Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size40960_seq_len512/args.json +1 -0
- lr1e-4_total_batch_size40960_seq_len512/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size40960_seq_len512/log2.txt +1043 -0
- lr1e-4_total_batch_size40960_seq_len512/model_00999.pt +3 -0
- lr1e-4_total_batch_size40960_seq_len512/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size40960_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size40960_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": 40960, "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_size40960_seq_len512/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cec289292cf51a5462e2631af59109e64df3eca2d9e62e1fbd1c53a776a0f874
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size 964
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lr1e-4_total_batch_size40960_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 11.768598 (lr=3.4965e-07) (hash(x)=20782690)
|
| 5 |
+
1 train 11.786053 (lr=6.9930e-07) (hash(x)=23890908)
|
| 6 |
+
2 train 11.768688 (lr=1.0490e-06) (hash(x)=24611628)
|
| 7 |
+
3 train 11.759061 (lr=1.3986e-06) (hash(x)=25767553)
|
| 8 |
+
4 train 11.747805 (lr=1.7483e-06) (hash(x)=22512166)
|
| 9 |
+
5 train 11.747869 (lr=2.0979e-06) (hash(x)=24732833)
|
| 10 |
+
6 train 11.754723 (lr=2.4476e-06) (hash(x)=25129410)
|
| 11 |
+
7 train 11.757739 (lr=2.7972e-06) (hash(x)=26582391)
|
| 12 |
+
8 train 11.737188 (lr=3.1469e-06) (hash(x)=26472336)
|
| 13 |
+
9 train 11.743741 (lr=3.4965e-06) (hash(x)=27654289)
|
| 14 |
+
10 train 11.730678 (lr=3.8462e-06) (hash(x)=26559876)
|
| 15 |
+
11 train 11.731321 (lr=4.1958e-06) (hash(x)=21770329)
|
| 16 |
+
12 train 11.707128 (lr=4.5455e-06) (hash(x)=22723459)
|
| 17 |
+
13 train 11.695724 (lr=4.8951e-06) (hash(x)=30338342)
|
| 18 |
+
14 train 11.703027 (lr=5.2448e-06) (hash(x)=25678059)
|
| 19 |
+
15 train 11.684772 (lr=5.5944e-06) (hash(x)=26109335)
|
| 20 |
+
16 train 11.678885 (lr=5.9441e-06) (hash(x)=25044885)
|
| 21 |
+
17 train 11.671003 (lr=6.2937e-06) (hash(x)=28870690)
|
| 22 |
+
18 train 11.645406 (lr=6.6434e-06) (hash(x)=35279941)
|
| 23 |
+
19 train 11.638879 (lr=6.9930e-06) (hash(x)=25015923)
|
| 24 |
+
20 train 11.619357 (lr=7.3427e-06) (hash(x)=26740855)
|
| 25 |
+
21 train 11.615834 (lr=7.6923e-06) (hash(x)=22262151)
|
| 26 |
+
22 train 11.581081 (lr=8.0420e-06) (hash(x)=26621834)
|
| 27 |
+
23 train 11.559290 (lr=8.3916e-06) (hash(x)=23234741)
|
| 28 |
+
24 train 11.568782 (lr=8.7413e-06) (hash(x)=25470563)
|
| 29 |
+
25 train 11.542329 (lr=9.0909e-06) (hash(x)=21799102)
|
| 30 |
+
26 train 11.524164 (lr=9.4406e-06) (hash(x)=23275479)
|
| 31 |
+
27 train 11.509420 (lr=9.7902e-06) (hash(x)=22091862)
|
| 32 |
+
28 train 11.466881 (lr=1.0140e-05) (hash(x)=17430373)
|
| 33 |
+
29 train 11.452047 (lr=1.0490e-05) (hash(x)=22954861)
|
| 34 |
+
30 train 11.440687 (lr=1.0839e-05) (hash(x)=26671799)
|
| 35 |
+
31 train 11.428970 (lr=1.1189e-05) (hash(x)=26924723)
|
| 36 |
+
32 train 11.409254 (lr=1.1538e-05) (hash(x)=23557495)
|
| 37 |
+
33 train 11.348234 (lr=1.1888e-05) (hash(x)=27804380)
|
| 38 |
+
34 train 11.359153 (lr=1.2238e-05) (hash(x)=26654908)
|
| 39 |
+
35 train 11.311438 (lr=1.2587e-05) (hash(x)=23627518)
|
| 40 |
+
36 train 11.292107 (lr=1.2937e-05) (hash(x)=21889990)
|
| 41 |
+
37 train 11.270789 (lr=1.3287e-05) (hash(x)=22528001)
|
| 42 |
+
38 train 11.264645 (lr=1.3636e-05) (hash(x)=29248942)
|
| 43 |
+
39 train 11.186676 (lr=1.3986e-05) (hash(x)=25533417)
|
| 44 |
+
40 train 11.140759 (lr=1.4336e-05) (hash(x)=20612533)
|
| 45 |
+
41 train 11.126341 (lr=1.4685e-05) (hash(x)=24677740)
|
| 46 |
+
42 train 11.111518 (lr=1.5035e-05) (hash(x)=25347203)
|
| 47 |
+
43 train 11.053201 (lr=1.5385e-05) (hash(x)=28922363)
|
| 48 |
+
44 train 11.030757 (lr=1.5734e-05) (hash(x)=25631397)
|
| 49 |
+
45 train 10.987176 (lr=1.6084e-05) (hash(x)=26237983)
|
| 50 |
+
46 train 10.952265 (lr=1.6434e-05) (hash(x)=24742645)
|
| 51 |
+
47 train 10.945024 (lr=1.6783e-05) (hash(x)=26157660)
|
| 52 |
+
48 train 10.868473 (lr=1.7133e-05) (hash(x)=22582169)
|
| 53 |
+
49 train 10.837150 (lr=1.7483e-05) (hash(x)=26431960)
|
| 54 |
+
50 val loss 10.8427
|
| 55 |
+
50 val perplexity 51159.7617
|
| 56 |
+
50 train 10.849695 (lr=1.7832e-05) (hash(x)=25716176)
|
| 57 |
+
51 train 10.799539 (lr=1.8182e-05) (hash(x)=28019788)
|
| 58 |
+
52 train 10.774885 (lr=1.8531e-05) (hash(x)=20382963)
|
| 59 |
+
53 train 10.734505 (lr=1.8881e-05) (hash(x)=24489647)
|
| 60 |
+
54 train 10.719847 (lr=1.9231e-05) (hash(x)=25128502)
|
| 61 |
+
55 train 10.699546 (lr=1.9580e-05) (hash(x)=25231390)
|
| 62 |
+
56 train 10.619297 (lr=1.9930e-05) (hash(x)=22708977)
|
| 63 |
+
57 train 10.682159 (lr=2.0280e-05) (hash(x)=24364920)
|
| 64 |
+
58 train 10.638140 (lr=2.0629e-05) (hash(x)=24932925)
|
| 65 |
+
59 train 10.613176 (lr=2.0979e-05) (hash(x)=26913684)
|
| 66 |
+
60 train 10.540243 (lr=2.1329e-05) (hash(x)=18017792)
|
| 67 |
+
61 train 10.566302 (lr=2.1678e-05) (hash(x)=28613882)
|
| 68 |
+
62 train 10.566837 (lr=2.2028e-05) (hash(x)=22652243)
|
| 69 |
+
63 train 10.505860 (lr=2.2378e-05) (hash(x)=27194521)
|
| 70 |
+
64 train 10.498785 (lr=2.2727e-05) (hash(x)=24936836)
|
| 71 |
+
65 train 10.518402 (lr=2.3077e-05) (hash(x)=24765578)
|
| 72 |
+
66 train 10.546158 (lr=2.3427e-05) (hash(x)=23107416)
|
| 73 |
+
67 train 10.437639 (lr=2.3776e-05) (hash(x)=29314255)
|
| 74 |
+
68 train 10.427565 (lr=2.4126e-05) (hash(x)=24013079)
|
| 75 |
+
69 train 10.405937 (lr=2.4476e-05) (hash(x)=25322001)
|
| 76 |
+
70 train 10.500807 (lr=2.4825e-05) (hash(x)=26690440)
|
| 77 |
+
71 train 10.439799 (lr=2.5175e-05) (hash(x)=22598512)
|
| 78 |
+
72 train 10.416533 (lr=2.5524e-05) (hash(x)=18473911)
|
| 79 |
+
73 train 10.466362 (lr=2.5874e-05) (hash(x)=22322442)
|
| 80 |
+
74 train 10.445258 (lr=2.6224e-05) (hash(x)=26324153)
|
| 81 |
+
75 train 10.417565 (lr=2.6573e-05) (hash(x)=23446058)
|
| 82 |
+
76 train 10.463790 (lr=2.6923e-05) (hash(x)=24843741)
|
| 83 |
+
77 train 10.429681 (lr=2.7273e-05) (hash(x)=23197102)
|
| 84 |
+
78 train 10.503236 (lr=2.7622e-05) (hash(x)=23054940)
|
| 85 |
+
79 train 10.440751 (lr=2.7972e-05) (hash(x)=27140757)
|
| 86 |
+
80 train 10.326969 (lr=2.8322e-05) (hash(x)=25149419)
|
| 87 |
+
81 train 10.402832 (lr=2.8671e-05) (hash(x)=24727764)
|
| 88 |
+
82 train 10.274497 (lr=2.9021e-05) (hash(x)=21935931)
|
| 89 |
+
83 train 10.368818 (lr=2.9371e-05) (hash(x)=27606073)
|
| 90 |
+
84 train 10.395518 (lr=2.9720e-05) (hash(x)=22450341)
|
| 91 |
+
85 train 10.399356 (lr=3.0070e-05) (hash(x)=25945859)
|
| 92 |
+
86 train 10.353920 (lr=3.0420e-05) (hash(x)=21613707)
|
| 93 |
+
87 train 10.366814 (lr=3.0769e-05) (hash(x)=24396519)
|
| 94 |
+
88 train 10.361895 (lr=3.1119e-05) (hash(x)=29138828)
|
| 95 |
+
89 train 10.434487 (lr=3.1469e-05) (hash(x)=24685515)
|
| 96 |
+
90 train 10.327500 (lr=3.1818e-05) (hash(x)=22825749)
|
| 97 |
+
91 train 10.354466 (lr=3.2168e-05) (hash(x)=28767869)
|
| 98 |
+
92 train 10.339799 (lr=3.2517e-05) (hash(x)=21159060)
|
| 99 |
+
93 train 10.321786 (lr=3.2867e-05) (hash(x)=25045397)
|
| 100 |
+
94 train 10.399552 (lr=3.3217e-05) (hash(x)=25560928)
|
| 101 |
+
95 train 10.358747 (lr=3.3566e-05) (hash(x)=28959222)
|
| 102 |
+
96 train 10.308291 (lr=3.3916e-05) (hash(x)=21248405)
|
| 103 |
+
97 train 10.315656 (lr=3.4266e-05) (hash(x)=25830182)
|
| 104 |
+
98 train 10.263159 (lr=3.4615e-05) (hash(x)=25173113)
|
| 105 |
+
99 train 10.316659 (lr=3.4965e-05) (hash(x)=23486277)
|
| 106 |
+
100 val loss 10.3136
|
| 107 |
+
100 val perplexity 30138.7266
|
| 108 |
+
100 train 10.278738 (lr=3.5315e-05) (hash(x)=28916006)
|
| 109 |
+
101 train 10.347554 (lr=3.5664e-05) (hash(x)=25556929)
|
| 110 |
+
102 train 10.305278 (lr=3.6014e-05) (hash(x)=29648798)
|
| 111 |
+
103 train 10.257299 (lr=3.6364e-05) (hash(x)=24976217)
|
| 112 |
+
104 train 10.276778 (lr=3.6713e-05) (hash(x)=31019606)
|
| 113 |
+
105 train 10.283932 (lr=3.7063e-05) (hash(x)=28269421)
|
| 114 |
+
106 train 10.253519 (lr=3.7413e-05) (hash(x)=24865358)
|
| 115 |
+
107 train 10.158926 (lr=3.7762e-05) (hash(x)=26984272)
|
| 116 |
+
108 train 10.257380 (lr=3.8112e-05) (hash(x)=24544116)
|
| 117 |
+
109 train 10.240767 (lr=3.8462e-05) (hash(x)=22059850)
|
| 118 |
+
110 train 10.227790 (lr=3.8811e-05) (hash(x)=23926632)
|
| 119 |
+
111 train 10.198865 (lr=3.9161e-05) (hash(x)=27025333)
|
| 120 |
+
112 train 10.186539 (lr=3.9510e-05) (hash(x)=29120407)
|
| 121 |
+
113 train 10.234774 (lr=3.9860e-05) (hash(x)=23827393)
|
| 122 |
+
114 train 10.161518 (lr=4.0210e-05) (hash(x)=27230027)
|
| 123 |
+
115 train 10.172895 (lr=4.0559e-05) (hash(x)=24968260)
|
| 124 |
+
116 train 10.209167 (lr=4.0909e-05) (hash(x)=27544803)
|
| 125 |
+
117 train 10.185083 (lr=4.1259e-05) (hash(x)=26540663)
|
| 126 |
+
118 train 10.209141 (lr=4.1608e-05) (hash(x)=25856625)
|
| 127 |
+
119 train 10.159639 (lr=4.1958e-05) (hash(x)=23164356)
|
| 128 |
+
120 train 10.183915 (lr=4.2308e-05) (hash(x)=25646282)
|
| 129 |
+
121 train 10.201326 (lr=4.2657e-05) (hash(x)=23843233)
|
| 130 |
+
122 train 10.101642 (lr=4.3007e-05) (hash(x)=24506028)
|
| 131 |
+
123 train 10.141010 (lr=4.3357e-05) (hash(x)=22781277)
|
| 132 |
+
124 train 10.162203 (lr=4.3706e-05) (hash(x)=24948650)
|
| 133 |
+
125 train 10.117309 (lr=4.4056e-05) (hash(x)=26373991)
|
| 134 |
+
126 train 10.160105 (lr=4.4406e-05) (hash(x)=23402396)
|
| 135 |
+
127 train 10.119009 (lr=4.4755e-05) (hash(x)=21562133)
|
| 136 |
+
128 train 10.162827 (lr=4.5105e-05) (hash(x)=25009210)
|
| 137 |
+
129 train 10.060822 (lr=4.5455e-05) (hash(x)=27161811)
|
| 138 |
+
130 train 10.063899 (lr=4.5804e-05) (hash(x)=29515100)
|
| 139 |
+
131 train 10.056215 (lr=4.6154e-05) (hash(x)=25305929)
|
| 140 |
+
132 train 10.066180 (lr=4.6503e-05) (hash(x)=26808543)
|
| 141 |
+
133 train 10.030074 (lr=4.6853e-05) (hash(x)=25669509)
|
| 142 |
+
134 train 10.047958 (lr=4.7203e-05) (hash(x)=28435805)
|
| 143 |
+
135 train 10.047024 (lr=4.7552e-05) (hash(x)=26482758)
|
| 144 |
+
136 train 9.992270 (lr=4.7902e-05) (hash(x)=24929929)
|
| 145 |
+
137 train 10.049812 (lr=4.8252e-05) (hash(x)=25043037)
|
| 146 |
+
138 train 10.060753 (lr=4.8601e-05) (hash(x)=29151257)
|
| 147 |
+
139 train 10.021026 (lr=4.8951e-05) (hash(x)=26400365)
|
| 148 |
+
140 train 9.950485 (lr=4.9301e-05) (hash(x)=24098812)
|
| 149 |
+
141 train 10.005425 (lr=4.9650e-05) (hash(x)=20967666)
|
| 150 |
+
142 train 10.025003 (lr=5.0000e-05) (hash(x)=28667963)
|
| 151 |
+
143 train 10.000402 (lr=5.0350e-05) (hash(x)=27083417)
|
| 152 |
+
144 train 9.966627 (lr=5.0699e-05) (hash(x)=23649001)
|
| 153 |
+
145 train 9.948689 (lr=5.1049e-05) (hash(x)=31338300)
|
| 154 |
+
146 train 9.906151 (lr=5.1399e-05) (hash(x)=30603174)
|
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147 train 9.904183 (lr=5.1748e-05) (hash(x)=24830965)
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148 train 9.939874 (lr=5.2098e-05) (hash(x)=27269893)
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149 train 9.906730 (lr=5.2448e-05) (hash(x)=24825041)
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150 val loss 9.8926
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150 val perplexity 19783.4316
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150 train 9.884244 (lr=5.2797e-05) (hash(x)=22724871)
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151 train 9.822634 (lr=5.3147e-05) (hash(x)=24683717)
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152 train 9.867231 (lr=5.3497e-05) (hash(x)=26190337)
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153 train 9.851982 (lr=5.3846e-05) (hash(x)=23086289)
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156 train 9.833754 (lr=5.4895e-05) (hash(x)=26758114)
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158 train 9.810123 (lr=5.5594e-05) (hash(x)=19218470)
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164 train 9.700119 (lr=5.7692e-05) (hash(x)=22183303)
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170 train 9.684103 (lr=5.9790e-05) (hash(x)=27635080)
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172 train 9.690231 (lr=6.0490e-05) (hash(x)=35895440)
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179 train 9.603369 (lr=6.2937e-05) (hash(x)=24955630)
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181 train 9.475161 (lr=6.3636e-05) (hash(x)=23501481)
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182 train 9.496090 (lr=6.3986e-05) (hash(x)=22754988)
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184 train 9.505939 (lr=6.4685e-05) (hash(x)=23609959)
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197 train 9.326360 (lr=6.9231e-05) (hash(x)=23804913)
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198 train 9.381145 (lr=6.9580e-05) (hash(x)=26115519)
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199 train 9.279168 (lr=6.9930e-05) (hash(x)=23210747)
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200 val loss 9.2906
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200 val perplexity 10835.8887
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200 train 9.307692 (lr=7.0280e-05) (hash(x)=18463712)
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201 train 9.248871 (lr=7.0629e-05) (hash(x)=23245699)
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202 train 9.257250 (lr=7.0979e-05) (hash(x)=21770300)
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203 train 9.407807 (lr=7.1329e-05) (hash(x)=25387532)
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207 train 9.226565 (lr=7.2727e-05) (hash(x)=21772654)
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208 train 9.227448 (lr=7.3077e-05) (hash(x)=26263254)
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209 train 9.214375 (lr=7.3427e-05) (hash(x)=23552356)
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213 train 9.190234 (lr=7.4825e-05) (hash(x)=25891543)
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214 train 9.096066 (lr=7.5175e-05) (hash(x)=21971224)
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215 train 9.123388 (lr=7.5524e-05) (hash(x)=27312186)
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216 train 9.164174 (lr=7.5874e-05) (hash(x)=22163749)
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217 train 9.005236 (lr=7.6224e-05) (hash(x)=25942888)
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218 train 9.101052 (lr=7.6573e-05) (hash(x)=25493916)
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219 train 9.198045 (lr=7.6923e-05) (hash(x)=24289951)
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220 train 9.056392 (lr=7.7273e-05) (hash(x)=23648671)
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221 train 9.034428 (lr=7.7622e-05) (hash(x)=24992055)
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222 train 9.113957 (lr=7.7972e-05) (hash(x)=26005549)
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223 train 9.034801 (lr=7.8322e-05) (hash(x)=21046554)
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224 train 9.012487 (lr=7.8671e-05) (hash(x)=26321539)
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225 train 9.029699 (lr=7.9021e-05) (hash(x)=27807872)
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226 train 9.051228 (lr=7.9371e-05) (hash(x)=21555364)
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227 train 9.027201 (lr=7.9720e-05) (hash(x)=26325324)
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228 train 8.983374 (lr=8.0070e-05) (hash(x)=24956294)
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232 train 8.908170 (lr=8.1469e-05) (hash(x)=26802508)
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233 train 8.965171 (lr=8.1818e-05) (hash(x)=28390416)
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234 train 9.025198 (lr=8.2168e-05) (hash(x)=26292451)
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235 train 8.994064 (lr=8.2517e-05) (hash(x)=22915344)
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236 train 8.934509 (lr=8.2867e-05) (hash(x)=24744383)
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237 train 8.837766 (lr=8.3217e-05) (hash(x)=26284678)
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238 train 8.864168 (lr=8.3566e-05) (hash(x)=21654269)
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239 train 9.119543 (lr=8.3916e-05) (hash(x)=29466268)
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240 train 9.278403 (lr=8.4266e-05) (hash(x)=32616762)
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241 train 9.244632 (lr=8.4615e-05) (hash(x)=32201138)
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242 train 9.227572 (lr=8.4965e-05) (hash(x)=33683468)
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243 train 8.983342 (lr=8.5315e-05) (hash(x)=27498125)
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244 train 8.884466 (lr=8.5664e-05) (hash(x)=25164318)
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245 train 8.854906 (lr=8.6014e-05) (hash(x)=25690221)
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246 train 8.865967 (lr=8.6364e-05) (hash(x)=29031550)
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247 train 8.893048 (lr=8.6713e-05) (hash(x)=24094093)
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248 train 9.176089 (lr=8.7063e-05) (hash(x)=61455960)
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249 train 10.917917 (lr=8.7413e-05) (hash(x)=61104710)
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250 val loss 8.8090
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| 263 |
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250 val perplexity 6694.3369
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250 train 8.819347 (lr=8.7762e-05) (hash(x)=20881126)
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251 train 8.852946 (lr=8.8112e-05) (hash(x)=26920243)
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252 train 8.754860 (lr=8.8462e-05) (hash(x)=21970343)
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253 train 8.772523 (lr=8.8811e-05) (hash(x)=31676352)
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254 train 8.780556 (lr=8.9161e-05) (hash(x)=25600562)
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255 train 8.780517 (lr=8.9510e-05) (hash(x)=22022924)
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256 train 8.734633 (lr=8.9860e-05) (hash(x)=22777085)
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257 train 8.809948 (lr=9.0210e-05) (hash(x)=21727744)
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258 train 8.832301 (lr=9.0559e-05) (hash(x)=20701998)
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259 train 8.801223 (lr=9.0909e-05) (hash(x)=20863982)
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260 train 8.732726 (lr=9.1259e-05) (hash(x)=25084926)
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261 train 8.731787 (lr=9.1608e-05) (hash(x)=24412897)
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262 train 8.662621 (lr=9.1958e-05) (hash(x)=25434913)
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263 train 8.694664 (lr=9.2308e-05) (hash(x)=26302544)
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264 train 8.731335 (lr=9.2657e-05) (hash(x)=34976197)
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265 train 8.662732 (lr=9.3007e-05) (hash(x)=23870805)
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266 train 8.664909 (lr=9.3357e-05) (hash(x)=25041103)
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267 train 8.684845 (lr=9.3706e-05) (hash(x)=26041745)
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269 train 8.633161 (lr=9.4406e-05) (hash(x)=25441262)
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286 train 8.350670 (lr=1.0000e-04) (hash(x)=18987545)
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287 train 8.436469 (lr=1.0000e-04) (hash(x)=26745063)
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288 train 8.365735 (lr=9.9998e-05) (hash(x)=21447406)
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289 train 8.309195 (lr=9.9996e-05) (hash(x)=24650655)
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290 train 8.513535 (lr=9.9993e-05) (hash(x)=26519976)
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291 train 8.778757 (lr=9.9989e-05) (hash(x)=20106514)
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292 train 8.315075 (lr=9.9984e-05) (hash(x)=20117808)
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293 train 8.413671 (lr=9.9979e-05) (hash(x)=25510334)
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294 train 8.340737 (lr=9.9972e-05) (hash(x)=25749120)
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295 train 8.399283 (lr=9.9965e-05) (hash(x)=24357241)
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296 train 8.379560 (lr=9.9956e-05) (hash(x)=25584945)
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298 train 8.308249 (lr=9.9937e-05) (hash(x)=23475891)
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299 train 8.287750 (lr=9.9926e-05) (hash(x)=23644804)
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300 val loss 8.3086
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300 val perplexity 4058.6750
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300 train 8.435748 (lr=9.9915e-05) (hash(x)=25629584)
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301 train 8.480757 (lr=9.9902e-05) (hash(x)=29797280)
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302 train 8.497992 (lr=9.9889e-05) (hash(x)=30026394)
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341 train 7.955000 (lr=9.8689e-05) (hash(x)=21176405)
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342 train 7.877286 (lr=9.8641e-05) (hash(x)=25888433)
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343 train 8.016254 (lr=9.8592e-05) (hash(x)=27916982)
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344 train 7.874392 (lr=9.8543e-05) (hash(x)=24334708)
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345 train 7.941211 (lr=9.8492e-05) (hash(x)=25617709)
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346 train 8.036167 (lr=9.8441e-05) (hash(x)=25152362)
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347 train 7.900301 (lr=9.8389e-05) (hash(x)=24276512)
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348 train 7.813753 (lr=9.8336e-05) (hash(x)=26776133)
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| 365 |
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349 train 7.775318 (lr=9.8282e-05) (hash(x)=20254159)
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350 val loss 7.9409
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| 367 |
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350 val perplexity 2809.8557
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| 368 |
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350 train 7.814607 (lr=9.8228e-05) (hash(x)=27873855)
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351 train 7.906783 (lr=9.8172e-05) (hash(x)=25113614)
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352 train 7.965298 (lr=9.8116e-05) (hash(x)=26192886)
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353 train 7.856303 (lr=9.8059e-05) (hash(x)=24614912)
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354 train 7.846335 (lr=9.8001e-05) (hash(x)=25397093)
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355 train 7.875048 (lr=9.7942e-05) (hash(x)=19811802)
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356 train 7.864684 (lr=9.7882e-05) (hash(x)=25579655)
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357 train 7.962258 (lr=9.7822e-05) (hash(x)=26096514)
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358 train 7.858101 (lr=9.7761e-05) (hash(x)=22589633)
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359 train 7.864480 (lr=9.7699e-05) (hash(x)=26757147)
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360 train 7.956186 (lr=9.7636e-05) (hash(x)=24963730)
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361 train 7.854289 (lr=9.7572e-05) (hash(x)=27703124)
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362 train 7.743626 (lr=9.7507e-05) (hash(x)=24781713)
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363 train 7.891638 (lr=9.7442e-05) (hash(x)=24720476)
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364 train 7.875727 (lr=9.7376e-05) (hash(x)=23481301)
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365 train 7.793710 (lr=9.7309e-05) (hash(x)=25641033)
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366 train 7.846750 (lr=9.7241e-05) (hash(x)=27369437)
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367 train 7.884250 (lr=9.7172e-05) (hash(x)=24760900)
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368 train 7.763644 (lr=9.7103e-05) (hash(x)=21692546)
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369 train 7.829751 (lr=9.7032e-05) (hash(x)=22720391)
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370 train 7.782937 (lr=9.6961e-05) (hash(x)=24376979)
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371 train 7.795093 (lr=9.6889e-05) (hash(x)=22244509)
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372 train 7.745054 (lr=9.6817e-05) (hash(x)=21831960)
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377 train 7.808217 (lr=9.6441e-05) (hash(x)=24469863)
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378 train 7.841477 (lr=9.6363e-05) (hash(x)=25291413)
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379 train 7.748312 (lr=9.6285e-05) (hash(x)=25744274)
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380 train 7.685605 (lr=9.6206e-05) (hash(x)=24246963)
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381 train 7.710941 (lr=9.6126e-05) (hash(x)=19724058)
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382 train 7.667651 (lr=9.6045e-05) (hash(x)=20705649)
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383 train 7.874396 (lr=9.5963e-05) (hash(x)=24938685)
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384 train 7.897980 (lr=9.5881e-05) (hash(x)=21707000)
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385 train 7.711274 (lr=9.5798e-05) (hash(x)=24948980)
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386 train 7.939587 (lr=9.5714e-05) (hash(x)=30773958)
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387 train 8.002645 (lr=9.5629e-05) (hash(x)=26769046)
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388 train 7.721035 (lr=9.5544e-05) (hash(x)=18849656)
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389 train 8.200633 (lr=9.5457e-05) (hash(x)=24624950)
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390 train 7.816331 (lr=9.5370e-05) (hash(x)=27299605)
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391 train 7.807438 (lr=9.5282e-05) (hash(x)=24113445)
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392 train 7.825818 (lr=9.5194e-05) (hash(x)=32644465)
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393 train 7.902504 (lr=9.5104e-05) (hash(x)=25829219)
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394 train 7.739758 (lr=9.5014e-05) (hash(x)=25194550)
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395 train 7.775651 (lr=9.4923e-05) (hash(x)=25941804)
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396 train 7.771498 (lr=9.4831e-05) (hash(x)=24075727)
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397 train 7.813376 (lr=9.4739e-05) (hash(x)=23104539)
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398 train 7.750863 (lr=9.4646e-05) (hash(x)=23018983)
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| 417 |
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399 train 7.701500 (lr=9.4551e-05) (hash(x)=24422929)
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| 418 |
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400 val loss 7.7568
|
| 419 |
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400 val perplexity 2337.3364
|
| 420 |
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400 train 7.736512 (lr=9.4457e-05) (hash(x)=23389696)
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401 train 7.697756 (lr=9.4361e-05) (hash(x)=29102969)
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402 train 7.838785 (lr=9.4265e-05) (hash(x)=28359859)
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403 train 7.818171 (lr=9.4168e-05) (hash(x)=24630955)
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404 train 7.868329 (lr=9.4070e-05) (hash(x)=22969113)
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405 train 7.691509 (lr=9.3971e-05) (hash(x)=27004415)
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406 train 7.626100 (lr=9.3872e-05) (hash(x)=22265063)
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407 train 7.663659 (lr=9.3772e-05) (hash(x)=26905990)
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| 428 |
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408 train 7.703139 (lr=9.3671e-05) (hash(x)=24047679)
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409 train 7.832115 (lr=9.3569e-05) (hash(x)=26905582)
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410 train 7.611836 (lr=9.3467e-05) (hash(x)=29018970)
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411 train 7.613941 (lr=9.3364e-05) (hash(x)=24503315)
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412 train 7.623048 (lr=9.3260e-05) (hash(x)=22607537)
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413 train 8.289001 (lr=9.3155e-05) (hash(x)=26690225)
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414 train 7.682450 (lr=9.3050e-05) (hash(x)=24226255)
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415 train 7.630458 (lr=9.2944e-05) (hash(x)=23622702)
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416 train 7.686643 (lr=9.2837e-05) (hash(x)=23910425)
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417 train 7.893850 (lr=9.2729e-05) (hash(x)=27213318)
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418 train 7.703747 (lr=9.2621e-05) (hash(x)=26701577)
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419 train 7.645214 (lr=9.2512e-05) (hash(x)=26216794)
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420 train 7.847490 (lr=9.2402e-05) (hash(x)=27579623)
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421 train 7.690247 (lr=9.2292e-05) (hash(x)=26086198)
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422 train 7.662221 (lr=9.2181e-05) (hash(x)=24863441)
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423 train 7.781695 (lr=9.2069e-05) (hash(x)=25236385)
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424 train 7.803724 (lr=9.1956e-05) (hash(x)=25330803)
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425 train 7.693798 (lr=9.1843e-05) (hash(x)=22508532)
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426 train 7.672997 (lr=9.1729e-05) (hash(x)=21799261)
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427 train 7.764224 (lr=9.1614e-05) (hash(x)=26311168)
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428 train 7.560589 (lr=9.1499e-05) (hash(x)=20977430)
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429 train 7.622502 (lr=9.1382e-05) (hash(x)=26941617)
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430 train 7.873599 (lr=9.1266e-05) (hash(x)=30008957)
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431 train 7.739056 (lr=9.1148e-05) (hash(x)=27125962)
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432 train 7.598950 (lr=9.1030e-05) (hash(x)=25888358)
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433 train 7.733124 (lr=9.0911e-05) (hash(x)=21725719)
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434 train 7.584195 (lr=9.0791e-05) (hash(x)=21669704)
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435 train 7.572590 (lr=9.0671e-05) (hash(x)=23166993)
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436 train 7.638998 (lr=9.0550e-05) (hash(x)=26235974)
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437 train 7.788588 (lr=9.0428e-05) (hash(x)=25426430)
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438 train 7.534440 (lr=9.0306e-05) (hash(x)=22966314)
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439 train 7.683634 (lr=9.0182e-05) (hash(x)=23448505)
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440 train 7.550514 (lr=9.0059e-05) (hash(x)=26330693)
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441 train 7.503012 (lr=8.9934e-05) (hash(x)=29550596)
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442 train 7.569022 (lr=8.9809e-05) (hash(x)=22124892)
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443 train 7.593273 (lr=8.9683e-05) (hash(x)=25607640)
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444 train 7.440102 (lr=8.9557e-05) (hash(x)=23795894)
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445 train 7.334437 (lr=8.9430e-05) (hash(x)=24165449)
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446 train 7.597899 (lr=8.9302e-05) (hash(x)=24697756)
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447 train 7.681522 (lr=8.9173e-05) (hash(x)=27218899)
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| 468 |
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448 train 7.567974 (lr=8.9044e-05) (hash(x)=24748522)
|
| 469 |
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449 train 7.648011 (lr=8.8914e-05) (hash(x)=24965317)
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| 470 |
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450 val loss 7.6558
|
| 471 |
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450 val perplexity 2112.8896
|
| 472 |
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450 train 7.441152 (lr=8.8784e-05) (hash(x)=22031210)
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| 473 |
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451 train 7.567151 (lr=8.8653e-05) (hash(x)=25877990)
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452 train 7.608446 (lr=8.8521e-05) (hash(x)=24382381)
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453 train 7.512006 (lr=8.8388e-05) (hash(x)=24551999)
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454 train 7.613674 (lr=8.8255e-05) (hash(x)=25765516)
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455 train 7.634459 (lr=8.8122e-05) (hash(x)=25204247)
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456 train 7.681192 (lr=8.7987e-05) (hash(x)=26321813)
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| 479 |
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457 train 7.611825 (lr=8.7852e-05) (hash(x)=25528323)
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458 train 7.602286 (lr=8.7717e-05) (hash(x)=25114729)
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459 train 7.576212 (lr=8.7580e-05) (hash(x)=31341964)
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460 train 7.621799 (lr=8.7444e-05) (hash(x)=26326024)
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461 train 7.538342 (lr=8.7306e-05) (hash(x)=27273311)
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462 train 7.527748 (lr=8.7168e-05) (hash(x)=17819313)
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463 train 7.676411 (lr=8.7029e-05) (hash(x)=23769243)
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464 train 7.633408 (lr=8.6890e-05) (hash(x)=23788738)
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465 train 7.584522 (lr=8.6750e-05) (hash(x)=24818744)
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466 train 7.514266 (lr=8.6609e-05) (hash(x)=23472795)
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467 train 7.910563 (lr=8.6468e-05) (hash(x)=24991832)
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| 490 |
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468 train 7.652891 (lr=8.6326e-05) (hash(x)=22424066)
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469 train 7.544734 (lr=8.6184e-05) (hash(x)=26474878)
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470 train 7.638586 (lr=8.6041e-05) (hash(x)=22704349)
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471 train 7.575641 (lr=8.5897e-05) (hash(x)=22293673)
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472 train 7.600972 (lr=8.5753e-05) (hash(x)=21785487)
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473 train 7.602975 (lr=8.5608e-05) (hash(x)=25251063)
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474 train 7.506220 (lr=8.5462e-05) (hash(x)=22722211)
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475 train 7.570879 (lr=8.5316e-05) (hash(x)=24522269)
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476 train 7.521543 (lr=8.5170e-05) (hash(x)=23329475)
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477 train 7.545805 (lr=8.5022e-05) (hash(x)=24735165)
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478 train 7.364789 (lr=8.4875e-05) (hash(x)=27002892)
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479 train 7.408906 (lr=8.4726e-05) (hash(x)=23499349)
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480 train 7.739799 (lr=8.4577e-05) (hash(x)=22461589)
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481 train 7.506948 (lr=8.4428e-05) (hash(x)=26415040)
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482 train 7.734367 (lr=8.4278e-05) (hash(x)=26349465)
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483 train 7.407123 (lr=8.4127e-05) (hash(x)=21596677)
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484 train 7.458468 (lr=8.3976e-05) (hash(x)=24117012)
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485 train 7.531465 (lr=8.3824e-05) (hash(x)=24105761)
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486 train 7.468420 (lr=8.3672e-05) (hash(x)=25725049)
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487 train 7.322726 (lr=8.3519e-05) (hash(x)=22892776)
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488 train 7.429528 (lr=8.3366e-05) (hash(x)=21630383)
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| 511 |
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489 train 7.487536 (lr=8.3212e-05) (hash(x)=24727094)
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490 train 7.420637 (lr=8.3057e-05) (hash(x)=22835000)
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491 train 7.591608 (lr=8.2902e-05) (hash(x)=22839049)
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492 train 7.435911 (lr=8.2746e-05) (hash(x)=20654136)
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493 train 7.659186 (lr=8.2590e-05) (hash(x)=26776000)
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494 train 7.273840 (lr=8.2434e-05) (hash(x)=22560658)
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495 train 7.715094 (lr=8.2276e-05) (hash(x)=25995933)
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496 train 7.653127 (lr=8.2119e-05) (hash(x)=24635394)
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497 train 7.734672 (lr=8.1960e-05) (hash(x)=27537228)
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498 train 7.632674 (lr=8.1801e-05) (hash(x)=26496730)
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| 521 |
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499 train 7.370257 (lr=8.1642e-05) (hash(x)=16533310)
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| 522 |
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500 val loss 7.6008
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| 523 |
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500 val perplexity 1999.7646
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| 524 |
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500 train 7.491931 (lr=8.1482e-05) (hash(x)=24881176)
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501 train 7.699295 (lr=8.1322e-05) (hash(x)=25593613)
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502 train 7.456593 (lr=8.1161e-05) (hash(x)=22886646)
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503 train 7.718415 (lr=8.1000e-05) (hash(x)=21407676)
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504 train 7.588889 (lr=8.0838e-05) (hash(x)=21720304)
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505 train 7.715669 (lr=8.0676e-05) (hash(x)=27263416)
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506 train 7.482646 (lr=8.0513e-05) (hash(x)=25840801)
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507 train 7.624564 (lr=8.0349e-05) (hash(x)=31424568)
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508 train 7.625317 (lr=8.0186e-05) (hash(x)=23403065)
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509 train 7.449756 (lr=8.0021e-05) (hash(x)=22656033)
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510 train 7.584896 (lr=7.9856e-05) (hash(x)=26869295)
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511 train 7.835832 (lr=7.9691e-05) (hash(x)=25504151)
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512 train 7.613889 (lr=7.9525e-05) (hash(x)=25781518)
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513 train 7.579289 (lr=7.9359e-05) (hash(x)=26432850)
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514 train 7.452091 (lr=7.9192e-05) (hash(x)=20155894)
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516 train 7.516262 (lr=7.8858e-05) (hash(x)=22108461)
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517 train 7.582701 (lr=7.8689e-05) (hash(x)=24802848)
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518 train 7.664511 (lr=7.8521e-05) (hash(x)=25086604)
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520 train 7.527274 (lr=7.8182e-05) (hash(x)=27208507)
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521 train 7.712989 (lr=7.8012e-05) (hash(x)=23862845)
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522 train 7.528232 (lr=7.7842e-05) (hash(x)=22664494)
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526 train 7.472635 (lr=7.7156e-05) (hash(x)=23025790)
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527 train 7.418207 (lr=7.6984e-05) (hash(x)=20452272)
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528 train 7.614613 (lr=7.6811e-05) (hash(x)=26473464)
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529 train 7.583344 (lr=7.6637e-05) (hash(x)=28276603)
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530 train 7.414617 (lr=7.6463e-05) (hash(x)=21480367)
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531 train 7.611022 (lr=7.6289e-05) (hash(x)=24658642)
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532 train 7.503337 (lr=7.6115e-05) (hash(x)=26854801)
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533 train 7.397410 (lr=7.5940e-05) (hash(x)=17862226)
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534 train 7.505068 (lr=7.5764e-05) (hash(x)=28519182)
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535 train 7.485750 (lr=7.5588e-05) (hash(x)=25193694)
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536 train 7.473051 (lr=7.5412e-05) (hash(x)=25642620)
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537 train 7.547242 (lr=7.5235e-05) (hash(x)=25765909)
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538 train 7.373703 (lr=7.5058e-05) (hash(x)=20750531)
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539 train 7.479123 (lr=7.4881e-05) (hash(x)=24917098)
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540 train 7.434493 (lr=7.4703e-05) (hash(x)=24499766)
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541 train 7.482337 (lr=7.4525e-05) (hash(x)=25067358)
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542 train 7.601202 (lr=7.4346e-05) (hash(x)=27479796)
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543 train 7.478824 (lr=7.4167e-05) (hash(x)=23136080)
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544 train 7.554965 (lr=7.3988e-05) (hash(x)=29810074)
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545 train 7.448411 (lr=7.3808e-05) (hash(x)=24765539)
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| 570 |
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546 train 7.487386 (lr=7.3628e-05) (hash(x)=22216309)
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| 571 |
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547 train 7.414191 (lr=7.3448e-05) (hash(x)=20613861)
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| 572 |
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548 train 7.385593 (lr=7.3267e-05) (hash(x)=23462447)
|
| 573 |
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549 train 7.452051 (lr=7.3086e-05) (hash(x)=26739455)
|
| 574 |
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550 val loss 7.5604
|
| 575 |
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550 val perplexity 1920.5990
|
| 576 |
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550 train 7.514684 (lr=7.2904e-05) (hash(x)=23222996)
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| 577 |
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551 train 7.536718 (lr=7.2723e-05) (hash(x)=26489285)
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| 578 |
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552 train 7.348818 (lr=7.2540e-05) (hash(x)=25185942)
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| 579 |
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553 train 7.680166 (lr=7.2358e-05) (hash(x)=27476158)
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| 580 |
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554 train 7.436522 (lr=7.2175e-05) (hash(x)=23653175)
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555 train 7.416105 (lr=7.1992e-05) (hash(x)=22405076)
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556 train 7.441228 (lr=7.1808e-05) (hash(x)=25673545)
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| 583 |
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557 train 7.533946 (lr=7.1624e-05) (hash(x)=22675428)
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| 584 |
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558 train 7.641112 (lr=7.1440e-05) (hash(x)=28168456)
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| 585 |
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559 train 7.756699 (lr=7.1256e-05) (hash(x)=26072586)
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560 train 7.549207 (lr=7.1071e-05) (hash(x)=24974331)
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561 train 7.352679 (lr=7.0886e-05) (hash(x)=21951984)
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562 train 7.707144 (lr=7.0701e-05) (hash(x)=25403751)
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| 589 |
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563 train 7.493234 (lr=7.0515e-05) (hash(x)=26396012)
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| 590 |
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564 train 7.467531 (lr=7.0329e-05) (hash(x)=24827190)
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| 591 |
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565 train 7.585389 (lr=7.0143e-05) (hash(x)=24847458)
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566 train 7.553688 (lr=6.9956e-05) (hash(x)=22159088)
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567 train 7.492432 (lr=6.9769e-05) (hash(x)=22140034)
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568 train 7.537660 (lr=6.9582e-05) (hash(x)=19044797)
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569 train 7.436035 (lr=6.9394e-05) (hash(x)=23932794)
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570 train 7.545462 (lr=6.9207e-05) (hash(x)=25256890)
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571 train 7.619053 (lr=6.9019e-05) (hash(x)=24161711)
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572 train 7.531468 (lr=6.8830e-05) (hash(x)=22036817)
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573 train 7.371822 (lr=6.8642e-05) (hash(x)=26663208)
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574 train 7.441002 (lr=6.8453e-05) (hash(x)=24072213)
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575 train 7.432795 (lr=6.8264e-05) (hash(x)=22766044)
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576 train 7.551762 (lr=6.8075e-05) (hash(x)=27871153)
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577 train 7.525133 (lr=6.7885e-05) (hash(x)=24037280)
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578 train 7.630750 (lr=6.7695e-05) (hash(x)=24121850)
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579 train 7.472374 (lr=6.7505e-05) (hash(x)=24380031)
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580 train 7.429338 (lr=6.7315e-05) (hash(x)=23055215)
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581 train 7.702837 (lr=6.7124e-05) (hash(x)=25329724)
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582 train 7.414389 (lr=6.6933e-05) (hash(x)=25662408)
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| 609 |
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583 train 7.511388 (lr=6.6742e-05) (hash(x)=26346814)
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| 610 |
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584 train 7.619717 (lr=6.6551e-05) (hash(x)=25283256)
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585 train 7.421248 (lr=6.6360e-05) (hash(x)=24021771)
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586 train 7.440869 (lr=6.6168e-05) (hash(x)=23576840)
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587 train 7.605403 (lr=6.5976e-05) (hash(x)=26414858)
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| 614 |
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588 train 7.356205 (lr=6.5784e-05) (hash(x)=20099261)
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| 615 |
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589 train 7.365086 (lr=6.5592e-05) (hash(x)=22453718)
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| 616 |
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590 train 7.329267 (lr=6.5399e-05) (hash(x)=22529445)
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| 617 |
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591 train 7.415786 (lr=6.5206e-05) (hash(x)=24484543)
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| 618 |
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592 train 7.343019 (lr=6.5013e-05) (hash(x)=24043998)
|
| 619 |
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593 train 7.474518 (lr=6.4820e-05) (hash(x)=24301906)
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| 620 |
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594 train 7.408827 (lr=6.4627e-05) (hash(x)=26328881)
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| 621 |
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595 train 7.460378 (lr=6.4433e-05) (hash(x)=23101508)
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| 622 |
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596 train 7.438038 (lr=6.4240e-05) (hash(x)=23527176)
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| 623 |
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597 train 7.950079 (lr=6.4046e-05) (hash(x)=22705673)
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| 624 |
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598 train 7.496606 (lr=6.3852e-05) (hash(x)=28664796)
|
| 625 |
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599 train 7.621476 (lr=6.3658e-05) (hash(x)=27102890)
|
| 626 |
+
600 val loss 7.5413
|
| 627 |
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600 val perplexity 1884.3082
|
| 628 |
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600 train 7.697159 (lr=6.3463e-05) (hash(x)=26787259)
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| 629 |
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601 train 7.742362 (lr=6.3269e-05) (hash(x)=23396088)
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| 630 |
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602 train 7.458788 (lr=6.3074e-05) (hash(x)=24911831)
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| 631 |
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603 train 7.484278 (lr=6.2879e-05) (hash(x)=23453491)
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| 632 |
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604 train 7.530580 (lr=6.2684e-05) (hash(x)=23453396)
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| 633 |
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605 train 7.621758 (lr=6.2489e-05) (hash(x)=23869612)
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| 634 |
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606 train 7.710625 (lr=6.2294e-05) (hash(x)=26581590)
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| 635 |
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607 train 7.530530 (lr=6.2098e-05) (hash(x)=28056342)
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| 636 |
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608 train 7.592166 (lr=6.1903e-05) (hash(x)=25900866)
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| 637 |
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609 train 7.621538 (lr=6.1707e-05) (hash(x)=24549177)
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| 638 |
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610 train 7.532023 (lr=6.1511e-05) (hash(x)=28239583)
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| 639 |
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611 train 7.558032 (lr=6.1315e-05) (hash(x)=23223554)
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| 640 |
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612 train 7.627146 (lr=6.1119e-05) (hash(x)=24793480)
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| 641 |
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613 train 7.514314 (lr=6.0923e-05) (hash(x)=25415570)
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| 642 |
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614 train 7.585463 (lr=6.0726e-05) (hash(x)=24425760)
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| 643 |
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615 train 7.648799 (lr=6.0530e-05) (hash(x)=23707134)
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| 644 |
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616 train 7.598625 (lr=6.0333e-05) (hash(x)=28321697)
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| 645 |
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617 train 7.526546 (lr=6.0137e-05) (hash(x)=23434031)
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| 646 |
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618 train 7.507131 (lr=5.9940e-05) (hash(x)=27003481)
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| 647 |
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619 train 7.496655 (lr=5.9743e-05) (hash(x)=22236893)
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620 train 7.521164 (lr=5.9546e-05) (hash(x)=26857458)
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| 649 |
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621 train 7.518344 (lr=5.9349e-05) (hash(x)=26413122)
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622 train 7.823038 (lr=5.9152e-05) (hash(x)=27696537)
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623 train 7.550300 (lr=5.8955e-05) (hash(x)=21950234)
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624 train 7.573440 (lr=5.8758e-05) (hash(x)=24051952)
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625 train 7.582304 (lr=5.8560e-05) (hash(x)=24029939)
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626 train 7.670248 (lr=5.8363e-05) (hash(x)=24393346)
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627 train 7.632165 (lr=5.8165e-05) (hash(x)=26985352)
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628 train 7.384880 (lr=5.7968e-05) (hash(x)=19493265)
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629 train 7.458791 (lr=5.7770e-05) (hash(x)=23944010)
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630 train 7.673358 (lr=5.7573e-05) (hash(x)=21517435)
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631 train 7.438535 (lr=5.7375e-05) (hash(x)=25025868)
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632 train 7.457140 (lr=5.7177e-05) (hash(x)=22940997)
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633 train 7.595205 (lr=5.6979e-05) (hash(x)=25864840)
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634 train 7.494565 (lr=5.6782e-05) (hash(x)=24682151)
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635 train 7.417654 (lr=5.6584e-05) (hash(x)=27055330)
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| 664 |
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636 train 7.468966 (lr=5.6386e-05) (hash(x)=22705710)
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637 train 7.574765 (lr=5.6188e-05) (hash(x)=26775238)
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638 train 7.712748 (lr=5.5990e-05) (hash(x)=21734331)
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| 667 |
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639 train 7.437728 (lr=5.5792e-05) (hash(x)=25693442)
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| 668 |
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640 train 7.551642 (lr=5.5594e-05) (hash(x)=25290454)
|
| 669 |
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641 train 7.511855 (lr=5.5396e-05) (hash(x)=25699860)
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| 670 |
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642 train 7.678161 (lr=5.5198e-05) (hash(x)=19919115)
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| 671 |
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643 train 7.760191 (lr=5.5000e-05) (hash(x)=25586967)
|
| 672 |
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644 train 7.481709 (lr=5.4802e-05) (hash(x)=25373506)
|
| 673 |
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645 train 7.493378 (lr=5.4604e-05) (hash(x)=26496148)
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| 674 |
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646 train 7.566517 (lr=5.4406e-05) (hash(x)=27395083)
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| 675 |
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647 train 7.766306 (lr=5.4208e-05) (hash(x)=27389709)
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| 676 |
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648 train 7.630821 (lr=5.4010e-05) (hash(x)=29172968)
|
| 677 |
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649 train 7.560219 (lr=5.3812e-05) (hash(x)=25464920)
|
| 678 |
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650 val loss 7.5098
|
| 679 |
+
650 val perplexity 1825.8177
|
| 680 |
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650 train 7.589197 (lr=5.3614e-05) (hash(x)=25992320)
|
| 681 |
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651 train 7.574807 (lr=5.3416e-05) (hash(x)=24949509)
|
| 682 |
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652 train 7.610744 (lr=5.3218e-05) (hash(x)=25615151)
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| 683 |
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653 train 7.565460 (lr=5.3021e-05) (hash(x)=27923548)
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| 684 |
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654 train 7.601680 (lr=5.2823e-05) (hash(x)=26387848)
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655 train 7.543574 (lr=5.2625e-05) (hash(x)=22863518)
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656 train 7.487079 (lr=5.2427e-05) (hash(x)=20869581)
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657 train 7.649981 (lr=5.2230e-05) (hash(x)=18133606)
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658 train 7.532894 (lr=5.2032e-05) (hash(x)=28736122)
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| 689 |
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659 train 7.510650 (lr=5.1835e-05) (hash(x)=25528329)
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| 690 |
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660 train 7.575254 (lr=5.1637e-05) (hash(x)=24020765)
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661 train 7.608615 (lr=5.1440e-05) (hash(x)=27792245)
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662 train 7.624794 (lr=5.1242e-05) (hash(x)=28287635)
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663 train 7.358210 (lr=5.1045e-05) (hash(x)=20951206)
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664 train 7.445130 (lr=5.0848e-05) (hash(x)=22356452)
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665 train 7.516540 (lr=5.0651e-05) (hash(x)=24385170)
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| 696 |
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666 train 7.592459 (lr=5.0454e-05) (hash(x)=23455854)
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| 697 |
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667 train 7.571509 (lr=5.0257e-05) (hash(x)=21589405)
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| 698 |
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668 train 7.553639 (lr=5.0060e-05) (hash(x)=24698150)
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| 699 |
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669 train 7.531401 (lr=4.9863e-05) (hash(x)=28010836)
|
| 700 |
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670 train 7.657823 (lr=4.9667e-05) (hash(x)=25427381)
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| 701 |
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671 train 7.617446 (lr=4.9470e-05) (hash(x)=27478557)
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| 702 |
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672 train 7.556267 (lr=4.9274e-05) (hash(x)=23865569)
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673 train 7.630557 (lr=4.9077e-05) (hash(x)=23407132)
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674 train 7.486390 (lr=4.8881e-05) (hash(x)=20253664)
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675 train 7.456762 (lr=4.8685e-05) (hash(x)=21087928)
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676 train 7.571109 (lr=4.8489e-05) (hash(x)=25957589)
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677 train 7.497773 (lr=4.8293e-05) (hash(x)=27008610)
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678 train 7.566462 (lr=4.8097e-05) (hash(x)=27580265)
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679 train 7.608348 (lr=4.7902e-05) (hash(x)=24244798)
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| 710 |
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680 train 7.478534 (lr=4.7706e-05) (hash(x)=24535871)
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681 train 7.584311 (lr=4.7511e-05) (hash(x)=27558681)
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682 train 7.467221 (lr=4.7316e-05) (hash(x)=21152793)
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683 train 7.441523 (lr=4.7121e-05) (hash(x)=28147005)
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| 714 |
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684 train 7.536576 (lr=4.6926e-05) (hash(x)=21933180)
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685 train 7.504664 (lr=4.6731e-05) (hash(x)=24735895)
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686 train 7.555192 (lr=4.6537e-05) (hash(x)=26209948)
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687 train 7.538921 (lr=4.6342e-05) (hash(x)=23358313)
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688 train 7.475364 (lr=4.6148e-05) (hash(x)=22398001)
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689 train 7.383994 (lr=4.5954e-05) (hash(x)=23724957)
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690 train 7.434212 (lr=4.5760e-05) (hash(x)=23083514)
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| 721 |
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691 train 7.312852 (lr=4.5567e-05) (hash(x)=16016924)
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| 722 |
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692 train 7.591164 (lr=4.5373e-05) (hash(x)=27173674)
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| 723 |
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693 train 7.392171 (lr=4.5180e-05) (hash(x)=28056250)
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| 724 |
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694 train 7.498176 (lr=4.4987e-05) (hash(x)=22233617)
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| 725 |
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695 train 7.591100 (lr=4.4794e-05) (hash(x)=23777908)
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| 726 |
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696 train 7.566017 (lr=4.4601e-05) (hash(x)=27842849)
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| 727 |
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697 train 7.549255 (lr=4.4408e-05) (hash(x)=23711679)
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| 728 |
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698 train 7.398949 (lr=4.4216e-05) (hash(x)=17204843)
|
| 729 |
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699 train 7.702005 (lr=4.4024e-05) (hash(x)=23909800)
|
| 730 |
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700 val loss 7.4818
|
| 731 |
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700 val perplexity 1775.3721
|
| 732 |
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700 train 7.556087 (lr=4.3832e-05) (hash(x)=25033286)
|
| 733 |
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701 train 7.843888 (lr=4.3640e-05) (hash(x)=23608371)
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| 734 |
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702 train 7.637945 (lr=4.3449e-05) (hash(x)=23654625)
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| 735 |
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703 train 7.452461 (lr=4.3258e-05) (hash(x)=22633313)
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| 736 |
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704 train 7.515621 (lr=4.3067e-05) (hash(x)=24267011)
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| 737 |
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705 train 7.466049 (lr=4.2876e-05) (hash(x)=23449416)
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| 738 |
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706 train 7.712853 (lr=4.2685e-05) (hash(x)=28527906)
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| 739 |
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707 train 7.405141 (lr=4.2495e-05) (hash(x)=21189075)
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| 740 |
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708 train 7.472712 (lr=4.2305e-05) (hash(x)=25278645)
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709 train 7.998730 (lr=4.2115e-05) (hash(x)=23654290)
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710 train 7.454517 (lr=4.1925e-05) (hash(x)=24571139)
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| 743 |
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711 train 7.553723 (lr=4.1736e-05) (hash(x)=26203172)
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712 train 7.482317 (lr=4.1547e-05) (hash(x)=19623503)
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713 train 7.469617 (lr=4.1358e-05) (hash(x)=23970545)
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714 train 7.649938 (lr=4.1170e-05) (hash(x)=25724900)
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715 train 7.563676 (lr=4.0981e-05) (hash(x)=23245421)
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716 train 7.509876 (lr=4.0793e-05) (hash(x)=24087537)
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717 train 7.436679 (lr=4.0606e-05) (hash(x)=25549646)
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718 train 7.509693 (lr=4.0418e-05) (hash(x)=26406563)
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719 train 7.550564 (lr=4.0231e-05) (hash(x)=23972429)
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720 train 7.605820 (lr=4.0044e-05) (hash(x)=26378040)
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721 train 7.458829 (lr=3.9857e-05) (hash(x)=24618531)
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722 train 7.473231 (lr=3.9671e-05) (hash(x)=20135714)
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723 train 7.614961 (lr=3.9485e-05) (hash(x)=26490981)
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724 train 7.627093 (lr=3.9299e-05) (hash(x)=23927567)
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725 train 7.468428 (lr=3.9114e-05) (hash(x)=27943609)
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726 train 7.522170 (lr=3.8929e-05) (hash(x)=22962561)
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727 train 7.559854 (lr=3.8744e-05) (hash(x)=24772257)
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728 train 7.483731 (lr=3.8560e-05) (hash(x)=25539761)
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729 train 7.647997 (lr=3.8376e-05) (hash(x)=23316262)
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730 train 7.415804 (lr=3.8192e-05) (hash(x)=23857558)
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731 train 7.597335 (lr=3.8008e-05) (hash(x)=30252690)
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732 train 7.665937 (lr=3.7825e-05) (hash(x)=30590162)
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733 train 7.552160 (lr=3.7642e-05) (hash(x)=25015721)
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734 train 7.633540 (lr=3.7460e-05) (hash(x)=28639679)
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735 train 7.505615 (lr=3.7277e-05) (hash(x)=26199058)
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736 train 7.564039 (lr=3.7096e-05) (hash(x)=28907461)
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737 train 7.546357 (lr=3.6914e-05) (hash(x)=26466915)
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738 train 7.621041 (lr=3.6733e-05) (hash(x)=20332613)
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739 train 7.506954 (lr=3.6552e-05) (hash(x)=26766470)
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740 train 7.450099 (lr=3.6372e-05) (hash(x)=26722145)
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741 train 7.500107 (lr=3.6192e-05) (hash(x)=21222489)
|
| 774 |
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742 train 7.634332 (lr=3.6012e-05) (hash(x)=24662435)
|
| 775 |
+
743 train 7.442200 (lr=3.5833e-05) (hash(x)=24308927)
|
| 776 |
+
744 train 7.402232 (lr=3.5654e-05) (hash(x)=28442502)
|
| 777 |
+
745 train 7.444362 (lr=3.5475e-05) (hash(x)=22810435)
|
| 778 |
+
746 train 7.578400 (lr=3.5297e-05) (hash(x)=30486518)
|
| 779 |
+
747 train 7.559855 (lr=3.5119e-05) (hash(x)=22688712)
|
| 780 |
+
748 train 7.473432 (lr=3.4942e-05) (hash(x)=20712962)
|
| 781 |
+
749 train 7.337163 (lr=3.4765e-05) (hash(x)=27490086)
|
| 782 |
+
750 val loss 7.4596
|
| 783 |
+
750 val perplexity 1736.4541
|
| 784 |
+
750 train 7.334404 (lr=3.4588e-05) (hash(x)=23973908)
|
| 785 |
+
751 train 7.488537 (lr=3.4412e-05) (hash(x)=29132401)
|
| 786 |
+
752 train 7.490381 (lr=3.4236e-05) (hash(x)=27386700)
|
| 787 |
+
753 train 7.518881 (lr=3.4060e-05) (hash(x)=24268614)
|
| 788 |
+
754 train 7.570349 (lr=3.3885e-05) (hash(x)=27378387)
|
| 789 |
+
755 train 7.373429 (lr=3.3711e-05) (hash(x)=22529400)
|
| 790 |
+
756 train 7.452330 (lr=3.3537e-05) (hash(x)=27586989)
|
| 791 |
+
757 train 7.381913 (lr=3.3363e-05) (hash(x)=22336349)
|
| 792 |
+
758 train 7.420479 (lr=3.3189e-05) (hash(x)=26147854)
|
| 793 |
+
759 train 7.513012 (lr=3.3016e-05) (hash(x)=25346788)
|
| 794 |
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760 train 7.601246 (lr=3.2844e-05) (hash(x)=25956855)
|
| 795 |
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761 train 7.531219 (lr=3.2672e-05) (hash(x)=24367780)
|
| 796 |
+
762 train 7.424407 (lr=3.2500e-05) (hash(x)=26084462)
|
| 797 |
+
763 train 7.501590 (lr=3.2329e-05) (hash(x)=26702459)
|
| 798 |
+
764 train 7.437404 (lr=3.2158e-05) (hash(x)=25717976)
|
| 799 |
+
765 train 7.375256 (lr=3.1988e-05) (hash(x)=22141366)
|
| 800 |
+
766 train 7.605688 (lr=3.1818e-05) (hash(x)=24652423)
|
| 801 |
+
767 train 7.527318 (lr=3.1648e-05) (hash(x)=30911699)
|
| 802 |
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768 train 7.515924 (lr=3.1479e-05) (hash(x)=22076954)
|
| 803 |
+
769 train 7.697556 (lr=3.1311e-05) (hash(x)=21586769)
|
| 804 |
+
770 train 7.514791 (lr=3.1142e-05) (hash(x)=21994337)
|
| 805 |
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771 train 7.473822 (lr=3.0975e-05) (hash(x)=25454145)
|
| 806 |
+
772 train 7.521131 (lr=3.0808e-05) (hash(x)=23239550)
|
| 807 |
+
773 train 7.570200 (lr=3.0641e-05) (hash(x)=23565926)
|
| 808 |
+
774 train 7.426509 (lr=3.0475e-05) (hash(x)=24705563)
|
| 809 |
+
775 train 7.541328 (lr=3.0309e-05) (hash(x)=27671095)
|
| 810 |
+
776 train 7.654326 (lr=3.0144e-05) (hash(x)=26254303)
|
| 811 |
+
777 train 7.393283 (lr=2.9979e-05) (hash(x)=27454020)
|
| 812 |
+
778 train 7.391985 (lr=2.9814e-05) (hash(x)=24394565)
|
| 813 |
+
779 train 7.349934 (lr=2.9651e-05) (hash(x)=21780199)
|
| 814 |
+
780 train 7.433042 (lr=2.9487e-05) (hash(x)=28296896)
|
| 815 |
+
781 train 7.569510 (lr=2.9324e-05) (hash(x)=26766303)
|
| 816 |
+
782 train 7.406379 (lr=2.9162e-05) (hash(x)=21599973)
|
| 817 |
+
783 train 7.731707 (lr=2.9000e-05) (hash(x)=24969360)
|
| 818 |
+
784 train 7.696099 (lr=2.8839e-05) (hash(x)=24382006)
|
| 819 |
+
785 train 7.370741 (lr=2.8678e-05) (hash(x)=22009299)
|
| 820 |
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786 train 7.222163 (lr=2.8518e-05) (hash(x)=22376569)
|
| 821 |
+
787 train 7.393046 (lr=2.8358e-05) (hash(x)=28166843)
|
| 822 |
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788 train 7.669737 (lr=2.8199e-05) (hash(x)=28230119)
|
| 823 |
+
789 train 7.611578 (lr=2.8040e-05) (hash(x)=26207465)
|
| 824 |
+
790 train 7.688897 (lr=2.7881e-05) (hash(x)=24748118)
|
| 825 |
+
791 train 7.610233 (lr=2.7724e-05) (hash(x)=27033802)
|
| 826 |
+
792 train 7.528696 (lr=2.7566e-05) (hash(x)=28788047)
|
| 827 |
+
793 train 7.397250 (lr=2.7410e-05) (hash(x)=22185099)
|
| 828 |
+
794 train 7.595845 (lr=2.7254e-05) (hash(x)=21585136)
|
| 829 |
+
795 train 7.406788 (lr=2.7098e-05) (hash(x)=27691968)
|
| 830 |
+
796 train 7.453660 (lr=2.6943e-05) (hash(x)=23706103)
|
| 831 |
+
797 train 7.289941 (lr=2.6788e-05) (hash(x)=27918030)
|
| 832 |
+
798 train 7.509144 (lr=2.6634e-05) (hash(x)=23127886)
|
| 833 |
+
799 train 7.527495 (lr=2.6481e-05) (hash(x)=26197070)
|
| 834 |
+
800 val loss 7.4417
|
| 835 |
+
800 val perplexity 1705.7286
|
| 836 |
+
800 train 7.574115 (lr=2.6328e-05) (hash(x)=26463005)
|
| 837 |
+
801 train 7.469114 (lr=2.6176e-05) (hash(x)=19160134)
|
| 838 |
+
802 train 7.417971 (lr=2.6024e-05) (hash(x)=23699136)
|
| 839 |
+
803 train 7.488408 (lr=2.5873e-05) (hash(x)=25353051)
|
| 840 |
+
804 train 7.415915 (lr=2.5722e-05) (hash(x)=21558484)
|
| 841 |
+
805 train 7.333173 (lr=2.5572e-05) (hash(x)=22828380)
|
| 842 |
+
806 train 7.464387 (lr=2.5423e-05) (hash(x)=24623811)
|
| 843 |
+
807 train 7.636195 (lr=2.5274e-05) (hash(x)=25410299)
|
| 844 |
+
808 train 7.492069 (lr=2.5125e-05) (hash(x)=26046091)
|
| 845 |
+
809 train 7.611971 (lr=2.4978e-05) (hash(x)=29887482)
|
| 846 |
+
810 train 7.349257 (lr=2.4830e-05) (hash(x)=21809706)
|
| 847 |
+
811 train 7.472101 (lr=2.4684e-05) (hash(x)=23712872)
|
| 848 |
+
812 train 7.361542 (lr=2.4538e-05) (hash(x)=25875103)
|
| 849 |
+
813 train 7.333164 (lr=2.4392e-05) (hash(x)=23736441)
|
| 850 |
+
814 train 7.424818 (lr=2.4247e-05) (hash(x)=25093883)
|
| 851 |
+
815 train 7.363343 (lr=2.4103e-05) (hash(x)=23692325)
|
| 852 |
+
816 train 7.262480 (lr=2.3959e-05) (hash(x)=23061082)
|
| 853 |
+
817 train 7.393563 (lr=2.3816e-05) (hash(x)=26094253)
|
| 854 |
+
818 train 7.550554 (lr=2.3674e-05) (hash(x)=27327886)
|
| 855 |
+
819 train 7.422655 (lr=2.3532e-05) (hash(x)=26186143)
|
| 856 |
+
820 train 7.419140 (lr=2.3391e-05) (hash(x)=25336043)
|
| 857 |
+
821 train 7.460618 (lr=2.3250e-05) (hash(x)=22811468)
|
| 858 |
+
822 train 7.441939 (lr=2.3110e-05) (hash(x)=27925831)
|
| 859 |
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823 train 7.546475 (lr=2.2971e-05) (hash(x)=35528108)
|
| 860 |
+
824 train 7.537710 (lr=2.2832e-05) (hash(x)=24949421)
|
| 861 |
+
825 train 7.297977 (lr=2.2694e-05) (hash(x)=22845735)
|
| 862 |
+
826 train 7.411054 (lr=2.2556e-05) (hash(x)=28138281)
|
| 863 |
+
827 train 7.482001 (lr=2.2420e-05) (hash(x)=29038360)
|
| 864 |
+
828 train 7.425698 (lr=2.2283e-05) (hash(x)=22827903)
|
| 865 |
+
829 train 7.514131 (lr=2.2148e-05) (hash(x)=24647015)
|
| 866 |
+
830 train 7.399959 (lr=2.2013e-05) (hash(x)=20477804)
|
| 867 |
+
831 train 7.367899 (lr=2.1878e-05) (hash(x)=26692640)
|
| 868 |
+
832 train 7.446416 (lr=2.1745e-05) (hash(x)=27388794)
|
| 869 |
+
833 train 7.734144 (lr=2.1612e-05) (hash(x)=25265875)
|
| 870 |
+
834 train 7.370404 (lr=2.1479e-05) (hash(x)=21841888)
|
| 871 |
+
835 train 7.475332 (lr=2.1347e-05) (hash(x)=19809196)
|
| 872 |
+
836 train 7.534215 (lr=2.1216e-05) (hash(x)=23007945)
|
| 873 |
+
837 train 7.462128 (lr=2.1086e-05) (hash(x)=24079409)
|
| 874 |
+
838 train 7.383613 (lr=2.0956e-05) (hash(x)=25874533)
|
| 875 |
+
839 train 7.305530 (lr=2.0827e-05) (hash(x)=23660106)
|
| 876 |
+
840 train 7.794976 (lr=2.0698e-05) (hash(x)=41821329)
|
| 877 |
+
841 train 7.407612 (lr=2.0570e-05) (hash(x)=25763899)
|
| 878 |
+
842 train 7.245990 (lr=2.0443e-05) (hash(x)=28584111)
|
| 879 |
+
843 train 7.734368 (lr=2.0317e-05) (hash(x)=25559887)
|
| 880 |
+
844 train 7.494929 (lr=2.0191e-05) (hash(x)=26886377)
|
| 881 |
+
845 train 7.471811 (lr=2.0066e-05) (hash(x)=26461895)
|
| 882 |
+
846 train 7.517651 (lr=1.9941e-05) (hash(x)=23018827)
|
| 883 |
+
847 train 7.321105 (lr=1.9818e-05) (hash(x)=24375035)
|
| 884 |
+
848 train 7.491956 (lr=1.9694e-05) (hash(x)=26431670)
|
| 885 |
+
849 train 7.375950 (lr=1.9572e-05) (hash(x)=25033511)
|
| 886 |
+
850 val loss 7.4396
|
| 887 |
+
850 val perplexity 1702.0132
|
| 888 |
+
850 train 7.488484 (lr=1.9450e-05) (hash(x)=25602577)
|
| 889 |
+
851 train 7.400078 (lr=1.9329e-05) (hash(x)=23316582)
|
| 890 |
+
852 train 7.535356 (lr=1.9209e-05) (hash(x)=22470095)
|
| 891 |
+
853 train 7.406911 (lr=1.9089e-05) (hash(x)=25089202)
|
| 892 |
+
854 train 7.337296 (lr=1.8970e-05) (hash(x)=26243247)
|
| 893 |
+
855 train 7.435785 (lr=1.8852e-05) (hash(x)=22231144)
|
| 894 |
+
856 train 7.346595 (lr=1.8734e-05) (hash(x)=27646564)
|
| 895 |
+
857 train 7.491600 (lr=1.8618e-05) (hash(x)=23889875)
|
| 896 |
+
858 train 7.445905 (lr=1.8501e-05) (hash(x)=25255240)
|
| 897 |
+
859 train 7.527608 (lr=1.8386e-05) (hash(x)=23883299)
|
| 898 |
+
860 train 7.501969 (lr=1.8271e-05) (hash(x)=18463841)
|
| 899 |
+
861 train 7.533608 (lr=1.8157e-05) (hash(x)=30657762)
|
| 900 |
+
862 train 7.416885 (lr=1.8044e-05) (hash(x)=25288079)
|
| 901 |
+
863 train 7.461645 (lr=1.7931e-05) (hash(x)=28979310)
|
| 902 |
+
864 train 7.647059 (lr=1.7819e-05) (hash(x)=30254991)
|
| 903 |
+
865 train 7.492545 (lr=1.7708e-05) (hash(x)=27274653)
|
| 904 |
+
866 train 7.472941 (lr=1.7598e-05) (hash(x)=23026066)
|
| 905 |
+
867 train 7.428191 (lr=1.7488e-05) (hash(x)=14001963)
|
| 906 |
+
868 train 7.326510 (lr=1.7379e-05) (hash(x)=21988054)
|
| 907 |
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869 train 7.420466 (lr=1.7271e-05) (hash(x)=26241099)
|
| 908 |
+
870 train 7.513637 (lr=1.7163e-05) (hash(x)=26209722)
|
| 909 |
+
871 train 7.371310 (lr=1.7056e-05) (hash(x)=26928312)
|
| 910 |
+
872 train 7.457225 (lr=1.6950e-05) (hash(x)=23563272)
|
| 911 |
+
873 train 7.384061 (lr=1.6845e-05) (hash(x)=25704828)
|
| 912 |
+
874 train 7.650157 (lr=1.6740e-05) (hash(x)=22498992)
|
| 913 |
+
875 train 7.784369 (lr=1.6636e-05) (hash(x)=22895918)
|
| 914 |
+
876 train 7.341893 (lr=1.6533e-05) (hash(x)=24404283)
|
| 915 |
+
877 train 7.376393 (lr=1.6431e-05) (hash(x)=26663932)
|
| 916 |
+
878 train 7.514564 (lr=1.6329e-05) (hash(x)=22805316)
|
| 917 |
+
879 train 7.509393 (lr=1.6228e-05) (hash(x)=23344466)
|
| 918 |
+
880 train 7.453814 (lr=1.6128e-05) (hash(x)=20966940)
|
| 919 |
+
881 train 7.451263 (lr=1.6029e-05) (hash(x)=27422664)
|
| 920 |
+
882 train 7.477421 (lr=1.5930e-05) (hash(x)=22116510)
|
| 921 |
+
883 train 7.340514 (lr=1.5832e-05) (hash(x)=27269633)
|
| 922 |
+
884 train 7.450755 (lr=1.5735e-05) (hash(x)=27157711)
|
| 923 |
+
885 train 7.491467 (lr=1.5639e-05) (hash(x)=22774645)
|
| 924 |
+
886 train 7.409890 (lr=1.5543e-05) (hash(x)=22143146)
|
| 925 |
+
887 train 7.402446 (lr=1.5449e-05) (hash(x)=22356438)
|
| 926 |
+
888 train 7.170747 (lr=1.5354e-05) (hash(x)=23172158)
|
| 927 |
+
889 train 7.429227 (lr=1.5261e-05) (hash(x)=26971690)
|
| 928 |
+
890 train 7.466310 (lr=1.5169e-05) (hash(x)=24851922)
|
| 929 |
+
891 train 7.281016 (lr=1.5077e-05) (hash(x)=21017641)
|
| 930 |
+
892 train 7.436307 (lr=1.4986e-05) (hash(x)=28186957)
|
| 931 |
+
893 train 7.455210 (lr=1.4896e-05) (hash(x)=25661082)
|
| 932 |
+
894 train 7.351072 (lr=1.4806e-05) (hash(x)=25462781)
|
| 933 |
+
895 train 7.305271 (lr=1.4718e-05) (hash(x)=21774374)
|
| 934 |
+
896 train 7.305682 (lr=1.4630e-05) (hash(x)=23657055)
|
| 935 |
+
897 train 7.333868 (lr=1.4543e-05) (hash(x)=23604050)
|
| 936 |
+
898 train 7.771733 (lr=1.4456e-05) (hash(x)=31534071)
|
| 937 |
+
899 train 7.578480 (lr=1.4371e-05) (hash(x)=24183732)
|
| 938 |
+
900 val loss 7.4296
|
| 939 |
+
900 val perplexity 1685.2150
|
| 940 |
+
900 train 7.407505 (lr=1.4286e-05) (hash(x)=23384280)
|
| 941 |
+
901 train 7.293602 (lr=1.4202e-05) (hash(x)=21975928)
|
| 942 |
+
902 train 7.294423 (lr=1.4119e-05) (hash(x)=25281674)
|
| 943 |
+
903 train 7.279311 (lr=1.4037e-05) (hash(x)=22947712)
|
| 944 |
+
904 train 7.354813 (lr=1.3955e-05) (hash(x)=24853977)
|
| 945 |
+
905 train 7.403245 (lr=1.3874e-05) (hash(x)=23696470)
|
| 946 |
+
906 train 7.413362 (lr=1.3794e-05) (hash(x)=27489711)
|
| 947 |
+
907 train 7.342287 (lr=1.3715e-05) (hash(x)=28050163)
|
| 948 |
+
908 train 7.214733 (lr=1.3637e-05) (hash(x)=26996807)
|
| 949 |
+
909 train 7.621967 (lr=1.3559e-05) (hash(x)=28626495)
|
| 950 |
+
910 train 7.336179 (lr=1.3482e-05) (hash(x)=24783242)
|
| 951 |
+
911 train 7.337069 (lr=1.3407e-05) (hash(x)=25832479)
|
| 952 |
+
912 train 7.224257 (lr=1.3331e-05) (hash(x)=23522137)
|
| 953 |
+
913 train 7.514649 (lr=1.3257e-05) (hash(x)=26731973)
|
| 954 |
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914 train 7.595162 (lr=1.3183e-05) (hash(x)=26019142)
|
| 955 |
+
915 train 7.370749 (lr=1.3111e-05) (hash(x)=25081877)
|
| 956 |
+
916 train 7.487756 (lr=1.3039e-05) (hash(x)=23843571)
|
| 957 |
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917 train 7.493926 (lr=1.2968e-05) (hash(x)=26805739)
|
| 958 |
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918 train 7.396144 (lr=1.2897e-05) (hash(x)=27169927)
|
| 959 |
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919 train 7.439053 (lr=1.2828e-05) (hash(x)=26545491)
|
| 960 |
+
920 train 7.450454 (lr=1.2759e-05) (hash(x)=25179497)
|
| 961 |
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921 train 7.389654 (lr=1.2691e-05) (hash(x)=27085003)
|
| 962 |
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922 train 7.410111 (lr=1.2624e-05) (hash(x)=24558202)
|
| 963 |
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923 train 7.564204 (lr=1.2558e-05) (hash(x)=25317684)
|
| 964 |
+
924 train 7.422526 (lr=1.2493e-05) (hash(x)=27104868)
|
| 965 |
+
925 train 7.461666 (lr=1.2428e-05) (hash(x)=24806274)
|
| 966 |
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926 train 7.518903 (lr=1.2364e-05) (hash(x)=24341937)
|
| 967 |
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927 train 7.316999 (lr=1.2301e-05) (hash(x)=22736558)
|
| 968 |
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928 train 7.333353 (lr=1.2239e-05) (hash(x)=23843744)
|
| 969 |
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929 train 7.460651 (lr=1.2178e-05) (hash(x)=27218468)
|
| 970 |
+
930 train 7.399772 (lr=1.2118e-05) (hash(x)=26042053)
|
| 971 |
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931 train 7.419421 (lr=1.2058e-05) (hash(x)=25776082)
|
| 972 |
+
932 train 7.299749 (lr=1.1999e-05) (hash(x)=21594447)
|
| 973 |
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933 train 7.338398 (lr=1.1941e-05) (hash(x)=21674469)
|
| 974 |
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934 train 7.281021 (lr=1.1884e-05) (hash(x)=26213966)
|
| 975 |
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935 train 7.290705 (lr=1.1828e-05) (hash(x)=23770702)
|
| 976 |
+
936 train 7.407078 (lr=1.1772e-05) (hash(x)=27829878)
|
| 977 |
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937 train 7.501351 (lr=1.1718e-05) (hash(x)=29177278)
|
| 978 |
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938 train 7.426019 (lr=1.1664e-05) (hash(x)=26020089)
|
| 979 |
+
939 train 7.322884 (lr=1.1611e-05) (hash(x)=24676475)
|
| 980 |
+
940 train 7.393018 (lr=1.1559e-05) (hash(x)=24056174)
|
| 981 |
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941 train 7.414608 (lr=1.1508e-05) (hash(x)=21887514)
|
| 982 |
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942 train 7.415479 (lr=1.1457e-05) (hash(x)=24196100)
|
| 983 |
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943 train 7.372238 (lr=1.1408e-05) (hash(x)=25700093)
|
| 984 |
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944 train 7.545765 (lr=1.1359e-05) (hash(x)=24365834)
|
| 985 |
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945 train 7.332805 (lr=1.1311e-05) (hash(x)=25631786)
|
| 986 |
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946 train 7.464033 (lr=1.1264e-05) (hash(x)=24452345)
|
| 987 |
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947 train 7.171823 (lr=1.1218e-05) (hash(x)=21465330)
|
| 988 |
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948 train 7.298168 (lr=1.1173e-05) (hash(x)=20427493)
|
| 989 |
+
949 train 7.335891 (lr=1.1128e-05) (hash(x)=25439720)
|
| 990 |
+
950 val loss 7.4199
|
| 991 |
+
950 val perplexity 1668.8562
|
| 992 |
+
950 train 7.398656 (lr=1.1085e-05) (hash(x)=21652988)
|
| 993 |
+
951 train 7.339907 (lr=1.1042e-05) (hash(x)=22546779)
|
| 994 |
+
952 train 7.209517 (lr=1.1000e-05) (hash(x)=20855736)
|
| 995 |
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953 train 7.397276 (lr=1.0959e-05) (hash(x)=27725873)
|
| 996 |
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954 train 7.464233 (lr=1.0919e-05) (hash(x)=24582989)
|
| 997 |
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955 train 7.338234 (lr=1.0879e-05) (hash(x)=24822372)
|
| 998 |
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956 train 7.390271 (lr=1.0841e-05) (hash(x)=25624588)
|
| 999 |
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957 train 7.347393 (lr=1.0803e-05) (hash(x)=23566489)
|
| 1000 |
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958 train 7.524933 (lr=1.0766e-05) (hash(x)=28117387)
|
| 1001 |
+
959 train 7.290871 (lr=1.0730e-05) (hash(x)=26874283)
|
| 1002 |
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960 train 7.297306 (lr=1.0695e-05) (hash(x)=28570123)
|
| 1003 |
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961 train 7.451760 (lr=1.0661e-05) (hash(x)=24807017)
|
| 1004 |
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962 train 7.323246 (lr=1.0628e-05) (hash(x)=25189993)
|
| 1005 |
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963 train 7.455842 (lr=1.0595e-05) (hash(x)=29202226)
|
| 1006 |
+
964 train 7.645636 (lr=1.0563e-05) (hash(x)=26060713)
|
| 1007 |
+
965 train 7.524036 (lr=1.0533e-05) (hash(x)=23053285)
|
| 1008 |
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966 train 7.500039 (lr=1.0503e-05) (hash(x)=21968481)
|
| 1009 |
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967 train 7.385129 (lr=1.0474e-05) (hash(x)=24492698)
|
| 1010 |
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968 train 7.363263 (lr=1.0445e-05) (hash(x)=25760806)
|
| 1011 |
+
969 train 7.384084 (lr=1.0418e-05) (hash(x)=27417392)
|
| 1012 |
+
970 train 7.385349 (lr=1.0391e-05) (hash(x)=26767105)
|
| 1013 |
+
971 train 7.450591 (lr=1.0366e-05) (hash(x)=25117678)
|
| 1014 |
+
972 train 7.330565 (lr=1.0341e-05) (hash(x)=24233758)
|
| 1015 |
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973 train 7.392282 (lr=1.0317e-05) (hash(x)=29907634)
|
| 1016 |
+
974 train 7.174641 (lr=1.0294e-05) (hash(x)=23552436)
|
| 1017 |
+
975 train 7.544744 (lr=1.0272e-05) (hash(x)=28610406)
|
| 1018 |
+
976 train 7.364544 (lr=1.0251e-05) (hash(x)=23858212)
|
| 1019 |
+
977 train 7.265794 (lr=1.0230e-05) (hash(x)=20567764)
|
| 1020 |
+
978 train 7.275741 (lr=1.0211e-05) (hash(x)=29631106)
|
| 1021 |
+
979 train 7.253947 (lr=1.0192e-05) (hash(x)=19843564)
|
| 1022 |
+
980 train 7.392068 (lr=1.0174e-05) (hash(x)=22589891)
|
| 1023 |
+
981 train 7.177075 (lr=1.0157e-05) (hash(x)=21183943)
|
| 1024 |
+
982 train 7.337965 (lr=1.0141e-05) (hash(x)=26152241)
|
| 1025 |
+
983 train 7.350290 (lr=1.0126e-05) (hash(x)=22700785)
|
| 1026 |
+
984 train 7.585400 (lr=1.0111e-05) (hash(x)=29611280)
|
| 1027 |
+
985 train 7.703375 (lr=1.0098e-05) (hash(x)=25972823)
|
| 1028 |
+
986 train 7.394578 (lr=1.0085e-05) (hash(x)=23447782)
|
| 1029 |
+
987 train 7.338687 (lr=1.0074e-05) (hash(x)=22578453)
|
| 1030 |
+
988 train 7.334603 (lr=1.0063e-05) (hash(x)=25474622)
|
| 1031 |
+
989 train 7.404408 (lr=1.0053e-05) (hash(x)=22965762)
|
| 1032 |
+
990 train 7.445079 (lr=1.0044e-05) (hash(x)=26116321)
|
| 1033 |
+
991 train 7.362096 (lr=1.0035e-05) (hash(x)=25934549)
|
| 1034 |
+
992 train 7.276827 (lr=1.0028e-05) (hash(x)=23937495)
|
| 1035 |
+
993 train 7.459218 (lr=1.0021e-05) (hash(x)=26286442)
|
| 1036 |
+
994 train 7.714988 (lr=1.0016e-05) (hash(x)=32737711)
|
| 1037 |
+
995 train 7.286125 (lr=1.0011e-05) (hash(x)=20563613)
|
| 1038 |
+
996 train 7.547499 (lr=1.0007e-05) (hash(x)=26234770)
|
| 1039 |
+
997 train 7.480315 (lr=1.0004e-05) (hash(x)=26179422)
|
| 1040 |
+
998 train 7.395674 (lr=1.0002e-05) (hash(x)=23289651)
|
| 1041 |
+
999 val loss 7.4181
|
| 1042 |
+
999 val perplexity 1665.8024
|
| 1043 |
+
999 train 7.777097 (lr=1.0000e-05) (hash(x)=36436617)
|
lr1e-4_total_batch_size40960_seq_len512/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f21197b92b6b0edde3f983ad03ec8d5251e84fa0f8338300e8154e9e656d20e6
|
| 3 |
+
size 48156226
|
lr1e-4_total_batch_size40960_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:605e9a1094a164709d40da707bd52d0f0b74e3af4eae96ec46388dfd6a69a34b
|
| 3 |
+
size 71157574
|