Upload folder using huggingface_hub
Browse files- lr2e-4_total_batch_size5120_seq_len512/args.json +1 -0
- lr2e-4_total_batch_size5120_seq_len512/dataloader_00999.pt +3 -0
- lr2e-4_total_batch_size5120_seq_len512/log2.txt +1043 -0
- lr2e-4_total_batch_size5120_seq_len512/model_00999.pt +3 -0
- lr2e-4_total_batch_size5120_seq_len512/optimizer_00999.pt +3 -0
lr2e-4_total_batch_size5120_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr2e-4_total_batch_size5120_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": 5120, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr2e-4_total_batch_size5120_seq_len512/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:60582085b67f79a59d68bfd29cd9c94a65421fc83fc6750cd587ed93c2812fa4
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size 964
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lr2e-4_total_batch_size5120_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 11.762018 (lr=6.9930e-07) (hash(x)=22886834)
|
| 5 |
+
1 train 11.786522 (lr=1.3986e-06) (hash(x)=26375038)
|
| 6 |
+
2 train 11.726857 (lr=2.0979e-06) (hash(x)=30598777)
|
| 7 |
+
3 train 11.773165 (lr=2.7972e-06) (hash(x)=27234506)
|
| 8 |
+
4 train 11.729205 (lr=3.4965e-06) (hash(x)=27767880)
|
| 9 |
+
5 train 11.717231 (lr=4.1958e-06) (hash(x)=23702020)
|
| 10 |
+
6 train 11.762368 (lr=4.8951e-06) (hash(x)=31986844)
|
| 11 |
+
7 train 11.759068 (lr=5.5944e-06) (hash(x)=20782690)
|
| 12 |
+
8 train 11.753537 (lr=6.2937e-06) (hash(x)=25201599)
|
| 13 |
+
9 train 11.778136 (lr=6.9930e-06) (hash(x)=23094976)
|
| 14 |
+
10 train 11.727038 (lr=7.6923e-06) (hash(x)=23841096)
|
| 15 |
+
11 train 11.745360 (lr=8.3916e-06) (hash(x)=26532095)
|
| 16 |
+
12 train 11.718360 (lr=9.0909e-06) (hash(x)=24432298)
|
| 17 |
+
13 train 11.712705 (lr=9.7902e-06) (hash(x)=27151649)
|
| 18 |
+
14 train 11.696010 (lr=1.0490e-05) (hash(x)=24596846)
|
| 19 |
+
15 train 11.650504 (lr=1.1189e-05) (hash(x)=23890908)
|
| 20 |
+
16 train 11.646593 (lr=1.1888e-05) (hash(x)=28913955)
|
| 21 |
+
17 train 11.633705 (lr=1.2587e-05) (hash(x)=25588236)
|
| 22 |
+
18 train 11.640189 (lr=1.3287e-05) (hash(x)=23770034)
|
| 23 |
+
19 train 11.629020 (lr=1.3986e-05) (hash(x)=24011372)
|
| 24 |
+
20 train 11.570956 (lr=1.4685e-05) (hash(x)=25441898)
|
| 25 |
+
21 train 11.558985 (lr=1.5385e-05) (hash(x)=28375581)
|
| 26 |
+
22 train 11.558283 (lr=1.6084e-05) (hash(x)=24046679)
|
| 27 |
+
23 train 11.581992 (lr=1.6783e-05) (hash(x)=24611628)
|
| 28 |
+
24 train 11.559752 (lr=1.7483e-05) (hash(x)=26169030)
|
| 29 |
+
25 train 11.453639 (lr=1.8182e-05) (hash(x)=30298407)
|
| 30 |
+
26 train 11.481302 (lr=1.8881e-05) (hash(x)=23711112)
|
| 31 |
+
27 train 11.402436 (lr=1.9580e-05) (hash(x)=19245352)
|
| 32 |
+
28 train 11.387091 (lr=2.0280e-05) (hash(x)=21529136)
|
| 33 |
+
29 train 11.403493 (lr=2.0979e-05) (hash(x)=28936608)
|
| 34 |
+
30 train 11.357623 (lr=2.1678e-05) (hash(x)=24339013)
|
| 35 |
+
31 train 11.231040 (lr=2.2378e-05) (hash(x)=25767553)
|
| 36 |
+
32 train 11.247643 (lr=2.3077e-05) (hash(x)=26439905)
|
| 37 |
+
33 train 11.319613 (lr=2.3776e-05) (hash(x)=31093473)
|
| 38 |
+
34 train 11.150300 (lr=2.4476e-05) (hash(x)=25450374)
|
| 39 |
+
35 train 11.210859 (lr=2.5175e-05) (hash(x)=24809873)
|
| 40 |
+
36 train 11.183257 (lr=2.5874e-05) (hash(x)=23253252)
|
| 41 |
+
37 train 11.179575 (lr=2.6573e-05) (hash(x)=27852919)
|
| 42 |
+
38 train 11.071074 (lr=2.7273e-05) (hash(x)=23327497)
|
| 43 |
+
39 train 11.023358 (lr=2.7972e-05) (hash(x)=22512166)
|
| 44 |
+
40 train 11.080914 (lr=2.8671e-05) (hash(x)=22859419)
|
| 45 |
+
41 train 10.925023 (lr=2.9371e-05) (hash(x)=27620338)
|
| 46 |
+
42 train 10.890419 (lr=3.0070e-05) (hash(x)=26397837)
|
| 47 |
+
43 train 10.913859 (lr=3.0769e-05) (hash(x)=28092148)
|
| 48 |
+
44 train 10.837189 (lr=3.1469e-05) (hash(x)=24662703)
|
| 49 |
+
45 train 10.844550 (lr=3.2168e-05) (hash(x)=27938767)
|
| 50 |
+
46 train 10.882991 (lr=3.2867e-05) (hash(x)=26037988)
|
| 51 |
+
47 train 10.705787 (lr=3.3566e-05) (hash(x)=24732833)
|
| 52 |
+
48 train 10.698764 (lr=3.4266e-05) (hash(x)=25259526)
|
| 53 |
+
49 train 10.708899 (lr=3.4965e-05) (hash(x)=23200230)
|
| 54 |
+
50 val loss 10.6598
|
| 55 |
+
50 val perplexity 42609.6016
|
| 56 |
+
50 train 10.672421 (lr=3.5664e-05) (hash(x)=26721357)
|
| 57 |
+
51 train 10.677696 (lr=3.6364e-05) (hash(x)=22694718)
|
| 58 |
+
52 train 10.581690 (lr=3.7063e-05) (hash(x)=28066766)
|
| 59 |
+
53 train 10.562861 (lr=3.7762e-05) (hash(x)=23125151)
|
| 60 |
+
54 train 10.591826 (lr=3.8462e-05) (hash(x)=27193725)
|
| 61 |
+
55 train 10.483047 (lr=3.9161e-05) (hash(x)=25129410)
|
| 62 |
+
56 train 10.513149 (lr=3.9860e-05) (hash(x)=24263988)
|
| 63 |
+
57 train 10.379344 (lr=4.0559e-05) (hash(x)=23059154)
|
| 64 |
+
58 train 10.476598 (lr=4.1259e-05) (hash(x)=26063864)
|
| 65 |
+
59 train 10.615381 (lr=4.1958e-05) (hash(x)=27858570)
|
| 66 |
+
60 train 10.403590 (lr=4.2657e-05) (hash(x)=23874620)
|
| 67 |
+
61 train 10.412221 (lr=4.3357e-05) (hash(x)=22402617)
|
| 68 |
+
62 train 10.397899 (lr=4.4056e-05) (hash(x)=23600822)
|
| 69 |
+
63 train 10.213144 (lr=4.4755e-05) (hash(x)=26582391)
|
| 70 |
+
64 train 10.241872 (lr=4.5455e-05) (hash(x)=23225283)
|
| 71 |
+
65 train 10.402961 (lr=4.6154e-05) (hash(x)=26075451)
|
| 72 |
+
66 train 10.354083 (lr=4.6853e-05) (hash(x)=24723419)
|
| 73 |
+
67 train 10.275083 (lr=4.7552e-05) (hash(x)=27279806)
|
| 74 |
+
68 train 10.215707 (lr=4.8252e-05) (hash(x)=25870391)
|
| 75 |
+
69 train 10.296074 (lr=4.8951e-05) (hash(x)=26188136)
|
| 76 |
+
70 train 10.219914 (lr=4.9650e-05) (hash(x)=30373443)
|
| 77 |
+
71 train 10.317218 (lr=5.0350e-05) (hash(x)=26472336)
|
| 78 |
+
72 train 10.218242 (lr=5.1049e-05) (hash(x)=26651572)
|
| 79 |
+
73 train 10.174848 (lr=5.1748e-05) (hash(x)=26376212)
|
| 80 |
+
74 train 10.173363 (lr=5.2448e-05) (hash(x)=26733350)
|
| 81 |
+
75 train 10.300672 (lr=5.3147e-05) (hash(x)=28301589)
|
| 82 |
+
76 train 10.172812 (lr=5.3846e-05) (hash(x)=27599559)
|
| 83 |
+
77 train 10.094896 (lr=5.4545e-05) (hash(x)=28035221)
|
| 84 |
+
78 train 10.174782 (lr=5.5245e-05) (hash(x)=25016783)
|
| 85 |
+
79 train 10.197110 (lr=5.5944e-05) (hash(x)=27654289)
|
| 86 |
+
80 train 10.226367 (lr=5.6643e-05) (hash(x)=24597558)
|
| 87 |
+
81 train 10.171132 (lr=5.7343e-05) (hash(x)=21560904)
|
| 88 |
+
82 train 9.989909 (lr=5.8042e-05) (hash(x)=21983837)
|
| 89 |
+
83 train 10.051674 (lr=5.8741e-05) (hash(x)=24995715)
|
| 90 |
+
84 train 10.109978 (lr=5.9441e-05) (hash(x)=29876413)
|
| 91 |
+
85 train 10.031592 (lr=6.0140e-05) (hash(x)=23792508)
|
| 92 |
+
86 train 9.953173 (lr=6.0839e-05) (hash(x)=25509120)
|
| 93 |
+
87 train 10.126330 (lr=6.1538e-05) (hash(x)=26559876)
|
| 94 |
+
88 train 10.043777 (lr=6.2238e-05) (hash(x)=23569647)
|
| 95 |
+
89 train 10.058722 (lr=6.2937e-05) (hash(x)=25758852)
|
| 96 |
+
90 train 9.943398 (lr=6.3636e-05) (hash(x)=25706298)
|
| 97 |
+
91 train 9.849136 (lr=6.4336e-05) (hash(x)=28364895)
|
| 98 |
+
92 train 9.893332 (lr=6.5035e-05) (hash(x)=25304663)
|
| 99 |
+
93 train 9.974350 (lr=6.5734e-05) (hash(x)=25269299)
|
| 100 |
+
94 train 10.112905 (lr=6.6434e-05) (hash(x)=25870566)
|
| 101 |
+
95 train 9.896851 (lr=6.7133e-05) (hash(x)=21770329)
|
| 102 |
+
96 train 10.107920 (lr=6.7832e-05) (hash(x)=27595900)
|
| 103 |
+
97 train 10.109680 (lr=6.8531e-05) (hash(x)=24785397)
|
| 104 |
+
98 train 9.869967 (lr=6.9231e-05) (hash(x)=21521480)
|
| 105 |
+
99 train 9.913299 (lr=6.9930e-05) (hash(x)=24628606)
|
| 106 |
+
100 val loss 9.9170
|
| 107 |
+
100 val perplexity 20271.3438
|
| 108 |
+
100 train 9.947840 (lr=7.0629e-05) (hash(x)=24670150)
|
| 109 |
+
101 train 9.946340 (lr=7.1329e-05) (hash(x)=23181910)
|
| 110 |
+
102 train 9.804832 (lr=7.2028e-05) (hash(x)=22714991)
|
| 111 |
+
103 train 9.908710 (lr=7.2727e-05) (hash(x)=22723459)
|
| 112 |
+
104 train 9.838172 (lr=7.3427e-05) (hash(x)=21524316)
|
| 113 |
+
105 train 9.824501 (lr=7.4126e-05) (hash(x)=25506632)
|
| 114 |
+
106 train 9.649211 (lr=7.4825e-05) (hash(x)=21675672)
|
| 115 |
+
107 train 9.767374 (lr=7.5524e-05) (hash(x)=22897919)
|
| 116 |
+
108 train 9.780364 (lr=7.6224e-05) (hash(x)=23321631)
|
| 117 |
+
109 train 9.803567 (lr=7.6923e-05) (hash(x)=26546719)
|
| 118 |
+
110 train 10.338003 (lr=7.7622e-05) (hash(x)=31962348)
|
| 119 |
+
111 train 9.792398 (lr=7.8322e-05) (hash(x)=30338342)
|
| 120 |
+
112 train 9.764856 (lr=7.9021e-05) (hash(x)=23724471)
|
| 121 |
+
113 train 9.752960 (lr=7.9720e-05) (hash(x)=29175888)
|
| 122 |
+
114 train 9.868297 (lr=8.0420e-05) (hash(x)=23256716)
|
| 123 |
+
115 train 9.808032 (lr=8.1119e-05) (hash(x)=27063280)
|
| 124 |
+
116 train 9.750420 (lr=8.1818e-05) (hash(x)=31057659)
|
| 125 |
+
117 train 9.815223 (lr=8.2517e-05) (hash(x)=32915097)
|
| 126 |
+
118 train 9.724854 (lr=8.3217e-05) (hash(x)=28842717)
|
| 127 |
+
119 train 9.690181 (lr=8.3916e-05) (hash(x)=25678059)
|
| 128 |
+
120 train 9.686526 (lr=8.4615e-05) (hash(x)=21593510)
|
| 129 |
+
121 train 9.556270 (lr=8.5315e-05) (hash(x)=20083773)
|
| 130 |
+
122 train 9.606078 (lr=8.6014e-05) (hash(x)=23002820)
|
| 131 |
+
123 train 9.568427 (lr=8.6713e-05) (hash(x)=21853028)
|
| 132 |
+
124 train 9.604660 (lr=8.7413e-05) (hash(x)=26985625)
|
| 133 |
+
125 train 9.520707 (lr=8.8112e-05) (hash(x)=21808483)
|
| 134 |
+
126 train 9.696350 (lr=8.8811e-05) (hash(x)=28873251)
|
| 135 |
+
127 train 9.588122 (lr=8.9510e-05) (hash(x)=26109335)
|
| 136 |
+
128 train 9.610017 (lr=9.0210e-05) (hash(x)=26334674)
|
| 137 |
+
129 train 9.575045 (lr=9.0909e-05) (hash(x)=24916754)
|
| 138 |
+
130 train 9.599522 (lr=9.1608e-05) (hash(x)=25449624)
|
| 139 |
+
131 train 9.667902 (lr=9.2308e-05) (hash(x)=25334848)
|
| 140 |
+
132 train 9.730344 (lr=9.3007e-05) (hash(x)=27484863)
|
| 141 |
+
133 train 9.521794 (lr=9.3706e-05) (hash(x)=24917705)
|
| 142 |
+
134 train 9.384773 (lr=9.4406e-05) (hash(x)=25143449)
|
| 143 |
+
135 train 9.435587 (lr=9.5105e-05) (hash(x)=25044885)
|
| 144 |
+
136 train 9.643442 (lr=9.5804e-05) (hash(x)=27821028)
|
| 145 |
+
137 train 9.568672 (lr=9.6503e-05) (hash(x)=28747022)
|
| 146 |
+
138 train 9.512908 (lr=9.7203e-05) (hash(x)=27182888)
|
| 147 |
+
139 train 9.379439 (lr=9.7902e-05) (hash(x)=23678349)
|
| 148 |
+
140 train 9.497525 (lr=9.8601e-05) (hash(x)=23593235)
|
| 149 |
+
141 train 9.620494 (lr=9.9301e-05) (hash(x)=28529813)
|
| 150 |
+
142 train 9.707245 (lr=1.0000e-04) (hash(x)=32074661)
|
| 151 |
+
143 train 9.387294 (lr=1.0070e-04) (hash(x)=28870690)
|
| 152 |
+
144 train 9.445533 (lr=1.0140e-04) (hash(x)=27307705)
|
| 153 |
+
145 train 9.392129 (lr=1.0210e-04) (hash(x)=25044834)
|
| 154 |
+
146 train 9.441619 (lr=1.0280e-04) (hash(x)=23712023)
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147 train 9.634463 (lr=1.0350e-04) (hash(x)=32982615)
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148 train 9.459651 (lr=1.0420e-04) (hash(x)=30113660)
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| 157 |
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149 train 9.218554 (lr=1.0490e-04) (hash(x)=20970960)
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150 val loss 9.2831
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| 159 |
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150 val perplexity 10755.0908
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| 160 |
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150 train 9.249382 (lr=1.0559e-04) (hash(x)=23132684)
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151 train 10.230716 (lr=1.0629e-04) (hash(x)=35279941)
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152 train 9.746226 (lr=1.0699e-04) (hash(x)=31227444)
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153 train 9.202677 (lr=1.0769e-04) (hash(x)=25529472)
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154 train 9.201354 (lr=1.0839e-04) (hash(x)=24350409)
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155 train 9.459618 (lr=1.0909e-04) (hash(x)=26400041)
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156 train 9.159389 (lr=1.0979e-04) (hash(x)=25262621)
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157 train 9.154494 (lr=1.1049e-04) (hash(x)=24656138)
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158 train 9.207989 (lr=1.1119e-04) (hash(x)=26803414)
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159 train 9.144874 (lr=1.1189e-04) (hash(x)=25015923)
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160 train 8.999480 (lr=1.1259e-04) (hash(x)=23581172)
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161 train 9.057517 (lr=1.1329e-04) (hash(x)=22924885)
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162 train 9.004022 (lr=1.1399e-04) (hash(x)=23414296)
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163 train 9.282326 (lr=1.1469e-04) (hash(x)=24853586)
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164 train 9.267085 (lr=1.1538e-04) (hash(x)=25000130)
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165 train 9.086567 (lr=1.1608e-04) (hash(x)=27004780)
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166 train 9.049629 (lr=1.1678e-04) (hash(x)=26148573)
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167 train 8.988647 (lr=1.1748e-04) (hash(x)=26740855)
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168 train 8.706361 (lr=1.1818e-04) (hash(x)=20965419)
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169 train 8.852076 (lr=1.1888e-04) (hash(x)=23950114)
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170 train 8.825558 (lr=1.1958e-04) (hash(x)=24951982)
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171 train 8.930049 (lr=1.2028e-04) (hash(x)=24584116)
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172 train 8.940637 (lr=1.2098e-04) (hash(x)=24378759)
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173 train 8.826471 (lr=1.2168e-04) (hash(x)=25718516)
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174 train 8.893836 (lr=1.2238e-04) (hash(x)=28424396)
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175 train 8.759524 (lr=1.2308e-04) (hash(x)=22262151)
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176 train 8.896358 (lr=1.2378e-04) (hash(x)=26438412)
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177 train 8.743075 (lr=1.2448e-04) (hash(x)=23025303)
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178 train 8.666364 (lr=1.2517e-04) (hash(x)=24190770)
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179 train 8.775293 (lr=1.2587e-04) (hash(x)=26627860)
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180 train 8.733484 (lr=1.2657e-04) (hash(x)=23663439)
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181 train 8.531133 (lr=1.2727e-04) (hash(x)=23700532)
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182 train 8.602875 (lr=1.2797e-04) (hash(x)=23075676)
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183 train 8.675462 (lr=1.2867e-04) (hash(x)=26621834)
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184 train 8.671355 (lr=1.2937e-04) (hash(x)=29426269)
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185 train 8.554217 (lr=1.3007e-04) (hash(x)=21821465)
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186 train 8.611747 (lr=1.3077e-04) (hash(x)=26506130)
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187 train 8.801375 (lr=1.3147e-04) (hash(x)=26930630)
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188 train 8.557786 (lr=1.3217e-04) (hash(x)=22993793)
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189 train 8.517845 (lr=1.3287e-04) (hash(x)=19557946)
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190 train 8.674314 (lr=1.3357e-04) (hash(x)=23572891)
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191 train 8.456822 (lr=1.3427e-04) (hash(x)=23234741)
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192 train 8.532045 (lr=1.3497e-04) (hash(x)=25547951)
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193 train 8.523528 (lr=1.3566e-04) (hash(x)=26713563)
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194 train 8.547825 (lr=1.3636e-04) (hash(x)=25913622)
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195 train 8.718466 (lr=1.3706e-04) (hash(x)=28102443)
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196 train 8.544539 (lr=1.3776e-04) (hash(x)=23093351)
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197 train 8.994954 (lr=1.3846e-04) (hash(x)=31689122)
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198 train 8.894501 (lr=1.3916e-04) (hash(x)=32252517)
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199 train 8.532555 (lr=1.3986e-04) (hash(x)=25470563)
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200 val loss 8.4982
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| 211 |
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200 val perplexity 4905.9277
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| 212 |
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200 train 8.594085 (lr=1.4056e-04) (hash(x)=25597614)
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201 train 8.577597 (lr=1.4126e-04) (hash(x)=23757479)
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202 train 8.417030 (lr=1.4196e-04) (hash(x)=25140048)
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203 train 8.572240 (lr=1.4266e-04) (hash(x)=28282861)
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204 train 8.393707 (lr=1.4336e-04) (hash(x)=24754885)
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205 train 8.576873 (lr=1.4406e-04) (hash(x)=26731964)
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206 train 8.632682 (lr=1.4476e-04) (hash(x)=26660561)
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207 train 8.349551 (lr=1.4545e-04) (hash(x)=21799102)
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208 train 8.440106 (lr=1.4615e-04) (hash(x)=27025986)
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209 train 8.296119 (lr=1.4685e-04) (hash(x)=24672077)
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210 train 8.384494 (lr=1.4755e-04) (hash(x)=25322984)
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211 train 8.283589 (lr=1.4825e-04) (hash(x)=23471769)
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212 train 8.067083 (lr=1.4895e-04) (hash(x)=20766491)
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213 train 8.592277 (lr=1.4965e-04) (hash(x)=24058931)
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214 train 8.250019 (lr=1.5035e-04) (hash(x)=23872843)
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215 train 8.301787 (lr=1.5105e-04) (hash(x)=23275479)
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216 train 8.403808 (lr=1.5175e-04) (hash(x)=24914695)
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217 train 8.284886 (lr=1.5245e-04) (hash(x)=24364396)
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218 train 8.372843 (lr=1.5315e-04) (hash(x)=27986474)
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219 train 8.379944 (lr=1.5385e-04) (hash(x)=24473581)
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220 train 8.317241 (lr=1.5455e-04) (hash(x)=22974689)
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221 train 8.359950 (lr=1.5524e-04) (hash(x)=23774644)
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222 train 8.364591 (lr=1.5594e-04) (hash(x)=23245327)
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223 train 8.176744 (lr=1.5664e-04) (hash(x)=22091862)
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224 train 8.160067 (lr=1.5734e-04) (hash(x)=24362839)
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225 train 8.184381 (lr=1.5804e-04) (hash(x)=25482303)
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226 train 8.345274 (lr=1.5874e-04) (hash(x)=24911853)
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227 train 8.325546 (lr=1.5944e-04) (hash(x)=26018202)
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228 train 8.174924 (lr=1.6014e-04) (hash(x)=26124495)
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229 train 8.189546 (lr=1.6084e-04) (hash(x)=24560096)
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230 train 8.209442 (lr=1.6154e-04) (hash(x)=24695331)
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231 train 8.084067 (lr=1.6224e-04) (hash(x)=17430373)
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232 train 8.051170 (lr=1.6294e-04) (hash(x)=21813345)
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233 train 7.691124 (lr=1.6364e-04) (hash(x)=20098681)
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234 train 7.938356 (lr=1.6434e-04) (hash(x)=25095928)
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235 train 8.023400 (lr=1.6503e-04) (hash(x)=24078083)
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236 train 8.066783 (lr=1.6573e-04) (hash(x)=22901505)
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237 train 8.134725 (lr=1.6643e-04) (hash(x)=26595592)
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238 train 8.109261 (lr=1.6713e-04) (hash(x)=27663196)
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239 train 7.915150 (lr=1.6783e-04) (hash(x)=22954861)
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240 train 8.242521 (lr=1.6853e-04) (hash(x)=30159234)
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241 train 8.166611 (lr=1.6923e-04) (hash(x)=29294271)
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242 train 8.153853 (lr=1.6993e-04) (hash(x)=23728322)
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243 train 8.178614 (lr=1.7063e-04) (hash(x)=28695016)
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244 train 8.282378 (lr=1.7133e-04) (hash(x)=26702728)
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245 train 8.075462 (lr=1.7203e-04) (hash(x)=27100115)
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246 train 8.030471 (lr=1.7273e-04) (hash(x)=25082752)
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247 train 8.320981 (lr=1.7343e-04) (hash(x)=26671799)
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248 train 8.036476 (lr=1.7413e-04) (hash(x)=23718946)
|
| 261 |
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249 train 8.222040 (lr=1.7483e-04) (hash(x)=28137394)
|
| 262 |
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250 val loss 7.9936
|
| 263 |
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250 val perplexity 2961.9292
|
| 264 |
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250 train 8.233218 (lr=1.7552e-04) (hash(x)=23893495)
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| 265 |
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251 train 8.047023 (lr=1.7622e-04) (hash(x)=23166092)
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| 266 |
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252 train 7.957166 (lr=1.7692e-04) (hash(x)=25907665)
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| 267 |
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253 train 7.925347 (lr=1.7762e-04) (hash(x)=25885986)
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| 268 |
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254 train 7.991336 (lr=1.7832e-04) (hash(x)=25262712)
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| 269 |
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255 train 7.930650 (lr=1.7902e-04) (hash(x)=26924723)
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| 270 |
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256 train 8.111571 (lr=1.7972e-04) (hash(x)=28744736)
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| 271 |
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257 train 7.894122 (lr=1.8042e-04) (hash(x)=26140590)
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258 train 8.074984 (lr=1.8112e-04) (hash(x)=25780449)
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259 train 7.919110 (lr=1.8182e-04) (hash(x)=25138659)
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260 train 8.184468 (lr=1.8252e-04) (hash(x)=27244046)
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261 train 8.055023 (lr=1.8322e-04) (hash(x)=27224685)
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262 train 8.264785 (lr=1.8392e-04) (hash(x)=28274477)
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263 train 7.820229 (lr=1.8462e-04) (hash(x)=23557495)
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| 278 |
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264 train 7.952621 (lr=1.8531e-04) (hash(x)=24680596)
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265 train 7.948886 (lr=1.8601e-04) (hash(x)=23928957)
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266 train 7.861025 (lr=1.8671e-04) (hash(x)=23761390)
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267 train 7.810233 (lr=1.8741e-04) (hash(x)=25288123)
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268 train 8.035193 (lr=1.8811e-04) (hash(x)=28705502)
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269 train 7.663564 (lr=1.8881e-04) (hash(x)=23246294)
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270 train 7.761146 (lr=1.8951e-04) (hash(x)=28639079)
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271 train 7.669071 (lr=1.9021e-04) (hash(x)=27804380)
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272 train 7.872932 (lr=1.9091e-04) (hash(x)=24172235)
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273 train 7.944713 (lr=1.9161e-04) (hash(x)=23089140)
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274 train 8.133986 (lr=1.9231e-04) (hash(x)=27163701)
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275 train 8.229663 (lr=1.9301e-04) (hash(x)=26993263)
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276 train 7.914978 (lr=1.9371e-04) (hash(x)=28224233)
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277 train 8.244328 (lr=1.9441e-04) (hash(x)=27397203)
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278 train 8.158372 (lr=1.9510e-04) (hash(x)=27923882)
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279 train 7.958852 (lr=1.9580e-04) (hash(x)=26654908)
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280 train 7.944772 (lr=1.9650e-04) (hash(x)=24213147)
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281 train 7.671964 (lr=1.9720e-04) (hash(x)=21965022)
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282 train 7.833171 (lr=1.9790e-04) (hash(x)=25465685)
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283 train 8.019527 (lr=1.9860e-04) (hash(x)=27347722)
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284 train 8.030728 (lr=1.9930e-04) (hash(x)=26732050)
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285 train 8.184006 (lr=2.0000e-04) (hash(x)=28314127)
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286 train 7.727821 (lr=2.0000e-04) (hash(x)=21471186)
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287 train 7.696778 (lr=2.0000e-04) (hash(x)=23627518)
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288 train 7.679504 (lr=2.0000e-04) (hash(x)=20870353)
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289 train 7.751715 (lr=1.9999e-04) (hash(x)=25024764)
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290 train 7.557401 (lr=1.9999e-04) (hash(x)=20683822)
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291 train 7.894186 (lr=1.9998e-04) (hash(x)=21768671)
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292 train 7.888232 (lr=1.9997e-04) (hash(x)=25557309)
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293 train 8.037185 (lr=1.9996e-04) (hash(x)=25076667)
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294 train 7.683108 (lr=1.9994e-04) (hash(x)=23765822)
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295 train 7.669858 (lr=1.9993e-04) (hash(x)=21889990)
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296 train 7.860289 (lr=1.9991e-04) (hash(x)=26339893)
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297 train 7.556648 (lr=1.9989e-04) (hash(x)=20932794)
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298 train 7.691652 (lr=1.9987e-04) (hash(x)=21750070)
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| 313 |
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299 train 7.852615 (lr=1.9985e-04) (hash(x)=23665838)
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| 314 |
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300 val loss 7.8118
|
| 315 |
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300 val perplexity 2469.5681
|
| 316 |
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300 train 8.620625 (lr=1.9983e-04) (hash(x)=32888061)
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301 train 8.423040 (lr=1.9980e-04) (hash(x)=30223582)
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302 train 8.100951 (lr=1.9978e-04) (hash(x)=26908418)
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303 train 7.449349 (lr=1.9975e-04) (hash(x)=22528001)
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304 train 8.016787 (lr=1.9972e-04) (hash(x)=27452187)
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305 train 7.833827 (lr=1.9969e-04) (hash(x)=25181641)
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306 train 7.922005 (lr=1.9965e-04) (hash(x)=25546593)
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307 train 7.881425 (lr=1.9962e-04) (hash(x)=22487328)
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308 train 8.024761 (lr=1.9958e-04) (hash(x)=27804274)
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309 train 8.094653 (lr=1.9954e-04) (hash(x)=26544630)
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310 train 8.191751 (lr=1.9950e-04) (hash(x)=27738934)
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311 train 7.999748 (lr=1.9946e-04) (hash(x)=29248942)
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312 train 7.764293 (lr=1.9941e-04) (hash(x)=25103452)
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313 train 7.983594 (lr=1.9937e-04) (hash(x)=25052066)
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314 train 7.826106 (lr=1.9932e-04) (hash(x)=24481302)
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315 train 7.768442 (lr=1.9927e-04) (hash(x)=23543273)
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316 train 7.775046 (lr=1.9922e-04) (hash(x)=25608244)
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317 train 7.955246 (lr=1.9916e-04) (hash(x)=27451288)
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318 train 7.612047 (lr=1.9911e-04) (hash(x)=22806491)
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319 train 7.791568 (lr=1.9905e-04) (hash(x)=25533417)
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320 train 7.821728 (lr=1.9899e-04) (hash(x)=24557997)
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321 train 7.874645 (lr=1.9893e-04) (hash(x)=24432899)
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322 train 8.093554 (lr=1.9887e-04) (hash(x)=27583287)
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323 train 7.999551 (lr=1.9881e-04) (hash(x)=25552036)
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324 train 7.720852 (lr=1.9874e-04) (hash(x)=24201868)
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325 train 8.055707 (lr=1.9868e-04) (hash(x)=28149782)
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326 train 7.802312 (lr=1.9861e-04) (hash(x)=25529698)
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327 train 7.456099 (lr=1.9854e-04) (hash(x)=20612533)
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328 train 7.512290 (lr=1.9847e-04) (hash(x)=20699000)
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329 train 7.458238 (lr=1.9839e-04) (hash(x)=19774173)
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330 train 7.510390 (lr=1.9832e-04) (hash(x)=21681646)
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331 train 7.373506 (lr=1.9824e-04) (hash(x)=20216795)
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332 train 8.105064 (lr=1.9816e-04) (hash(x)=27697998)
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333 train 7.838728 (lr=1.9808e-04) (hash(x)=25896435)
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334 train 7.706117 (lr=1.9800e-04) (hash(x)=21585310)
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335 train 7.775377 (lr=1.9792e-04) (hash(x)=24677740)
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336 train 7.615940 (lr=1.9783e-04) (hash(x)=22027900)
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337 train 7.630406 (lr=1.9774e-04) (hash(x)=21835643)
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338 train 7.534153 (lr=1.9765e-04) (hash(x)=20558462)
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339 train 7.465154 (lr=1.9756e-04) (hash(x)=16722715)
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340 train 7.607401 (lr=1.9747e-04) (hash(x)=20972655)
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341 train 8.039042 (lr=1.9738e-04) (hash(x)=26303975)
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342 train 7.769916 (lr=1.9728e-04) (hash(x)=22938170)
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343 train 7.819746 (lr=1.9718e-04) (hash(x)=25347203)
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344 train 7.846312 (lr=1.9709e-04) (hash(x)=27398686)
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345 train 7.794079 (lr=1.9698e-04) (hash(x)=25973417)
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| 362 |
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346 train 7.823333 (lr=1.9688e-04) (hash(x)=26918389)
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| 363 |
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347 train 7.784008 (lr=1.9678e-04) (hash(x)=24272489)
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| 364 |
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348 train 7.789529 (lr=1.9667e-04) (hash(x)=25593714)
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| 365 |
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349 train 7.847080 (lr=1.9656e-04) (hash(x)=29260846)
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| 366 |
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350 val loss 7.7775
|
| 367 |
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350 val perplexity 2386.3508
|
| 368 |
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350 train 7.946877 (lr=1.9646e-04) (hash(x)=27951602)
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| 369 |
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351 train 8.021439 (lr=1.9634e-04) (hash(x)=28922363)
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| 370 |
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352 train 7.917610 (lr=1.9623e-04) (hash(x)=27210734)
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353 train 7.971622 (lr=1.9612e-04) (hash(x)=26322572)
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354 train 7.850690 (lr=1.9600e-04) (hash(x)=27084665)
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355 train 7.765667 (lr=1.9588e-04) (hash(x)=25510798)
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356 train 7.863712 (lr=1.9576e-04) (hash(x)=24970921)
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357 train 7.872037 (lr=1.9564e-04) (hash(x)=24138948)
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358 train 7.772050 (lr=1.9552e-04) (hash(x)=24790211)
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359 train 7.843518 (lr=1.9540e-04) (hash(x)=25631397)
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360 train 7.681755 (lr=1.9527e-04) (hash(x)=23226625)
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361 train 7.778989 (lr=1.9514e-04) (hash(x)=24001903)
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362 train 7.773816 (lr=1.9501e-04) (hash(x)=24587948)
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363 train 7.478784 (lr=1.9488e-04) (hash(x)=21333676)
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364 train 7.293770 (lr=1.9475e-04) (hash(x)=23673779)
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| 383 |
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365 train 8.708640 (lr=1.9462e-04) (hash(x)=30770484)
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366 train 7.900467 (lr=1.9448e-04) (hash(x)=26564899)
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367 train 7.907673 (lr=1.9434e-04) (hash(x)=26237983)
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368 train 7.626750 (lr=1.9421e-04) (hash(x)=23764356)
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| 387 |
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369 train 7.950007 (lr=1.9406e-04) (hash(x)=26205744)
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370 train 7.651555 (lr=1.9392e-04) (hash(x)=19208770)
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371 train 7.884854 (lr=1.9378e-04) (hash(x)=25976502)
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372 train 7.704685 (lr=1.9363e-04) (hash(x)=23983933)
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373 train 7.695064 (lr=1.9349e-04) (hash(x)=24080636)
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374 train 7.799112 (lr=1.9334e-04) (hash(x)=24404047)
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375 train 7.761975 (lr=1.9319e-04) (hash(x)=24742645)
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376 train 7.825440 (lr=1.9304e-04) (hash(x)=24159600)
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377 train 8.057252 (lr=1.9288e-04) (hash(x)=28677257)
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378 train 7.841246 (lr=1.9273e-04) (hash(x)=25604111)
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379 train 7.746893 (lr=1.9257e-04) (hash(x)=27086333)
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380 train 7.690507 (lr=1.9241e-04) (hash(x)=25188207)
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381 train 7.916008 (lr=1.9225e-04) (hash(x)=27855233)
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382 train 7.496825 (lr=1.9209e-04) (hash(x)=19470039)
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383 train 7.809551 (lr=1.9193e-04) (hash(x)=26157660)
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384 train 7.729379 (lr=1.9176e-04) (hash(x)=25291570)
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385 train 7.735660 (lr=1.9160e-04) (hash(x)=25046062)
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386 train 7.995230 (lr=1.9143e-04) (hash(x)=27020337)
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387 train 7.599226 (lr=1.9126e-04) (hash(x)=23616370)
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388 train 7.274593 (lr=1.9109e-04) (hash(x)=19113218)
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| 407 |
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389 train 7.639833 (lr=1.9091e-04) (hash(x)=24302232)
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| 408 |
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390 train 7.661734 (lr=1.9074e-04) (hash(x)=22188949)
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| 409 |
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391 train 7.479010 (lr=1.9056e-04) (hash(x)=22582169)
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| 410 |
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392 train 7.662862 (lr=1.9039e-04) (hash(x)=24700570)
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| 411 |
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393 train 7.595780 (lr=1.9021e-04) (hash(x)=22773833)
|
| 412 |
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394 train 7.481508 (lr=1.9003e-04) (hash(x)=21875928)
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| 413 |
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395 train 7.779692 (lr=1.8985e-04) (hash(x)=26233189)
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| 414 |
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396 train 7.636544 (lr=1.8966e-04) (hash(x)=24321467)
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| 415 |
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397 train 7.885419 (lr=1.8948e-04) (hash(x)=26431507)
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| 416 |
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398 train 7.946703 (lr=1.8929e-04) (hash(x)=28690877)
|
| 417 |
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399 train 7.923569 (lr=1.8910e-04) (hash(x)=26431960)
|
| 418 |
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400 val loss 7.7738
|
| 419 |
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400 val perplexity 2377.5042
|
| 420 |
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400 train 7.755708 (lr=1.8891e-04) (hash(x)=24580300)
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| 421 |
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401 train 7.761201 (lr=1.8872e-04) (hash(x)=25112360)
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| 422 |
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402 train 7.828431 (lr=1.8853e-04) (hash(x)=27597243)
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| 423 |
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403 train 8.252640 (lr=1.8834e-04) (hash(x)=30707498)
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| 424 |
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404 train 7.951135 (lr=1.8814e-04) (hash(x)=28485465)
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| 425 |
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405 train 7.593062 (lr=1.8794e-04) (hash(x)=22586447)
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| 426 |
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406 train 7.754116 (lr=1.8774e-04) (hash(x)=23175270)
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| 427 |
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407 train 7.818353 (lr=1.8754e-04) (hash(x)=25716176)
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| 428 |
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408 train 7.893514 (lr=1.8734e-04) (hash(x)=26861373)
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| 429 |
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409 train 7.976079 (lr=1.8714e-04) (hash(x)=25118971)
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| 430 |
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410 train 7.455047 (lr=1.8693e-04) (hash(x)=19829066)
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| 431 |
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411 train 7.637711 (lr=1.8673e-04) (hash(x)=26256420)
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| 432 |
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412 train 7.924240 (lr=1.8652e-04) (hash(x)=27796153)
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| 433 |
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413 train 7.625217 (lr=1.8631e-04) (hash(x)=22633318)
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| 434 |
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414 train 7.661022 (lr=1.8610e-04) (hash(x)=22589383)
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| 435 |
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415 train 8.128585 (lr=1.8589e-04) (hash(x)=28019788)
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| 436 |
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416 train 8.032027 (lr=1.8567e-04) (hash(x)=28970440)
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| 437 |
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417 train 7.696302 (lr=1.8546e-04) (hash(x)=27396089)
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| 438 |
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418 train 7.687305 (lr=1.8524e-04) (hash(x)=21183513)
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| 439 |
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419 train 7.731539 (lr=1.8502e-04) (hash(x)=23510110)
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420 train 7.913129 (lr=1.8480e-04) (hash(x)=28833467)
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| 441 |
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421 train 7.798448 (lr=1.8458e-04) (hash(x)=23646926)
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422 train 7.753499 (lr=1.8436e-04) (hash(x)=24697272)
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423 train 7.531423 (lr=1.8414e-04) (hash(x)=20382963)
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424 train 7.539647 (lr=1.8391e-04) (hash(x)=23467595)
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425 train 7.686554 (lr=1.8369e-04) (hash(x)=24304768)
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| 446 |
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426 train 7.632451 (lr=1.8346e-04) (hash(x)=21392328)
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427 train 7.644069 (lr=1.8323e-04) (hash(x)=25339466)
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| 448 |
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428 train 7.580129 (lr=1.8300e-04) (hash(x)=22092542)
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429 train 7.686469 (lr=1.8276e-04) (hash(x)=22088696)
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430 train 7.602908 (lr=1.8253e-04) (hash(x)=22184471)
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431 train 7.709032 (lr=1.8230e-04) (hash(x)=24489647)
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432 train 7.749334 (lr=1.8206e-04) (hash(x)=26794132)
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433 train 7.506369 (lr=1.8182e-04) (hash(x)=22940357)
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434 train 7.722810 (lr=1.8158e-04) (hash(x)=23719522)
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435 train 7.533243 (lr=1.8134e-04) (hash(x)=22927699)
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| 456 |
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436 train 7.746373 (lr=1.8110e-04) (hash(x)=26068576)
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| 457 |
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437 train 7.900070 (lr=1.8086e-04) (hash(x)=27631132)
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| 458 |
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438 train 7.762776 (lr=1.8061e-04) (hash(x)=26739991)
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| 459 |
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439 train 7.824598 (lr=1.8036e-04) (hash(x)=25128502)
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| 460 |
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440 train 7.854796 (lr=1.8012e-04) (hash(x)=25657260)
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| 461 |
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441 train 7.586406 (lr=1.7987e-04) (hash(x)=23576982)
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| 462 |
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442 train 7.868599 (lr=1.7962e-04) (hash(x)=27117886)
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| 463 |
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443 train 7.771770 (lr=1.7937e-04) (hash(x)=25808969)
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| 464 |
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444 train 7.690547 (lr=1.7911e-04) (hash(x)=24738238)
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| 465 |
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445 train 7.728097 (lr=1.7886e-04) (hash(x)=23429962)
|
| 466 |
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446 train 7.869180 (lr=1.7860e-04) (hash(x)=25075165)
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| 467 |
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447 train 7.714848 (lr=1.7835e-04) (hash(x)=25231390)
|
| 468 |
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448 train 7.497079 (lr=1.7809e-04) (hash(x)=22055054)
|
| 469 |
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449 train 7.723441 (lr=1.7783e-04) (hash(x)=25395441)
|
| 470 |
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450 val loss 7.7149
|
| 471 |
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450 val perplexity 2241.5073
|
| 472 |
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450 train 7.764291 (lr=1.7757e-04) (hash(x)=25863209)
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| 473 |
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451 train 7.420974 (lr=1.7731e-04) (hash(x)=21154388)
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| 474 |
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452 train 7.407745 (lr=1.7704e-04) (hash(x)=21600876)
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| 475 |
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453 train 7.569364 (lr=1.7678e-04) (hash(x)=24278611)
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| 476 |
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454 train 7.437864 (lr=1.7651e-04) (hash(x)=23221720)
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| 477 |
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455 train 7.637383 (lr=1.7624e-04) (hash(x)=22708977)
|
| 478 |
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456 train 8.251624 (lr=1.7597e-04) (hash(x)=23637758)
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| 479 |
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457 train 7.977963 (lr=1.7570e-04) (hash(x)=28228490)
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| 480 |
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458 train 8.015456 (lr=1.7543e-04) (hash(x)=28638071)
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| 481 |
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459 train 7.863803 (lr=1.7516e-04) (hash(x)=27258353)
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| 482 |
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460 train 7.859031 (lr=1.7489e-04) (hash(x)=26604728)
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| 483 |
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461 train 7.735706 (lr=1.7461e-04) (hash(x)=23252199)
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| 484 |
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462 train 7.817516 (lr=1.7434e-04) (hash(x)=26441427)
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| 485 |
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463 train 7.534299 (lr=1.7406e-04) (hash(x)=24364920)
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| 486 |
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464 train 7.670477 (lr=1.7378e-04) (hash(x)=25623792)
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| 487 |
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465 train 7.602322 (lr=1.7350e-04) (hash(x)=23283905)
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| 488 |
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466 train 8.034961 (lr=1.7322e-04) (hash(x)=26025267)
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| 489 |
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467 train 7.797604 (lr=1.7294e-04) (hash(x)=27243972)
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| 490 |
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468 train 8.175448 (lr=1.7265e-04) (hash(x)=30449945)
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| 491 |
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469 train 7.849927 (lr=1.7237e-04) (hash(x)=28113043)
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| 492 |
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470 train 7.676528 (lr=1.7208e-04) (hash(x)=25182521)
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| 493 |
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471 train 7.718434 (lr=1.7179e-04) (hash(x)=24932925)
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| 494 |
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472 train 7.528409 (lr=1.7151e-04) (hash(x)=20353098)
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473 train 7.471998 (lr=1.7122e-04) (hash(x)=19001259)
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474 train 8.024014 (lr=1.7092e-04) (hash(x)=27585685)
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475 train 7.718150 (lr=1.7063e-04) (hash(x)=26371091)
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476 train 7.545109 (lr=1.7034e-04) (hash(x)=24891798)
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| 499 |
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477 train 7.559484 (lr=1.7004e-04) (hash(x)=24258817)
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478 train 7.662754 (lr=1.6975e-04) (hash(x)=24330263)
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479 train 7.749597 (lr=1.6945e-04) (hash(x)=26913684)
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| 502 |
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480 train 7.733013 (lr=1.6915e-04) (hash(x)=26338455)
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481 train 7.995474 (lr=1.6886e-04) (hash(x)=27753043)
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| 504 |
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482 train 7.717316 (lr=1.6856e-04) (hash(x)=26123289)
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483 train 7.810239 (lr=1.6825e-04) (hash(x)=29239611)
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484 train 7.727054 (lr=1.6795e-04) (hash(x)=26553003)
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| 507 |
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485 train 7.675922 (lr=1.6765e-04) (hash(x)=22984557)
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| 508 |
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486 train 7.222454 (lr=1.6734e-04) (hash(x)=16947491)
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| 509 |
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487 train 7.214111 (lr=1.6704e-04) (hash(x)=18017792)
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| 510 |
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488 train 7.369260 (lr=1.6673e-04) (hash(x)=19918608)
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| 511 |
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489 train 7.870216 (lr=1.6642e-04) (hash(x)=23374526)
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| 512 |
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490 train 7.748593 (lr=1.6611e-04) (hash(x)=25009505)
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| 513 |
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491 train 7.685672 (lr=1.6580e-04) (hash(x)=27574089)
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| 514 |
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492 train 7.869650 (lr=1.6549e-04) (hash(x)=24122664)
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| 515 |
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493 train 7.725525 (lr=1.6518e-04) (hash(x)=26154906)
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| 516 |
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494 train 7.663374 (lr=1.6487e-04) (hash(x)=25192767)
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| 517 |
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495 train 7.781842 (lr=1.6455e-04) (hash(x)=28613882)
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| 518 |
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496 train 7.728054 (lr=1.6424e-04) (hash(x)=23547219)
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| 519 |
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497 train 7.709431 (lr=1.6392e-04) (hash(x)=25272182)
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| 520 |
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498 train 7.565484 (lr=1.6360e-04) (hash(x)=24992761)
|
| 521 |
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499 train 7.842152 (lr=1.6328e-04) (hash(x)=26981914)
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| 522 |
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500 val loss 7.6998
|
| 523 |
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500 val perplexity 2207.9097
|
| 524 |
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500 train 7.603104 (lr=1.6296e-04) (hash(x)=22051933)
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| 525 |
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501 train 7.800693 (lr=1.6264e-04) (hash(x)=24232348)
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| 526 |
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502 train 7.760748 (lr=1.6232e-04) (hash(x)=23158331)
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503 train 7.590585 (lr=1.6200e-04) (hash(x)=22652243)
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| 528 |
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504 train 7.629569 (lr=1.6168e-04) (hash(x)=23805602)
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505 train 7.946434 (lr=1.6135e-04) (hash(x)=25411991)
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506 train 7.248652 (lr=1.6103e-04) (hash(x)=18827215)
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| 531 |
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507 train 6.933525 (lr=1.6070e-04) (hash(x)=15446025)
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508 train 7.260715 (lr=1.6037e-04) (hash(x)=20516263)
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| 533 |
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509 train 7.770967 (lr=1.6004e-04) (hash(x)=27846176)
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| 534 |
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510 train 7.473714 (lr=1.5971e-04) (hash(x)=23342449)
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511 train 7.755173 (lr=1.5938e-04) (hash(x)=27194521)
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512 train 7.563705 (lr=1.5905e-04) (hash(x)=23008284)
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513 train 8.053714 (lr=1.5872e-04) (hash(x)=29430001)
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514 train 7.312722 (lr=1.5838e-04) (hash(x)=22579319)
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515 train 7.366152 (lr=1.5805e-04) (hash(x)=25264518)
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516 train 7.724942 (lr=1.5772e-04) (hash(x)=25359075)
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517 train 7.722156 (lr=1.5738e-04) (hash(x)=25568956)
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518 train 8.014643 (lr=1.5704e-04) (hash(x)=32004108)
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519 train 7.655769 (lr=1.5670e-04) (hash(x)=24936836)
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520 train 7.793204 (lr=1.5636e-04) (hash(x)=27263338)
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521 train 7.862413 (lr=1.5602e-04) (hash(x)=27452099)
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523 train 7.932436 (lr=1.5534e-04) (hash(x)=28197282)
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524 train 7.603921 (lr=1.5500e-04) (hash(x)=22466209)
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526 train 7.807931 (lr=1.5431e-04) (hash(x)=26903920)
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527 train 7.693447 (lr=1.5397e-04) (hash(x)=24765578)
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528 train 7.781635 (lr=1.5362e-04) (hash(x)=27811359)
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529 train 7.587069 (lr=1.5327e-04) (hash(x)=25078649)
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530 train 7.768027 (lr=1.5293e-04) (hash(x)=25572416)
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531 train 7.855004 (lr=1.5258e-04) (hash(x)=27448185)
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532 train 7.919146 (lr=1.5223e-04) (hash(x)=25923719)
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533 train 7.678726 (lr=1.5188e-04) (hash(x)=24804856)
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534 train 7.839749 (lr=1.5153e-04) (hash(x)=23207829)
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535 train 7.718102 (lr=1.5118e-04) (hash(x)=23107416)
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536 train 7.571668 (lr=1.5082e-04) (hash(x)=26739531)
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537 train 7.568475 (lr=1.5047e-04) (hash(x)=24960796)
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538 train 7.715461 (lr=1.5012e-04) (hash(x)=24667802)
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539 train 7.815919 (lr=1.4976e-04) (hash(x)=26755138)
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540 train 7.699287 (lr=1.4941e-04) (hash(x)=25537132)
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541 train 7.608414 (lr=1.4905e-04) (hash(x)=24542526)
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542 train 7.406418 (lr=1.4869e-04) (hash(x)=21296355)
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543 train 7.958098 (lr=1.4833e-04) (hash(x)=29314255)
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544 train 7.670983 (lr=1.4798e-04) (hash(x)=26001799)
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545 train 7.722990 (lr=1.4762e-04) (hash(x)=27347755)
|
| 570 |
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546 train 7.729439 (lr=1.4726e-04) (hash(x)=25107798)
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| 571 |
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547 train 7.505542 (lr=1.4690e-04) (hash(x)=22112669)
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| 572 |
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548 train 7.488782 (lr=1.4653e-04) (hash(x)=21897967)
|
| 573 |
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549 train 7.637074 (lr=1.4617e-04) (hash(x)=25161929)
|
| 574 |
+
550 val loss 7.6645
|
| 575 |
+
550 val perplexity 2131.3425
|
| 576 |
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550 train 7.534184 (lr=1.4581e-04) (hash(x)=27465106)
|
| 577 |
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551 train 7.654341 (lr=1.4545e-04) (hash(x)=24013079)
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| 578 |
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552 train 7.591847 (lr=1.4508e-04) (hash(x)=23142015)
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| 579 |
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553 train 7.669997 (lr=1.4472e-04) (hash(x)=26768629)
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| 580 |
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554 train 7.691318 (lr=1.4435e-04) (hash(x)=26393383)
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| 581 |
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555 train 7.553133 (lr=1.4398e-04) (hash(x)=22537194)
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| 582 |
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556 train 7.810132 (lr=1.4362e-04) (hash(x)=24046036)
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| 583 |
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557 train 7.734828 (lr=1.4325e-04) (hash(x)=24974360)
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| 584 |
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558 train 7.948419 (lr=1.4288e-04) (hash(x)=28379928)
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| 585 |
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559 train 7.690988 (lr=1.4251e-04) (hash(x)=25322001)
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| 586 |
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560 train 7.782243 (lr=1.4214e-04) (hash(x)=26622031)
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561 train 7.432893 (lr=1.4177e-04) (hash(x)=20562247)
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562 train 7.800185 (lr=1.4140e-04) (hash(x)=27381885)
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| 589 |
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563 train 7.957479 (lr=1.4103e-04) (hash(x)=27028126)
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| 590 |
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564 train 7.764669 (lr=1.4066e-04) (hash(x)=28882928)
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| 591 |
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565 train 7.673637 (lr=1.4029e-04) (hash(x)=25666355)
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566 train 7.820342 (lr=1.3991e-04) (hash(x)=24330810)
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567 train 7.717567 (lr=1.3954e-04) (hash(x)=26690440)
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568 train 7.563193 (lr=1.3916e-04) (hash(x)=22923592)
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569 train 7.704013 (lr=1.3879e-04) (hash(x)=27348418)
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570 train 7.774705 (lr=1.3841e-04) (hash(x)=28849848)
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571 train 7.816841 (lr=1.3804e-04) (hash(x)=26967331)
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572 train 7.519025 (lr=1.3766e-04) (hash(x)=22831467)
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573 train 7.638724 (lr=1.3728e-04) (hash(x)=24765121)
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574 train 7.595777 (lr=1.3691e-04) (hash(x)=24331857)
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575 train 7.420772 (lr=1.3653e-04) (hash(x)=22598512)
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576 train 7.650543 (lr=1.3615e-04) (hash(x)=25149353)
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577 train 7.456262 (lr=1.3577e-04) (hash(x)=23725598)
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578 train 7.741199 (lr=1.3539e-04) (hash(x)=26449557)
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579 train 7.755365 (lr=1.3501e-04) (hash(x)=24697985)
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580 train 7.727361 (lr=1.3463e-04) (hash(x)=26923059)
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581 train 7.562045 (lr=1.3425e-04) (hash(x)=25201962)
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582 train 7.226964 (lr=1.3387e-04) (hash(x)=20931520)
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583 train 7.349971 (lr=1.3348e-04) (hash(x)=18473911)
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584 train 7.481683 (lr=1.3310e-04) (hash(x)=21306267)
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585 train 7.712385 (lr=1.3272e-04) (hash(x)=25982840)
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586 train 7.614620 (lr=1.3234e-04) (hash(x)=25364874)
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587 train 7.458683 (lr=1.3195e-04) (hash(x)=23172124)
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| 614 |
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588 train 7.795200 (lr=1.3157e-04) (hash(x)=27876897)
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| 615 |
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589 train 8.450606 (lr=1.3118e-04) (hash(x)=34646114)
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| 616 |
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590 train 8.848363 (lr=1.3080e-04) (hash(x)=35153576)
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| 617 |
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591 train 7.561924 (lr=1.3041e-04) (hash(x)=22322442)
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| 618 |
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592 train 7.796544 (lr=1.3003e-04) (hash(x)=27907331)
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| 619 |
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593 train 7.689842 (lr=1.2964e-04) (hash(x)=26211794)
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| 620 |
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594 train 7.907566 (lr=1.2925e-04) (hash(x)=29291512)
|
| 621 |
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595 train 8.201463 (lr=1.2887e-04) (hash(x)=29659121)
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| 622 |
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596 train 8.018188 (lr=1.2848e-04) (hash(x)=29674399)
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| 623 |
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597 train 7.690909 (lr=1.2809e-04) (hash(x)=23538306)
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| 624 |
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598 train 7.810375 (lr=1.2770e-04) (hash(x)=21991524)
|
| 625 |
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599 train 7.703667 (lr=1.2732e-04) (hash(x)=26324153)
|
| 626 |
+
600 val loss 7.6676
|
| 627 |
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600 val perplexity 2137.8884
|
| 628 |
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600 train 7.627975 (lr=1.2693e-04) (hash(x)=23712082)
|
| 629 |
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601 train 7.707057 (lr=1.2654e-04) (hash(x)=24910403)
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| 630 |
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602 train 7.617029 (lr=1.2615e-04) (hash(x)=26737205)
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| 631 |
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603 train 7.780415 (lr=1.2576e-04) (hash(x)=26939970)
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| 632 |
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604 train 7.642729 (lr=1.2537e-04) (hash(x)=27651943)
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| 633 |
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605 train 7.987737 (lr=1.2498e-04) (hash(x)=27515446)
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| 634 |
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606 train 7.823711 (lr=1.2459e-04) (hash(x)=26753129)
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| 635 |
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607 train 7.503444 (lr=1.2420e-04) (hash(x)=23446058)
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| 636 |
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608 train 7.855058 (lr=1.2381e-04) (hash(x)=27587849)
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| 637 |
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609 train 7.740616 (lr=1.2341e-04) (hash(x)=25308253)
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| 638 |
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610 train 7.729346 (lr=1.2302e-04) (hash(x)=26615098)
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| 639 |
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611 train 7.758736 (lr=1.2263e-04) (hash(x)=29981801)
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| 640 |
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612 train 7.842911 (lr=1.2224e-04) (hash(x)=29592345)
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613 train 7.857415 (lr=1.2185e-04) (hash(x)=23470413)
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614 train 7.782956 (lr=1.2145e-04) (hash(x)=24742370)
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| 643 |
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615 train 7.774812 (lr=1.2106e-04) (hash(x)=24843741)
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| 644 |
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616 train 7.642323 (lr=1.2067e-04) (hash(x)=25192548)
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| 645 |
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617 train 7.747602 (lr=1.2027e-04) (hash(x)=27176996)
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| 646 |
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618 train 7.600376 (lr=1.1988e-04) (hash(x)=23964552)
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| 647 |
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619 train 7.589353 (lr=1.1949e-04) (hash(x)=22855363)
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| 648 |
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620 train 7.566194 (lr=1.1909e-04) (hash(x)=26332996)
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| 649 |
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621 train 7.380164 (lr=1.1870e-04) (hash(x)=22960957)
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622 train 7.706482 (lr=1.1830e-04) (hash(x)=22752597)
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623 train 7.596294 (lr=1.1791e-04) (hash(x)=23197102)
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624 train 8.053697 (lr=1.1752e-04) (hash(x)=27383319)
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625 train 7.634480 (lr=1.1712e-04) (hash(x)=26132276)
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626 train 7.521698 (lr=1.1673e-04) (hash(x)=19810497)
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627 train 7.591949 (lr=1.1633e-04) (hash(x)=25704919)
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| 656 |
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628 train 7.773521 (lr=1.1594e-04) (hash(x)=27174264)
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629 train 7.916601 (lr=1.1554e-04) (hash(x)=22280814)
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| 658 |
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630 train 8.690178 (lr=1.1515e-04) (hash(x)=24279448)
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| 659 |
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631 train 8.101439 (lr=1.1475e-04) (hash(x)=23054940)
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632 train 8.237493 (lr=1.1435e-04) (hash(x)=23942400)
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| 661 |
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633 train 8.484448 (lr=1.1396e-04) (hash(x)=24712416)
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634 train 8.019852 (lr=1.1356e-04) (hash(x)=24564658)
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635 train 7.741986 (lr=1.1317e-04) (hash(x)=24909904)
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636 train 7.757636 (lr=1.1277e-04) (hash(x)=23049534)
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637 train 7.830408 (lr=1.1238e-04) (hash(x)=24321591)
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638 train 7.587223 (lr=1.1198e-04) (hash(x)=26153298)
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| 667 |
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639 train 7.616875 (lr=1.1158e-04) (hash(x)=27140757)
|
| 668 |
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640 train 7.367975 (lr=1.1119e-04) (hash(x)=25115907)
|
| 669 |
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641 train 7.412740 (lr=1.1079e-04) (hash(x)=26563770)
|
| 670 |
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642 train 7.637044 (lr=1.1040e-04) (hash(x)=28089252)
|
| 671 |
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643 train 7.539066 (lr=1.1000e-04) (hash(x)=25993110)
|
| 672 |
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644 train 7.511646 (lr=1.0960e-04) (hash(x)=25150008)
|
| 673 |
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645 train 7.775749 (lr=1.0921e-04) (hash(x)=28520222)
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| 674 |
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646 train 7.439560 (lr=1.0881e-04) (hash(x)=21349943)
|
| 675 |
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647 train 7.511539 (lr=1.0842e-04) (hash(x)=25149419)
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| 676 |
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648 train 7.702456 (lr=1.0802e-04) (hash(x)=25730641)
|
| 677 |
+
649 train 7.842803 (lr=1.0762e-04) (hash(x)=26112813)
|
| 678 |
+
650 val loss 7.6128
|
| 679 |
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650 val perplexity 2023.8439
|
| 680 |
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650 train 7.652194 (lr=1.0723e-04) (hash(x)=25907805)
|
| 681 |
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651 train 7.652926 (lr=1.0683e-04) (hash(x)=27623643)
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| 682 |
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652 train 7.628788 (lr=1.0644e-04) (hash(x)=26484959)
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| 683 |
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653 train 7.693550 (lr=1.0604e-04) (hash(x)=29199854)
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| 684 |
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654 train 7.670650 (lr=1.0565e-04) (hash(x)=28369628)
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| 685 |
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655 train 7.550072 (lr=1.0525e-04) (hash(x)=24727764)
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| 686 |
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656 train 7.273953 (lr=1.0485e-04) (hash(x)=22610673)
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| 687 |
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657 train 7.217771 (lr=1.0446e-04) (hash(x)=22667179)
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| 688 |
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658 train 7.008431 (lr=1.0406e-04) (hash(x)=18477300)
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| 689 |
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659 train 7.422233 (lr=1.0367e-04) (hash(x)=23155773)
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| 690 |
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660 train 7.202079 (lr=1.0327e-04) (hash(x)=19461032)
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661 train 7.495474 (lr=1.0288e-04) (hash(x)=23453788)
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| 692 |
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662 train 7.628123 (lr=1.0248e-04) (hash(x)=24543466)
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| 693 |
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663 train 7.415193 (lr=1.0209e-04) (hash(x)=21935931)
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| 694 |
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664 train 7.236494 (lr=1.0170e-04) (hash(x)=19910292)
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| 695 |
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665 train 7.537254 (lr=1.0130e-04) (hash(x)=24481079)
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| 696 |
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666 train 7.204022 (lr=1.0091e-04) (hash(x)=18922411)
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| 697 |
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667 train 7.254138 (lr=1.0051e-04) (hash(x)=20054917)
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| 698 |
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668 train 7.488539 (lr=1.0012e-04) (hash(x)=24850470)
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| 699 |
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669 train 7.497656 (lr=9.9726e-05) (hash(x)=25907741)
|
| 700 |
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670 train 7.697685 (lr=9.9333e-05) (hash(x)=26873522)
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| 701 |
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671 train 7.721660 (lr=9.8940e-05) (hash(x)=27606073)
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| 702 |
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672 train 7.817198 (lr=9.8547e-05) (hash(x)=26209645)
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| 703 |
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673 train 7.663980 (lr=9.8154e-05) (hash(x)=25202001)
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| 704 |
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674 train 7.729453 (lr=9.7762e-05) (hash(x)=25569462)
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675 train 7.691226 (lr=9.7370e-05) (hash(x)=26534487)
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676 train 7.671887 (lr=9.6978e-05) (hash(x)=26455057)
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| 707 |
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677 train 7.534261 (lr=9.6586e-05) (hash(x)=24095850)
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| 708 |
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678 train 7.748569 (lr=9.6195e-05) (hash(x)=25287752)
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| 709 |
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679 train 7.233978 (lr=9.5804e-05) (hash(x)=22450341)
|
| 710 |
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680 train 7.966220 (lr=9.5413e-05) (hash(x)=29004853)
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| 711 |
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681 train 7.635642 (lr=9.5022e-05) (hash(x)=27993763)
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| 712 |
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682 train 7.486473 (lr=9.4632e-05) (hash(x)=26382658)
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| 713 |
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683 train 7.664583 (lr=9.4242e-05) (hash(x)=25013073)
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| 714 |
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684 train 7.692557 (lr=9.3852e-05) (hash(x)=30595809)
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| 715 |
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685 train 7.776471 (lr=9.3463e-05) (hash(x)=30934371)
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| 716 |
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686 train 8.409088 (lr=9.3073e-05) (hash(x)=33060834)
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687 train 7.632722 (lr=9.2685e-05) (hash(x)=25945859)
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| 718 |
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688 train 7.482469 (lr=9.2296e-05) (hash(x)=23375678)
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| 719 |
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689 train 7.517372 (lr=9.1908e-05) (hash(x)=25218689)
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| 720 |
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690 train 7.629486 (lr=9.1520e-05) (hash(x)=28127397)
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| 721 |
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691 train 7.552429 (lr=9.1133e-05) (hash(x)=24418091)
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| 722 |
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692 train 7.457856 (lr=9.0746e-05) (hash(x)=22761099)
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| 723 |
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693 train 7.438896 (lr=9.0359e-05) (hash(x)=24615466)
|
| 724 |
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694 train 7.600534 (lr=8.9973e-05) (hash(x)=24699240)
|
| 725 |
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695 train 7.546469 (lr=8.9587e-05) (hash(x)=21613707)
|
| 726 |
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696 train 7.605920 (lr=8.9202e-05) (hash(x)=24977554)
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| 727 |
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697 train 7.530506 (lr=8.8817e-05) (hash(x)=24348175)
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| 728 |
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698 train 7.679914 (lr=8.8432e-05) (hash(x)=25102767)
|
| 729 |
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699 train 7.651213 (lr=8.8048e-05) (hash(x)=26386157)
|
| 730 |
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700 val loss 7.5696
|
| 731 |
+
700 val perplexity 1938.4214
|
| 732 |
+
700 train 7.610486 (lr=8.7664e-05) (hash(x)=26423460)
|
| 733 |
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701 train 7.517082 (lr=8.7281e-05) (hash(x)=25771047)
|
| 734 |
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702 train 7.574867 (lr=8.6898e-05) (hash(x)=26999875)
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| 735 |
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703 train 7.533044 (lr=8.6515e-05) (hash(x)=24396519)
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| 736 |
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704 train 7.533234 (lr=8.6133e-05) (hash(x)=22588122)
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| 737 |
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705 train 7.840021 (lr=8.5751e-05) (hash(x)=25142399)
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| 738 |
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706 train 7.569984 (lr=8.5370e-05) (hash(x)=20440214)
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| 739 |
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707 train 7.421633 (lr=8.4990e-05) (hash(x)=23265507)
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| 740 |
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708 train 7.549704 (lr=8.4610e-05) (hash(x)=24563470)
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| 741 |
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709 train 7.472009 (lr=8.4230e-05) (hash(x)=22514858)
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710 train 7.803635 (lr=8.3851e-05) (hash(x)=26691212)
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| 743 |
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711 train 7.842292 (lr=8.3472e-05) (hash(x)=29138828)
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712 train 7.814781 (lr=8.3094e-05) (hash(x)=28028528)
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| 745 |
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713 train 7.681085 (lr=8.2716e-05) (hash(x)=20531210)
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714 train 7.528381 (lr=8.2339e-05) (hash(x)=25075352)
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| 747 |
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715 train 7.586564 (lr=8.1963e-05) (hash(x)=24265353)
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716 train 7.698923 (lr=8.1587e-05) (hash(x)=24635726)
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717 train 7.521175 (lr=8.1211e-05) (hash(x)=24999726)
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718 train 7.727352 (lr=8.0836e-05) (hash(x)=27412910)
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719 train 7.521915 (lr=8.0462e-05) (hash(x)=24685515)
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720 train 7.588367 (lr=8.0088e-05) (hash(x)=23780329)
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721 train 7.373122 (lr=7.9715e-05) (hash(x)=25071701)
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722 train 7.549147 (lr=7.9342e-05) (hash(x)=23767130)
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723 train 7.501265 (lr=7.8970e-05) (hash(x)=24876269)
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724 train 7.627699 (lr=7.8599e-05) (hash(x)=26405773)
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725 train 8.042769 (lr=7.8228e-05) (hash(x)=31733180)
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726 train 7.224096 (lr=7.7858e-05) (hash(x)=21337509)
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727 train 7.347805 (lr=7.7488e-05) (hash(x)=22825749)
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728 train 7.724216 (lr=7.7119e-05) (hash(x)=28638695)
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| 761 |
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729 train 7.614185 (lr=7.6751e-05) (hash(x)=26393943)
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730 train 7.756969 (lr=7.6383e-05) (hash(x)=27563583)
|
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731 train 7.262392 (lr=7.6016e-05) (hash(x)=21239652)
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| 764 |
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732 train 7.424767 (lr=7.5650e-05) (hash(x)=23986428)
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| 765 |
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733 train 7.345778 (lr=7.5284e-05) (hash(x)=24943881)
|
| 766 |
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734 train 7.873682 (lr=7.4919e-05) (hash(x)=29691448)
|
| 767 |
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735 train 7.809682 (lr=7.4555e-05) (hash(x)=28767869)
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736 train 7.544102 (lr=7.4191e-05) (hash(x)=23628188)
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737 train 7.839100 (lr=7.3828e-05) (hash(x)=29341482)
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738 train 7.663057 (lr=7.3466e-05) (hash(x)=30336570)
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739 train 7.591226 (lr=7.3105e-05) (hash(x)=25614301)
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740 train 7.460135 (lr=7.2744e-05) (hash(x)=24160500)
|
| 773 |
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741 train 7.652695 (lr=7.2384e-05) (hash(x)=26030058)
|
| 774 |
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742 train 8.018718 (lr=7.2024e-05) (hash(x)=29243936)
|
| 775 |
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743 train 7.349188 (lr=7.1666e-05) (hash(x)=21159060)
|
| 776 |
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744 train 7.456842 (lr=7.1308e-05) (hash(x)=23701853)
|
| 777 |
+
745 train 7.622776 (lr=7.0950e-05) (hash(x)=24629937)
|
| 778 |
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746 train 7.538063 (lr=7.0594e-05) (hash(x)=25110108)
|
| 779 |
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747 train 7.606596 (lr=7.0238e-05) (hash(x)=26751788)
|
| 780 |
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748 train 7.646847 (lr=6.9884e-05) (hash(x)=26430427)
|
| 781 |
+
749 train 7.491092 (lr=6.9529e-05) (hash(x)=26012353)
|
| 782 |
+
750 val loss 7.5419
|
| 783 |
+
750 val perplexity 1885.3894
|
| 784 |
+
750 train 7.619861 (lr=6.9176e-05) (hash(x)=22735910)
|
| 785 |
+
751 train 7.415953 (lr=6.8824e-05) (hash(x)=25045397)
|
| 786 |
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752 train 7.135645 (lr=6.8472e-05) (hash(x)=21554427)
|
| 787 |
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753 train 7.254901 (lr=6.8121e-05) (hash(x)=23751143)
|
| 788 |
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754 train 7.976012 (lr=6.7771e-05) (hash(x)=28602273)
|
| 789 |
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755 train 8.037753 (lr=6.7422e-05) (hash(x)=29989709)
|
| 790 |
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756 train 7.468126 (lr=6.7073e-05) (hash(x)=22331648)
|
| 791 |
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757 train 7.841812 (lr=6.6725e-05) (hash(x)=31017246)
|
| 792 |
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758 train 7.809131 (lr=6.6379e-05) (hash(x)=29709045)
|
| 793 |
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759 train 7.883296 (lr=6.6033e-05) (hash(x)=25560928)
|
| 794 |
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760 train 7.586539 (lr=6.5688e-05) (hash(x)=25075464)
|
| 795 |
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761 train 7.643425 (lr=6.5343e-05) (hash(x)=27352253)
|
| 796 |
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762 train 7.839050 (lr=6.5000e-05) (hash(x)=28187891)
|
| 797 |
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763 train 7.696804 (lr=6.4657e-05) (hash(x)=26062687)
|
| 798 |
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764 train 7.673834 (lr=6.4316e-05) (hash(x)=27427811)
|
| 799 |
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765 train 7.778177 (lr=6.3975e-05) (hash(x)=27614522)
|
| 800 |
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766 train 7.525851 (lr=6.3635e-05) (hash(x)=26129544)
|
| 801 |
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767 train 8.084749 (lr=6.3296e-05) (hash(x)=28959222)
|
| 802 |
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768 train 7.677368 (lr=6.2958e-05) (hash(x)=26860067)
|
| 803 |
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769 train 7.391256 (lr=6.2621e-05) (hash(x)=25122598)
|
| 804 |
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770 train 7.487373 (lr=6.2285e-05) (hash(x)=25245030)
|
| 805 |
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771 train 7.496639 (lr=6.1950e-05) (hash(x)=25434884)
|
| 806 |
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772 train 7.593259 (lr=6.1615e-05) (hash(x)=27732790)
|
| 807 |
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773 train 7.630791 (lr=6.1282e-05) (hash(x)=27824438)
|
| 808 |
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774 train 7.746143 (lr=6.0949e-05) (hash(x)=27201953)
|
| 809 |
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775 train 7.446448 (lr=6.0618e-05) (hash(x)=21248405)
|
| 810 |
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776 train 7.260738 (lr=6.0287e-05) (hash(x)=22805934)
|
| 811 |
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777 train 7.550602 (lr=5.9958e-05) (hash(x)=26482588)
|
| 812 |
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778 train 7.611481 (lr=5.9629e-05) (hash(x)=24153691)
|
| 813 |
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779 train 7.687893 (lr=5.9301e-05) (hash(x)=25044192)
|
| 814 |
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780 train 7.638855 (lr=5.8974e-05) (hash(x)=25910078)
|
| 815 |
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781 train 7.632890 (lr=5.8649e-05) (hash(x)=28645524)
|
| 816 |
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782 train 7.485985 (lr=5.8324e-05) (hash(x)=24368498)
|
| 817 |
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783 train 7.552732 (lr=5.8000e-05) (hash(x)=25830182)
|
| 818 |
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784 train 7.639267 (lr=5.7678e-05) (hash(x)=29181807)
|
| 819 |
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785 train 7.575421 (lr=5.7356e-05) (hash(x)=25585137)
|
| 820 |
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786 train 7.496849 (lr=5.7035e-05) (hash(x)=24798246)
|
| 821 |
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787 train 7.598012 (lr=5.6716e-05) (hash(x)=26621419)
|
| 822 |
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788 train 7.163819 (lr=5.6397e-05) (hash(x)=21446891)
|
| 823 |
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789 train 7.111635 (lr=5.6079e-05) (hash(x)=22165286)
|
| 824 |
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790 train 7.345735 (lr=5.5763e-05) (hash(x)=23477219)
|
| 825 |
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791 train 7.613524 (lr=5.5447e-05) (hash(x)=25173113)
|
| 826 |
+
792 train 7.515689 (lr=5.5133e-05) (hash(x)=25853788)
|
| 827 |
+
793 train 7.605453 (lr=5.4820e-05) (hash(x)=27267091)
|
| 828 |
+
794 train 7.442778 (lr=5.4507e-05) (hash(x)=23743694)
|
| 829 |
+
795 train 7.433052 (lr=5.4196e-05) (hash(x)=24400133)
|
| 830 |
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796 train 7.503316 (lr=5.3886e-05) (hash(x)=23663639)
|
| 831 |
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797 train 7.404125 (lr=5.3577e-05) (hash(x)=23103223)
|
| 832 |
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798 train 7.915274 (lr=5.3269e-05) (hash(x)=28748411)
|
| 833 |
+
799 train 7.196221 (lr=5.2962e-05) (hash(x)=23486277)
|
| 834 |
+
800 val loss 7.5060
|
| 835 |
+
800 val perplexity 1818.8557
|
| 836 |
+
800 train 7.496999 (lr=5.2656e-05) (hash(x)=25678518)
|
| 837 |
+
801 train 7.435771 (lr=5.2352e-05) (hash(x)=23421286)
|
| 838 |
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802 train 7.579250 (lr=5.2048e-05) (hash(x)=26054104)
|
| 839 |
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803 train 7.573879 (lr=5.1746e-05) (hash(x)=25978130)
|
| 840 |
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804 train 7.597505 (lr=5.1444e-05) (hash(x)=26006525)
|
| 841 |
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805 train 7.546604 (lr=5.1144e-05) (hash(x)=25769432)
|
| 842 |
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806 train 7.375392 (lr=5.0845e-05) (hash(x)=22430795)
|
| 843 |
+
807 train 7.750615 (lr=5.0547e-05) (hash(x)=28916006)
|
| 844 |
+
808 train 7.539983 (lr=5.0251e-05) (hash(x)=25166800)
|
| 845 |
+
809 train 7.648313 (lr=4.9955e-05) (hash(x)=24226056)
|
| 846 |
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810 train 7.506187 (lr=4.9661e-05) (hash(x)=25057934)
|
| 847 |
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811 train 8.336482 (lr=4.9367e-05) (hash(x)=33195100)
|
| 848 |
+
812 train 7.678180 (lr=4.9075e-05) (hash(x)=26312888)
|
| 849 |
+
813 train 7.832169 (lr=4.8784e-05) (hash(x)=27730410)
|
| 850 |
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814 train 7.680675 (lr=4.8495e-05) (hash(x)=27372474)
|
| 851 |
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815 train 7.549817 (lr=4.8206e-05) (hash(x)=25556929)
|
| 852 |
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816 train 7.652252 (lr=4.7919e-05) (hash(x)=26909985)
|
| 853 |
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817 train 7.475259 (lr=4.7633e-05) (hash(x)=25991247)
|
| 854 |
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818 train 7.651593 (lr=4.7348e-05) (hash(x)=27438141)
|
| 855 |
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819 train 7.795113 (lr=4.7064e-05) (hash(x)=29536986)
|
| 856 |
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820 train 7.539062 (lr=4.6782e-05) (hash(x)=24478391)
|
| 857 |
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821 train 7.497285 (lr=4.6501e-05) (hash(x)=26125216)
|
| 858 |
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822 train 7.510713 (lr=4.6221e-05) (hash(x)=26422130)
|
| 859 |
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823 train 7.744484 (lr=4.5942e-05) (hash(x)=29648798)
|
| 860 |
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824 train 7.453009 (lr=4.5664e-05) (hash(x)=21247770)
|
| 861 |
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825 train 7.543437 (lr=4.5388e-05) (hash(x)=23195388)
|
| 862 |
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826 train 7.463849 (lr=4.5113e-05) (hash(x)=25796725)
|
| 863 |
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827 train 7.557454 (lr=4.4839e-05) (hash(x)=23124767)
|
| 864 |
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828 train 7.555113 (lr=4.4567e-05) (hash(x)=25233464)
|
| 865 |
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829 train 7.558540 (lr=4.4295e-05) (hash(x)=25713275)
|
| 866 |
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830 train 7.511130 (lr=4.4025e-05) (hash(x)=25550167)
|
| 867 |
+
831 train 7.389587 (lr=4.3757e-05) (hash(x)=24976217)
|
| 868 |
+
832 train 7.710184 (lr=4.3489e-05) (hash(x)=28536827)
|
| 869 |
+
833 train 7.605587 (lr=4.3223e-05) (hash(x)=27500801)
|
| 870 |
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834 train 7.416769 (lr=4.2958e-05) (hash(x)=25545765)
|
| 871 |
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835 train 7.440898 (lr=4.2695e-05) (hash(x)=23632825)
|
| 872 |
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836 train 7.470075 (lr=4.2432e-05) (hash(x)=25708009)
|
| 873 |
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837 train 7.534590 (lr=4.2171e-05) (hash(x)=24456276)
|
| 874 |
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838 train 7.631275 (lr=4.1912e-05) (hash(x)=29189855)
|
| 875 |
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839 train 7.867588 (lr=4.1654e-05) (hash(x)=31019606)
|
| 876 |
+
840 train 7.730634 (lr=4.1397e-05) (hash(x)=26328013)
|
| 877 |
+
841 train 7.674356 (lr=4.1141e-05) (hash(x)=25027904)
|
| 878 |
+
842 train 7.447919 (lr=4.0887e-05) (hash(x)=23734189)
|
| 879 |
+
843 train 7.688663 (lr=4.0634e-05) (hash(x)=28236580)
|
| 880 |
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844 train 7.499403 (lr=4.0382e-05) (hash(x)=26509780)
|
| 881 |
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845 train 7.572858 (lr=4.0132e-05) (hash(x)=25386473)
|
| 882 |
+
846 train 7.515182 (lr=3.9883e-05) (hash(x)=24052671)
|
| 883 |
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847 train 7.689115 (lr=3.9635e-05) (hash(x)=28269421)
|
| 884 |
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848 train 7.123300 (lr=3.9389e-05) (hash(x)=22251724)
|
| 885 |
+
849 train 7.390975 (lr=3.9144e-05) (hash(x)=24308447)
|
| 886 |
+
850 val loss 7.5023
|
| 887 |
+
850 val perplexity 1812.2269
|
| 888 |
+
850 train 7.366690 (lr=3.8901e-05) (hash(x)=24242830)
|
| 889 |
+
851 train 7.569607 (lr=3.8659e-05) (hash(x)=25563279)
|
| 890 |
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852 train 7.578651 (lr=3.8418e-05) (hash(x)=26354481)
|
| 891 |
+
853 train 7.694679 (lr=3.8178e-05) (hash(x)=26152637)
|
| 892 |
+
854 train 7.755402 (lr=3.7941e-05) (hash(x)=28051025)
|
| 893 |
+
855 train 7.545935 (lr=3.7704e-05) (hash(x)=24865358)
|
| 894 |
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856 train 7.436066 (lr=3.7469e-05) (hash(x)=24288911)
|
| 895 |
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857 train 7.309545 (lr=3.7235e-05) (hash(x)=22230964)
|
| 896 |
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858 train 7.239000 (lr=3.7003e-05) (hash(x)=21303832)
|
| 897 |
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859 train 7.373697 (lr=3.6772e-05) (hash(x)=22155546)
|
| 898 |
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860 train 7.517040 (lr=3.6542e-05) (hash(x)=25296428)
|
| 899 |
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861 train 7.643286 (lr=3.6314e-05) (hash(x)=29142319)
|
| 900 |
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862 train 7.464158 (lr=3.6088e-05) (hash(x)=25545430)
|
| 901 |
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863 train 7.303130 (lr=3.5862e-05) (hash(x)=26984272)
|
| 902 |
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864 train 7.510620 (lr=3.5639e-05) (hash(x)=25429005)
|
| 903 |
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865 train 7.553981 (lr=3.5416e-05) (hash(x)=27077032)
|
| 904 |
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866 train 7.531604 (lr=3.5195e-05) (hash(x)=26494424)
|
| 905 |
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867 train 7.543144 (lr=3.4976e-05) (hash(x)=23193673)
|
| 906 |
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868 train 7.551274 (lr=3.4758e-05) (hash(x)=25075134)
|
| 907 |
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869 train 7.580610 (lr=3.4541e-05) (hash(x)=27112558)
|
| 908 |
+
870 train 7.775641 (lr=3.4326e-05) (hash(x)=27436608)
|
| 909 |
+
871 train 7.466033 (lr=3.4113e-05) (hash(x)=24544116)
|
| 910 |
+
872 train 7.809839 (lr=3.3900e-05) (hash(x)=31632686)
|
| 911 |
+
873 train 7.486576 (lr=3.3690e-05) (hash(x)=25890184)
|
| 912 |
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874 train 7.612395 (lr=3.3480e-05) (hash(x)=22887555)
|
| 913 |
+
875 train 7.452681 (lr=3.3273e-05) (hash(x)=24547533)
|
| 914 |
+
876 train 7.578310 (lr=3.3066e-05) (hash(x)=26553496)
|
| 915 |
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877 train 7.675249 (lr=3.2862e-05) (hash(x)=27467688)
|
| 916 |
+
878 train 7.453346 (lr=3.2658e-05) (hash(x)=24766934)
|
| 917 |
+
879 train 7.332334 (lr=3.2457e-05) (hash(x)=22059850)
|
| 918 |
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880 train 7.707195 (lr=3.2256e-05) (hash(x)=22871702)
|
| 919 |
+
881 train 7.556789 (lr=3.2058e-05) (hash(x)=23893130)
|
| 920 |
+
882 train 7.564200 (lr=3.1860e-05) (hash(x)=25125691)
|
| 921 |
+
883 train 7.519304 (lr=3.1665e-05) (hash(x)=25994573)
|
| 922 |
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884 train 7.544690 (lr=3.1471e-05) (hash(x)=26076345)
|
| 923 |
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885 train 7.508221 (lr=3.1278e-05) (hash(x)=26577783)
|
| 924 |
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886 train 7.606555 (lr=3.1087e-05) (hash(x)=27395225)
|
| 925 |
+
887 train 7.459943 (lr=3.0897e-05) (hash(x)=23926632)
|
| 926 |
+
888 train 7.297412 (lr=3.0709e-05) (hash(x)=21737239)
|
| 927 |
+
889 train 7.591444 (lr=3.0522e-05) (hash(x)=23574207)
|
| 928 |
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890 train 7.280792 (lr=3.0337e-05) (hash(x)=24365231)
|
| 929 |
+
891 train 7.448013 (lr=3.0154e-05) (hash(x)=27111369)
|
| 930 |
+
892 train 7.706406 (lr=2.9972e-05) (hash(x)=27290015)
|
| 931 |
+
893 train 7.495033 (lr=2.9791e-05) (hash(x)=23979820)
|
| 932 |
+
894 train 7.591215 (lr=2.9613e-05) (hash(x)=26450121)
|
| 933 |
+
895 train 7.488577 (lr=2.9435e-05) (hash(x)=27025333)
|
| 934 |
+
896 train 7.473794 (lr=2.9260e-05) (hash(x)=23624605)
|
| 935 |
+
897 train 7.326399 (lr=2.9085e-05) (hash(x)=22846386)
|
| 936 |
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898 train 7.378272 (lr=2.8913e-05) (hash(x)=22970561)
|
| 937 |
+
899 train 7.246465 (lr=2.8742e-05) (hash(x)=16908068)
|
| 938 |
+
900 val loss 7.4872
|
| 939 |
+
900 val perplexity 1785.1053
|
| 940 |
+
900 train 7.436440 (lr=2.8572e-05) (hash(x)=24661446)
|
| 941 |
+
901 train 7.550224 (lr=2.8404e-05) (hash(x)=25664727)
|
| 942 |
+
902 train 7.540842 (lr=2.8238e-05) (hash(x)=25667011)
|
| 943 |
+
903 train 7.579391 (lr=2.8073e-05) (hash(x)=29120407)
|
| 944 |
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904 train 7.650917 (lr=2.7910e-05) (hash(x)=23385735)
|
| 945 |
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905 train 7.682660 (lr=2.7749e-05) (hash(x)=25564213)
|
| 946 |
+
906 train 7.721912 (lr=2.7589e-05) (hash(x)=25413898)
|
| 947 |
+
907 train 7.699838 (lr=2.7430e-05) (hash(x)=27092710)
|
| 948 |
+
908 train 7.475684 (lr=2.7274e-05) (hash(x)=25789923)
|
| 949 |
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909 train 7.558824 (lr=2.7119e-05) (hash(x)=28533197)
|
| 950 |
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910 train 7.404026 (lr=2.6965e-05) (hash(x)=22982996)
|
| 951 |
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911 train 7.534404 (lr=2.6813e-05) (hash(x)=23827393)
|
| 952 |
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912 train 7.076814 (lr=2.6663e-05) (hash(x)=21242640)
|
| 953 |
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913 train 7.479911 (lr=2.6514e-05) (hash(x)=24154233)
|
| 954 |
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914 train 7.510229 (lr=2.6367e-05) (hash(x)=24331967)
|
| 955 |
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915 train 7.764019 (lr=2.6221e-05) (hash(x)=32812727)
|
| 956 |
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916 train 7.405843 (lr=2.6077e-05) (hash(x)=23572994)
|
| 957 |
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917 train 7.422185 (lr=2.5935e-05) (hash(x)=26305435)
|
| 958 |
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918 train 7.452371 (lr=2.5795e-05) (hash(x)=26268355)
|
| 959 |
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919 train 7.655228 (lr=2.5656e-05) (hash(x)=27230027)
|
| 960 |
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920 train 7.452167 (lr=2.5518e-05) (hash(x)=23885377)
|
| 961 |
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921 train 7.371185 (lr=2.5383e-05) (hash(x)=23532437)
|
| 962 |
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922 train 7.469969 (lr=2.5249e-05) (hash(x)=25577034)
|
| 963 |
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923 train 7.640682 (lr=2.5116e-05) (hash(x)=25703381)
|
| 964 |
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924 train 7.582704 (lr=2.4985e-05) (hash(x)=27113866)
|
| 965 |
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925 train 7.432436 (lr=2.4856e-05) (hash(x)=26961429)
|
| 966 |
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926 train 7.264868 (lr=2.4729e-05) (hash(x)=21355372)
|
| 967 |
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927 train 7.414123 (lr=2.4603e-05) (hash(x)=24968260)
|
| 968 |
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928 train 7.362894 (lr=2.4479e-05) (hash(x)=25357517)
|
| 969 |
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929 train 7.494921 (lr=2.4356e-05) (hash(x)=24854265)
|
| 970 |
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930 train 7.274008 (lr=2.4235e-05) (hash(x)=21102770)
|
| 971 |
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931 train 7.573416 (lr=2.4116e-05) (hash(x)=25676468)
|
| 972 |
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932 train 7.448094 (lr=2.3998e-05) (hash(x)=22809869)
|
| 973 |
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933 train 7.527488 (lr=2.3883e-05) (hash(x)=25503865)
|
| 974 |
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934 train 7.428623 (lr=2.3768e-05) (hash(x)=24853995)
|
| 975 |
+
935 train 7.609602 (lr=2.3656e-05) (hash(x)=27544803)
|
| 976 |
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936 train 7.654929 (lr=2.3545e-05) (hash(x)=25981933)
|
| 977 |
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937 train 7.361592 (lr=2.3436e-05) (hash(x)=24658683)
|
| 978 |
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938 train 7.578220 (lr=2.3328e-05) (hash(x)=23855201)
|
| 979 |
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939 train 7.498975 (lr=2.3222e-05) (hash(x)=24331407)
|
| 980 |
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940 train 7.652050 (lr=2.3118e-05) (hash(x)=29265551)
|
| 981 |
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941 train 7.365368 (lr=2.3016e-05) (hash(x)=21892556)
|
| 982 |
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942 train 7.383709 (lr=2.2915e-05) (hash(x)=27183405)
|
| 983 |
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943 train 7.329541 (lr=2.2816e-05) (hash(x)=26540663)
|
| 984 |
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944 train 7.327266 (lr=2.2718e-05) (hash(x)=25718393)
|
| 985 |
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945 train 7.527846 (lr=2.2623e-05) (hash(x)=26819462)
|
| 986 |
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946 train 7.506734 (lr=2.2528e-05) (hash(x)=27427540)
|
| 987 |
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947 train 7.505540 (lr=2.2436e-05) (hash(x)=25532657)
|
| 988 |
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948 train 7.730583 (lr=2.2345e-05) (hash(x)=27641372)
|
| 989 |
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949 train 7.443826 (lr=2.2256e-05) (hash(x)=26515570)
|
| 990 |
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950 val loss 7.4778
|
| 991 |
+
950 val perplexity 1768.3257
|
| 992 |
+
950 train 7.711879 (lr=2.2169e-05) (hash(x)=26911957)
|
| 993 |
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951 train 7.774530 (lr=2.2084e-05) (hash(x)=25856625)
|
| 994 |
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952 train 7.349820 (lr=2.2000e-05) (hash(x)=25219129)
|
| 995 |
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953 train 7.307069 (lr=2.1918e-05) (hash(x)=25260471)
|
| 996 |
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954 train 7.680506 (lr=2.1837e-05) (hash(x)=29373370)
|
| 997 |
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955 train 7.287915 (lr=2.1758e-05) (hash(x)=23437426)
|
| 998 |
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956 train 7.587149 (lr=2.1681e-05) (hash(x)=23769521)
|
| 999 |
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957 train 7.587186 (lr=2.1606e-05) (hash(x)=25961833)
|
| 1000 |
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958 train 7.322324 (lr=2.1532e-05) (hash(x)=23582666)
|
| 1001 |
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959 train 7.409260 (lr=2.1461e-05) (hash(x)=23164356)
|
| 1002 |
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960 train 7.413455 (lr=2.1390e-05) (hash(x)=24443114)
|
| 1003 |
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961 train 7.451641 (lr=2.1322e-05) (hash(x)=25052665)
|
| 1004 |
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962 train 7.560568 (lr=2.1255e-05) (hash(x)=27802272)
|
| 1005 |
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963 train 7.439767 (lr=2.1190e-05) (hash(x)=25957896)
|
| 1006 |
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964 train 7.461141 (lr=2.1127e-05) (hash(x)=26737251)
|
| 1007 |
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965 train 7.583496 (lr=2.1065e-05) (hash(x)=24723263)
|
| 1008 |
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966 train 7.537825 (lr=2.1005e-05) (hash(x)=24707011)
|
| 1009 |
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967 train 7.490358 (lr=2.0947e-05) (hash(x)=25646282)
|
| 1010 |
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968 train 7.529397 (lr=2.0891e-05) (hash(x)=27544665)
|
| 1011 |
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969 train 7.456842 (lr=2.0836e-05) (hash(x)=25851993)
|
| 1012 |
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970 train 7.733618 (lr=2.0783e-05) (hash(x)=29059700)
|
| 1013 |
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971 train 7.443387 (lr=2.0732e-05) (hash(x)=21513584)
|
| 1014 |
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972 train 7.247725 (lr=2.0682e-05) (hash(x)=23151267)
|
| 1015 |
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973 train 7.479581 (lr=2.0634e-05) (hash(x)=26017176)
|
| 1016 |
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974 train 7.565686 (lr=2.0588e-05) (hash(x)=26979518)
|
| 1017 |
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975 train 7.531202 (lr=2.0544e-05) (hash(x)=23843233)
|
| 1018 |
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976 train 7.692906 (lr=2.0501e-05) (hash(x)=24193010)
|
| 1019 |
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977 train 7.418847 (lr=2.0460e-05) (hash(x)=21476847)
|
| 1020 |
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978 train 7.319603 (lr=2.0421e-05) (hash(x)=21366504)
|
| 1021 |
+
979 train 7.357791 (lr=2.0384e-05) (hash(x)=23226697)
|
| 1022 |
+
980 train 7.198592 (lr=2.0348e-05) (hash(x)=19961773)
|
| 1023 |
+
981 train 7.061893 (lr=2.0314e-05) (hash(x)=19772969)
|
| 1024 |
+
982 train 7.367008 (lr=2.0282e-05) (hash(x)=23110142)
|
| 1025 |
+
983 train 7.603434 (lr=2.0252e-05) (hash(x)=24506028)
|
| 1026 |
+
984 train 7.602077 (lr=2.0223e-05) (hash(x)=25480731)
|
| 1027 |
+
985 train 7.448381 (lr=2.0196e-05) (hash(x)=21077417)
|
| 1028 |
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986 train 7.411280 (lr=2.0171e-05) (hash(x)=23686713)
|
| 1029 |
+
987 train 7.465852 (lr=2.0147e-05) (hash(x)=26024321)
|
| 1030 |
+
988 train 7.555223 (lr=2.0125e-05) (hash(x)=27424109)
|
| 1031 |
+
989 train 7.652968 (lr=2.0105e-05) (hash(x)=27786174)
|
| 1032 |
+
990 train 7.466365 (lr=2.0087e-05) (hash(x)=25232502)
|
| 1033 |
+
991 train 7.440222 (lr=2.0071e-05) (hash(x)=22781277)
|
| 1034 |
+
992 train 7.501549 (lr=2.0056e-05) (hash(x)=26184527)
|
| 1035 |
+
993 train 7.514047 (lr=2.0043e-05) (hash(x)=24459895)
|
| 1036 |
+
994 train 7.486927 (lr=2.0031e-05) (hash(x)=25244624)
|
| 1037 |
+
995 train 7.596182 (lr=2.0022e-05) (hash(x)=24451843)
|
| 1038 |
+
996 train 7.589316 (lr=2.0014e-05) (hash(x)=22129897)
|
| 1039 |
+
997 train 7.404402 (lr=2.0008e-05) (hash(x)=21116390)
|
| 1040 |
+
998 train 7.269816 (lr=2.0003e-05) (hash(x)=20650070)
|
| 1041 |
+
999 val loss 7.4762
|
| 1042 |
+
999 val perplexity 1765.5487
|
| 1043 |
+
999 train 7.608737 (lr=2.0001e-05) (hash(x)=24948650)
|
lr2e-4_total_batch_size5120_seq_len512/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6860362c34b6ad48881acb9faa23676c2745962f854e423f1294feadac85ea10
|
| 3 |
+
size 48156226
|
lr2e-4_total_batch_size5120_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:726f514b93717f5077765a6c0d0e23065306646bf752ab4ca3340f8e72dcd53f
|
| 3 |
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size 71157574
|