Upload folder using huggingface_hub
Browse files- lr4e-4_total_batch_size20480_seq_len128/args.json +1 -0
- lr4e-4_total_batch_size20480_seq_len128/dataloader_00999.pt +3 -0
- lr4e-4_total_batch_size20480_seq_len128/log2.txt +1043 -0
- lr4e-4_total_batch_size20480_seq_len128/model_00999.pt +3 -0
- lr4e-4_total_batch_size20480_seq_len128/optimizer_00999.pt +3 -0
lr4e-4_total_batch_size20480_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr4e-4_total_batch_size20480_seq_len128", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 20480, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0004, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr4e-4_total_batch_size20480_seq_len128/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a8513131d2bf732f8f6d97ff82d32c505b2a2f3f9f2247bac315bb09ce0e1f97
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size 964
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lr4e-4_total_batch_size20480_seq_len128/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.6870
|
| 3 |
+
0 val perplexity 119016.5000
|
| 4 |
+
0 train 11.700421 (lr=1.3986e-06) (hash(x)=5113283)
|
| 5 |
+
1 train 11.672828 (lr=2.7972e-06) (hash(x)=5534142)
|
| 6 |
+
2 train 11.699075 (lr=4.1958e-06) (hash(x)=6763231)
|
| 7 |
+
3 train 11.663286 (lr=5.5944e-06) (hash(x)=6328012)
|
| 8 |
+
4 train 11.656357 (lr=6.9930e-06) (hash(x)=7052161)
|
| 9 |
+
5 train 11.640671 (lr=8.3916e-06) (hash(x)=5556098)
|
| 10 |
+
6 train 11.608338 (lr=9.7902e-06) (hash(x)=4696943)
|
| 11 |
+
7 train 11.559019 (lr=1.1189e-05) (hash(x)=6219138)
|
| 12 |
+
8 train 11.508968 (lr=1.2587e-05) (hash(x)=6049878)
|
| 13 |
+
9 train 11.499625 (lr=1.3986e-05) (hash(x)=5491972)
|
| 14 |
+
10 train 11.449233 (lr=1.5385e-05) (hash(x)=8075458)
|
| 15 |
+
11 train 11.378419 (lr=1.6783e-05) (hash(x)=5917741)
|
| 16 |
+
12 train 11.348023 (lr=1.8182e-05) (hash(x)=5750403)
|
| 17 |
+
13 train 11.303619 (lr=1.9580e-05) (hash(x)=6112458)
|
| 18 |
+
14 train 11.241801 (lr=2.0979e-05) (hash(x)=5806490)
|
| 19 |
+
15 train 11.150006 (lr=2.2378e-05) (hash(x)=6568379)
|
| 20 |
+
16 train 11.067209 (lr=2.3776e-05) (hash(x)=7212403)
|
| 21 |
+
17 train 10.995203 (lr=2.5175e-05) (hash(x)=7386082)
|
| 22 |
+
18 train 10.955493 (lr=2.6573e-05) (hash(x)=6359743)
|
| 23 |
+
19 train 10.880232 (lr=2.7972e-05) (hash(x)=6151674)
|
| 24 |
+
20 train 10.850606 (lr=2.9371e-05) (hash(x)=7168704)
|
| 25 |
+
21 train 10.788665 (lr=3.0769e-05) (hash(x)=7859060)
|
| 26 |
+
22 train 10.694252 (lr=3.2168e-05) (hash(x)=6976239)
|
| 27 |
+
23 train 10.683619 (lr=3.3566e-05) (hash(x)=6391506)
|
| 28 |
+
24 train 10.643327 (lr=3.4965e-05) (hash(x)=5245999)
|
| 29 |
+
25 train 10.593281 (lr=3.6364e-05) (hash(x)=5985675)
|
| 30 |
+
26 train 10.498267 (lr=3.7762e-05) (hash(x)=4355733)
|
| 31 |
+
27 train 10.631542 (lr=3.9161e-05) (hash(x)=6984772)
|
| 32 |
+
28 train 10.496611 (lr=4.0559e-05) (hash(x)=6244096)
|
| 33 |
+
29 train 10.495267 (lr=4.1958e-05) (hash(x)=6603717)
|
| 34 |
+
30 train 10.398873 (lr=4.3357e-05) (hash(x)=5669522)
|
| 35 |
+
31 train 10.381268 (lr=4.4755e-05) (hash(x)=6190579)
|
| 36 |
+
32 train 10.434013 (lr=4.6154e-05) (hash(x)=4912983)
|
| 37 |
+
33 train 10.316533 (lr=4.7552e-05) (hash(x)=7276303)
|
| 38 |
+
34 train 10.372952 (lr=4.8951e-05) (hash(x)=5479947)
|
| 39 |
+
35 train 10.459206 (lr=5.0350e-05) (hash(x)=6630378)
|
| 40 |
+
36 train 10.396424 (lr=5.1748e-05) (hash(x)=8097010)
|
| 41 |
+
37 train 10.448638 (lr=5.3147e-05) (hash(x)=9989744)
|
| 42 |
+
38 train 10.327752 (lr=5.4545e-05) (hash(x)=6694932)
|
| 43 |
+
39 train 10.256584 (lr=5.5944e-05) (hash(x)=6317894)
|
| 44 |
+
40 train 10.175003 (lr=5.7343e-05) (hash(x)=5046327)
|
| 45 |
+
41 train 10.250850 (lr=5.8741e-05) (hash(x)=7947703)
|
| 46 |
+
42 train 10.121830 (lr=6.0140e-05) (hash(x)=5916068)
|
| 47 |
+
43 train 10.215761 (lr=6.1538e-05) (hash(x)=5777498)
|
| 48 |
+
44 train 10.148030 (lr=6.2937e-05) (hash(x)=5753092)
|
| 49 |
+
45 train 10.130989 (lr=6.4336e-05) (hash(x)=7723226)
|
| 50 |
+
46 train 10.124299 (lr=6.5734e-05) (hash(x)=7007016)
|
| 51 |
+
47 train 10.047805 (lr=6.7133e-05) (hash(x)=6491229)
|
| 52 |
+
48 train 10.097555 (lr=6.8531e-05) (hash(x)=6390752)
|
| 53 |
+
49 train 10.204393 (lr=6.9930e-05) (hash(x)=6019389)
|
| 54 |
+
50 val loss 10.0811
|
| 55 |
+
50 val perplexity 23886.7793
|
| 56 |
+
50 train 10.069889 (lr=7.1329e-05) (hash(x)=7662067)
|
| 57 |
+
51 train 10.069789 (lr=7.2727e-05) (hash(x)=4648609)
|
| 58 |
+
52 train 10.007125 (lr=7.4126e-05) (hash(x)=4725966)
|
| 59 |
+
53 train 9.967831 (lr=7.5524e-05) (hash(x)=5558355)
|
| 60 |
+
54 train 10.001527 (lr=7.6923e-05) (hash(x)=6524933)
|
| 61 |
+
55 train 9.953378 (lr=7.8322e-05) (hash(x)=6369326)
|
| 62 |
+
56 train 9.915675 (lr=7.9720e-05) (hash(x)=6022625)
|
| 63 |
+
57 train 9.855737 (lr=8.1119e-05) (hash(x)=4906853)
|
| 64 |
+
58 train 9.688809 (lr=8.2517e-05) (hash(x)=5589269)
|
| 65 |
+
59 train 9.800064 (lr=8.3916e-05) (hash(x)=6437376)
|
| 66 |
+
60 train 9.826277 (lr=8.5315e-05) (hash(x)=7304892)
|
| 67 |
+
61 train 9.777195 (lr=8.6713e-05) (hash(x)=7084093)
|
| 68 |
+
62 train 9.788608 (lr=8.8112e-05) (hash(x)=5908178)
|
| 69 |
+
63 train 9.581896 (lr=8.9510e-05) (hash(x)=7048804)
|
| 70 |
+
64 train 9.655831 (lr=9.0909e-05) (hash(x)=6085549)
|
| 71 |
+
65 train 9.653721 (lr=9.2308e-05) (hash(x)=5752594)
|
| 72 |
+
66 train 9.456213 (lr=9.3706e-05) (hash(x)=7662769)
|
| 73 |
+
67 train 9.309429 (lr=9.5105e-05) (hash(x)=6393520)
|
| 74 |
+
68 train 9.551364 (lr=9.6503e-05) (hash(x)=5942867)
|
| 75 |
+
69 train 9.532688 (lr=9.7902e-05) (hash(x)=6793550)
|
| 76 |
+
70 train 9.377486 (lr=9.9301e-05) (hash(x)=7105976)
|
| 77 |
+
71 train 9.401495 (lr=1.0070e-04) (hash(x)=6581348)
|
| 78 |
+
72 train 9.338243 (lr=1.0210e-04) (hash(x)=5555598)
|
| 79 |
+
73 train 9.265688 (lr=1.0350e-04) (hash(x)=6235837)
|
| 80 |
+
74 train 9.200271 (lr=1.0490e-04) (hash(x)=5591770)
|
| 81 |
+
75 train 9.390544 (lr=1.0629e-04) (hash(x)=7083021)
|
| 82 |
+
76 train 9.214975 (lr=1.0769e-04) (hash(x)=7281348)
|
| 83 |
+
77 train 9.240290 (lr=1.0909e-04) (hash(x)=6155821)
|
| 84 |
+
78 train 9.080822 (lr=1.1049e-04) (hash(x)=5736241)
|
| 85 |
+
79 train 8.993293 (lr=1.1189e-04) (hash(x)=5657123)
|
| 86 |
+
80 train 8.892729 (lr=1.1329e-04) (hash(x)=6452095)
|
| 87 |
+
81 train 8.879316 (lr=1.1469e-04) (hash(x)=5312267)
|
| 88 |
+
82 train 8.814240 (lr=1.1608e-04) (hash(x)=5434493)
|
| 89 |
+
83 train 8.938129 (lr=1.1748e-04) (hash(x)=6830813)
|
| 90 |
+
84 train 8.809291 (lr=1.1888e-04) (hash(x)=4752771)
|
| 91 |
+
85 train 8.839609 (lr=1.2028e-04) (hash(x)=6424933)
|
| 92 |
+
86 train 8.738819 (lr=1.2168e-04) (hash(x)=5786517)
|
| 93 |
+
87 train 8.764196 (lr=1.2308e-04) (hash(x)=6680023)
|
| 94 |
+
88 train 8.645253 (lr=1.2448e-04) (hash(x)=6474729)
|
| 95 |
+
89 train 8.689062 (lr=1.2587e-04) (hash(x)=7523279)
|
| 96 |
+
90 train 8.485591 (lr=1.2727e-04) (hash(x)=5508768)
|
| 97 |
+
91 train 8.615630 (lr=1.2867e-04) (hash(x)=6635925)
|
| 98 |
+
92 train 8.540660 (lr=1.3007e-04) (hash(x)=6663801)
|
| 99 |
+
93 train 8.502014 (lr=1.3147e-04) (hash(x)=5869441)
|
| 100 |
+
94 train 8.503474 (lr=1.3287e-04) (hash(x)=6698878)
|
| 101 |
+
95 train 8.440034 (lr=1.3427e-04) (hash(x)=6349004)
|
| 102 |
+
96 train 8.428391 (lr=1.3566e-04) (hash(x)=4986137)
|
| 103 |
+
97 train 8.213653 (lr=1.3706e-04) (hash(x)=6008454)
|
| 104 |
+
98 train 8.250460 (lr=1.3846e-04) (hash(x)=6550770)
|
| 105 |
+
99 train 8.353949 (lr=1.3986e-04) (hash(x)=7682741)
|
| 106 |
+
100 val loss 8.3184
|
| 107 |
+
100 val perplexity 4098.7666
|
| 108 |
+
100 train 8.396103 (lr=1.4126e-04) (hash(x)=7892158)
|
| 109 |
+
101 train 8.275209 (lr=1.4266e-04) (hash(x)=7794028)
|
| 110 |
+
102 train 8.269009 (lr=1.4406e-04) (hash(x)=7093523)
|
| 111 |
+
103 train 8.260232 (lr=1.4545e-04) (hash(x)=6166062)
|
| 112 |
+
104 train 8.194337 (lr=1.4685e-04) (hash(x)=6645781)
|
| 113 |
+
105 train 8.170750 (lr=1.4825e-04) (hash(x)=4811192)
|
| 114 |
+
106 train 8.084870 (lr=1.4965e-04) (hash(x)=5970866)
|
| 115 |
+
107 train 8.108835 (lr=1.5105e-04) (hash(x)=7822680)
|
| 116 |
+
108 train 8.034785 (lr=1.5245e-04) (hash(x)=6317317)
|
| 117 |
+
109 train 8.106247 (lr=1.5385e-04) (hash(x)=6431409)
|
| 118 |
+
110 train 8.122334 (lr=1.5524e-04) (hash(x)=6653337)
|
| 119 |
+
111 train 8.042282 (lr=1.5664e-04) (hash(x)=5323032)
|
| 120 |
+
112 train 7.955510 (lr=1.5804e-04) (hash(x)=5125339)
|
| 121 |
+
113 train 7.916279 (lr=1.5944e-04) (hash(x)=7363286)
|
| 122 |
+
114 train 8.207185 (lr=1.6084e-04) (hash(x)=7670050)
|
| 123 |
+
115 train 7.988898 (lr=1.6224e-04) (hash(x)=5616075)
|
| 124 |
+
116 train 8.030732 (lr=1.6364e-04) (hash(x)=6593764)
|
| 125 |
+
117 train 8.082897 (lr=1.6503e-04) (hash(x)=5672608)
|
| 126 |
+
118 train 7.939550 (lr=1.6643e-04) (hash(x)=6828653)
|
| 127 |
+
119 train 7.930516 (lr=1.6783e-04) (hash(x)=6839867)
|
| 128 |
+
120 train 8.023301 (lr=1.6923e-04) (hash(x)=8426992)
|
| 129 |
+
121 train 7.712131 (lr=1.7063e-04) (hash(x)=4916928)
|
| 130 |
+
122 train 7.917670 (lr=1.7203e-04) (hash(x)=6484050)
|
| 131 |
+
123 train 7.983311 (lr=1.7343e-04) (hash(x)=8353379)
|
| 132 |
+
124 train 7.881751 (lr=1.7483e-04) (hash(x)=6552510)
|
| 133 |
+
125 train 7.879014 (lr=1.7622e-04) (hash(x)=4838871)
|
| 134 |
+
126 train 7.617235 (lr=1.7762e-04) (hash(x)=3021697)
|
| 135 |
+
127 train 7.751260 (lr=1.7902e-04) (hash(x)=6795665)
|
| 136 |
+
128 train 7.748051 (lr=1.8042e-04) (hash(x)=5486935)
|
| 137 |
+
129 train 7.928158 (lr=1.8182e-04) (hash(x)=6678038)
|
| 138 |
+
130 train 7.940475 (lr=1.8322e-04) (hash(x)=6657714)
|
| 139 |
+
131 train 7.849248 (lr=1.8462e-04) (hash(x)=6112215)
|
| 140 |
+
132 train 7.868167 (lr=1.8601e-04) (hash(x)=8353143)
|
| 141 |
+
133 train 7.882381 (lr=1.8741e-04) (hash(x)=5915361)
|
| 142 |
+
134 train 7.779057 (lr=1.8881e-04) (hash(x)=6254885)
|
| 143 |
+
135 train 7.807247 (lr=1.9021e-04) (hash(x)=5771588)
|
| 144 |
+
136 train 7.778200 (lr=1.9161e-04) (hash(x)=5561507)
|
| 145 |
+
137 train 7.730793 (lr=1.9301e-04) (hash(x)=5688829)
|
| 146 |
+
138 train 7.696267 (lr=1.9441e-04) (hash(x)=5371951)
|
| 147 |
+
139 train 7.855422 (lr=1.9580e-04) (hash(x)=5443305)
|
| 148 |
+
140 train 7.853623 (lr=1.9720e-04) (hash(x)=5016757)
|
| 149 |
+
141 train 7.847708 (lr=1.9860e-04) (hash(x)=6901933)
|
| 150 |
+
142 train 7.797873 (lr=2.0000e-04) (hash(x)=6019085)
|
| 151 |
+
143 train 7.649871 (lr=2.0140e-04) (hash(x)=4294425)
|
| 152 |
+
144 train 7.747959 (lr=2.0280e-04) (hash(x)=6095229)
|
| 153 |
+
145 train 7.588701 (lr=2.0420e-04) (hash(x)=4363941)
|
| 154 |
+
146 train 7.664509 (lr=2.0559e-04) (hash(x)=4693798)
|
| 155 |
+
147 train 8.173172 (lr=2.0699e-04) (hash(x)=5486335)
|
| 156 |
+
148 train 7.993349 (lr=2.0839e-04) (hash(x)=7907450)
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| 157 |
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149 train 7.828030 (lr=2.0979e-04) (hash(x)=7295165)
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150 val loss 7.7270
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| 159 |
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150 val perplexity 2268.7385
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| 160 |
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150 train 7.757653 (lr=2.1119e-04) (hash(x)=6814026)
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151 train 7.846723 (lr=2.1259e-04) (hash(x)=6267424)
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152 train 7.828159 (lr=2.1399e-04) (hash(x)=8086437)
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153 train 7.879587 (lr=2.1538e-04) (hash(x)=5270452)
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155 train 7.628667 (lr=2.1818e-04) (hash(x)=6305297)
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156 train 7.788452 (lr=2.1958e-04) (hash(x)=7889849)
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157 train 8.134259 (lr=2.2098e-04) (hash(x)=6040077)
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158 train 8.125292 (lr=2.2238e-04) (hash(x)=5652497)
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159 train 7.714570 (lr=2.2378e-04) (hash(x)=7130251)
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160 train 7.591569 (lr=2.2517e-04) (hash(x)=6610177)
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162 train 7.794116 (lr=2.2797e-04) (hash(x)=6994983)
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163 train 7.741472 (lr=2.2937e-04) (hash(x)=5859576)
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164 train 7.313273 (lr=2.3077e-04) (hash(x)=5487065)
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165 train 7.542570 (lr=2.3217e-04) (hash(x)=4892065)
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169 train 7.634039 (lr=2.3776e-04) (hash(x)=5510218)
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170 train 7.789076 (lr=2.3916e-04) (hash(x)=7304235)
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172 train 7.644037 (lr=2.4196e-04) (hash(x)=5994476)
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178 train 7.745198 (lr=2.5035e-04) (hash(x)=5244861)
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179 train 7.718951 (lr=2.5175e-04) (hash(x)=5245146)
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182 train 7.711048 (lr=2.5594e-04) (hash(x)=6131703)
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183 train 7.731692 (lr=2.5734e-04) (hash(x)=6346459)
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184 train 7.763904 (lr=2.5874e-04) (hash(x)=6504131)
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185 train 7.757150 (lr=2.6014e-04) (hash(x)=5209234)
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187 train 7.664566 (lr=2.6294e-04) (hash(x)=5676768)
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188 train 7.727629 (lr=2.6434e-04) (hash(x)=6090561)
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189 train 7.876177 (lr=2.6573e-04) (hash(x)=5863092)
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190 train 7.793953 (lr=2.6713e-04) (hash(x)=7201312)
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191 train 7.870019 (lr=2.6853e-04) (hash(x)=7019489)
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192 train 7.640486 (lr=2.6993e-04) (hash(x)=6225608)
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193 train 7.726340 (lr=2.7133e-04) (hash(x)=5483019)
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194 train 7.662089 (lr=2.7273e-04) (hash(x)=5903258)
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195 train 7.703291 (lr=2.7413e-04) (hash(x)=5968716)
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196 train 7.695203 (lr=2.7552e-04) (hash(x)=5778017)
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197 train 7.426719 (lr=2.7692e-04) (hash(x)=7780194)
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198 train 7.632934 (lr=2.7832e-04) (hash(x)=6140998)
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199 train 7.620529 (lr=2.7972e-04) (hash(x)=3784321)
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200 val loss 7.6541
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| 211 |
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200 val perplexity 2109.2607
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| 212 |
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200 train 7.648793 (lr=2.8112e-04) (hash(x)=5860821)
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201 train 7.695865 (lr=2.8252e-04) (hash(x)=7774109)
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202 train 7.862022 (lr=2.8392e-04) (hash(x)=7997664)
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203 train 7.839151 (lr=2.8531e-04) (hash(x)=6576749)
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204 train 7.745502 (lr=2.8671e-04) (hash(x)=7266655)
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205 train 7.705393 (lr=2.8811e-04) (hash(x)=7072404)
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206 train 7.620603 (lr=2.8951e-04) (hash(x)=6626459)
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207 train 7.640181 (lr=2.9091e-04) (hash(x)=6556025)
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208 train 7.670080 (lr=2.9231e-04) (hash(x)=5942129)
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209 train 7.773512 (lr=2.9371e-04) (hash(x)=7325027)
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210 train 7.769457 (lr=2.9510e-04) (hash(x)=7322467)
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211 train 7.707861 (lr=2.9650e-04) (hash(x)=6373412)
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212 train 7.487411 (lr=2.9790e-04) (hash(x)=7332255)
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213 train 7.769811 (lr=2.9930e-04) (hash(x)=5262868)
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214 train 7.481462 (lr=3.0070e-04) (hash(x)=5688247)
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215 train 7.656564 (lr=3.0210e-04) (hash(x)=8055563)
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216 train 7.666641 (lr=3.0350e-04) (hash(x)=5352405)
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217 train 7.719462 (lr=3.0490e-04) (hash(x)=5932790)
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218 train 7.671588 (lr=3.0629e-04) (hash(x)=6249312)
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219 train 7.631391 (lr=3.0769e-04) (hash(x)=5680154)
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220 train 7.730334 (lr=3.0909e-04) (hash(x)=8156280)
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221 train 7.675781 (lr=3.1049e-04) (hash(x)=5914217)
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222 train 7.517913 (lr=3.1189e-04) (hash(x)=7120215)
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223 train 7.699361 (lr=3.1329e-04) (hash(x)=6424128)
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224 train 7.449519 (lr=3.1469e-04) (hash(x)=4390027)
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225 train 7.652171 (lr=3.1608e-04) (hash(x)=7804089)
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226 train 7.747726 (lr=3.1748e-04) (hash(x)=7130267)
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227 train 7.547658 (lr=3.1888e-04) (hash(x)=6490149)
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228 train 7.601025 (lr=3.2028e-04) (hash(x)=9276378)
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229 train 7.637883 (lr=3.2168e-04) (hash(x)=6283540)
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230 train 7.616992 (lr=3.2308e-04) (hash(x)=5781680)
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231 train 7.560999 (lr=3.2448e-04) (hash(x)=5728337)
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232 train 7.546410 (lr=3.2587e-04) (hash(x)=6278202)
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233 train 7.648108 (lr=3.2727e-04) (hash(x)=7400272)
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234 train 7.611826 (lr=3.2867e-04) (hash(x)=5795128)
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235 train 7.589363 (lr=3.3007e-04) (hash(x)=6473432)
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236 train 7.605611 (lr=3.3147e-04) (hash(x)=5201502)
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237 train 7.831241 (lr=3.3287e-04) (hash(x)=6922646)
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238 train 7.539192 (lr=3.3427e-04) (hash(x)=5484641)
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239 train 7.610104 (lr=3.3566e-04) (hash(x)=7277141)
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240 train 7.605514 (lr=3.3706e-04) (hash(x)=5604614)
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241 train 7.660578 (lr=3.3846e-04) (hash(x)=7443124)
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242 train 7.677866 (lr=3.3986e-04) (hash(x)=5601968)
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243 train 7.572083 (lr=3.4126e-04) (hash(x)=5632735)
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244 train 7.565017 (lr=3.4266e-04) (hash(x)=5594810)
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245 train 7.418117 (lr=3.4406e-04) (hash(x)=5881015)
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246 train 7.574681 (lr=3.4545e-04) (hash(x)=6865361)
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247 train 7.673841 (lr=3.4685e-04) (hash(x)=5809411)
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248 train 7.631116 (lr=3.4825e-04) (hash(x)=6293025)
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| 261 |
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249 train 7.576523 (lr=3.4965e-04) (hash(x)=7232964)
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| 262 |
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250 val loss 7.5903
|
| 263 |
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250 val perplexity 1978.9337
|
| 264 |
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250 train 7.521509 (lr=3.5105e-04) (hash(x)=5646619)
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251 train 7.637913 (lr=3.5245e-04) (hash(x)=6171829)
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252 train 7.682011 (lr=3.5385e-04) (hash(x)=7787552)
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253 train 7.628629 (lr=3.5524e-04) (hash(x)=5884456)
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| 268 |
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254 train 7.660127 (lr=3.5664e-04) (hash(x)=6752162)
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| 269 |
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255 train 7.570142 (lr=3.5804e-04) (hash(x)=5077031)
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| 270 |
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256 train 7.745372 (lr=3.5944e-04) (hash(x)=6883481)
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| 271 |
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257 train 7.630184 (lr=3.6084e-04) (hash(x)=6248895)
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| 272 |
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258 train 7.495297 (lr=3.6224e-04) (hash(x)=6636615)
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259 train 7.691655 (lr=3.6364e-04) (hash(x)=6918004)
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260 train 7.614872 (lr=3.6503e-04) (hash(x)=7302874)
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261 train 7.718871 (lr=3.6643e-04) (hash(x)=6482466)
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262 train 7.554568 (lr=3.6783e-04) (hash(x)=7298317)
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263 train 7.597640 (lr=3.6923e-04) (hash(x)=6588573)
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| 278 |
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264 train 7.590458 (lr=3.7063e-04) (hash(x)=6229630)
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| 279 |
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265 train 7.670510 (lr=3.7203e-04) (hash(x)=6136939)
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| 280 |
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266 train 7.430586 (lr=3.7343e-04) (hash(x)=6394645)
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267 train 7.649239 (lr=3.7483e-04) (hash(x)=7040157)
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268 train 7.694551 (lr=3.7622e-04) (hash(x)=7041858)
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269 train 7.601514 (lr=3.7762e-04) (hash(x)=6455595)
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270 train 7.527848 (lr=3.7902e-04) (hash(x)=6480443)
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271 train 7.705554 (lr=3.8042e-04) (hash(x)=4122983)
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272 train 7.526193 (lr=3.8182e-04) (hash(x)=7672190)
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273 train 7.558549 (lr=3.8322e-04) (hash(x)=4724052)
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274 train 7.516334 (lr=3.8462e-04) (hash(x)=6654267)
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275 train 7.504004 (lr=3.8601e-04) (hash(x)=6820797)
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276 train 7.572878 (lr=3.8741e-04) (hash(x)=6458662)
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277 train 7.959230 (lr=3.8881e-04) (hash(x)=7477594)
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278 train 7.626729 (lr=3.9021e-04) (hash(x)=5876574)
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279 train 7.350047 (lr=3.9161e-04) (hash(x)=6146305)
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280 train 7.519811 (lr=3.9301e-04) (hash(x)=6162080)
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281 train 7.486890 (lr=3.9441e-04) (hash(x)=6814831)
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282 train 7.618848 (lr=3.9580e-04) (hash(x)=7138295)
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283 train 7.408764 (lr=3.9720e-04) (hash(x)=5548298)
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284 train 7.497830 (lr=3.9860e-04) (hash(x)=6265078)
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| 299 |
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285 train 7.869653 (lr=4.0000e-04) (hash(x)=7609416)
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286 train 7.565840 (lr=4.0000e-04) (hash(x)=6909367)
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287 train 7.667139 (lr=4.0000e-04) (hash(x)=7574342)
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288 train 7.482962 (lr=3.9999e-04) (hash(x)=8859748)
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289 train 7.437656 (lr=3.9998e-04) (hash(x)=5906937)
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290 train 7.448060 (lr=3.9997e-04) (hash(x)=7243024)
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291 train 7.568493 (lr=3.9996e-04) (hash(x)=8013471)
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292 train 7.480510 (lr=3.9994e-04) (hash(x)=5659461)
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293 train 7.522944 (lr=3.9991e-04) (hash(x)=6146213)
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| 308 |
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294 train 7.575163 (lr=3.9989e-04) (hash(x)=6602917)
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295 train 7.490837 (lr=3.9986e-04) (hash(x)=6709902)
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296 train 7.593400 (lr=3.9983e-04) (hash(x)=8154341)
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297 train 7.746493 (lr=3.9979e-04) (hash(x)=6402571)
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298 train 7.485673 (lr=3.9975e-04) (hash(x)=5605466)
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| 313 |
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299 train 7.451880 (lr=3.9971e-04) (hash(x)=7683614)
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| 314 |
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300 val loss 7.5142
|
| 315 |
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300 val perplexity 1833.8905
|
| 316 |
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300 train 7.542973 (lr=3.9966e-04) (hash(x)=5421572)
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301 train 7.396899 (lr=3.9961e-04) (hash(x)=5453026)
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302 train 7.457862 (lr=3.9955e-04) (hash(x)=6437746)
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303 train 7.374797 (lr=3.9950e-04) (hash(x)=6260017)
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304 train 7.478588 (lr=3.9944e-04) (hash(x)=6119053)
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305 train 7.627518 (lr=3.9937e-04) (hash(x)=6591466)
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306 train 7.541867 (lr=3.9930e-04) (hash(x)=5652701)
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307 train 7.522711 (lr=3.9923e-04) (hash(x)=5501472)
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308 train 7.696172 (lr=3.9916e-04) (hash(x)=6160695)
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309 train 7.446716 (lr=3.9908e-04) (hash(x)=5871698)
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310 train 7.423694 (lr=3.9900e-04) (hash(x)=7301184)
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311 train 7.355983 (lr=3.9891e-04) (hash(x)=4282052)
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312 train 7.567953 (lr=3.9882e-04) (hash(x)=5679330)
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313 train 7.401403 (lr=3.9873e-04) (hash(x)=7824660)
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314 train 7.453237 (lr=3.9864e-04) (hash(x)=4857318)
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315 train 7.389629 (lr=3.9854e-04) (hash(x)=5954950)
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316 train 7.464486 (lr=3.9843e-04) (hash(x)=5758178)
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317 train 7.470260 (lr=3.9833e-04) (hash(x)=5484656)
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318 train 7.483916 (lr=3.9822e-04) (hash(x)=6818913)
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319 train 7.682001 (lr=3.9811e-04) (hash(x)=7031328)
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320 train 7.523411 (lr=3.9799e-04) (hash(x)=6837621)
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321 train 7.539083 (lr=3.9787e-04) (hash(x)=9157069)
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322 train 7.783797 (lr=3.9775e-04) (hash(x)=6509536)
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323 train 7.488003 (lr=3.9762e-04) (hash(x)=5996883)
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324 train 7.736810 (lr=3.9749e-04) (hash(x)=6850868)
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325 train 7.658040 (lr=3.9736e-04) (hash(x)=7645447)
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326 train 7.682364 (lr=3.9722e-04) (hash(x)=6717515)
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327 train 7.785436 (lr=3.9708e-04) (hash(x)=6336164)
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328 train 7.491637 (lr=3.9694e-04) (hash(x)=6897445)
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329 train 7.396650 (lr=3.9679e-04) (hash(x)=5224240)
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330 train 7.555936 (lr=3.9664e-04) (hash(x)=6612945)
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331 train 8.023050 (lr=3.9648e-04) (hash(x)=5447801)
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332 train 7.544331 (lr=3.9633e-04) (hash(x)=7308579)
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333 train 7.421063 (lr=3.9616e-04) (hash(x)=4155598)
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334 train 7.434925 (lr=3.9600e-04) (hash(x)=6106773)
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335 train 7.486042 (lr=3.9583e-04) (hash(x)=7482744)
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336 train 7.555331 (lr=3.9566e-04) (hash(x)=6310687)
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337 train 7.439886 (lr=3.9549e-04) (hash(x)=4733414)
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338 train 7.542549 (lr=3.9531e-04) (hash(x)=6979734)
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339 train 7.344533 (lr=3.9513e-04) (hash(x)=7806284)
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340 train 7.354739 (lr=3.9494e-04) (hash(x)=5080536)
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341 train 7.557064 (lr=3.9475e-04) (hash(x)=7236478)
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342 train 7.489819 (lr=3.9456e-04) (hash(x)=6619318)
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343 train 7.415064 (lr=3.9437e-04) (hash(x)=4656255)
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344 train 7.342458 (lr=3.9417e-04) (hash(x)=5546888)
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345 train 7.797825 (lr=3.9397e-04) (hash(x)=9298325)
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346 train 7.483396 (lr=3.9376e-04) (hash(x)=5994232)
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347 train 7.464743 (lr=3.9356e-04) (hash(x)=6287524)
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348 train 7.583871 (lr=3.9334e-04) (hash(x)=6200049)
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349 train 7.502278 (lr=3.9313e-04) (hash(x)=7895970)
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| 366 |
+
350 val loss 7.4495
|
| 367 |
+
350 val perplexity 1718.9470
|
| 368 |
+
350 train 7.427850 (lr=3.9291e-04) (hash(x)=6051847)
|
| 369 |
+
351 train 7.552623 (lr=3.9269e-04) (hash(x)=8847992)
|
| 370 |
+
352 train 7.923444 (lr=3.9246e-04) (hash(x)=5123883)
|
| 371 |
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353 train 7.526021 (lr=3.9223e-04) (hash(x)=6338998)
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| 372 |
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354 train 7.524910 (lr=3.9200e-04) (hash(x)=5765866)
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| 373 |
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355 train 7.864393 (lr=3.9177e-04) (hash(x)=7104011)
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| 374 |
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356 train 7.587577 (lr=3.9153e-04) (hash(x)=7438267)
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| 375 |
+
357 train 7.320564 (lr=3.9129e-04) (hash(x)=5573214)
|
| 376 |
+
358 train 7.632944 (lr=3.9104e-04) (hash(x)=6897283)
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| 377 |
+
359 train 7.391943 (lr=3.9079e-04) (hash(x)=6882897)
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| 378 |
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360 train 7.533899 (lr=3.9054e-04) (hash(x)=5343615)
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| 379 |
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361 train 7.436355 (lr=3.9029e-04) (hash(x)=5854242)
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| 380 |
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362 train 7.344234 (lr=3.9003e-04) (hash(x)=6317324)
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| 381 |
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363 train 7.275468 (lr=3.8977e-04) (hash(x)=6972494)
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| 382 |
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364 train 7.358955 (lr=3.8950e-04) (hash(x)=5661167)
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| 383 |
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365 train 7.379583 (lr=3.8923e-04) (hash(x)=6796805)
|
| 384 |
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366 train 7.215770 (lr=3.8896e-04) (hash(x)=5817209)
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| 385 |
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367 train 7.265789 (lr=3.8869e-04) (hash(x)=6139120)
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| 386 |
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368 train 7.442384 (lr=3.8841e-04) (hash(x)=6121296)
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| 387 |
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369 train 7.423337 (lr=3.8813e-04) (hash(x)=6486796)
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| 388 |
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370 train 7.342756 (lr=3.8785e-04) (hash(x)=5514645)
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| 389 |
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371 train 7.254919 (lr=3.8756e-04) (hash(x)=5578797)
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| 390 |
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372 train 7.281869 (lr=3.8727e-04) (hash(x)=7651738)
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373 train 7.471611 (lr=3.8697e-04) (hash(x)=6895326)
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374 train 7.485798 (lr=3.8667e-04) (hash(x)=5490256)
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375 train 7.370027 (lr=3.8637e-04) (hash(x)=7783160)
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376 train 7.544970 (lr=3.8607e-04) (hash(x)=5608424)
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377 train 7.333013 (lr=3.8576e-04) (hash(x)=4867625)
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378 train 7.243606 (lr=3.8545e-04) (hash(x)=4655472)
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379 train 7.309593 (lr=3.8514e-04) (hash(x)=6631123)
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| 398 |
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380 train 6.973507 (lr=3.8482e-04) (hash(x)=5751990)
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| 399 |
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381 train 7.271508 (lr=3.8450e-04) (hash(x)=6710965)
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| 400 |
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382 train 7.243104 (lr=3.8418e-04) (hash(x)=5293800)
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| 401 |
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383 train 7.276038 (lr=3.8385e-04) (hash(x)=6294657)
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| 402 |
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384 train 7.443870 (lr=3.8352e-04) (hash(x)=6999538)
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| 403 |
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385 train 7.417187 (lr=3.8319e-04) (hash(x)=5443606)
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| 404 |
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386 train 7.384171 (lr=3.8286e-04) (hash(x)=5650401)
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| 405 |
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387 train 7.408008 (lr=3.8252e-04) (hash(x)=7035770)
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| 406 |
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388 train 7.338608 (lr=3.8217e-04) (hash(x)=6678271)
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| 407 |
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389 train 7.547683 (lr=3.8183e-04) (hash(x)=4899541)
|
| 408 |
+
390 train 7.292682 (lr=3.8148e-04) (hash(x)=5359260)
|
| 409 |
+
391 train 7.294185 (lr=3.8113e-04) (hash(x)=6227120)
|
| 410 |
+
392 train 7.355081 (lr=3.8077e-04) (hash(x)=6643916)
|
| 411 |
+
393 train 7.424819 (lr=3.8042e-04) (hash(x)=5981648)
|
| 412 |
+
394 train 7.377169 (lr=3.8006e-04) (hash(x)=6467540)
|
| 413 |
+
395 train 7.313494 (lr=3.7969e-04) (hash(x)=5558993)
|
| 414 |
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396 train 7.467900 (lr=3.7933e-04) (hash(x)=6698959)
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| 415 |
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397 train 7.292468 (lr=3.7896e-04) (hash(x)=7015671)
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| 416 |
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398 train 7.287083 (lr=3.7858e-04) (hash(x)=6800890)
|
| 417 |
+
399 train 7.448864 (lr=3.7821e-04) (hash(x)=5931234)
|
| 418 |
+
400 val loss 7.3784
|
| 419 |
+
400 val perplexity 1600.9830
|
| 420 |
+
400 train 7.432587 (lr=3.7783e-04) (hash(x)=3995070)
|
| 421 |
+
401 train 7.363217 (lr=3.7744e-04) (hash(x)=4582159)
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| 422 |
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402 train 7.439198 (lr=3.7706e-04) (hash(x)=7081906)
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| 423 |
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403 train 7.332005 (lr=3.7667e-04) (hash(x)=5029472)
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| 424 |
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404 train 7.327302 (lr=3.7628e-04) (hash(x)=3946232)
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| 425 |
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405 train 7.241664 (lr=3.7588e-04) (hash(x)=5434102)
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| 426 |
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406 train 8.010228 (lr=3.7549e-04) (hash(x)=5340646)
|
| 427 |
+
407 train 7.132459 (lr=3.7509e-04) (hash(x)=6810638)
|
| 428 |
+
408 train 7.397131 (lr=3.7468e-04) (hash(x)=6768026)
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| 429 |
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409 train 7.401068 (lr=3.7428e-04) (hash(x)=6521562)
|
| 430 |
+
410 train 7.363834 (lr=3.7387e-04) (hash(x)=4429434)
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| 431 |
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411 train 7.427893 (lr=3.7345e-04) (hash(x)=7226932)
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| 432 |
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412 train 7.236605 (lr=3.7304e-04) (hash(x)=5065932)
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| 433 |
+
413 train 7.369333 (lr=3.7262e-04) (hash(x)=6957849)
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| 434 |
+
414 train 7.363637 (lr=3.7220e-04) (hash(x)=6431457)
|
| 435 |
+
415 train 7.426032 (lr=3.7177e-04) (hash(x)=5334281)
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| 436 |
+
416 train 7.437128 (lr=3.7135e-04) (hash(x)=5471747)
|
| 437 |
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417 train 7.526937 (lr=3.7092e-04) (hash(x)=5887983)
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| 438 |
+
418 train 7.425808 (lr=3.7048e-04) (hash(x)=5075909)
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| 439 |
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419 train 7.241815 (lr=3.7005e-04) (hash(x)=6393576)
|
| 440 |
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420 train 7.371863 (lr=3.6961e-04) (hash(x)=6608979)
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| 441 |
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421 train 7.781045 (lr=3.6917e-04) (hash(x)=5057959)
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| 442 |
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422 train 7.693833 (lr=3.6872e-04) (hash(x)=6414858)
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| 443 |
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423 train 7.466870 (lr=3.6828e-04) (hash(x)=8595271)
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| 444 |
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424 train 7.336835 (lr=3.6782e-04) (hash(x)=6500949)
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| 445 |
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425 train 7.500569 (lr=3.6737e-04) (hash(x)=8395167)
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| 446 |
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426 train 7.617700 (lr=3.6692e-04) (hash(x)=6288420)
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| 447 |
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427 train 7.422984 (lr=3.6646e-04) (hash(x)=7634417)
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| 448 |
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428 train 7.320395 (lr=3.6599e-04) (hash(x)=6795561)
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| 449 |
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429 train 7.226711 (lr=3.6553e-04) (hash(x)=5257771)
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430 train 7.380797 (lr=3.6506e-04) (hash(x)=7506860)
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| 451 |
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431 train 7.427154 (lr=3.6459e-04) (hash(x)=7674238)
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| 452 |
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432 train 7.529054 (lr=3.6412e-04) (hash(x)=5353794)
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| 453 |
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433 train 7.442874 (lr=3.6364e-04) (hash(x)=5300555)
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434 train 7.158638 (lr=3.6316e-04) (hash(x)=5564419)
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| 455 |
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435 train 7.421156 (lr=3.6268e-04) (hash(x)=6066139)
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| 456 |
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436 train 7.384982 (lr=3.6220e-04) (hash(x)=6863709)
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| 457 |
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437 train 7.384432 (lr=3.6171e-04) (hash(x)=6688212)
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| 458 |
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438 train 7.548279 (lr=3.6122e-04) (hash(x)=7095090)
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| 459 |
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439 train 7.637533 (lr=3.6073e-04) (hash(x)=6642404)
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| 460 |
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440 train 7.350913 (lr=3.6023e-04) (hash(x)=6539227)
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| 461 |
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441 train 7.343325 (lr=3.5974e-04) (hash(x)=4961570)
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| 462 |
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442 train 7.282474 (lr=3.5924e-04) (hash(x)=6606391)
|
| 463 |
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443 train 7.081844 (lr=3.5873e-04) (hash(x)=5105190)
|
| 464 |
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444 train 7.669587 (lr=3.5823e-04) (hash(x)=5695997)
|
| 465 |
+
445 train 7.361680 (lr=3.5772e-04) (hash(x)=7155991)
|
| 466 |
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446 train 7.332823 (lr=3.5721e-04) (hash(x)=7249727)
|
| 467 |
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447 train 7.320885 (lr=3.5669e-04) (hash(x)=5132972)
|
| 468 |
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448 train 7.311207 (lr=3.5618e-04) (hash(x)=5381802)
|
| 469 |
+
449 train 7.330151 (lr=3.5566e-04) (hash(x)=6269946)
|
| 470 |
+
450 val loss 7.3349
|
| 471 |
+
450 val perplexity 1532.9175
|
| 472 |
+
450 train 7.304922 (lr=3.5514e-04) (hash(x)=4976762)
|
| 473 |
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451 train 7.394916 (lr=3.5461e-04) (hash(x)=5396133)
|
| 474 |
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452 train 7.351671 (lr=3.5408e-04) (hash(x)=6173473)
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| 475 |
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453 train 7.329982 (lr=3.5355e-04) (hash(x)=6394083)
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| 476 |
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454 train 7.386403 (lr=3.5302e-04) (hash(x)=6436030)
|
| 477 |
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455 train 7.248203 (lr=3.5249e-04) (hash(x)=5237804)
|
| 478 |
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456 train 7.217991 (lr=3.5195e-04) (hash(x)=6540397)
|
| 479 |
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457 train 7.480265 (lr=3.5141e-04) (hash(x)=5216638)
|
| 480 |
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458 train 7.296997 (lr=3.5087e-04) (hash(x)=5750537)
|
| 481 |
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459 train 7.295883 (lr=3.5032e-04) (hash(x)=6735565)
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| 482 |
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460 train 7.305536 (lr=3.4977e-04) (hash(x)=7297488)
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| 483 |
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461 train 7.497890 (lr=3.4922e-04) (hash(x)=5983575)
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| 484 |
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462 train 7.319165 (lr=3.4867e-04) (hash(x)=4808543)
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| 485 |
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463 train 7.431988 (lr=3.4812e-04) (hash(x)=5831619)
|
| 486 |
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464 train 7.193366 (lr=3.4756e-04) (hash(x)=6280052)
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| 487 |
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465 train 7.224925 (lr=3.4700e-04) (hash(x)=9109083)
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| 488 |
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466 train 7.464886 (lr=3.4644e-04) (hash(x)=5848604)
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| 489 |
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467 train 7.403017 (lr=3.4587e-04) (hash(x)=6912967)
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| 490 |
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468 train 7.598088 (lr=3.4530e-04) (hash(x)=6615365)
|
| 491 |
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469 train 7.643711 (lr=3.4473e-04) (hash(x)=5965674)
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| 492 |
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470 train 7.469454 (lr=3.4416e-04) (hash(x)=6879965)
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| 493 |
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471 train 7.434535 (lr=3.4359e-04) (hash(x)=5822533)
|
| 494 |
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472 train 7.317868 (lr=3.4301e-04) (hash(x)=5794462)
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| 495 |
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473 train 7.386673 (lr=3.4243e-04) (hash(x)=5268216)
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| 496 |
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474 train 7.210080 (lr=3.4185e-04) (hash(x)=7058396)
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| 497 |
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475 train 7.314373 (lr=3.4127e-04) (hash(x)=6531900)
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476 train 7.340644 (lr=3.4068e-04) (hash(x)=5878912)
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| 499 |
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477 train 7.157888 (lr=3.4009e-04) (hash(x)=5426499)
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| 500 |
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478 train 7.357786 (lr=3.3950e-04) (hash(x)=8107004)
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| 501 |
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479 train 8.084682 (lr=3.3891e-04) (hash(x)=7455372)
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| 502 |
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480 train 8.043467 (lr=3.3831e-04) (hash(x)=7727959)
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| 503 |
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481 train 8.002517 (lr=3.3771e-04) (hash(x)=8319119)
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| 504 |
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482 train 7.923566 (lr=3.3711e-04) (hash(x)=7581656)
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| 505 |
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483 train 7.973314 (lr=3.3651e-04) (hash(x)=7592128)
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| 506 |
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484 train 7.972460 (lr=3.3590e-04) (hash(x)=10506633)
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| 507 |
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485 train 7.926563 (lr=3.3530e-04) (hash(x)=8704170)
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| 508 |
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486 train 7.699511 (lr=3.3469e-04) (hash(x)=7461138)
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| 509 |
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487 train 7.539885 (lr=3.3408e-04) (hash(x)=7165037)
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| 510 |
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488 train 7.610208 (lr=3.3346e-04) (hash(x)=4976998)
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| 511 |
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489 train 7.311361 (lr=3.3285e-04) (hash(x)=7678000)
|
| 512 |
+
490 train 7.371429 (lr=3.3223e-04) (hash(x)=6299409)
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| 513 |
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491 train 7.297880 (lr=3.3161e-04) (hash(x)=7414788)
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| 514 |
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492 train 7.416718 (lr=3.3099e-04) (hash(x)=5063061)
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| 515 |
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493 train 7.351502 (lr=3.3036e-04) (hash(x)=7326216)
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| 516 |
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494 train 7.483407 (lr=3.2973e-04) (hash(x)=7492012)
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| 517 |
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495 train 7.431917 (lr=3.2911e-04) (hash(x)=5857162)
|
| 518 |
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496 train 7.224462 (lr=3.2847e-04) (hash(x)=6169001)
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| 519 |
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497 train 9.223996 (lr=3.2784e-04) (hash(x)=14715669)
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| 520 |
+
498 train 12.014521 (lr=3.2721e-04) (hash(x)=18256706)
|
| 521 |
+
499 train 11.784342 (lr=3.2657e-04) (hash(x)=16950560)
|
| 522 |
+
500 val loss 7.3506
|
| 523 |
+
500 val perplexity 1557.1532
|
| 524 |
+
500 train 8.058232 (lr=3.2593e-04) (hash(x)=6113563)
|
| 525 |
+
501 train 6.992707 (lr=3.2529e-04) (hash(x)=6159125)
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| 526 |
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502 train 7.386683 (lr=3.2464e-04) (hash(x)=5482303)
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| 527 |
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503 train 7.446765 (lr=3.2400e-04) (hash(x)=5908442)
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| 528 |
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504 train 7.311045 (lr=3.2335e-04) (hash(x)=4985045)
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| 529 |
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505 train 7.238109 (lr=3.2270e-04) (hash(x)=6668887)
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| 530 |
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506 train 7.326504 (lr=3.2205e-04) (hash(x)=6123910)
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| 531 |
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507 train 7.395772 (lr=3.2140e-04) (hash(x)=7662975)
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| 532 |
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508 train 7.346252 (lr=3.2074e-04) (hash(x)=7191898)
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| 533 |
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509 train 7.294250 (lr=3.2008e-04) (hash(x)=6669539)
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| 534 |
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510 train 7.358017 (lr=3.1943e-04) (hash(x)=6557481)
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| 535 |
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511 train 7.255944 (lr=3.1876e-04) (hash(x)=5015998)
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| 536 |
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512 train 7.317005 (lr=3.1810e-04) (hash(x)=4964540)
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| 537 |
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513 train 7.142015 (lr=3.1744e-04) (hash(x)=5458386)
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| 538 |
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514 train 7.541059 (lr=3.1677e-04) (hash(x)=6077616)
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| 539 |
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515 train 7.268070 (lr=3.1610e-04) (hash(x)=4849847)
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| 540 |
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516 train 7.318647 (lr=3.1543e-04) (hash(x)=5431422)
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| 541 |
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517 train 7.528705 (lr=3.1476e-04) (hash(x)=5125562)
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518 train 7.420020 (lr=3.1408e-04) (hash(x)=5587715)
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| 543 |
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519 train 7.478749 (lr=3.1341e-04) (hash(x)=6012047)
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| 544 |
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520 train 7.329851 (lr=3.1273e-04) (hash(x)=5668436)
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| 545 |
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521 train 7.361660 (lr=3.1205e-04) (hash(x)=6079364)
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| 546 |
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522 train 7.473340 (lr=3.1137e-04) (hash(x)=5200504)
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| 547 |
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523 train 7.210963 (lr=3.1069e-04) (hash(x)=6030395)
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| 548 |
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524 train 7.451573 (lr=3.1000e-04) (hash(x)=6855319)
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525 train 7.225374 (lr=3.0931e-04) (hash(x)=6781762)
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526 train 7.378330 (lr=3.0862e-04) (hash(x)=6717939)
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527 train 7.363630 (lr=3.0793e-04) (hash(x)=5238325)
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528 train 7.265601 (lr=3.0724e-04) (hash(x)=5808069)
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| 553 |
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529 train 7.628414 (lr=3.0655e-04) (hash(x)=8611144)
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530 train 7.271699 (lr=3.0585e-04) (hash(x)=6028738)
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531 train 7.303637 (lr=3.0516e-04) (hash(x)=6901605)
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532 train 7.242479 (lr=3.0446e-04) (hash(x)=6723307)
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| 557 |
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533 train 7.365186 (lr=3.0376e-04) (hash(x)=5499337)
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| 558 |
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534 train 7.286484 (lr=3.0306e-04) (hash(x)=6586372)
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| 559 |
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535 train 7.408593 (lr=3.0235e-04) (hash(x)=7134874)
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| 560 |
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536 train 7.297486 (lr=3.0165e-04) (hash(x)=8415623)
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537 train 7.330126 (lr=3.0094e-04) (hash(x)=6149038)
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| 562 |
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538 train 7.363118 (lr=3.0023e-04) (hash(x)=6078325)
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539 train 7.337748 (lr=2.9952e-04) (hash(x)=6609760)
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| 564 |
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540 train 7.231339 (lr=2.9881e-04) (hash(x)=6185253)
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541 train 7.614024 (lr=2.9810e-04) (hash(x)=6652627)
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| 566 |
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542 train 7.417749 (lr=2.9738e-04) (hash(x)=7758536)
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| 567 |
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543 train 7.380561 (lr=2.9667e-04) (hash(x)=8618579)
|
| 568 |
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544 train 7.360254 (lr=2.9595e-04) (hash(x)=6710226)
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| 569 |
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545 train 7.206186 (lr=2.9523e-04) (hash(x)=5896892)
|
| 570 |
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546 train 7.224288 (lr=2.9451e-04) (hash(x)=6332995)
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| 571 |
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547 train 7.649704 (lr=2.9379e-04) (hash(x)=8945854)
|
| 572 |
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548 train 7.222267 (lr=2.9307e-04) (hash(x)=4329129)
|
| 573 |
+
549 train 7.260049 (lr=2.9234e-04) (hash(x)=6775103)
|
| 574 |
+
550 val loss 7.2928
|
| 575 |
+
550 val perplexity 1469.7389
|
| 576 |
+
550 train 7.375446 (lr=2.9162e-04) (hash(x)=4465735)
|
| 577 |
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567 train 7.331893 (lr=2.7908e-04) (hash(x)=5927795)
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569 train 7.303408 (lr=2.7758e-04) (hash(x)=8438033)
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571 train 7.299306 (lr=2.7607e-04) (hash(x)=5684788)
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572 train 7.192412 (lr=2.7532e-04) (hash(x)=6272055)
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580 train 7.283853 (lr=2.6926e-04) (hash(x)=5841684)
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590 train 7.572512 (lr=2.6160e-04) (hash(x)=4829700)
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591 train 7.071661 (lr=2.6083e-04) (hash(x)=4547106)
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592 train 7.374060 (lr=2.6005e-04) (hash(x)=7686831)
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593 train 7.254583 (lr=2.5928e-04) (hash(x)=6433099)
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| 620 |
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594 train 7.109669 (lr=2.5851e-04) (hash(x)=4826460)
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595 train 7.211390 (lr=2.5773e-04) (hash(x)=6424428)
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596 train 7.095765 (lr=2.5696e-04) (hash(x)=6073605)
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597 train 7.441885 (lr=2.5618e-04) (hash(x)=5975712)
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| 625 |
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599 train 7.353360 (lr=2.5463e-04) (hash(x)=5458532)
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| 626 |
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600 val loss 7.2687
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| 627 |
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600 val perplexity 1434.7274
|
| 628 |
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600 train 7.190872 (lr=2.5385e-04) (hash(x)=7823919)
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| 629 |
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601 train 7.637245 (lr=2.5307e-04) (hash(x)=7002774)
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| 630 |
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602 train 7.428175 (lr=2.5230e-04) (hash(x)=7056399)
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603 train 7.637279 (lr=2.5152e-04) (hash(x)=8206173)
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604 train 7.469888 (lr=2.5074e-04) (hash(x)=8034846)
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605 train 7.767740 (lr=2.4996e-04) (hash(x)=7784971)
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| 634 |
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606 train 7.912747 (lr=2.4917e-04) (hash(x)=7118076)
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| 635 |
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607 train 7.200405 (lr=2.4839e-04) (hash(x)=6001843)
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608 train 7.297425 (lr=2.4761e-04) (hash(x)=5582437)
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609 train 7.408721 (lr=2.4683e-04) (hash(x)=5698642)
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610 train 7.256955 (lr=2.4604e-04) (hash(x)=6615301)
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611 train 7.261686 (lr=2.4526e-04) (hash(x)=6600751)
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612 train 7.176589 (lr=2.4448e-04) (hash(x)=6880955)
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613 train 7.233938 (lr=2.4369e-04) (hash(x)=5804610)
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614 train 7.166404 (lr=2.4291e-04) (hash(x)=6263347)
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615 train 7.125833 (lr=2.4212e-04) (hash(x)=5162652)
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616 train 7.184370 (lr=2.4133e-04) (hash(x)=6055710)
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617 train 7.140441 (lr=2.4055e-04) (hash(x)=5297006)
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618 train 7.168477 (lr=2.3976e-04) (hash(x)=5923648)
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619 train 7.176470 (lr=2.3897e-04) (hash(x)=6728323)
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620 train 7.185227 (lr=2.3818e-04) (hash(x)=6660239)
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621 train 7.154287 (lr=2.3740e-04) (hash(x)=3964882)
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622 train 7.203990 (lr=2.3661e-04) (hash(x)=5868942)
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623 train 7.118853 (lr=2.3582e-04) (hash(x)=6735993)
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624 train 7.468281 (lr=2.3503e-04) (hash(x)=5926190)
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625 train 7.150704 (lr=2.3424e-04) (hash(x)=5150316)
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626 train 7.166037 (lr=2.3345e-04) (hash(x)=7571467)
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627 train 7.072007 (lr=2.3266e-04) (hash(x)=5220448)
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628 train 7.086149 (lr=2.3187e-04) (hash(x)=6790397)
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629 train 7.560840 (lr=2.3108e-04) (hash(x)=6971289)
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630 train 7.514282 (lr=2.3029e-04) (hash(x)=7123359)
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631 train 7.295150 (lr=2.2950e-04) (hash(x)=5012069)
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632 train 7.258813 (lr=2.2871e-04) (hash(x)=6183574)
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633 train 7.152743 (lr=2.2792e-04) (hash(x)=6576136)
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634 train 7.178514 (lr=2.2713e-04) (hash(x)=6157346)
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635 train 7.171775 (lr=2.2633e-04) (hash(x)=6077647)
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636 train 7.413737 (lr=2.2554e-04) (hash(x)=8369488)
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637 train 7.205590 (lr=2.2475e-04) (hash(x)=6032381)
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| 666 |
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638 train 7.130117 (lr=2.2396e-04) (hash(x)=5924756)
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| 667 |
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639 train 7.171339 (lr=2.2317e-04) (hash(x)=8410716)
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| 668 |
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640 train 7.155844 (lr=2.2238e-04) (hash(x)=5803440)
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| 669 |
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641 train 7.248858 (lr=2.2158e-04) (hash(x)=6212516)
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| 670 |
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642 train 7.325352 (lr=2.2079e-04) (hash(x)=7165945)
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| 671 |
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643 train 7.037984 (lr=2.2000e-04) (hash(x)=5298545)
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| 672 |
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644 train 7.292557 (lr=2.1921e-04) (hash(x)=6281739)
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| 673 |
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645 train 7.257489 (lr=2.1842e-04) (hash(x)=5779073)
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| 674 |
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646 train 7.117522 (lr=2.1762e-04) (hash(x)=5090107)
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| 675 |
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647 train 7.184642 (lr=2.1683e-04) (hash(x)=6340947)
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| 676 |
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648 train 6.941740 (lr=2.1604e-04) (hash(x)=4741418)
|
| 677 |
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649 train 6.861466 (lr=2.1525e-04) (hash(x)=6530441)
|
| 678 |
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650 val loss 7.2342
|
| 679 |
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650 val perplexity 1386.0918
|
| 680 |
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650 train 7.399755 (lr=2.1446e-04) (hash(x)=6396041)
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| 681 |
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651 train 7.084840 (lr=2.1367e-04) (hash(x)=7818007)
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| 682 |
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652 train 7.090919 (lr=2.1287e-04) (hash(x)=6478457)
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653 train 7.159522 (lr=2.1208e-04) (hash(x)=6277435)
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654 train 7.123230 (lr=2.1129e-04) (hash(x)=6042369)
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655 train 7.139806 (lr=2.1050e-04) (hash(x)=6226320)
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| 686 |
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656 train 7.160164 (lr=2.0971e-04) (hash(x)=5826883)
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| 687 |
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657 train 7.271748 (lr=2.0892e-04) (hash(x)=5463751)
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| 688 |
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658 train 7.191085 (lr=2.0813e-04) (hash(x)=6433080)
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| 689 |
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659 train 7.041486 (lr=2.0734e-04) (hash(x)=6579329)
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| 690 |
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660 train 7.062831 (lr=2.0655e-04) (hash(x)=4724703)
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| 691 |
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661 train 7.415412 (lr=2.0576e-04) (hash(x)=6660540)
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| 692 |
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662 train 7.218508 (lr=2.0497e-04) (hash(x)=5918756)
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| 693 |
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663 train 7.151925 (lr=2.0418e-04) (hash(x)=6491272)
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| 694 |
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664 train 7.080535 (lr=2.0339e-04) (hash(x)=5452863)
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| 695 |
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665 train 7.272725 (lr=2.0260e-04) (hash(x)=6766947)
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| 696 |
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666 train 7.634573 (lr=2.0182e-04) (hash(x)=7459504)
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| 697 |
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667 train 7.294215 (lr=2.0103e-04) (hash(x)=3721218)
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| 698 |
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668 train 7.465971 (lr=2.0024e-04) (hash(x)=7929571)
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| 699 |
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669 train 7.136056 (lr=1.9945e-04) (hash(x)=5229898)
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| 700 |
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670 train 7.182530 (lr=1.9867e-04) (hash(x)=6083090)
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| 701 |
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671 train 7.041215 (lr=1.9788e-04) (hash(x)=6054428)
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672 train 7.194268 (lr=1.9709e-04) (hash(x)=6072563)
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673 train 7.283079 (lr=1.9631e-04) (hash(x)=6290464)
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674 train 7.396589 (lr=1.9552e-04) (hash(x)=6314742)
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675 train 7.069119 (lr=1.9474e-04) (hash(x)=6904498)
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676 train 7.215933 (lr=1.9396e-04) (hash(x)=5378107)
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677 train 7.333801 (lr=1.9317e-04) (hash(x)=7765805)
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678 train 7.147527 (lr=1.9239e-04) (hash(x)=5871280)
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| 709 |
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679 train 7.303738 (lr=1.9161e-04) (hash(x)=6543764)
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680 train 7.144301 (lr=1.9083e-04) (hash(x)=7369665)
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| 711 |
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681 train 7.253389 (lr=1.9004e-04) (hash(x)=7204955)
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682 train 7.201522 (lr=1.8926e-04) (hash(x)=5856543)
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683 train 7.077721 (lr=1.8848e-04) (hash(x)=4423711)
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684 train 7.056482 (lr=1.8770e-04) (hash(x)=5818153)
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685 train 7.152046 (lr=1.8693e-04) (hash(x)=5343477)
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686 train 7.346313 (lr=1.8615e-04) (hash(x)=6581702)
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687 train 7.176725 (lr=1.8537e-04) (hash(x)=6595856)
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688 train 7.104743 (lr=1.8459e-04) (hash(x)=5325378)
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| 719 |
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689 train 7.037066 (lr=1.8382e-04) (hash(x)=7229015)
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| 720 |
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690 train 7.196552 (lr=1.8304e-04) (hash(x)=5918186)
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| 721 |
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691 train 7.068548 (lr=1.8227e-04) (hash(x)=5916034)
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| 722 |
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692 train 7.093777 (lr=1.8149e-04) (hash(x)=5280722)
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| 723 |
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693 train 7.472866 (lr=1.8072e-04) (hash(x)=6939521)
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| 724 |
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694 train 7.223158 (lr=1.7995e-04) (hash(x)=5172566)
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| 725 |
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695 train 7.084385 (lr=1.7917e-04) (hash(x)=5492185)
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| 726 |
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696 train 6.955538 (lr=1.7840e-04) (hash(x)=5779011)
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| 727 |
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697 train 7.224815 (lr=1.7763e-04) (hash(x)=6898006)
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| 728 |
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698 train 7.055333 (lr=1.7686e-04) (hash(x)=5779217)
|
| 729 |
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699 train 6.919622 (lr=1.7610e-04) (hash(x)=5462008)
|
| 730 |
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700 val loss 7.2164
|
| 731 |
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700 val perplexity 1361.5625
|
| 732 |
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700 train 7.072332 (lr=1.7533e-04) (hash(x)=6243843)
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| 733 |
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701 train 7.131474 (lr=1.7456e-04) (hash(x)=7821902)
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| 734 |
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702 train 7.196996 (lr=1.7380e-04) (hash(x)=5222501)
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703 train 7.155895 (lr=1.7303e-04) (hash(x)=6608108)
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| 736 |
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704 train 7.264574 (lr=1.7227e-04) (hash(x)=7602879)
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705 train 7.193008 (lr=1.7150e-04) (hash(x)=6295394)
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| 738 |
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706 train 7.152050 (lr=1.7074e-04) (hash(x)=6579907)
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707 train 7.041983 (lr=1.6998e-04) (hash(x)=6803449)
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708 train 7.111906 (lr=1.6922e-04) (hash(x)=5413733)
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| 741 |
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709 train 7.073820 (lr=1.6846e-04) (hash(x)=7444134)
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710 train 7.233346 (lr=1.6770e-04) (hash(x)=7028652)
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711 train 7.037975 (lr=1.6694e-04) (hash(x)=5361923)
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712 train 7.141428 (lr=1.6619e-04) (hash(x)=5478293)
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| 745 |
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713 train 7.123958 (lr=1.6543e-04) (hash(x)=7803039)
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714 train 7.308537 (lr=1.6468e-04) (hash(x)=6469017)
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715 train 7.208521 (lr=1.6393e-04) (hash(x)=7042578)
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716 train 7.267323 (lr=1.6317e-04) (hash(x)=6927957)
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717 train 7.069807 (lr=1.6242e-04) (hash(x)=6647007)
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718 train 7.038350 (lr=1.6167e-04) (hash(x)=6230888)
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719 train 7.319347 (lr=1.6092e-04) (hash(x)=6303658)
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720 train 7.342918 (lr=1.6018e-04) (hash(x)=6769880)
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721 train 7.181073 (lr=1.5943e-04) (hash(x)=6158927)
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722 train 7.158894 (lr=1.5868e-04) (hash(x)=5991631)
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723 train 7.033717 (lr=1.5794e-04) (hash(x)=6419656)
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725 train 6.981717 (lr=1.5646e-04) (hash(x)=7891271)
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726 train 7.347407 (lr=1.5572e-04) (hash(x)=7171433)
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727 train 7.125878 (lr=1.5498e-04) (hash(x)=7099888)
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728 train 7.128310 (lr=1.5424e-04) (hash(x)=6103730)
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| 761 |
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729 train 7.235734 (lr=1.5350e-04) (hash(x)=6352424)
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730 train 7.133034 (lr=1.5277e-04) (hash(x)=4893671)
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731 train 7.091638 (lr=1.5203e-04) (hash(x)=5863145)
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732 train 7.193548 (lr=1.5130e-04) (hash(x)=5502233)
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733 train 7.107647 (lr=1.5057e-04) (hash(x)=6844597)
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734 train 7.123130 (lr=1.4984e-04) (hash(x)=6744526)
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735 train 7.267018 (lr=1.4911e-04) (hash(x)=6009861)
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736 train 7.126598 (lr=1.4838e-04) (hash(x)=6152358)
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737 train 7.054047 (lr=1.4766e-04) (hash(x)=5374957)
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738 train 7.081131 (lr=1.4693e-04) (hash(x)=6495309)
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739 train 7.229886 (lr=1.4621e-04) (hash(x)=3923225)
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740 train 7.007717 (lr=1.4549e-04) (hash(x)=6255243)
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741 train 7.162672 (lr=1.4477e-04) (hash(x)=5848862)
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742 train 7.171687 (lr=1.4405e-04) (hash(x)=4535000)
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743 train 7.044148 (lr=1.4333e-04) (hash(x)=4440634)
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744 train 7.043993 (lr=1.4262e-04) (hash(x)=5222077)
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745 train 7.089469 (lr=1.4190e-04) (hash(x)=4788998)
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746 train 7.086133 (lr=1.4119e-04) (hash(x)=6108350)
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747 train 7.002780 (lr=1.4048e-04) (hash(x)=7378165)
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748 train 7.083867 (lr=1.3977e-04) (hash(x)=5475646)
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| 781 |
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749 train 7.081274 (lr=1.3906e-04) (hash(x)=4771243)
|
| 782 |
+
750 val loss 7.1958
|
| 783 |
+
750 val perplexity 1333.7659
|
| 784 |
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750 train 6.975585 (lr=1.3835e-04) (hash(x)=6668088)
|
| 785 |
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751 train 7.192849 (lr=1.3765e-04) (hash(x)=5716089)
|
| 786 |
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752 train 7.151796 (lr=1.3694e-04) (hash(x)=6991946)
|
| 787 |
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753 train 7.062603 (lr=1.3624e-04) (hash(x)=7991009)
|
| 788 |
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754 train 7.149424 (lr=1.3554e-04) (hash(x)=6037018)
|
| 789 |
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755 train 7.115553 (lr=1.3484e-04) (hash(x)=5348607)
|
| 790 |
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756 train 7.266709 (lr=1.3415e-04) (hash(x)=5190526)
|
| 791 |
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757 train 7.138197 (lr=1.3345e-04) (hash(x)=6036146)
|
| 792 |
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758 train 7.033880 (lr=1.3276e-04) (hash(x)=5329783)
|
| 793 |
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759 train 7.137833 (lr=1.3207e-04) (hash(x)=6658718)
|
| 794 |
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760 train 7.036718 (lr=1.3138e-04) (hash(x)=4820939)
|
| 795 |
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761 train 7.045386 (lr=1.3069e-04) (hash(x)=6176253)
|
| 796 |
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762 train 7.003334 (lr=1.3000e-04) (hash(x)=5316750)
|
| 797 |
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763 train 7.104775 (lr=1.2931e-04) (hash(x)=4542895)
|
| 798 |
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764 train 6.868597 (lr=1.2863e-04) (hash(x)=5395673)
|
| 799 |
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765 train 6.986865 (lr=1.2795e-04) (hash(x)=5549073)
|
| 800 |
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766 train 7.255738 (lr=1.2727e-04) (hash(x)=5233723)
|
| 801 |
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767 train 7.305648 (lr=1.2659e-04) (hash(x)=5342783)
|
| 802 |
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768 train 7.237090 (lr=1.2592e-04) (hash(x)=5552448)
|
| 803 |
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769 train 7.376866 (lr=1.2524e-04) (hash(x)=6549546)
|
| 804 |
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770 train 7.020038 (lr=1.2457e-04) (hash(x)=3816493)
|
| 805 |
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771 train 7.054595 (lr=1.2390e-04) (hash(x)=6170599)
|
| 806 |
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772 train 7.553206 (lr=1.2323e-04) (hash(x)=6708759)
|
| 807 |
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773 train 7.161798 (lr=1.2256e-04) (hash(x)=8483134)
|
| 808 |
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774 train 7.740232 (lr=1.2190e-04) (hash(x)=5583732)
|
| 809 |
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775 train 7.171287 (lr=1.2124e-04) (hash(x)=4865036)
|
| 810 |
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776 train 7.080164 (lr=1.2057e-04) (hash(x)=7234336)
|
| 811 |
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777 train 7.157468 (lr=1.1992e-04) (hash(x)=4433890)
|
| 812 |
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778 train 7.468447 (lr=1.1926e-04) (hash(x)=7484636)
|
| 813 |
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779 train 7.882348 (lr=1.1860e-04) (hash(x)=6738597)
|
| 814 |
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780 train 7.116121 (lr=1.1795e-04) (hash(x)=6752421)
|
| 815 |
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781 train 7.308029 (lr=1.1730e-04) (hash(x)=5459620)
|
| 816 |
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782 train 7.220198 (lr=1.1665e-04) (hash(x)=6718131)
|
| 817 |
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783 train 7.192760 (lr=1.1600e-04) (hash(x)=4604074)
|
| 818 |
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784 train 7.066220 (lr=1.1536e-04) (hash(x)=5946124)
|
| 819 |
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785 train 7.350662 (lr=1.1471e-04) (hash(x)=8045501)
|
| 820 |
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786 train 7.442341 (lr=1.1407e-04) (hash(x)=5712725)
|
| 821 |
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787 train 7.169938 (lr=1.1343e-04) (hash(x)=6176464)
|
| 822 |
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788 train 7.217295 (lr=1.1279e-04) (hash(x)=6276702)
|
| 823 |
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789 train 7.029304 (lr=1.1216e-04) (hash(x)=6127317)
|
| 824 |
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790 train 7.185762 (lr=1.1153e-04) (hash(x)=7221374)
|
| 825 |
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791 train 7.154645 (lr=1.1089e-04) (hash(x)=5571462)
|
| 826 |
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792 train 7.176119 (lr=1.1027e-04) (hash(x)=7518021)
|
| 827 |
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793 train 7.164327 (lr=1.0964e-04) (hash(x)=6640755)
|
| 828 |
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794 train 7.236927 (lr=1.0901e-04) (hash(x)=6870405)
|
| 829 |
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795 train 7.213480 (lr=1.0839e-04) (hash(x)=6147295)
|
| 830 |
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796 train 7.096205 (lr=1.0777e-04) (hash(x)=6782583)
|
| 831 |
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797 train 7.221269 (lr=1.0715e-04) (hash(x)=6120461)
|
| 832 |
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798 train 7.153096 (lr=1.0654e-04) (hash(x)=5893870)
|
| 833 |
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799 train 7.097794 (lr=1.0592e-04) (hash(x)=5123928)
|
| 834 |
+
800 val loss 7.1858
|
| 835 |
+
800 val perplexity 1320.5674
|
| 836 |
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800 train 7.167883 (lr=1.0531e-04) (hash(x)=7037251)
|
| 837 |
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801 train 7.153453 (lr=1.0470e-04) (hash(x)=5428813)
|
| 838 |
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802 train 7.104988 (lr=1.0410e-04) (hash(x)=5550387)
|
| 839 |
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803 train 7.164821 (lr=1.0349e-04) (hash(x)=6448586)
|
| 840 |
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804 train 7.310443 (lr=1.0289e-04) (hash(x)=5916934)
|
| 841 |
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805 train 7.270067 (lr=1.0229e-04) (hash(x)=8116987)
|
| 842 |
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806 train 7.249178 (lr=1.0169e-04) (hash(x)=6210899)
|
| 843 |
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807 train 7.352675 (lr=1.0109e-04) (hash(x)=5974342)
|
| 844 |
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808 train 7.341385 (lr=1.0050e-04) (hash(x)=7236199)
|
| 845 |
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809 train 7.272756 (lr=9.9910e-05) (hash(x)=5261336)
|
| 846 |
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810 train 7.091850 (lr=9.9321e-05) (hash(x)=6310720)
|
| 847 |
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811 train 7.140950 (lr=9.8735e-05) (hash(x)=5307056)
|
| 848 |
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812 train 6.960600 (lr=9.8151e-05) (hash(x)=7356633)
|
| 849 |
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813 train 7.095349 (lr=9.7569e-05) (hash(x)=5865119)
|
| 850 |
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814 train 6.991228 (lr=9.6990e-05) (hash(x)=5979205)
|
| 851 |
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815 train 7.159368 (lr=9.6413e-05) (hash(x)=6672380)
|
| 852 |
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816 train 7.143548 (lr=9.5838e-05) (hash(x)=5565030)
|
| 853 |
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817 train 7.114964 (lr=9.5266e-05) (hash(x)=6886810)
|
| 854 |
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818 train 7.167445 (lr=9.4696e-05) (hash(x)=5926478)
|
| 855 |
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819 train 7.377586 (lr=9.4129e-05) (hash(x)=6564071)
|
| 856 |
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820 train 6.997161 (lr=9.3564e-05) (hash(x)=5024280)
|
| 857 |
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821 train 6.998382 (lr=9.3001e-05) (hash(x)=7705089)
|
| 858 |
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822 train 6.974398 (lr=9.2441e-05) (hash(x)=4037371)
|
| 859 |
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823 train 7.087169 (lr=9.1884e-05) (hash(x)=5773073)
|
| 860 |
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824 train 7.102084 (lr=9.1328e-05) (hash(x)=7158139)
|
| 861 |
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825 train 6.941420 (lr=9.0776e-05) (hash(x)=5905976)
|
| 862 |
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826 train 7.371319 (lr=9.0226e-05) (hash(x)=13897369)
|
| 863 |
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827 train 8.487906 (lr=8.9678e-05) (hash(x)=6936653)
|
| 864 |
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828 train 7.124721 (lr=8.9133e-05) (hash(x)=6592246)
|
| 865 |
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829 train 7.107628 (lr=8.8591e-05) (hash(x)=6592773)
|
| 866 |
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830 train 7.165405 (lr=8.8051e-05) (hash(x)=5461178)
|
| 867 |
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831 train 6.931377 (lr=8.7513e-05) (hash(x)=6796551)
|
| 868 |
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832 train 7.151716 (lr=8.6978e-05) (hash(x)=4721691)
|
| 869 |
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833 train 7.071537 (lr=8.6446e-05) (hash(x)=6151589)
|
| 870 |
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834 train 7.216248 (lr=8.5916e-05) (hash(x)=7008995)
|
| 871 |
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835 train 7.537697 (lr=8.5389e-05) (hash(x)=7045164)
|
| 872 |
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836 train 7.138468 (lr=8.4865e-05) (hash(x)=6614221)
|
| 873 |
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837 train 7.166931 (lr=8.4343e-05) (hash(x)=6650506)
|
| 874 |
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838 train 6.991625 (lr=8.3824e-05) (hash(x)=6363762)
|
| 875 |
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839 train 7.156168 (lr=8.3307e-05) (hash(x)=7839748)
|
| 876 |
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840 train 7.092438 (lr=8.2793e-05) (hash(x)=5124077)
|
| 877 |
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841 train 7.521439 (lr=8.2282e-05) (hash(x)=6028671)
|
| 878 |
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842 train 7.002462 (lr=8.1773e-05) (hash(x)=5427175)
|
| 879 |
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843 train 7.344855 (lr=8.1267e-05) (hash(x)=6118408)
|
| 880 |
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844 train 7.103992 (lr=8.0764e-05) (hash(x)=6022552)
|
| 881 |
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845 train 7.126197 (lr=8.0263e-05) (hash(x)=5757526)
|
| 882 |
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846 train 7.593597 (lr=7.9765e-05) (hash(x)=6476549)
|
| 883 |
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847 train 6.912841 (lr=7.9270e-05) (hash(x)=6030172)
|
| 884 |
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848 train 7.301657 (lr=7.8778e-05) (hash(x)=5917229)
|
| 885 |
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849 train 7.360444 (lr=7.8288e-05) (hash(x)=6719882)
|
| 886 |
+
850 val loss 7.1740
|
| 887 |
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850 val perplexity 1305.0623
|
| 888 |
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850 train 7.220369 (lr=7.7801e-05) (hash(x)=5441498)
|
| 889 |
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851 train 7.072789 (lr=7.7317e-05) (hash(x)=5028050)
|
| 890 |
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852 train 7.136975 (lr=7.6836e-05) (hash(x)=8487491)
|
| 891 |
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853 train 7.131804 (lr=7.6357e-05) (hash(x)=5682910)
|
| 892 |
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854 train 7.330167 (lr=7.5881e-05) (hash(x)=6781362)
|
| 893 |
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855 train 7.146786 (lr=7.5408e-05) (hash(x)=5747891)
|
| 894 |
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856 train 7.178394 (lr=7.4938e-05) (hash(x)=7627661)
|
| 895 |
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857 train 6.840408 (lr=7.4470e-05) (hash(x)=5734208)
|
| 896 |
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858 train 7.005817 (lr=7.4005e-05) (hash(x)=6162015)
|
| 897 |
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859 train 7.214223 (lr=7.3544e-05) (hash(x)=7024381)
|
| 898 |
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860 train 7.427608 (lr=7.3085e-05) (hash(x)=5198498)
|
| 899 |
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861 train 7.415044 (lr=7.2628e-05) (hash(x)=7814361)
|
| 900 |
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862 train 7.261909 (lr=7.2175e-05) (hash(x)=7394995)
|
| 901 |
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863 train 7.165792 (lr=7.1725e-05) (hash(x)=5765893)
|
| 902 |
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864 train 6.968561 (lr=7.1277e-05) (hash(x)=4990435)
|
| 903 |
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865 train 7.116785 (lr=7.0832e-05) (hash(x)=5572048)
|
| 904 |
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866 train 7.261439 (lr=7.0390e-05) (hash(x)=7093293)
|
| 905 |
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867 train 7.137643 (lr=6.9952e-05) (hash(x)=5610058)
|
| 906 |
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868 train 7.045588 (lr=6.9516e-05) (hash(x)=6771468)
|
| 907 |
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869 train 7.076818 (lr=6.9082e-05) (hash(x)=4459483)
|
| 908 |
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870 train 6.974629 (lr=6.8652e-05) (hash(x)=4926546)
|
| 909 |
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871 train 7.073829 (lr=6.8225e-05) (hash(x)=6758411)
|
| 910 |
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872 train 7.050490 (lr=6.7801e-05) (hash(x)=7394277)
|
| 911 |
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873 train 7.176453 (lr=6.7379e-05) (hash(x)=6701381)
|
| 912 |
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874 train 7.527780 (lr=6.6961e-05) (hash(x)=8120966)
|
| 913 |
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875 train 7.029181 (lr=6.6545e-05) (hash(x)=5416400)
|
| 914 |
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876 train 7.045394 (lr=6.6133e-05) (hash(x)=6292778)
|
| 915 |
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877 train 6.982659 (lr=6.5723e-05) (hash(x)=5919569)
|
| 916 |
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878 train 7.292915 (lr=6.5317e-05) (hash(x)=7561740)
|
| 917 |
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879 train 7.048343 (lr=6.4913e-05) (hash(x)=5282870)
|
| 918 |
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880 train 7.077844 (lr=6.4513e-05) (hash(x)=5473238)
|
| 919 |
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881 train 6.951062 (lr=6.4115e-05) (hash(x)=8072181)
|
| 920 |
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882 train 6.977979 (lr=6.3721e-05) (hash(x)=6757322)
|
| 921 |
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883 train 6.942024 (lr=6.3329e-05) (hash(x)=7996770)
|
| 922 |
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884 train 7.021532 (lr=6.2941e-05) (hash(x)=3181021)
|
| 923 |
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885 train 7.057776 (lr=6.2556e-05) (hash(x)=5093519)
|
| 924 |
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886 train 7.053750 (lr=6.2173e-05) (hash(x)=5391352)
|
| 925 |
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887 train 7.087307 (lr=6.1794e-05) (hash(x)=6270917)
|
| 926 |
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888 train 7.082528 (lr=6.1418e-05) (hash(x)=5818195)
|
| 927 |
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889 train 6.850028 (lr=6.1045e-05) (hash(x)=5852780)
|
| 928 |
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890 train 6.771029 (lr=6.0675e-05) (hash(x)=5777928)
|
| 929 |
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891 train 6.941120 (lr=6.0308e-05) (hash(x)=5327728)
|
| 930 |
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892 train 6.976896 (lr=5.9944e-05) (hash(x)=7651281)
|
| 931 |
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893 train 7.194061 (lr=5.9583e-05) (hash(x)=6260765)
|
| 932 |
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894 train 7.064901 (lr=5.9225e-05) (hash(x)=6265102)
|
| 933 |
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895 train 7.251947 (lr=5.8871e-05) (hash(x)=6212894)
|
| 934 |
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896 train 7.007589 (lr=5.8519e-05) (hash(x)=6901967)
|
| 935 |
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897 train 7.082289 (lr=5.8171e-05) (hash(x)=6724010)
|
| 936 |
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898 train 7.069149 (lr=5.7826e-05) (hash(x)=6299033)
|
| 937 |
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899 train 7.237507 (lr=5.7484e-05) (hash(x)=6059934)
|
| 938 |
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900 val loss 7.1657
|
| 939 |
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900 val perplexity 1294.3068
|
| 940 |
+
900 train 6.943421 (lr=5.7145e-05) (hash(x)=6029696)
|
| 941 |
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901 train 6.854955 (lr=5.6809e-05) (hash(x)=5587382)
|
| 942 |
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902 train 7.071787 (lr=5.6476e-05) (hash(x)=5890076)
|
| 943 |
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903 train 6.993479 (lr=5.6147e-05) (hash(x)=7274108)
|
| 944 |
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904 train 7.086677 (lr=5.5821e-05) (hash(x)=7975528)
|
| 945 |
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905 train 7.135279 (lr=5.5497e-05) (hash(x)=6085396)
|
| 946 |
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906 train 7.020583 (lr=5.5178e-05) (hash(x)=6724496)
|
| 947 |
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907 train 7.017730 (lr=5.4861e-05) (hash(x)=4784666)
|
| 948 |
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908 train 7.009595 (lr=5.4547e-05) (hash(x)=7193845)
|
| 949 |
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909 train 7.177256 (lr=5.4237e-05) (hash(x)=6288638)
|
| 950 |
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910 train 7.141451 (lr=5.3930e-05) (hash(x)=5685285)
|
| 951 |
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911 train 7.123322 (lr=5.3626e-05) (hash(x)=7714288)
|
| 952 |
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912 train 7.217126 (lr=5.3325e-05) (hash(x)=5983679)
|
| 953 |
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913 train 7.159458 (lr=5.3028e-05) (hash(x)=5534748)
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| 954 |
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914 train 7.093553 (lr=5.2734e-05) (hash(x)=6545471)
|
| 955 |
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915 train 7.090096 (lr=5.2443e-05) (hash(x)=6361270)
|
| 956 |
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916 train 7.092950 (lr=5.2155e-05) (hash(x)=6257744)
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| 957 |
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917 train 7.096164 (lr=5.1871e-05) (hash(x)=4682956)
|
| 958 |
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918 train 6.988361 (lr=5.1589e-05) (hash(x)=4521756)
|
| 959 |
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919 train 7.126476 (lr=5.1311e-05) (hash(x)=7568935)
|
| 960 |
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920 train 7.045220 (lr=5.1037e-05) (hash(x)=7969353)
|
| 961 |
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921 train 7.253804 (lr=5.0765e-05) (hash(x)=7973311)
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| 962 |
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922 train 6.916569 (lr=5.0497e-05) (hash(x)=4843937)
|
| 963 |
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923 train 7.070973 (lr=5.0232e-05) (hash(x)=6987352)
|
| 964 |
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924 train 7.215007 (lr=4.9971e-05) (hash(x)=7179418)
|
| 965 |
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925 train 6.840687 (lr=4.9712e-05) (hash(x)=5413904)
|
| 966 |
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926 train 7.272241 (lr=4.9457e-05) (hash(x)=6028105)
|
| 967 |
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927 train 7.176475 (lr=4.9206e-05) (hash(x)=6732924)
|
| 968 |
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928 train 7.066581 (lr=4.8957e-05) (hash(x)=4547651)
|
| 969 |
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929 train 7.206191 (lr=4.8712e-05) (hash(x)=6219754)
|
| 970 |
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930 train 6.977387 (lr=4.8470e-05) (hash(x)=7465186)
|
| 971 |
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931 train 7.135737 (lr=4.8232e-05) (hash(x)=6839070)
|
| 972 |
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932 train 7.015966 (lr=4.7997e-05) (hash(x)=5390324)
|
| 973 |
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933 train 6.991179 (lr=4.7765e-05) (hash(x)=6090120)
|
| 974 |
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934 train 7.602218 (lr=4.7537e-05) (hash(x)=7123181)
|
| 975 |
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935 train 7.291836 (lr=4.7312e-05) (hash(x)=7115176)
|
| 976 |
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936 train 7.265821 (lr=4.7090e-05) (hash(x)=7016990)
|
| 977 |
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937 train 7.070276 (lr=4.6871e-05) (hash(x)=4989299)
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| 978 |
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938 train 7.080413 (lr=4.6656e-05) (hash(x)=6783311)
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| 979 |
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939 train 7.054582 (lr=4.6445e-05) (hash(x)=7497590)
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| 980 |
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940 train 7.281096 (lr=4.6236e-05) (hash(x)=6767514)
|
| 981 |
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941 train 7.032323 (lr=4.6031e-05) (hash(x)=3977557)
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| 982 |
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942 train 7.171589 (lr=4.5830e-05) (hash(x)=4806492)
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| 983 |
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943 train 7.065566 (lr=4.5631e-05) (hash(x)=5524165)
|
| 984 |
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944 train 7.119200 (lr=4.5437e-05) (hash(x)=4930752)
|
| 985 |
+
945 train 7.072712 (lr=4.5245e-05) (hash(x)=5124936)
|
| 986 |
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946 train 6.970873 (lr=4.5057e-05) (hash(x)=6877351)
|
| 987 |
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947 train 7.258476 (lr=4.4872e-05) (hash(x)=5522119)
|
| 988 |
+
948 train 7.072148 (lr=4.4691e-05) (hash(x)=6183512)
|
| 989 |
+
949 train 6.988660 (lr=4.4513e-05) (hash(x)=5030865)
|
| 990 |
+
950 val loss 7.1565
|
| 991 |
+
950 val perplexity 1282.4493
|
| 992 |
+
950 train 7.080802 (lr=4.4338e-05) (hash(x)=6619812)
|
| 993 |
+
951 train 7.092521 (lr=4.4167e-05) (hash(x)=6411783)
|
| 994 |
+
952 train 7.075318 (lr=4.4000e-05) (hash(x)=6748982)
|
| 995 |
+
953 train 6.979934 (lr=4.3835e-05) (hash(x)=6581937)
|
| 996 |
+
954 train 7.094067 (lr=4.3674e-05) (hash(x)=7881022)
|
| 997 |
+
955 train 7.049211 (lr=4.3517e-05) (hash(x)=5116910)
|
| 998 |
+
956 train 6.840390 (lr=4.3363e-05) (hash(x)=4880833)
|
| 999 |
+
957 train 6.897750 (lr=4.3212e-05) (hash(x)=7353459)
|
| 1000 |
+
958 train 6.958652 (lr=4.3065e-05) (hash(x)=4951302)
|
| 1001 |
+
959 train 6.859964 (lr=4.2921e-05) (hash(x)=6344535)
|
| 1002 |
+
960 train 7.482074 (lr=4.2781e-05) (hash(x)=7411763)
|
| 1003 |
+
961 train 7.056205 (lr=4.2644e-05) (hash(x)=5840169)
|
| 1004 |
+
962 train 7.154108 (lr=4.2510e-05) (hash(x)=5784788)
|
| 1005 |
+
963 train 6.964046 (lr=4.2380e-05) (hash(x)=6754290)
|
| 1006 |
+
964 train 7.243752 (lr=4.2253e-05) (hash(x)=6369963)
|
| 1007 |
+
965 train 7.322361 (lr=4.2130e-05) (hash(x)=6484573)
|
| 1008 |
+
966 train 6.894042 (lr=4.2010e-05) (hash(x)=6516338)
|
| 1009 |
+
967 train 6.932183 (lr=4.1894e-05) (hash(x)=5260125)
|
| 1010 |
+
968 train 7.070291 (lr=4.1781e-05) (hash(x)=5781624)
|
| 1011 |
+
969 train 6.851396 (lr=4.1672e-05) (hash(x)=4881179)
|
| 1012 |
+
970 train 6.993733 (lr=4.1566e-05) (hash(x)=6707821)
|
| 1013 |
+
971 train 7.134998 (lr=4.1463e-05) (hash(x)=5001634)
|
| 1014 |
+
972 train 6.999440 (lr=4.1364e-05) (hash(x)=4402949)
|
| 1015 |
+
973 train 7.020264 (lr=4.1269e-05) (hash(x)=7424810)
|
| 1016 |
+
974 train 6.895786 (lr=4.1177e-05) (hash(x)=4814803)
|
| 1017 |
+
975 train 6.816129 (lr=4.1088e-05) (hash(x)=5176431)
|
| 1018 |
+
976 train 7.014992 (lr=4.1003e-05) (hash(x)=5769393)
|
| 1019 |
+
977 train 6.951116 (lr=4.0921e-05) (hash(x)=5421624)
|
| 1020 |
+
978 train 7.168338 (lr=4.0843e-05) (hash(x)=5999773)
|
| 1021 |
+
979 train 6.877117 (lr=4.0768e-05) (hash(x)=5674439)
|
| 1022 |
+
980 train 6.972448 (lr=4.0697e-05) (hash(x)=6345351)
|
| 1023 |
+
981 train 6.912955 (lr=4.0629e-05) (hash(x)=5819157)
|
| 1024 |
+
982 train 7.121727 (lr=4.0564e-05) (hash(x)=11159355)
|
| 1025 |
+
983 train 7.088211 (lr=4.0503e-05) (hash(x)=6506856)
|
| 1026 |
+
984 train 7.000676 (lr=4.0446e-05) (hash(x)=6331023)
|
| 1027 |
+
985 train 6.903489 (lr=4.0392e-05) (hash(x)=6119124)
|
| 1028 |
+
986 train 7.111833 (lr=4.0341e-05) (hash(x)=8142528)
|
| 1029 |
+
987 train 7.293222 (lr=4.0294e-05) (hash(x)=6241669)
|
| 1030 |
+
988 train 6.915487 (lr=4.0251e-05) (hash(x)=3852991)
|
| 1031 |
+
989 train 6.638735 (lr=4.0211e-05) (hash(x)=4992756)
|
| 1032 |
+
990 train 7.366664 (lr=4.0174e-05) (hash(x)=7097145)
|
| 1033 |
+
991 train 7.150247 (lr=4.0141e-05) (hash(x)=7277927)
|
| 1034 |
+
992 train 7.241073 (lr=4.0112e-05) (hash(x)=5661400)
|
| 1035 |
+
993 train 7.138251 (lr=4.0085e-05) (hash(x)=6622097)
|
| 1036 |
+
994 train 7.261961 (lr=4.0063e-05) (hash(x)=5016804)
|
| 1037 |
+
995 train 7.346981 (lr=4.0044e-05) (hash(x)=7026582)
|
| 1038 |
+
996 train 7.134982 (lr=4.0028e-05) (hash(x)=5639136)
|
| 1039 |
+
997 train 7.260903 (lr=4.0016e-05) (hash(x)=5840987)
|
| 1040 |
+
998 train 6.904773 (lr=4.0007e-05) (hash(x)=5265410)
|
| 1041 |
+
999 val loss 7.1602
|
| 1042 |
+
999 val perplexity 1287.1317
|
| 1043 |
+
999 train 6.898254 (lr=4.0002e-05) (hash(x)=4351074)
|
lr4e-4_total_batch_size20480_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:27127df628df234d0adba59fb5c29db60cb074058c14aac4b6466ae15776604d
|
| 3 |
+
size 36163010
|
lr4e-4_total_batch_size20480_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:07a0644e1f55aac7f84e481d119354796b46015a1fe461a993a7eb674b661f02
|
| 3 |
+
size 70764358
|