 (lr=3.2672e-05) (hash(x)=24246963)
|
| 796 |
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762 train 7.434772 (lr=3.2500e-05) (hash(x)=19407094)
|
| 797 |
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763 train 7.517981 (lr=3.2329e-05) (hash(x)=19724058)
|
| 798 |
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764 train 7.362933 (lr=3.2158e-05) (hash(x)=18836491)
|
| 799 |
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765 train 7.420434 (lr=3.1988e-05) (hash(x)=20705649)
|
| 800 |
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766 train 7.645336 (lr=3.1818e-05) (hash(x)=21325875)
|
| 801 |
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767 train 7.666421 (lr=3.1648e-05) (hash(x)=24938685)
|
| 802 |
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768 train 7.630509 (lr=3.1479e-05) (hash(x)=25152403)
|
| 803 |
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769 train 7.762554 (lr=3.1311e-05) (hash(x)=21707000)
|
| 804 |
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770 train 7.450766 (lr=3.1142e-05) (hash(x)=17952018)
|
| 805 |
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771 train 7.507354 (lr=3.0975e-05) (hash(x)=24948980)
|
| 806 |
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772 train 7.957976 (lr=3.0808e-05) (hash(x)=28012110)
|
| 807 |
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773 train 7.581994 (lr=3.0641e-05) (hash(x)=30773958)
|
| 808 |
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774 train 8.110618 (lr=3.0475e-05) (hash(x)=29481068)
|
| 809 |
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775 train 7.572071 (lr=3.0309e-05) (hash(x)=26769046)
|
| 810 |
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776 train 7.512348 (lr=3.0144e-05) (hash(x)=26755048)
|
| 811 |
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777 train 7.514757 (lr=2.9979e-05) (hash(x)=18849656)
|
| 812 |
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778 train 7.807108 (lr=2.9814e-05) (hash(x)=25449800)
|
| 813 |
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779 train 8.299426 (lr=2.9651e-05) (hash(x)=24624950)
|
| 814 |
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780 train 7.532690 (lr=2.9487e-05) (hash(x)=26174069)
|
| 815 |
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781 train 7.715192 (lr=2.9324e-05) (hash(x)=27299605)
|
| 816 |
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782 train 7.624476 (lr=2.9162e-05) (hash(x)=24777273)
|
| 817 |
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783 train 7.616799 (lr=2.9000e-05) (hash(x)=24113445)
|
| 818 |
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784 train 7.503209 (lr=2.8839e-05) (hash(x)=23970384)
|
| 819 |
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785 train 7.747850 (lr=2.8678e-05) (hash(x)=32644465)
|
| 820 |
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786 train 7.863757 (lr=2.8518e-05) (hash(x)=29951548)
|
| 821 |
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787 train 7.601475 (lr=2.8358e-05) (hash(x)=25829219)
|
| 822 |
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788 train 7.635177 (lr=2.8199e-05) (hash(x)=20556094)
|
| 823 |
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789 train 7.459713 (lr=2.8040e-05) (hash(x)=25194550)
|
| 824 |
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790 train 7.603440 (lr=2.7881e-05) (hash(x)=28482186)
|
| 825 |
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791 train 7.570147 (lr=2.7724e-05) (hash(x)=25941804)
|
| 826 |
+
792 train 7.582454 (lr=2.7566e-05) (hash(x)=27049208)
|
| 827 |
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793 train 7.597131 (lr=2.7410e-05) (hash(x)=24075727)
|
| 828 |
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794 train 7.660492 (lr=2.7254e-05) (hash(x)=25082806)
|
| 829 |
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795 train 7.633698 (lr=2.7098e-05) (hash(x)=23104539)
|
| 830 |
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796 train 7.516155 (lr=2.6943e-05) (hash(x)=25351113)
|
| 831 |
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797 train 7.622557 (lr=2.6788e-05) (hash(x)=23018983)
|
| 832 |
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798 train 7.568786 (lr=2.6634e-05) (hash(x)=25302106)
|
| 833 |
+
799 train 7.489184 (lr=2.6481e-05) (hash(x)=24422929)
|
| 834 |
+
800 val loss 7.5857
|
| 835 |
+
800 val perplexity 1969.8767
|
| 836 |
+
800 train 7.568878 (lr=2.6328e-05) (hash(x)=29052117)
|
| 837 |
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801 train 7.565760 (lr=2.6176e-05) (hash(x)=23389696)
|
| 838 |
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802 train 7.495582 (lr=2.6024e-05) (hash(x)=23962503)
|
| 839 |
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803 train 7.573020 (lr=2.5873e-05) (hash(x)=29102969)
|
| 840 |
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804 train 7.712683 (lr=2.5722e-05) (hash(x)=24948166)
|
| 841 |
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805 train 7.638350 (lr=2.5572e-05) (hash(x)=28359859)
|
| 842 |
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806 train 7.641867 (lr=2.5423e-05) (hash(x)=22360298)
|
| 843 |
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807 train 7.745175 (lr=2.5274e-05) (hash(x)=24630955)
|
| 844 |
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808 train 7.747856 (lr=2.5125e-05) (hash(x)=26897402)
|
| 845 |
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809 train 7.701249 (lr=2.4978e-05) (hash(x)=22969113)
|
| 846 |
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810 train 7.542614 (lr=2.4830e-05) (hash(x)=25205781)
|
| 847 |
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811 train 7.546130 (lr=2.4684e-05) (hash(x)=27004415)
|
| 848 |
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812 train 7.420169 (lr=2.4538e-05) (hash(x)=22974875)
|
| 849 |
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813 train 7.504194 (lr=2.4392e-05) (hash(x)=22265063)
|
| 850 |
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814 train 7.422019 (lr=2.4247e-05) (hash(x)=23312114)
|
| 851 |
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815 train 7.561425 (lr=2.4103e-05) (hash(x)=26905990)
|
| 852 |
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816 train 7.562366 (lr=2.3959e-05) (hash(x)=27089280)
|
| 853 |
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817 train 7.511436 (lr=2.3816e-05) (hash(x)=24047679)
|
| 854 |
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818 train 7.578308 (lr=2.3674e-05) (hash(x)=25034684)
|
| 855 |
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819 train 7.773652 (lr=2.3532e-05) (hash(x)=26905582)
|
| 856 |
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820 train 7.433074 (lr=2.3391e-05) (hash(x)=21406950)
|
| 857 |
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821 train 7.433749 (lr=2.3250e-05) (hash(x)=29018970)
|
| 858 |
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822 train 7.416494 (lr=2.3110e-05) (hash(x)=20853530)
|
| 859 |
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823 train 7.501361 (lr=2.2971e-05) (hash(x)=24503315)
|
| 860 |
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824 train 7.530054 (lr=2.2832e-05) (hash(x)=23080074)
|
| 861 |
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825 train 7.398076 (lr=2.2694e-05) (hash(x)=22607537)
|
| 862 |
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826 train 7.808821 (lr=2.2556e-05) (hash(x)=32179773)
|
| 863 |
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827 train 8.881022 (lr=2.2420e-05) (hash(x)=26690225)
|
| 864 |
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828 train 7.569139 (lr=2.2283e-05) (hash(x)=22109609)
|
| 865 |
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829 train 7.520998 (lr=2.2148e-05) (hash(x)=24226255)
|
| 866 |
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830 train 7.595139 (lr=2.2013e-05) (hash(x)=23013573)
|
| 867 |
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831 train 7.396942 (lr=2.1878e-05) (hash(x)=23622702)
|
| 868 |
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832 train 7.586246 (lr=2.1745e-05) (hash(x)=21517429)
|
| 869 |
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833 train 7.535779 (lr=2.1612e-05) (hash(x)=23910425)
|
| 870 |
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834 train 7.634594 (lr=2.1479e-05) (hash(x)=24407484)
|
| 871 |
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835 train 7.919840 (lr=2.1347e-05) (hash(x)=27213318)
|
| 872 |
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836 train 7.554382 (lr=2.1216e-05) (hash(x)=25524191)
|
| 873 |
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837 train 7.586559 (lr=2.1086e-05) (hash(x)=26701577)
|
| 874 |
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838 train 7.432321 (lr=2.0956e-05) (hash(x)=22091266)
|
| 875 |
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839 train 7.562690 (lr=2.0827e-05) (hash(x)=26216794)
|
| 876 |
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840 train 7.482749 (lr=2.0698e-05) (hash(x)=20817340)
|
| 877 |
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841 train 7.944189 (lr=2.0570e-05) (hash(x)=27579623)
|
| 878 |
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842 train 7.412446 (lr=2.0443e-05) (hash(x)=21532187)
|
| 879 |
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843 train 7.714222 (lr=2.0317e-05) (hash(x)=26086198)
|
| 880 |
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844 train 7.532524 (lr=2.0191e-05) (hash(x)=23911729)
|
| 881 |
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845 train 7.515644 (lr=2.0066e-05) (hash(x)=24863441)
|
| 882 |
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846 train 7.968708 (lr=1.9941e-05) (hash(x)=28856978)
|
| 883 |
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847 train 7.363721 (lr=1.9818e-05) (hash(x)=25236385)
|
| 884 |
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848 train 7.665146 (lr=1.9694e-05) (hash(x)=24278687)
|
| 885 |
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849 train 7.738198 (lr=1.9572e-05) (hash(x)=25330803)
|
| 886 |
+
850 val loss 7.5848
|
| 887 |
+
850 val perplexity 1968.1276
|
| 888 |
+
850 train 7.615569 (lr=1.9450e-05) (hash(x)=21568545)
|
| 889 |
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851 train 7.526470 (lr=1.9329e-05) (hash(x)=22508532)
|
| 890 |
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852 train 7.561185 (lr=1.9209e-05) (hash(x)=24850662)
|
| 891 |
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853 train 7.562243 (lr=1.9089e-05) (hash(x)=21799261)
|
| 892 |
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854 train 7.747930 (lr=1.8970e-05) (hash(x)=24884891)
|
| 893 |
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855 train 7.555419 (lr=1.8852e-05) (hash(x)=26311168)
|
| 894 |
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856 train 7.597106 (lr=1.8734e-05) (hash(x)=27549895)
|
| 895 |
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857 train 7.283412 (lr=1.8618e-05) (hash(x)=20977430)
|
| 896 |
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858 train 7.413096 (lr=1.8501e-05) (hash(x)=23448855)
|
| 897 |
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859 train 7.614607 (lr=1.8386e-05) (hash(x)=26941617)
|
| 898 |
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860 train 7.789804 (lr=1.8271e-05) (hash(x)=26953192)
|
| 899 |
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861 train 7.770515 (lr=1.8157e-05) (hash(x)=30008957)
|
| 900 |
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862 train 7.683902 (lr=1.8044e-05) (hash(x)=27069893)
|
| 901 |
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863 train 7.569233 (lr=1.7931e-05) (hash(x)=27125962)
|
| 902 |
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864 train 7.398902 (lr=1.7819e-05) (hash(x)=23341415)
|
| 903 |
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865 train 7.524310 (lr=1.7708e-05) (hash(x)=25888358)
|
| 904 |
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866 train 7.689504 (lr=1.7598e-05) (hash(x)=26761645)
|
| 905 |
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867 train 7.572095 (lr=1.7488e-05) (hash(x)=21725719)
|
| 906 |
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868 train 7.472510 (lr=1.7379e-05) (hash(x)=25746493)
|
| 907 |
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869 train 7.501115 (lr=1.7271e-05) (hash(x)=21669704)
|
| 908 |
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870 train 7.416508 (lr=1.7163e-05) (hash(x)=21167493)
|
| 909 |
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871 train 7.515857 (lr=1.7056e-05) (hash(x)=23166993)
|
| 910 |
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872 train 7.473018 (lr=1.6950e-05) (hash(x)=23947208)
|
| 911 |
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873 train 7.600850 (lr=1.6845e-05) (hash(x)=26235974)
|
| 912 |
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874 train 7.926110 (lr=1.6740e-05) (hash(x)=29822604)
|
| 913 |
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875 train 7.467489 (lr=1.6636e-05) (hash(x)=25426430)
|
| 914 |
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876 train 7.470237 (lr=1.6533e-05) (hash(x)=26043735)
|
| 915 |
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877 train 7.418916 (lr=1.6431e-05) (hash(x)=22966314)
|
| 916 |
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878 train 7.701723 (lr=1.6329e-05) (hash(x)=27944619)
|
| 917 |
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879 train 7.468981 (lr=1.6228e-05) (hash(x)=23448505)
|
| 918 |
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880 train 7.494925 (lr=1.6128e-05) (hash(x)=24205942)
|
| 919 |
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881 train 7.390527 (lr=1.6029e-05) (hash(x)=26330693)
|
| 920 |
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882 train 7.409158 (lr=1.5930e-05) (hash(x)=24844466)
|
| 921 |
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883 train 7.378872 (lr=1.5832e-05) (hash(x)=29550596)
|
| 922 |
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884 train 7.461069 (lr=1.5735e-05) (hash(x)=20506540)
|
| 923 |
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885 train 7.481843 (lr=1.5639e-05) (hash(x)=22124892)
|
| 924 |
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886 train 7.482552 (lr=1.5543e-05) (hash(x)=24867036)
|
| 925 |
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887 train 7.504941 (lr=1.5449e-05) (hash(x)=25607640)
|
| 926 |
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888 train 7.499252 (lr=1.5354e-05) (hash(x)=26176930)
|
| 927 |
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889 train 7.215381 (lr=1.5261e-05) (hash(x)=23795894)
|
| 928 |
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890 train 7.144152 (lr=1.5169e-05) (hash(x)=23756298)
|
| 929 |
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891 train 7.376658 (lr=1.5077e-05) (hash(x)=24165449)
|
| 930 |
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892 train 7.420582 (lr=1.4986e-05) (hash(x)=26643739)
|
| 931 |
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893 train 7.605301 (lr=1.4896e-05) (hash(x)=24697756)
|
| 932 |
+
894 train 7.499039 (lr=1.4806e-05) (hash(x)=24431101)
|
| 933 |
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895 train 7.675683 (lr=1.4718e-05) (hash(x)=27218899)
|
| 934 |
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896 train 7.448135 (lr=1.4630e-05) (hash(x)=29462219)
|
| 935 |
+
897 train 7.516937 (lr=1.4543e-05) (hash(x)=24748522)
|
| 936 |
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898 train 7.500336 (lr=1.4456e-05) (hash(x)=24843486)
|
| 937 |
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899 train 7.653016 (lr=1.4371e-05) (hash(x)=24965317)
|
| 938 |
+
900 val loss 7.5805
|
| 939 |
+
900 val perplexity 1959.5200
|
| 940 |
+
900 train 7.390455 (lr=1.4286e-05) (hash(x)=26584754)
|
| 941 |
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901 train 7.309467 (lr=1.4202e-05) (hash(x)=22031210)
|
| 942 |
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902 train 7.507323 (lr=1.4119e-05) (hash(x)=24860582)
|
| 943 |
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903 train 7.442982 (lr=1.4037e-05) (hash(x)=25877990)
|
| 944 |
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904 train 7.523367 (lr=1.3955e-05) (hash(x)=24970646)
|
| 945 |
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905 train 7.550287 (lr=1.3874e-05) (hash(x)=24382381)
|
| 946 |
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906 train 7.433103 (lr=1.3794e-05) (hash(x)=25221746)
|
| 947 |
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907 train 7.426545 (lr=1.3715e-05) (hash(x)=24551999)
|
| 948 |
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908 train 7.455559 (lr=1.3637e-05) (hash(x)=28151378)
|
| 949 |
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909 train 7.608099 (lr=1.3559e-05) (hash(x)=25765516)
|
| 950 |
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910 train 7.566759 (lr=1.3482e-05) (hash(x)=25630696)
|
| 951 |
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911 train 7.546997 (lr=1.3407e-05) (hash(x)=25204247)
|
| 952 |
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912 train 7.625235 (lr=1.3331e-05) (hash(x)=26326447)
|
| 953 |
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913 train 7.584642 (lr=1.3257e-05) (hash(x)=26321813)
|
| 954 |
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914 train 7.520039 (lr=1.3183e-05) (hash(x)=25400396)
|
| 955 |
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915 train 7.540230 (lr=1.3111e-05) (hash(x)=25528323)
|
| 956 |
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916 train 7.528754 (lr=1.3039e-05) (hash(x)=24035353)
|
| 957 |
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917 train 7.545255 (lr=1.2968e-05) (hash(x)=25114729)
|
| 958 |
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918 train 7.437885 (lr=1.2897e-05) (hash(x)=21634962)
|
| 959 |
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919 train 7.578315 (lr=1.2828e-05) (hash(x)=31341964)
|
| 960 |
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920 train 7.485369 (lr=1.2759e-05) (hash(x)=29172813)
|
| 961 |
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921 train 7.637546 (lr=1.2691e-05) (hash(x)=26326024)
|
| 962 |
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922 train 7.395048 (lr=1.2624e-05) (hash(x)=20140071)
|
| 963 |
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923 train 7.539844 (lr=1.2558e-05) (hash(x)=27273311)
|
| 964 |
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924 train 7.615642 (lr=1.2493e-05) (hash(x)=31276487)
|
| 965 |
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925 train 7.311555 (lr=1.2428e-05) (hash(x)=17819313)
|
| 966 |
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926 train 7.652135 (lr=1.2364e-05) (hash(x)=25843618)
|
| 967 |
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927 train 7.601595 (lr=1.2301e-05) (hash(x)=23769243)
|
| 968 |
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928 train 7.514042 (lr=1.2239e-05) (hash(x)=28731298)
|
| 969 |
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929 train 7.657512 (lr=1.2178e-05) (hash(x)=23788738)
|
| 970 |
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930 train 7.464962 (lr=1.2118e-05) (hash(x)=26599031)
|
| 971 |
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931 train 7.573407 (lr=1.2058e-05) (hash(x)=24818744)
|
| 972 |
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932 train 7.474153 (lr=1.1999e-05) (hash(x)=23053871)
|
| 973 |
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933 train 7.430338 (lr=1.1941e-05) (hash(x)=23472795)
|
| 974 |
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934 train 8.027657 (lr=1.1884e-05) (hash(x)=29748225)
|
| 975 |
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935 train 7.720096 (lr=1.1828e-05) (hash(x)=24991832)
|
| 976 |
+
936 train 7.696406 (lr=1.1772e-05) (hash(x)=23681545)
|
| 977 |
+
937 train 7.490154 (lr=1.1718e-05) (hash(x)=22424066)
|
| 978 |
+
938 train 7.499488 (lr=1.1664e-05) (hash(x)=25262748)
|
| 979 |
+
939 train 7.481741 (lr=1.1611e-05) (hash(x)=26474878)
|
| 980 |
+
940 train 7.688588 (lr=1.1559e-05) (hash(x)=23930593)
|
| 981 |
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941 train 7.485000 (lr=1.1508e-05) (hash(x)=22704349)
|
| 982 |
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942 train 7.552230 (lr=1.1457e-05) (hash(x)=24801048)
|
| 983 |
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943 train 7.501627 (lr=1.1408e-05) (hash(x)=22293673)
|
| 984 |
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944 train 7.567864 (lr=1.1359e-05) (hash(x)=23311934)
|
| 985 |
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945 train 7.566318 (lr=1.1311e-05) (hash(x)=21785487)
|
| 986 |
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946 train 7.430105 (lr=1.1264e-05) (hash(x)=22981456)
|
| 987 |
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947 train 7.690678 (lr=1.1218e-05) (hash(x)=25251063)
|
| 988 |
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948 train 7.496724 (lr=1.1173e-05) (hash(x)=25796422)
|
| 989 |
+
949 train 7.410078 (lr=1.1128e-05) (hash(x)=22722211)
|
| 990 |
+
950 val loss 7.5736
|
| 991 |
+
950 val perplexity 1946.0972
|
| 992 |
+
950 train 7.514771 (lr=1.1085e-05) (hash(x)=24296755)
|
| 993 |
+
951 train 7.508792 (lr=1.1042e-05) (hash(x)=24522269)
|
| 994 |
+
952 train 7.515880 (lr=1.1000e-05) (hash(x)=25617184)
|
| 995 |
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953 train 7.418437 (lr=1.0959e-05) (hash(x)=23329475)
|
| 996 |
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954 train 7.535826 (lr=1.0919e-05) (hash(x)=30652062)
|
| 997 |
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955 train 7.465960 (lr=1.0879e-05) (hash(x)=24735165)
|
| 998 |
+
956 train 7.297657 (lr=1.0841e-05) (hash(x)=23795686)
|
| 999 |
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957 train 7.338871 (lr=1.0803e-05) (hash(x)=27002892)
|
| 1000 |
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958 train 7.411456 (lr=1.0766e-05) (hash(x)=21189101)
|
| 1001 |
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959 train 7.315903 (lr=1.0730e-05) (hash(x)=23499349)
|
| 1002 |
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960 train 7.916732 (lr=1.0695e-05) (hash(x)=26807896)
|
| 1003 |
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961 train 7.489057 (lr=1.0661e-05) (hash(x)=22461589)
|
| 1004 |
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962 train 7.569326 (lr=1.0628e-05) (hash(x)=26904123)
|
| 1005 |
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963 train 7.388714 (lr=1.0595e-05) (hash(x)=26415040)
|
| 1006 |
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964 train 7.680634 (lr=1.0563e-05) (hash(x)=24463181)
|
| 1007 |
+
965 train 7.729903 (lr=1.0533e-05) (hash(x)=26349465)
|
| 1008 |
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966 train 7.332331 (lr=1.0503e-05) (hash(x)=21205988)
|
| 1009 |
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967 train 7.385901 (lr=1.0474e-05) (hash(x)=21596677)
|
| 1010 |
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968 train 7.503863 (lr=1.0445e-05) (hash(x)=23575666)
|
| 1011 |
+
969 train 7.317882 (lr=1.0418e-05) (hash(x)=24117012)
|
| 1012 |
+
970 train 7.436379 (lr=1.0391e-05) (hash(x)=26013014)
|
| 1013 |
+
971 train 7.550871 (lr=1.0366e-05) (hash(x)=24105761)
|
| 1014 |
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972 train 7.416203 (lr=1.0341e-05) (hash(x)=20369133)
|
| 1015 |
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973 train 7.449209 (lr=1.0317e-05) (hash(x)=25725049)
|
| 1016 |
+
974 train 7.333949 (lr=1.0294e-05) (hash(x)=19808118)
|
| 1017 |
+
975 train 7.242748 (lr=1.0272e-05) (hash(x)=22892776)
|
| 1018 |
+
976 train 7.423972 (lr=1.0251e-05) (hash(x)=23736780)
|
| 1019 |
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977 train 7.370919 (lr=1.0230e-05) (hash(x)=21630383)
|
| 1020 |
+
978 train 7.583869 (lr=1.0211e-05) (hash(x)=25397467)
|
| 1021 |
+
979 train 7.335042 (lr=1.0192e-05) (hash(x)=24727094)
|
| 1022 |
+
980 train 7.406897 (lr=1.0174e-05) (hash(x)=23951182)
|
| 1023 |
+
981 train 7.351386 (lr=1.0157e-05) (hash(x)=22835000)
|
| 1024 |
+
982 train 7.581035 (lr=1.0141e-05) (hash(x)=28767849)
|
| 1025 |
+
983 train 7.542294 (lr=1.0126e-05) (hash(x)=22839049)
|
| 1026 |
+
984 train 7.453597 (lr=1.0111e-05) (hash(x)=19930900)
|
| 1027 |
+
985 train 7.346589 (lr=1.0098e-05) (hash(x)=20654136)
|
| 1028 |
+
986 train 7.561928 (lr=1.0085e-05) (hash(x)=28495621)
|
| 1029 |
+
987 train 7.698074 (lr=1.0074e-05) (hash(x)=26776000)
|
| 1030 |
+
988 train 7.367422 (lr=1.0063e-05) (hash(x)=21584429)
|
| 1031 |
+
989 train 7.129485 (lr=1.0053e-05) (hash(x)=22560658)
|
| 1032 |
+
990 train 7.772963 (lr=1.0044e-05) (hash(x)=25276565)
|
| 1033 |
+
991 train 7.573019 (lr=1.0035e-05) (hash(x)=25995933)
|
| 1034 |
+
992 train 7.633466 (lr=1.0028e-05) (hash(x)=24163910)
|
| 1035 |
+
993 train 7.562485 (lr=1.0021e-05) (hash(x)=24635394)
|
| 1036 |
+
994 train 7.674159 (lr=1.0016e-05) (hash(x)=22556381)
|
| 1037 |
+
995 train 7.752596 (lr=1.0011e-05) (hash(x)=27537228)
|
| 1038 |
+
996 train 7.535579 (lr=1.0007e-05) (hash(x)=20883633)
|
| 1039 |
+
997 train 7.690817 (lr=1.0004e-05) (hash(x)=26496730)
|
| 1040 |
+
998 train 7.326190 (lr=1.0002e-05) (hash(x)=20342150)
|
| 1041 |
+
999 val loss 7.5717
|
| 1042 |
+
999 val perplexity 1942.4972
|
| 1043 |
+
999 train 7.335561 (lr=1.0000e-05) (hash(x)=16533310)
|
lr1e-4_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:dba5299212bc73baf4641b4128b4609892d223b94a8fc71552ab43d716c9d292
|
| 3 |
+
size 48156226
|
lr1e-4_total_batch_size20480_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7e84cb6f5f282642bd6c6173c535031740aeafdffd921ded9c30c58f9ab5b3aa
|
| 3 |
+
size 71157574
|