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Browse files- lr2e-4_total_batch_size10240_seq_len128/args.json +1 -0
- lr2e-4_total_batch_size10240_seq_len128/dataloader_00999.pt +3 -0
- lr2e-4_total_batch_size10240_seq_len128/log2.txt +1043 -0
- lr2e-4_total_batch_size10240_seq_len128/model_00999.pt +3 -0
- lr2e-4_total_batch_size10240_seq_len128/optimizer_00999.pt +3 -0
lr2e-4_total_batch_size10240_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr2e-4_total_batch_size10240_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", "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": 10240, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr2e-4_total_batch_size10240_seq_len128/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3b9fd0bfa27ab267155e5ae2bb7e7ccf3640df9cfec6890472ce93f6d886a52e
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size 964
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lr2e-4_total_batch_size10240_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 11.691129 (lr=6.9930e-07) (hash(x)=6605789)
|
| 5 |
+
1 train 11.712670 (lr=1.3986e-06) (hash(x)=5113283)
|
| 6 |
+
2 train 11.681951 (lr=2.0979e-06) (hash(x)=7007748)
|
| 7 |
+
3 train 11.681428 (lr=2.7972e-06) (hash(x)=5534142)
|
| 8 |
+
4 train 11.676117 (lr=3.4965e-06) (hash(x)=5974274)
|
| 9 |
+
5 train 11.688631 (lr=4.1958e-06) (hash(x)=6763231)
|
| 10 |
+
6 train 11.647173 (lr=4.8951e-06) (hash(x)=6706513)
|
| 11 |
+
7 train 11.656890 (lr=5.5944e-06) (hash(x)=6328012)
|
| 12 |
+
8 train 11.612038 (lr=6.2937e-06) (hash(x)=6183012)
|
| 13 |
+
9 train 11.613967 (lr=6.9930e-06) (hash(x)=7052161)
|
| 14 |
+
10 train 11.573435 (lr=7.6923e-06) (hash(x)=6586466)
|
| 15 |
+
11 train 11.584437 (lr=8.3916e-06) (hash(x)=5556098)
|
| 16 |
+
12 train 11.578300 (lr=9.0909e-06) (hash(x)=8155572)
|
| 17 |
+
13 train 11.502565 (lr=9.7902e-06) (hash(x)=4696943)
|
| 18 |
+
14 train 11.522008 (lr=1.0490e-05) (hash(x)=7649389)
|
| 19 |
+
15 train 11.438739 (lr=1.1189e-05) (hash(x)=6219138)
|
| 20 |
+
16 train 11.398885 (lr=1.1888e-05) (hash(x)=7075794)
|
| 21 |
+
17 train 11.364608 (lr=1.2587e-05) (hash(x)=6049878)
|
| 22 |
+
18 train 11.379427 (lr=1.3287e-05) (hash(x)=6385927)
|
| 23 |
+
19 train 11.317413 (lr=1.3986e-05) (hash(x)=5491972)
|
| 24 |
+
20 train 11.283849 (lr=1.4685e-05) (hash(x)=6061420)
|
| 25 |
+
21 train 11.232837 (lr=1.5385e-05) (hash(x)=8075458)
|
| 26 |
+
22 train 11.113583 (lr=1.6084e-05) (hash(x)=7238769)
|
| 27 |
+
23 train 11.181250 (lr=1.6783e-05) (hash(x)=5917741)
|
| 28 |
+
24 train 11.120145 (lr=1.7483e-05) (hash(x)=5430605)
|
| 29 |
+
25 train 11.099159 (lr=1.8182e-05) (hash(x)=5750403)
|
| 30 |
+
26 train 11.028784 (lr=1.8881e-05) (hash(x)=4792640)
|
| 31 |
+
27 train 10.992192 (lr=1.9580e-05) (hash(x)=6112458)
|
| 32 |
+
28 train 10.907507 (lr=2.0280e-05) (hash(x)=5801122)
|
| 33 |
+
29 train 10.963168 (lr=2.0979e-05) (hash(x)=5806490)
|
| 34 |
+
30 train 10.852732 (lr=2.1678e-05) (hash(x)=5754140)
|
| 35 |
+
31 train 10.756038 (lr=2.2378e-05) (hash(x)=6568379)
|
| 36 |
+
32 train 10.679668 (lr=2.3077e-05) (hash(x)=7134932)
|
| 37 |
+
33 train 10.753081 (lr=2.3776e-05) (hash(x)=7212403)
|
| 38 |
+
34 train 10.635824 (lr=2.4476e-05) (hash(x)=7720703)
|
| 39 |
+
35 train 10.654977 (lr=2.5175e-05) (hash(x)=7386082)
|
| 40 |
+
36 train 10.564970 (lr=2.5874e-05) (hash(x)=6848513)
|
| 41 |
+
37 train 10.580398 (lr=2.6573e-05) (hash(x)=6359743)
|
| 42 |
+
38 train 10.476182 (lr=2.7273e-05) (hash(x)=7536538)
|
| 43 |
+
39 train 10.555054 (lr=2.7972e-05) (hash(x)=6151674)
|
| 44 |
+
40 train 10.517968 (lr=2.8671e-05) (hash(x)=6317099)
|
| 45 |
+
41 train 10.469595 (lr=2.9371e-05) (hash(x)=7168704)
|
| 46 |
+
42 train 10.508398 (lr=3.0070e-05) (hash(x)=6736092)
|
| 47 |
+
43 train 10.408889 (lr=3.0769e-05) (hash(x)=7859060)
|
| 48 |
+
44 train 10.441653 (lr=3.1469e-05) (hash(x)=6958223)
|
| 49 |
+
45 train 10.315385 (lr=3.2168e-05) (hash(x)=6976239)
|
| 50 |
+
46 train 10.358286 (lr=3.2867e-05) (hash(x)=6956845)
|
| 51 |
+
47 train 10.420304 (lr=3.3566e-05) (hash(x)=6391506)
|
| 52 |
+
48 train 10.483868 (lr=3.4266e-05) (hash(x)=6113701)
|
| 53 |
+
49 train 10.268287 (lr=3.4965e-05) (hash(x)=5245999)
|
| 54 |
+
50 val loss 10.3391
|
| 55 |
+
50 val perplexity 30917.8633
|
| 56 |
+
50 train 10.320937 (lr=3.5664e-05) (hash(x)=5774189)
|
| 57 |
+
51 train 10.347459 (lr=3.6364e-05) (hash(x)=5985675)
|
| 58 |
+
52 train 10.295653 (lr=3.7063e-05) (hash(x)=6451776)
|
| 59 |
+
53 train 10.193882 (lr=3.7762e-05) (hash(x)=4355733)
|
| 60 |
+
54 train 10.290896 (lr=3.8462e-05) (hash(x)=6669188)
|
| 61 |
+
55 train 10.562056 (lr=3.9161e-05) (hash(x)=6984772)
|
| 62 |
+
56 train 10.224245 (lr=3.9860e-05) (hash(x)=7440580)
|
| 63 |
+
57 train 10.288433 (lr=4.0559e-05) (hash(x)=6244096)
|
| 64 |
+
58 train 10.316704 (lr=4.1259e-05) (hash(x)=8381560)
|
| 65 |
+
59 train 10.238070 (lr=4.1958e-05) (hash(x)=6603717)
|
| 66 |
+
60 train 10.173225 (lr=4.2657e-05) (hash(x)=6437516)
|
| 67 |
+
61 train 10.179184 (lr=4.3357e-05) (hash(x)=5669522)
|
| 68 |
+
62 train 10.116738 (lr=4.4056e-05) (hash(x)=5505889)
|
| 69 |
+
63 train 10.178967 (lr=4.4755e-05) (hash(x)=6190579)
|
| 70 |
+
64 train 10.185919 (lr=4.5455e-05) (hash(x)=5153196)
|
| 71 |
+
65 train 10.215465 (lr=4.6154e-05) (hash(x)=4912983)
|
| 72 |
+
66 train 10.144527 (lr=4.6853e-05) (hash(x)=5109125)
|
| 73 |
+
67 train 9.981178 (lr=4.7552e-05) (hash(x)=7276303)
|
| 74 |
+
68 train 10.162324 (lr=4.8252e-05) (hash(x)=6645716)
|
| 75 |
+
69 train 10.074345 (lr=4.8951e-05) (hash(x)=5479947)
|
| 76 |
+
70 train 10.202129 (lr=4.9650e-05) (hash(x)=7850360)
|
| 77 |
+
71 train 10.225736 (lr=5.0350e-05) (hash(x)=6630378)
|
| 78 |
+
72 train 10.089186 (lr=5.1049e-05) (hash(x)=6295358)
|
| 79 |
+
73 train 10.166859 (lr=5.1748e-05) (hash(x)=8097010)
|
| 80 |
+
74 train 10.074977 (lr=5.2448e-05) (hash(x)=3958188)
|
| 81 |
+
75 train 10.281184 (lr=5.3147e-05) (hash(x)=9989744)
|
| 82 |
+
76 train 10.061103 (lr=5.3846e-05) (hash(x)=6343832)
|
| 83 |
+
77 train 10.015673 (lr=5.4545e-05) (hash(x)=6694932)
|
| 84 |
+
78 train 9.967336 (lr=5.5245e-05) (hash(x)=6429137)
|
| 85 |
+
79 train 9.927411 (lr=5.5944e-05) (hash(x)=6317894)
|
| 86 |
+
80 train 9.819329 (lr=5.6643e-05) (hash(x)=5165595)
|
| 87 |
+
81 train 9.864036 (lr=5.7343e-05) (hash(x)=5046327)
|
| 88 |
+
82 train 9.956305 (lr=5.8042e-05) (hash(x)=7060363)
|
| 89 |
+
83 train 9.838555 (lr=5.8741e-05) (hash(x)=7947703)
|
| 90 |
+
84 train 9.750762 (lr=5.9441e-05) (hash(x)=5971240)
|
| 91 |
+
85 train 9.727393 (lr=6.0140e-05) (hash(x)=5916068)
|
| 92 |
+
86 train 9.777673 (lr=6.0839e-05) (hash(x)=7426277)
|
| 93 |
+
87 train 9.863911 (lr=6.1538e-05) (hash(x)=5777498)
|
| 94 |
+
88 train 9.815003 (lr=6.2238e-05) (hash(x)=6403331)
|
| 95 |
+
89 train 9.649207 (lr=6.2937e-05) (hash(x)=5753092)
|
| 96 |
+
90 train 9.682980 (lr=6.3636e-05) (hash(x)=5981486)
|
| 97 |
+
91 train 9.694901 (lr=6.4336e-05) (hash(x)=7723226)
|
| 98 |
+
92 train 9.619762 (lr=6.5035e-05) (hash(x)=6069558)
|
| 99 |
+
93 train 9.674298 (lr=6.5734e-05) (hash(x)=7007016)
|
| 100 |
+
94 train 9.550246 (lr=6.6434e-05) (hash(x)=5027958)
|
| 101 |
+
95 train 9.556903 (lr=6.7133e-05) (hash(x)=6491229)
|
| 102 |
+
96 train 9.545940 (lr=6.7832e-05) (hash(x)=7036653)
|
| 103 |
+
97 train 9.601658 (lr=6.8531e-05) (hash(x)=6390752)
|
| 104 |
+
98 train 9.694002 (lr=6.9231e-05) (hash(x)=7758167)
|
| 105 |
+
99 train 9.637982 (lr=6.9930e-05) (hash(x)=6019389)
|
| 106 |
+
100 val loss 9.5200
|
| 107 |
+
100 val perplexity 13630.1113
|
| 108 |
+
100 train 9.592540 (lr=7.0629e-05) (hash(x)=6503191)
|
| 109 |
+
101 train 9.417792 (lr=7.1329e-05) (hash(x)=7662067)
|
| 110 |
+
102 train 9.459435 (lr=7.2028e-05) (hash(x)=7901992)
|
| 111 |
+
103 train 9.479414 (lr=7.2727e-05) (hash(x)=4648609)
|
| 112 |
+
104 train 9.392120 (lr=7.3427e-05) (hash(x)=5897288)
|
| 113 |
+
105 train 9.349004 (lr=7.4126e-05) (hash(x)=4725966)
|
| 114 |
+
106 train 9.282923 (lr=7.4825e-05) (hash(x)=6243442)
|
| 115 |
+
107 train 9.311500 (lr=7.5524e-05) (hash(x)=5558355)
|
| 116 |
+
108 train 9.352753 (lr=7.6224e-05) (hash(x)=5400407)
|
| 117 |
+
109 train 9.281687 (lr=7.6923e-05) (hash(x)=6524933)
|
| 118 |
+
110 train 9.269538 (lr=7.7622e-05) (hash(x)=5889724)
|
| 119 |
+
111 train 9.213450 (lr=7.8322e-05) (hash(x)=6369326)
|
| 120 |
+
112 train 9.123732 (lr=7.9021e-05) (hash(x)=5911906)
|
| 121 |
+
113 train 9.241519 (lr=7.9720e-05) (hash(x)=6022625)
|
| 122 |
+
114 train 9.051148 (lr=8.0420e-05) (hash(x)=6584810)
|
| 123 |
+
115 train 9.120297 (lr=8.1119e-05) (hash(x)=4906853)
|
| 124 |
+
116 train 8.869202 (lr=8.1818e-05) (hash(x)=4564564)
|
| 125 |
+
117 train 8.862937 (lr=8.2517e-05) (hash(x)=5589269)
|
| 126 |
+
118 train 8.990231 (lr=8.3217e-05) (hash(x)=6969180)
|
| 127 |
+
119 train 8.968222 (lr=8.3916e-05) (hash(x)=6437376)
|
| 128 |
+
120 train 9.033092 (lr=8.4615e-05) (hash(x)=7116258)
|
| 129 |
+
121 train 8.989401 (lr=8.5315e-05) (hash(x)=7304892)
|
| 130 |
+
122 train 8.957708 (lr=8.6014e-05) (hash(x)=7366721)
|
| 131 |
+
123 train 8.933330 (lr=8.6713e-05) (hash(x)=7084093)
|
| 132 |
+
124 train 8.999436 (lr=8.7413e-05) (hash(x)=7197652)
|
| 133 |
+
125 train 8.880999 (lr=8.8112e-05) (hash(x)=5908178)
|
| 134 |
+
126 train 8.681630 (lr=8.8811e-05) (hash(x)=6349974)
|
| 135 |
+
127 train 8.701337 (lr=8.9510e-05) (hash(x)=7048804)
|
| 136 |
+
128 train 8.732218 (lr=9.0210e-05) (hash(x)=7909039)
|
| 137 |
+
129 train 8.753483 (lr=9.0909e-05) (hash(x)=6085549)
|
| 138 |
+
130 train 8.815530 (lr=9.1608e-05) (hash(x)=7463181)
|
| 139 |
+
131 train 8.699938 (lr=9.2308e-05) (hash(x)=5752594)
|
| 140 |
+
132 train 8.515303 (lr=9.3007e-05) (hash(x)=6114601)
|
| 141 |
+
133 train 8.501603 (lr=9.3706e-05) (hash(x)=7662769)
|
| 142 |
+
134 train 8.486214 (lr=9.4406e-05) (hash(x)=7485666)
|
| 143 |
+
135 train 8.240755 (lr=9.5105e-05) (hash(x)=6393520)
|
| 144 |
+
136 train 8.522907 (lr=9.5804e-05) (hash(x)=5586291)
|
| 145 |
+
137 train 8.700139 (lr=9.6503e-05) (hash(x)=5942867)
|
| 146 |
+
138 train 8.629080 (lr=9.7203e-05) (hash(x)=7574027)
|
| 147 |
+
139 train 8.557504 (lr=9.7902e-05) (hash(x)=6793550)
|
| 148 |
+
140 train 8.387895 (lr=9.8601e-05) (hash(x)=6264789)
|
| 149 |
+
141 train 8.403167 (lr=9.9301e-05) (hash(x)=7105976)
|
| 150 |
+
142 train 8.480000 (lr=1.0000e-04) (hash(x)=7244279)
|
| 151 |
+
143 train 8.348940 (lr=1.0070e-04) (hash(x)=6581348)
|
| 152 |
+
144 train 8.328314 (lr=1.0140e-04) (hash(x)=6543825)
|
| 153 |
+
145 train 8.281722 (lr=1.0210e-04) (hash(x)=5555598)
|
| 154 |
+
146 train 8.377936 (lr=1.0280e-04) (hash(x)=7254232)
|
| 155 |
+
147 train 8.213572 (lr=1.0350e-04) (hash(x)=6235837)
|
| 156 |
+
148 train 8.206971 (lr=1.0420e-04) (hash(x)=4738550)
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| 157 |
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149 train 8.215639 (lr=1.0490e-04) (hash(x)=5591770)
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150 val loss 8.2410
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| 159 |
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150 val perplexity 3793.2202
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| 160 |
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150 train 8.738932 (lr=1.0559e-04) (hash(x)=8012491)
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151 train 8.197873 (lr=1.0629e-04) (hash(x)=7083021)
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152 train 8.306237 (lr=1.0699e-04) (hash(x)=6456022)
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153 train 8.267984 (lr=1.0769e-04) (hash(x)=7281348)
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154 train 8.360527 (lr=1.0839e-04) (hash(x)=7824794)
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155 train 8.393332 (lr=1.0909e-04) (hash(x)=6155821)
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156 train 8.239111 (lr=1.0979e-04) (hash(x)=7807564)
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157 train 8.082906 (lr=1.1049e-04) (hash(x)=5736241)
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158 train 8.173496 (lr=1.1119e-04) (hash(x)=5688415)
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159 train 7.980140 (lr=1.1189e-04) (hash(x)=5657123)
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160 train 8.035019 (lr=1.1259e-04) (hash(x)=6102985)
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161 train 8.146736 (lr=1.1329e-04) (hash(x)=6452095)
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162 train 8.075621 (lr=1.1399e-04) (hash(x)=5848921)
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163 train 7.910108 (lr=1.1469e-04) (hash(x)=5312267)
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164 train 7.817029 (lr=1.1538e-04) (hash(x)=5025297)
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165 train 7.776151 (lr=1.1608e-04) (hash(x)=5434493)
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166 train 8.171447 (lr=1.1678e-04) (hash(x)=5197474)
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167 train 8.015289 (lr=1.1748e-04) (hash(x)=6830813)
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168 train 7.905487 (lr=1.1818e-04) (hash(x)=5242548)
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169 train 7.824608 (lr=1.1888e-04) (hash(x)=4752771)
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170 train 8.041288 (lr=1.1958e-04) (hash(x)=6691249)
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171 train 8.050759 (lr=1.2028e-04) (hash(x)=6424933)
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172 train 8.001429 (lr=1.2098e-04) (hash(x)=6960120)
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173 train 7.943762 (lr=1.2168e-04) (hash(x)=5786517)
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174 train 7.981680 (lr=1.2238e-04) (hash(x)=7229689)
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175 train 8.159220 (lr=1.2308e-04) (hash(x)=6680023)
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176 train 8.025226 (lr=1.2378e-04) (hash(x)=7688393)
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177 train 7.952527 (lr=1.2448e-04) (hash(x)=6474729)
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178 train 8.032599 (lr=1.2517e-04) (hash(x)=5946650)
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179 train 7.953331 (lr=1.2587e-04) (hash(x)=7523279)
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180 train 7.839624 (lr=1.2657e-04) (hash(x)=5531605)
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181 train 7.728240 (lr=1.2727e-04) (hash(x)=5508768)
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182 train 8.068892 (lr=1.2797e-04) (hash(x)=6415982)
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183 train 7.964187 (lr=1.2867e-04) (hash(x)=6635925)
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184 train 7.874468 (lr=1.2937e-04) (hash(x)=5923706)
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185 train 7.870440 (lr=1.3007e-04) (hash(x)=6663801)
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186 train 7.795080 (lr=1.3077e-04) (hash(x)=6113540)
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187 train 7.916042 (lr=1.3147e-04) (hash(x)=5869441)
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188 train 8.001571 (lr=1.3217e-04) (hash(x)=6913454)
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189 train 7.871938 (lr=1.3287e-04) (hash(x)=6698878)
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190 train 7.906436 (lr=1.3357e-04) (hash(x)=6094899)
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191 train 7.775713 (lr=1.3427e-04) (hash(x)=6349004)
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192 train 7.816682 (lr=1.3497e-04) (hash(x)=6045933)
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193 train 7.882951 (lr=1.3566e-04) (hash(x)=4986137)
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194 train 7.592698 (lr=1.3636e-04) (hash(x)=4798229)
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195 train 7.688888 (lr=1.3706e-04) (hash(x)=6008454)
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196 train 7.751460 (lr=1.3776e-04) (hash(x)=5938362)
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197 train 7.690753 (lr=1.3846e-04) (hash(x)=6550770)
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198 train 7.798873 (lr=1.3916e-04) (hash(x)=7055344)
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| 209 |
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199 train 7.988805 (lr=1.3986e-04) (hash(x)=7682741)
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| 210 |
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200 val loss 7.8344
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| 211 |
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200 val perplexity 2525.9487
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| 212 |
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200 train 7.798297 (lr=1.4056e-04) (hash(x)=7372095)
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| 213 |
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201 train 8.083208 (lr=1.4126e-04) (hash(x)=7892158)
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202 train 7.809347 (lr=1.4196e-04) (hash(x)=5929740)
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203 train 7.795606 (lr=1.4266e-04) (hash(x)=7794028)
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204 train 7.982548 (lr=1.4336e-04) (hash(x)=6839923)
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205 train 7.628150 (lr=1.4406e-04) (hash(x)=7093523)
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206 train 7.802186 (lr=1.4476e-04) (hash(x)=5341312)
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207 train 7.911708 (lr=1.4545e-04) (hash(x)=6166062)
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208 train 7.871403 (lr=1.4615e-04) (hash(x)=5992164)
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209 train 7.725142 (lr=1.4685e-04) (hash(x)=6645781)
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210 train 7.866336 (lr=1.4755e-04) (hash(x)=6207724)
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211 train 7.667377 (lr=1.4825e-04) (hash(x)=4811192)
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212 train 7.675628 (lr=1.4895e-04) (hash(x)=6906335)
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213 train 7.685686 (lr=1.4965e-04) (hash(x)=5970866)
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214 train 7.671600 (lr=1.5035e-04) (hash(x)=5238015)
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215 train 7.712323 (lr=1.5105e-04) (hash(x)=7822680)
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216 train 7.649664 (lr=1.5175e-04) (hash(x)=5478019)
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217 train 7.690408 (lr=1.5245e-04) (hash(x)=6317317)
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218 train 7.797443 (lr=1.5315e-04) (hash(x)=5832344)
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219 train 7.785646 (lr=1.5385e-04) (hash(x)=6431409)
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220 train 7.748334 (lr=1.5455e-04) (hash(x)=5900130)
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221 train 7.845036 (lr=1.5524e-04) (hash(x)=6653337)
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222 train 7.723774 (lr=1.5594e-04) (hash(x)=6696784)
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223 train 7.774099 (lr=1.5664e-04) (hash(x)=5323032)
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224 train 7.623947 (lr=1.5734e-04) (hash(x)=5372100)
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225 train 7.632366 (lr=1.5804e-04) (hash(x)=5125339)
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226 train 7.539998 (lr=1.5874e-04) (hash(x)=5664463)
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227 train 7.571677 (lr=1.5944e-04) (hash(x)=7363286)
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228 train 8.065365 (lr=1.6014e-04) (hash(x)=7444468)
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229 train 7.878375 (lr=1.6084e-04) (hash(x)=7670050)
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230 train 7.754068 (lr=1.6154e-04) (hash(x)=8189420)
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231 train 7.670938 (lr=1.6224e-04) (hash(x)=5616075)
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232 train 7.670694 (lr=1.6294e-04) (hash(x)=6360924)
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233 train 7.888234 (lr=1.6364e-04) (hash(x)=6593764)
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234 train 8.031884 (lr=1.6434e-04) (hash(x)=6764377)
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235 train 7.676063 (lr=1.6503e-04) (hash(x)=5672608)
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236 train 7.483418 (lr=1.6573e-04) (hash(x)=6985256)
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237 train 7.859094 (lr=1.6643e-04) (hash(x)=6828653)
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238 train 7.575392 (lr=1.6713e-04) (hash(x)=5199845)
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239 train 7.714341 (lr=1.6783e-04) (hash(x)=6839867)
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240 train 7.852492 (lr=1.6853e-04) (hash(x)=6928712)
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241 train 7.779597 (lr=1.6923e-04) (hash(x)=8426992)
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242 train 7.720500 (lr=1.6993e-04) (hash(x)=5330355)
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| 255 |
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243 train 7.209429 (lr=1.7063e-04) (hash(x)=4916928)
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| 256 |
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244 train 7.637279 (lr=1.7133e-04) (hash(x)=7287928)
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| 257 |
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245 train 7.713524 (lr=1.7203e-04) (hash(x)=6484050)
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246 train 7.792243 (lr=1.7273e-04) (hash(x)=5062850)
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247 train 7.775901 (lr=1.7343e-04) (hash(x)=8353379)
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248 train 7.678964 (lr=1.7413e-04) (hash(x)=6805358)
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| 261 |
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249 train 7.707503 (lr=1.7483e-04) (hash(x)=6552510)
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| 262 |
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250 val loss 7.6912
|
| 263 |
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250 val perplexity 2189.0850
|
| 264 |
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250 train 7.698315 (lr=1.7552e-04) (hash(x)=5105545)
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| 265 |
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251 train 7.661218 (lr=1.7622e-04) (hash(x)=4838871)
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| 266 |
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252 train 7.787342 (lr=1.7692e-04) (hash(x)=5945286)
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| 267 |
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253 train 7.056741 (lr=1.7762e-04) (hash(x)=3021697)
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| 268 |
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254 train 7.526209 (lr=1.7832e-04) (hash(x)=6443070)
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| 269 |
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255 train 7.640157 (lr=1.7902e-04) (hash(x)=6795665)
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| 270 |
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256 train 7.796952 (lr=1.7972e-04) (hash(x)=7683068)
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| 271 |
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257 train 7.392519 (lr=1.8042e-04) (hash(x)=5486935)
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258 train 7.725664 (lr=1.8112e-04) (hash(x)=6115232)
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259 train 7.837753 (lr=1.8182e-04) (hash(x)=6678038)
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260 train 7.828147 (lr=1.8252e-04) (hash(x)=5747629)
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261 train 7.811316 (lr=1.8322e-04) (hash(x)=6657714)
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262 train 7.643857 (lr=1.8392e-04) (hash(x)=6190642)
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263 train 7.751606 (lr=1.8462e-04) (hash(x)=6112215)
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| 278 |
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264 train 7.691644 (lr=1.8531e-04) (hash(x)=7314989)
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| 279 |
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265 train 7.808522 (lr=1.8601e-04) (hash(x)=8353143)
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266 train 7.827618 (lr=1.8671e-04) (hash(x)=5912570)
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267 train 7.773612 (lr=1.8741e-04) (hash(x)=5915361)
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268 train 7.600836 (lr=1.8811e-04) (hash(x)=6369494)
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269 train 7.801116 (lr=1.8881e-04) (hash(x)=6254885)
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270 train 7.675181 (lr=1.8951e-04) (hash(x)=5425120)
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271 train 7.709579 (lr=1.9021e-04) (hash(x)=5771588)
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272 train 7.718955 (lr=1.9091e-04) (hash(x)=6763967)
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273 train 7.625972 (lr=1.9161e-04) (hash(x)=5561507)
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274 train 7.574045 (lr=1.9231e-04) (hash(x)=7081151)
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275 train 7.640127 (lr=1.9301e-04) (hash(x)=5688829)
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276 train 7.645526 (lr=1.9371e-04) (hash(x)=7821554)
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277 train 7.620264 (lr=1.9441e-04) (hash(x)=5371951)
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278 train 7.767745 (lr=1.9510e-04) (hash(x)=8120149)
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279 train 7.849814 (lr=1.9580e-04) (hash(x)=5443305)
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280 train 7.622212 (lr=1.9650e-04) (hash(x)=7066030)
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281 train 7.928026 (lr=1.9720e-04) (hash(x)=5016757)
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282 train 7.775947 (lr=1.9790e-04) (hash(x)=6296163)
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283 train 7.797986 (lr=1.9860e-04) (hash(x)=6901933)
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284 train 7.688839 (lr=1.9930e-04) (hash(x)=8056633)
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| 299 |
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285 train 7.815433 (lr=2.0000e-04) (hash(x)=6019085)
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286 train 7.617684 (lr=2.0000e-04) (hash(x)=7003893)
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287 train 7.551760 (lr=2.0000e-04) (hash(x)=4294425)
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288 train 7.604907 (lr=2.0000e-04) (hash(x)=6568540)
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289 train 7.786672 (lr=1.9999e-04) (hash(x)=6095229)
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290 train 7.713283 (lr=1.9999e-04) (hash(x)=5512150)
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291 train 7.300828 (lr=1.9998e-04) (hash(x)=4363941)
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292 train 7.617440 (lr=1.9997e-04) (hash(x)=6457783)
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293 train 7.613905 (lr=1.9996e-04) (hash(x)=4693798)
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| 308 |
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294 train 8.198577 (lr=1.9994e-04) (hash(x)=8759806)
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295 train 8.210944 (lr=1.9993e-04) (hash(x)=5486335)
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296 train 7.825127 (lr=1.9991e-04) (hash(x)=6964993)
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297 train 8.123847 (lr=1.9989e-04) (hash(x)=7907450)
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298 train 7.849515 (lr=1.9987e-04) (hash(x)=5236642)
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| 313 |
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299 train 7.743367 (lr=1.9985e-04) (hash(x)=7295165)
|
| 314 |
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300 val loss 7.6796
|
| 315 |
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300 val perplexity 2163.7166
|
| 316 |
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300 train 7.708810 (lr=1.9983e-04) (hash(x)=4913602)
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301 train 7.745741 (lr=1.9980e-04) (hash(x)=6814026)
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302 train 7.860341 (lr=1.9978e-04) (hash(x)=7042051)
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303 train 7.749226 (lr=1.9975e-04) (hash(x)=6267424)
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304 train 7.835481 (lr=1.9972e-04) (hash(x)=5614727)
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305 train 7.806735 (lr=1.9969e-04) (hash(x)=8086437)
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306 train 7.908227 (lr=1.9965e-04) (hash(x)=5900143)
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307 train 7.840741 (lr=1.9962e-04) (hash(x)=5270452)
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308 train 7.755070 (lr=1.9958e-04) (hash(x)=8617707)
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309 train 7.649565 (lr=1.9954e-04) (hash(x)=6420820)
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310 train 7.527202 (lr=1.9950e-04) (hash(x)=6215930)
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311 train 7.719905 (lr=1.9946e-04) (hash(x)=6305297)
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312 train 7.934155 (lr=1.9941e-04) (hash(x)=4026682)
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313 train 7.615021 (lr=1.9937e-04) (hash(x)=7889849)
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314 train 7.884044 (lr=1.9932e-04) (hash(x)=6141721)
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315 train 8.440273 (lr=1.9927e-04) (hash(x)=6040077)
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316 train 8.398265 (lr=1.9922e-04) (hash(x)=6155449)
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317 train 7.900534 (lr=1.9916e-04) (hash(x)=5652497)
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318 train 7.797987 (lr=1.9911e-04) (hash(x)=6961314)
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319 train 7.663014 (lr=1.9905e-04) (hash(x)=7130251)
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320 train 7.505059 (lr=1.9899e-04) (hash(x)=5927461)
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321 train 7.686394 (lr=1.9893e-04) (hash(x)=6610177)
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322 train 7.734031 (lr=1.9887e-04) (hash(x)=7277580)
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323 train 7.562392 (lr=1.9881e-04) (hash(x)=6508350)
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324 train 7.839149 (lr=1.9874e-04) (hash(x)=6536034)
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326 train 7.765797 (lr=1.9861e-04) (hash(x)=8700721)
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328 train 7.318797 (lr=1.9847e-04) (hash(x)=5264962)
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329 train 7.303150 (lr=1.9839e-04) (hash(x)=5487065)
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331 train 7.598080 (lr=1.9824e-04) (hash(x)=4892065)
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332 train 7.494036 (lr=1.9816e-04) (hash(x)=5489496)
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334 train 7.608705 (lr=1.9800e-04) (hash(x)=7021003)
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335 train 7.817288 (lr=1.9792e-04) (hash(x)=7317289)
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337 train 7.791542 (lr=1.9774e-04) (hash(x)=6811522)
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338 train 7.685787 (lr=1.9765e-04) (hash(x)=6601423)
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339 train 7.575094 (lr=1.9756e-04) (hash(x)=5510218)
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340 train 7.928952 (lr=1.9747e-04) (hash(x)=7180298)
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341 train 7.672410 (lr=1.9738e-04) (hash(x)=7304235)
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342 train 7.838900 (lr=1.9728e-04) (hash(x)=8111920)
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343 train 8.101269 (lr=1.9718e-04) (hash(x)=6752265)
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344 train 7.570523 (lr=1.9709e-04) (hash(x)=6788720)
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345 train 7.691226 (lr=1.9698e-04) (hash(x)=5994476)
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346 train 7.558375 (lr=1.9688e-04) (hash(x)=5862533)
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347 train 7.663682 (lr=1.9678e-04) (hash(x)=6530867)
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348 train 7.649126 (lr=1.9667e-04) (hash(x)=5914734)
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349 train 7.770808 (lr=1.9656e-04) (hash(x)=5746260)
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| 366 |
+
350 val loss 7.6691
|
| 367 |
+
350 val perplexity 2141.1104
|
| 368 |
+
350 train 7.666231 (lr=1.9646e-04) (hash(x)=6856097)
|
| 369 |
+
351 train 7.646579 (lr=1.9634e-04) (hash(x)=5790078)
|
| 370 |
+
352 train 7.798625 (lr=1.9623e-04) (hash(x)=5805002)
|
| 371 |
+
353 train 7.576107 (lr=1.9612e-04) (hash(x)=6430135)
|
| 372 |
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354 train 7.579481 (lr=1.9600e-04) (hash(x)=6156715)
|
| 373 |
+
355 train 7.932182 (lr=1.9588e-04) (hash(x)=7614023)
|
| 374 |
+
356 train 7.829601 (lr=1.9576e-04) (hash(x)=4861744)
|
| 375 |
+
357 train 7.645341 (lr=1.9564e-04) (hash(x)=5244861)
|
| 376 |
+
358 train 7.718120 (lr=1.9552e-04) (hash(x)=7163697)
|
| 377 |
+
359 train 7.735084 (lr=1.9540e-04) (hash(x)=5245146)
|
| 378 |
+
360 train 7.586048 (lr=1.9527e-04) (hash(x)=6153866)
|
| 379 |
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361 train 7.642743 (lr=1.9514e-04) (hash(x)=6415565)
|
| 380 |
+
362 train 7.942325 (lr=1.9501e-04) (hash(x)=7835853)
|
| 381 |
+
363 train 7.386051 (lr=1.9488e-04) (hash(x)=5786972)
|
| 382 |
+
364 train 7.765721 (lr=1.9475e-04) (hash(x)=6733560)
|
| 383 |
+
365 train 7.634493 (lr=1.9462e-04) (hash(x)=6131703)
|
| 384 |
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366 train 7.495063 (lr=1.9448e-04) (hash(x)=6001331)
|
| 385 |
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367 train 8.005271 (lr=1.9434e-04) (hash(x)=6346459)
|
| 386 |
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368 train 7.800947 (lr=1.9421e-04) (hash(x)=8943770)
|
| 387 |
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369 train 7.745122 (lr=1.9406e-04) (hash(x)=6504131)
|
| 388 |
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370 train 7.673328 (lr=1.9392e-04) (hash(x)=5869339)
|
| 389 |
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371 train 7.785290 (lr=1.9378e-04) (hash(x)=5209234)
|
| 390 |
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372 train 7.634972 (lr=1.9363e-04) (hash(x)=7678937)
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| 391 |
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373 train 7.684781 (lr=1.9349e-04) (hash(x)=6163272)
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| 392 |
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374 train 7.688353 (lr=1.9334e-04) (hash(x)=5774172)
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| 393 |
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375 train 7.644206 (lr=1.9319e-04) (hash(x)=5676768)
|
| 394 |
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376 train 7.298154 (lr=1.9304e-04) (hash(x)=6443895)
|
| 395 |
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377 train 8.182186 (lr=1.9288e-04) (hash(x)=6090561)
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| 396 |
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378 train 7.777568 (lr=1.9273e-04) (hash(x)=7788628)
|
| 397 |
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379 train 7.959432 (lr=1.9257e-04) (hash(x)=5863092)
|
| 398 |
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380 train 7.692801 (lr=1.9241e-04) (hash(x)=7141354)
|
| 399 |
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381 train 7.870003 (lr=1.9225e-04) (hash(x)=7201312)
|
| 400 |
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382 train 7.836949 (lr=1.9209e-04) (hash(x)=6414278)
|
| 401 |
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383 train 7.888556 (lr=1.9193e-04) (hash(x)=7019489)
|
| 402 |
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384 train 7.628554 (lr=1.9176e-04) (hash(x)=7914626)
|
| 403 |
+
385 train 7.623000 (lr=1.9160e-04) (hash(x)=6225608)
|
| 404 |
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386 train 7.712932 (lr=1.9143e-04) (hash(x)=5998078)
|
| 405 |
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387 train 7.687317 (lr=1.9126e-04) (hash(x)=5483019)
|
| 406 |
+
388 train 7.511609 (lr=1.9109e-04) (hash(x)=5911642)
|
| 407 |
+
389 train 7.763136 (lr=1.9091e-04) (hash(x)=5903258)
|
| 408 |
+
390 train 7.770864 (lr=1.9074e-04) (hash(x)=5632006)
|
| 409 |
+
391 train 7.618561 (lr=1.9056e-04) (hash(x)=5968716)
|
| 410 |
+
392 train 7.711931 (lr=1.9039e-04) (hash(x)=6401968)
|
| 411 |
+
393 train 7.663370 (lr=1.9021e-04) (hash(x)=5778017)
|
| 412 |
+
394 train 7.189019 (lr=1.9003e-04) (hash(x)=5772567)
|
| 413 |
+
395 train 7.590845 (lr=1.8985e-04) (hash(x)=7780194)
|
| 414 |
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396 train 7.693964 (lr=1.8966e-04) (hash(x)=6424771)
|
| 415 |
+
397 train 7.543945 (lr=1.8948e-04) (hash(x)=6140998)
|
| 416 |
+
398 train 7.555213 (lr=1.8929e-04) (hash(x)=7859566)
|
| 417 |
+
399 train 7.665734 (lr=1.8910e-04) (hash(x)=3784321)
|
| 418 |
+
400 val loss 7.6349
|
| 419 |
+
400 val perplexity 2069.0676
|
| 420 |
+
400 train 7.567648 (lr=1.8891e-04) (hash(x)=5557891)
|
| 421 |
+
401 train 7.693021 (lr=1.8872e-04) (hash(x)=5860821)
|
| 422 |
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402 train 7.686289 (lr=1.8853e-04) (hash(x)=5674826)
|
| 423 |
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403 train 7.660503 (lr=1.8834e-04) (hash(x)=7774109)
|
| 424 |
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404 train 7.705628 (lr=1.8814e-04) (hash(x)=5466449)
|
| 425 |
+
405 train 8.001887 (lr=1.8794e-04) (hash(x)=7997664)
|
| 426 |
+
406 train 7.877735 (lr=1.8774e-04) (hash(x)=7006517)
|
| 427 |
+
407 train 7.733673 (lr=1.8754e-04) (hash(x)=6576749)
|
| 428 |
+
408 train 7.641888 (lr=1.8734e-04) (hash(x)=6896198)
|
| 429 |
+
409 train 7.829796 (lr=1.8714e-04) (hash(x)=7266655)
|
| 430 |
+
410 train 7.612694 (lr=1.8693e-04) (hash(x)=5696696)
|
| 431 |
+
411 train 7.755228 (lr=1.8673e-04) (hash(x)=7072404)
|
| 432 |
+
412 train 7.596433 (lr=1.8652e-04) (hash(x)=6590657)
|
| 433 |
+
413 train 7.622679 (lr=1.8631e-04) (hash(x)=6626459)
|
| 434 |
+
414 train 7.677356 (lr=1.8610e-04) (hash(x)=5644977)
|
| 435 |
+
415 train 7.547370 (lr=1.8589e-04) (hash(x)=6556025)
|
| 436 |
+
416 train 7.757295 (lr=1.8567e-04) (hash(x)=6407492)
|
| 437 |
+
417 train 7.534813 (lr=1.8546e-04) (hash(x)=5942129)
|
| 438 |
+
418 train 7.626450 (lr=1.8524e-04) (hash(x)=6012163)
|
| 439 |
+
419 train 7.902880 (lr=1.8502e-04) (hash(x)=7325027)
|
| 440 |
+
420 train 7.846186 (lr=1.8480e-04) (hash(x)=4425520)
|
| 441 |
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421 train 7.691623 (lr=1.8458e-04) (hash(x)=7322467)
|
| 442 |
+
422 train 7.635442 (lr=1.8436e-04) (hash(x)=7482800)
|
| 443 |
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423 train 7.732132 (lr=1.8414e-04) (hash(x)=6373412)
|
| 444 |
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424 train 7.361012 (lr=1.8391e-04) (hash(x)=6981426)
|
| 445 |
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425 train 7.559134 (lr=1.8369e-04) (hash(x)=7332255)
|
| 446 |
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426 train 7.754871 (lr=1.8346e-04) (hash(x)=5930894)
|
| 447 |
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427 train 7.756703 (lr=1.8323e-04) (hash(x)=5262868)
|
| 448 |
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428 train 7.500230 (lr=1.8300e-04) (hash(x)=5585769)
|
| 449 |
+
429 train 7.415083 (lr=1.8276e-04) (hash(x)=5688247)
|
| 450 |
+
430 train 7.708945 (lr=1.8253e-04) (hash(x)=7462079)
|
| 451 |
+
431 train 7.537834 (lr=1.8230e-04) (hash(x)=8055563)
|
| 452 |
+
432 train 7.647192 (lr=1.8206e-04) (hash(x)=6221701)
|
| 453 |
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433 train 7.652141 (lr=1.8182e-04) (hash(x)=5352405)
|
| 454 |
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434 train 7.695446 (lr=1.8158e-04) (hash(x)=6730666)
|
| 455 |
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435 train 7.714622 (lr=1.8134e-04) (hash(x)=5932790)
|
| 456 |
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436 train 7.748716 (lr=1.8110e-04) (hash(x)=6223114)
|
| 457 |
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437 train 7.572248 (lr=1.8086e-04) (hash(x)=6249312)
|
| 458 |
+
438 train 7.710807 (lr=1.8061e-04) (hash(x)=7242827)
|
| 459 |
+
439 train 7.485700 (lr=1.8036e-04) (hash(x)=5680154)
|
| 460 |
+
440 train 7.740619 (lr=1.8012e-04) (hash(x)=6332332)
|
| 461 |
+
441 train 7.661716 (lr=1.7987e-04) (hash(x)=8156280)
|
| 462 |
+
442 train 7.641844 (lr=1.7962e-04) (hash(x)=6659781)
|
| 463 |
+
443 train 7.637813 (lr=1.7937e-04) (hash(x)=5914217)
|
| 464 |
+
444 train 7.529335 (lr=1.7911e-04) (hash(x)=6714110)
|
| 465 |
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445 train 7.415503 (lr=1.7886e-04) (hash(x)=7120215)
|
| 466 |
+
446 train 7.710623 (lr=1.7860e-04) (hash(x)=6593413)
|
| 467 |
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447 train 7.646263 (lr=1.7835e-04) (hash(x)=6424128)
|
| 468 |
+
448 train 7.457904 (lr=1.7809e-04) (hash(x)=5903043)
|
| 469 |
+
449 train 7.368762 (lr=1.7783e-04) (hash(x)=4390027)
|
| 470 |
+
450 val loss 7.5900
|
| 471 |
+
450 val perplexity 1978.2761
|
| 472 |
+
450 train 7.612141 (lr=1.7757e-04) (hash(x)=6945760)
|
| 473 |
+
451 train 7.661142 (lr=1.7731e-04) (hash(x)=7804089)
|
| 474 |
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452 train 7.718168 (lr=1.7704e-04) (hash(x)=6273417)
|
| 475 |
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453 train 7.758194 (lr=1.7678e-04) (hash(x)=7130267)
|
| 476 |
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454 train 7.519240 (lr=1.7651e-04) (hash(x)=6140697)
|
| 477 |
+
455 train 7.484344 (lr=1.7624e-04) (hash(x)=6490149)
|
| 478 |
+
456 train 7.401560 (lr=1.7597e-04) (hash(x)=4847733)
|
| 479 |
+
457 train 7.778947 (lr=1.7570e-04) (hash(x)=9276378)
|
| 480 |
+
458 train 7.526563 (lr=1.7543e-04) (hash(x)=7082053)
|
| 481 |
+
459 train 7.697488 (lr=1.7516e-04) (hash(x)=6283540)
|
| 482 |
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460 train 7.526554 (lr=1.7489e-04) (hash(x)=5200956)
|
| 483 |
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461 train 7.657871 (lr=1.7461e-04) (hash(x)=5781680)
|
| 484 |
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462 train 7.632443 (lr=1.7434e-04) (hash(x)=8652907)
|
| 485 |
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463 train 7.399150 (lr=1.7406e-04) (hash(x)=5728337)
|
| 486 |
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464 train 7.540676 (lr=1.7378e-04) (hash(x)=5832401)
|
| 487 |
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465 train 7.494296 (lr=1.7350e-04) (hash(x)=6278202)
|
| 488 |
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466 train 7.580884 (lr=1.7322e-04) (hash(x)=7403868)
|
| 489 |
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467 train 7.605662 (lr=1.7294e-04) (hash(x)=7400272)
|
| 490 |
+
468 train 7.581446 (lr=1.7265e-04) (hash(x)=5943413)
|
| 491 |
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469 train 7.587706 (lr=1.7237e-04) (hash(x)=5795128)
|
| 492 |
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470 train 7.609163 (lr=1.7208e-04) (hash(x)=5519980)
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| 493 |
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471 train 7.473267 (lr=1.7179e-04) (hash(x)=6473432)
|
| 494 |
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472 train 7.507545 (lr=1.7151e-04) (hash(x)=5484669)
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| 495 |
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473 train 7.605585 (lr=1.7122e-04) (hash(x)=5201502)
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| 496 |
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474 train 7.691759 (lr=1.7092e-04) (hash(x)=7227057)
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| 497 |
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475 train 7.884198 (lr=1.7063e-04) (hash(x)=6922646)
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| 498 |
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476 train 7.417528 (lr=1.7034e-04) (hash(x)=6056673)
|
| 499 |
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477 train 7.566247 (lr=1.7004e-04) (hash(x)=5484641)
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| 500 |
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478 train 7.678273 (lr=1.6975e-04) (hash(x)=7100865)
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| 501 |
+
479 train 7.432081 (lr=1.6945e-04) (hash(x)=7277141)
|
| 502 |
+
480 train 7.519135 (lr=1.6915e-04) (hash(x)=6407603)
|
| 503 |
+
481 train 7.604016 (lr=1.6886e-04) (hash(x)=5604614)
|
| 504 |
+
482 train 7.641371 (lr=1.6856e-04) (hash(x)=6200612)
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| 505 |
+
483 train 7.619506 (lr=1.6825e-04) (hash(x)=7443124)
|
| 506 |
+
484 train 7.567224 (lr=1.6795e-04) (hash(x)=6728764)
|
| 507 |
+
485 train 7.694747 (lr=1.6765e-04) (hash(x)=5601968)
|
| 508 |
+
486 train 7.419085 (lr=1.6734e-04) (hash(x)=6877761)
|
| 509 |
+
487 train 7.630326 (lr=1.6704e-04) (hash(x)=5632735)
|
| 510 |
+
488 train 7.649678 (lr=1.6673e-04) (hash(x)=5658845)
|
| 511 |
+
489 train 7.398854 (lr=1.6642e-04) (hash(x)=5594810)
|
| 512 |
+
490 train 7.171398 (lr=1.6611e-04) (hash(x)=4738523)
|
| 513 |
+
491 train 7.556986 (lr=1.6580e-04) (hash(x)=5881015)
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| 514 |
+
492 train 7.555234 (lr=1.6549e-04) (hash(x)=5263325)
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| 515 |
+
493 train 7.501265 (lr=1.6518e-04) (hash(x)=6865361)
|
| 516 |
+
494 train 7.715881 (lr=1.6487e-04) (hash(x)=5644619)
|
| 517 |
+
495 train 7.527929 (lr=1.6455e-04) (hash(x)=5809411)
|
| 518 |
+
496 train 7.578063 (lr=1.6424e-04) (hash(x)=7044374)
|
| 519 |
+
497 train 7.627397 (lr=1.6392e-04) (hash(x)=6293025)
|
| 520 |
+
498 train 7.591089 (lr=1.6360e-04) (hash(x)=5189023)
|
| 521 |
+
499 train 7.501734 (lr=1.6328e-04) (hash(x)=7232964)
|
| 522 |
+
500 val loss 7.5414
|
| 523 |
+
500 val perplexity 1884.5446
|
| 524 |
+
500 train 7.532164 (lr=1.6296e-04) (hash(x)=5806257)
|
| 525 |
+
501 train 7.404531 (lr=1.6264e-04) (hash(x)=5646619)
|
| 526 |
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502 train 7.564762 (lr=1.6232e-04) (hash(x)=6966594)
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| 527 |
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503 train 7.600958 (lr=1.6200e-04) (hash(x)=6171829)
|
| 528 |
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504 train 7.508771 (lr=1.6168e-04) (hash(x)=5945953)
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| 529 |
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505 train 7.770303 (lr=1.6135e-04) (hash(x)=7787552)
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| 530 |
+
506 train 7.665814 (lr=1.6103e-04) (hash(x)=7184332)
|
| 531 |
+
507 train 7.521362 (lr=1.6070e-04) (hash(x)=5884456)
|
| 532 |
+
508 train 7.624187 (lr=1.6037e-04) (hash(x)=6443281)
|
| 533 |
+
509 train 7.607260 (lr=1.6004e-04) (hash(x)=6752162)
|
| 534 |
+
510 train 7.613330 (lr=1.5971e-04) (hash(x)=7140204)
|
| 535 |
+
511 train 7.451076 (lr=1.5938e-04) (hash(x)=5077031)
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| 536 |
+
512 train 7.684568 (lr=1.5905e-04) (hash(x)=6490444)
|
| 537 |
+
513 train 7.717364 (lr=1.5872e-04) (hash(x)=6883481)
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| 538 |
+
514 train 7.557893 (lr=1.5838e-04) (hash(x)=7381497)
|
| 539 |
+
515 train 7.594733 (lr=1.5805e-04) (hash(x)=6248895)
|
| 540 |
+
516 train 7.474553 (lr=1.5772e-04) (hash(x)=6655640)
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| 541 |
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517 train 7.419809 (lr=1.5738e-04) (hash(x)=6636615)
|
| 542 |
+
518 train 7.742638 (lr=1.5704e-04) (hash(x)=5452148)
|
| 543 |
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519 train 7.548080 (lr=1.5670e-04) (hash(x)=6918004)
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| 544 |
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520 train 7.552815 (lr=1.5636e-04) (hash(x)=6547295)
|
| 545 |
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521 train 7.583791 (lr=1.5602e-04) (hash(x)=7302874)
|
| 546 |
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522 train 7.748670 (lr=1.5568e-04) (hash(x)=5637695)
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| 547 |
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523 train 7.602750 (lr=1.5534e-04) (hash(x)=6482466)
|
| 548 |
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524 train 7.533391 (lr=1.5500e-04) (hash(x)=7612126)
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| 549 |
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525 train 7.471854 (lr=1.5466e-04) (hash(x)=7298317)
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| 550 |
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526 train 7.631557 (lr=1.5431e-04) (hash(x)=5635777)
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| 551 |
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527 train 7.482061 (lr=1.5397e-04) (hash(x)=6588573)
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| 552 |
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528 train 7.668786 (lr=1.5362e-04) (hash(x)=6634173)
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| 553 |
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529 train 7.432822 (lr=1.5327e-04) (hash(x)=6229630)
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| 554 |
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530 train 7.731978 (lr=1.5293e-04) (hash(x)=6867600)
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| 555 |
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531 train 7.489731 (lr=1.5258e-04) (hash(x)=6136939)
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| 556 |
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532 train 7.339288 (lr=1.5223e-04) (hash(x)=6014704)
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| 557 |
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533 train 7.337971 (lr=1.5188e-04) (hash(x)=6394645)
|
| 558 |
+
534 train 7.710047 (lr=1.5153e-04) (hash(x)=6548145)
|
| 559 |
+
535 train 7.502839 (lr=1.5118e-04) (hash(x)=7040157)
|
| 560 |
+
536 train 7.661766 (lr=1.5082e-04) (hash(x)=5642718)
|
| 561 |
+
537 train 7.589428 (lr=1.5047e-04) (hash(x)=7041858)
|
| 562 |
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538 train 7.552312 (lr=1.5012e-04) (hash(x)=6392891)
|
| 563 |
+
539 train 7.559540 (lr=1.4976e-04) (hash(x)=6455595)
|
| 564 |
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540 train 7.526014 (lr=1.4941e-04) (hash(x)=6245990)
|
| 565 |
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541 train 7.399398 (lr=1.4905e-04) (hash(x)=6480443)
|
| 566 |
+
542 train 7.577604 (lr=1.4869e-04) (hash(x)=7680751)
|
| 567 |
+
543 train 7.709227 (lr=1.4833e-04) (hash(x)=4122983)
|
| 568 |
+
544 train 7.404023 (lr=1.4798e-04) (hash(x)=5996900)
|
| 569 |
+
545 train 7.536460 (lr=1.4762e-04) (hash(x)=7672190)
|
| 570 |
+
546 train 7.435640 (lr=1.4726e-04) (hash(x)=8149488)
|
| 571 |
+
547 train 7.563015 (lr=1.4690e-04) (hash(x)=4724052)
|
| 572 |
+
548 train 7.506015 (lr=1.4653e-04) (hash(x)=6812761)
|
| 573 |
+
549 train 7.393397 (lr=1.4617e-04) (hash(x)=6654267)
|
| 574 |
+
550 val loss 7.4660
|
| 575 |
+
550 val perplexity 1747.6449
|
| 576 |
+
550 train 7.447736 (lr=1.4581e-04) (hash(x)=6756431)
|
| 577 |
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552 train 7.526567 (lr=1.4508e-04) (hash(x)=5645711)
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553 train 7.484479 (lr=1.4472e-04) (hash(x)=6458662)
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554 train 7.512565 (lr=1.4435e-04) (hash(x)=5300771)
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555 train 8.306000 (lr=1.4398e-04) (hash(x)=7477594)
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556 train 7.597541 (lr=1.4362e-04) (hash(x)=5157748)
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557 train 7.543076 (lr=1.4325e-04) (hash(x)=5876574)
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558 train 7.309888 (lr=1.4288e-04) (hash(x)=6821258)
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559 train 7.277355 (lr=1.4251e-04) (hash(x)=6146305)
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560 train 7.566547 (lr=1.4214e-04) (hash(x)=5278517)
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561 train 7.367651 (lr=1.4177e-04) (hash(x)=6162080)
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562 train 7.345643 (lr=1.4140e-04) (hash(x)=5908198)
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563 train 7.488574 (lr=1.4103e-04) (hash(x)=6814831)
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564 train 7.561722 (lr=1.4066e-04) (hash(x)=5632357)
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565 train 7.570646 (lr=1.4029e-04) (hash(x)=7138295)
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566 train 7.177122 (lr=1.3991e-04) (hash(x)=4678562)
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567 train 7.459792 (lr=1.3954e-04) (hash(x)=5548298)
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568 train 7.317865 (lr=1.3916e-04) (hash(x)=6495991)
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569 train 7.557619 (lr=1.3879e-04) (hash(x)=6265078)
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570 train 7.739120 (lr=1.3841e-04) (hash(x)=5746797)
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571 train 7.888378 (lr=1.3804e-04) (hash(x)=7609416)
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572 train 7.620268 (lr=1.3766e-04) (hash(x)=5593869)
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573 train 7.395796 (lr=1.3728e-04) (hash(x)=6909367)
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574 train 7.440425 (lr=1.3691e-04) (hash(x)=4756034)
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575 train 7.793761 (lr=1.3653e-04) (hash(x)=7574342)
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576 train 7.209661 (lr=1.3615e-04) (hash(x)=4502769)
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577 train 7.629901 (lr=1.3577e-04) (hash(x)=8859748)
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580 train 7.494939 (lr=1.3463e-04) (hash(x)=6051136)
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582 train 7.309214 (lr=1.3387e-04) (hash(x)=5382761)
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587 train 7.378236 (lr=1.3195e-04) (hash(x)=6146213)
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588 train 7.737607 (lr=1.3157e-04) (hash(x)=7238407)
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589 train 7.284665 (lr=1.3118e-04) (hash(x)=6602917)
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590 train 7.479624 (lr=1.3080e-04) (hash(x)=6287715)
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591 train 7.367173 (lr=1.3041e-04) (hash(x)=6709902)
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592 train 7.484422 (lr=1.3003e-04) (hash(x)=6902255)
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593 train 7.556876 (lr=1.2964e-04) (hash(x)=8154341)
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594 train 7.789976 (lr=1.2925e-04) (hash(x)=5220688)
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595 train 7.564498 (lr=1.2887e-04) (hash(x)=6402571)
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596 train 7.369101 (lr=1.2848e-04) (hash(x)=5895167)
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597 train 7.490163 (lr=1.2809e-04) (hash(x)=5605466)
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598 train 7.430229 (lr=1.2770e-04) (hash(x)=6404902)
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| 625 |
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599 train 7.359136 (lr=1.2732e-04) (hash(x)=7683614)
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| 626 |
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600 val loss 7.4405
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| 627 |
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600 val perplexity 1703.6161
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| 628 |
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600 train 7.545094 (lr=1.2693e-04) (hash(x)=6103542)
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| 629 |
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601 train 7.432226 (lr=1.2654e-04) (hash(x)=5421572)
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602 train 7.338719 (lr=1.2615e-04) (hash(x)=5808144)
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603 train 7.310085 (lr=1.2576e-04) (hash(x)=5453026)
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604 train 7.341038 (lr=1.2537e-04) (hash(x)=6337335)
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605 train 7.457764 (lr=1.2498e-04) (hash(x)=6437746)
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| 634 |
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606 train 7.424649 (lr=1.2459e-04) (hash(x)=8782554)
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607 train 7.188511 (lr=1.2420e-04) (hash(x)=6260017)
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608 train 7.349472 (lr=1.2381e-04) (hash(x)=6917394)
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609 train 7.457290 (lr=1.2341e-04) (hash(x)=6119053)
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610 train 7.549181 (lr=1.2302e-04) (hash(x)=6089308)
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611 train 7.595739 (lr=1.2263e-04) (hash(x)=6591466)
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612 train 7.521837 (lr=1.2224e-04) (hash(x)=5858271)
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613 train 7.443123 (lr=1.2185e-04) (hash(x)=5652701)
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614 train 7.463419 (lr=1.2145e-04) (hash(x)=7058229)
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615 train 7.455755 (lr=1.2106e-04) (hash(x)=5501472)
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616 train 7.556617 (lr=1.2067e-04) (hash(x)=6232515)
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617 train 7.729628 (lr=1.2027e-04) (hash(x)=6160695)
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618 train 7.463953 (lr=1.1988e-04) (hash(x)=6020418)
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619 train 7.327691 (lr=1.1949e-04) (hash(x)=5871698)
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620 train 7.349918 (lr=1.1909e-04) (hash(x)=6796897)
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621 train 7.419732 (lr=1.1870e-04) (hash(x)=7301184)
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622 train 7.343307 (lr=1.1830e-04) (hash(x)=5748484)
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623 train 7.250406 (lr=1.1791e-04) (hash(x)=4282052)
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624 train 7.405371 (lr=1.1752e-04) (hash(x)=4758217)
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625 train 7.639436 (lr=1.1712e-04) (hash(x)=5679330)
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626 train 7.284977 (lr=1.1673e-04) (hash(x)=6726349)
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627 train 7.431141 (lr=1.1633e-04) (hash(x)=7824660)
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628 train 7.327853 (lr=1.1594e-04) (hash(x)=6255315)
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629 train 7.480049 (lr=1.1554e-04) (hash(x)=4857318)
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630 train 7.438340 (lr=1.1515e-04) (hash(x)=6974405)
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631 train 7.222921 (lr=1.1475e-04) (hash(x)=5954950)
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632 train 7.463291 (lr=1.1435e-04) (hash(x)=5981982)
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633 train 7.346389 (lr=1.1396e-04) (hash(x)=5758178)
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634 train 7.574354 (lr=1.1356e-04) (hash(x)=7816503)
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635 train 7.275682 (lr=1.1317e-04) (hash(x)=5484656)
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636 train 7.390398 (lr=1.1277e-04) (hash(x)=5513418)
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637 train 7.450412 (lr=1.1238e-04) (hash(x)=6818913)
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638 train 7.692029 (lr=1.1198e-04) (hash(x)=7444913)
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| 667 |
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639 train 7.530225 (lr=1.1158e-04) (hash(x)=7031328)
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| 668 |
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640 train 7.365683 (lr=1.1119e-04) (hash(x)=5202673)
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| 669 |
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641 train 7.536321 (lr=1.1079e-04) (hash(x)=6837621)
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| 670 |
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642 train 7.293514 (lr=1.1040e-04) (hash(x)=6590985)
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| 671 |
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643 train 7.657380 (lr=1.1000e-04) (hash(x)=9157069)
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| 672 |
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644 train 7.902295 (lr=1.0960e-04) (hash(x)=5123556)
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| 673 |
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645 train 7.533281 (lr=1.0921e-04) (hash(x)=6509536)
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| 674 |
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646 train 7.653763 (lr=1.0881e-04) (hash(x)=6252013)
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| 675 |
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647 train 7.206101 (lr=1.0842e-04) (hash(x)=5996883)
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| 676 |
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648 train 7.383912 (lr=1.0802e-04) (hash(x)=5942379)
|
| 677 |
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649 train 7.971305 (lr=1.0762e-04) (hash(x)=6850868)
|
| 678 |
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650 val loss 7.4150
|
| 679 |
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650 val perplexity 1660.7004
|
| 680 |
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650 train 7.558649 (lr=1.0723e-04) (hash(x)=8017172)
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| 681 |
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651 train 7.673163 (lr=1.0683e-04) (hash(x)=7645447)
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| 682 |
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652 train 7.534888 (lr=1.0644e-04) (hash(x)=8751332)
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653 train 7.678119 (lr=1.0604e-04) (hash(x)=6717515)
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| 684 |
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654 train 7.824278 (lr=1.0565e-04) (hash(x)=6521028)
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655 train 7.652367 (lr=1.0525e-04) (hash(x)=6336164)
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| 686 |
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656 train 7.434928 (lr=1.0485e-04) (hash(x)=6289337)
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| 687 |
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657 train 7.467825 (lr=1.0446e-04) (hash(x)=6897445)
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| 688 |
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658 train 7.582687 (lr=1.0406e-04) (hash(x)=7037289)
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| 689 |
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659 train 7.138896 (lr=1.0367e-04) (hash(x)=5224240)
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| 690 |
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660 train 7.474417 (lr=1.0327e-04) (hash(x)=6834715)
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| 691 |
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661 train 7.537750 (lr=1.0288e-04) (hash(x)=6612945)
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| 692 |
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662 train 8.162536 (lr=1.0248e-04) (hash(x)=8320588)
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| 693 |
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663 train 7.794092 (lr=1.0209e-04) (hash(x)=5447801)
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| 694 |
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664 train 7.463457 (lr=1.0170e-04) (hash(x)=6656376)
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| 695 |
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665 train 7.532824 (lr=1.0130e-04) (hash(x)=7308579)
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| 696 |
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666 train 7.588437 (lr=1.0091e-04) (hash(x)=5344256)
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| 697 |
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667 train 7.183955 (lr=1.0051e-04) (hash(x)=4155598)
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| 698 |
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668 train 7.408799 (lr=1.0012e-04) (hash(x)=5177976)
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| 699 |
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669 train 7.376862 (lr=9.9726e-05) (hash(x)=6106773)
|
| 700 |
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670 train 7.360868 (lr=9.9333e-05) (hash(x)=8334761)
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| 701 |
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671 train 7.513438 (lr=9.8940e-05) (hash(x)=7482744)
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| 702 |
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672 train 7.789665 (lr=9.8547e-05) (hash(x)=6435528)
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| 703 |
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673 train 7.197334 (lr=9.8154e-05) (hash(x)=6310687)
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| 704 |
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674 train 7.224880 (lr=9.7762e-05) (hash(x)=6917344)
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675 train 7.527946 (lr=9.7370e-05) (hash(x)=4733414)
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676 train 7.284383 (lr=9.6978e-05) (hash(x)=5146340)
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677 train 7.713058 (lr=9.6586e-05) (hash(x)=6979734)
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678 train 7.231119 (lr=9.6195e-05) (hash(x)=5847143)
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| 709 |
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679 train 7.321202 (lr=9.5804e-05) (hash(x)=7806284)
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| 710 |
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680 train 7.225080 (lr=9.5413e-05) (hash(x)=6367699)
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| 711 |
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681 train 7.385952 (lr=9.5022e-05) (hash(x)=5080536)
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682 train 7.574567 (lr=9.4632e-05) (hash(x)=7218763)
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| 713 |
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683 train 7.460165 (lr=9.4242e-05) (hash(x)=7236478)
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| 714 |
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684 train 7.423580 (lr=9.3852e-05) (hash(x)=5497206)
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| 715 |
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685 train 7.496721 (lr=9.3463e-05) (hash(x)=6619318)
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686 train 7.429164 (lr=9.3073e-05) (hash(x)=5916845)
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687 train 7.275301 (lr=9.2685e-05) (hash(x)=4656255)
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| 718 |
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688 train 7.279352 (lr=9.2296e-05) (hash(x)=5788889)
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| 719 |
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689 train 7.313172 (lr=9.1908e-05) (hash(x)=5546888)
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| 720 |
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690 train 7.473600 (lr=9.1520e-05) (hash(x)=8072073)
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| 721 |
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691 train 8.035438 (lr=9.1133e-05) (hash(x)=9298325)
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| 722 |
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692 train 7.505507 (lr=9.0746e-05) (hash(x)=5553198)
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| 723 |
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693 train 7.372512 (lr=9.0359e-05) (hash(x)=5994232)
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| 724 |
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694 train 7.415750 (lr=8.9973e-05) (hash(x)=7133014)
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| 725 |
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695 train 7.459253 (lr=8.9587e-05) (hash(x)=6287524)
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| 726 |
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696 train 7.340704 (lr=8.9202e-05) (hash(x)=4968095)
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| 727 |
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697 train 7.751530 (lr=8.8817e-05) (hash(x)=6200049)
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| 728 |
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698 train 7.416398 (lr=8.8432e-05) (hash(x)=6569299)
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| 729 |
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699 train 7.483715 (lr=8.8048e-05) (hash(x)=7895970)
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| 730 |
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700 val loss 7.3860
|
| 731 |
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700 val perplexity 1613.1682
|
| 732 |
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700 train 7.454215 (lr=8.7664e-05) (hash(x)=5286600)
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| 733 |
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701 train 7.280346 (lr=8.7281e-05) (hash(x)=6051847)
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| 734 |
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702 train 7.319325 (lr=8.6898e-05) (hash(x)=5156899)
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| 735 |
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703 train 7.778841 (lr=8.6515e-05) (hash(x)=8847992)
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| 736 |
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704 train 7.837794 (lr=8.6133e-05) (hash(x)=5343653)
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| 737 |
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705 train 7.974396 (lr=8.5751e-05) (hash(x)=5123883)
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| 738 |
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706 train 7.543467 (lr=8.5370e-05) (hash(x)=6462379)
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| 739 |
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707 train 7.406644 (lr=8.4990e-05) (hash(x)=6338998)
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| 740 |
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708 train 7.583449 (lr=8.4610e-05) (hash(x)=5803128)
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709 train 7.360124 (lr=8.4230e-05) (hash(x)=5765866)
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710 train 7.955447 (lr=8.3851e-05) (hash(x)=7297901)
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711 train 7.685194 (lr=8.3472e-05) (hash(x)=7104011)
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| 744 |
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712 train 7.324003 (lr=8.3094e-05) (hash(x)=6511383)
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| 745 |
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713 train 7.804550 (lr=8.2716e-05) (hash(x)=7438267)
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714 train 7.296929 (lr=8.2339e-05) (hash(x)=5600336)
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715 train 7.323614 (lr=8.1963e-05) (hash(x)=5573214)
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716 train 7.409211 (lr=8.1587e-05) (hash(x)=5751679)
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717 train 7.792267 (lr=8.1211e-05) (hash(x)=6897283)
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718 train 7.377743 (lr=8.0836e-05) (hash(x)=6011576)
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719 train 7.351501 (lr=8.0462e-05) (hash(x)=6882897)
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720 train 7.459682 (lr=8.0088e-05) (hash(x)=7223798)
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721 train 7.563742 (lr=7.9715e-05) (hash(x)=5343615)
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722 train 7.455894 (lr=7.9342e-05) (hash(x)=5500678)
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723 train 7.343488 (lr=7.8970e-05) (hash(x)=5854242)
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724 train 7.415850 (lr=7.8599e-05) (hash(x)=6087004)
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725 train 7.214909 (lr=7.8228e-05) (hash(x)=6317324)
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726 train 7.221733 (lr=7.7858e-05) (hash(x)=5502743)
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727 train 7.267812 (lr=7.7488e-05) (hash(x)=6972494)
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728 train 7.468316 (lr=7.7119e-05) (hash(x)=5138900)
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729 train 7.187045 (lr=7.6751e-05) (hash(x)=5661167)
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730 train 7.238564 (lr=7.6383e-05) (hash(x)=5204562)
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731 train 7.439147 (lr=7.6016e-05) (hash(x)=6796805)
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732 train 7.174314 (lr=7.5650e-05) (hash(x)=4915685)
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733 train 7.185508 (lr=7.5284e-05) (hash(x)=5817209)
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734 train 7.356492 (lr=7.4919e-05) (hash(x)=5270999)
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735 train 7.140251 (lr=7.4555e-05) (hash(x)=6139120)
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736 train 7.400005 (lr=7.4191e-05) (hash(x)=6348780)
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737 train 7.445010 (lr=7.3828e-05) (hash(x)=6121296)
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738 train 7.345733 (lr=7.3466e-05) (hash(x)=5527309)
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739 train 7.430100 (lr=7.3105e-05) (hash(x)=6486796)
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740 train 7.413500 (lr=7.2744e-05) (hash(x)=5859868)
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741 train 7.214375 (lr=7.2384e-05) (hash(x)=5514645)
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742 train 7.388248 (lr=7.2024e-05) (hash(x)=5740298)
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743 train 7.107208 (lr=7.1666e-05) (hash(x)=5578797)
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744 train 7.244393 (lr=7.1308e-05) (hash(x)=3634442)
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745 train 7.240322 (lr=7.0950e-05) (hash(x)=7651738)
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746 train 7.434947 (lr=7.0594e-05) (hash(x)=7118416)
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747 train 7.500448 (lr=7.0238e-05) (hash(x)=6895326)
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748 train 7.519388 (lr=6.9884e-05) (hash(x)=8607990)
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749 train 7.399383 (lr=6.9529e-05) (hash(x)=5490256)
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| 782 |
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750 val loss 7.3695
|
| 783 |
+
750 val perplexity 1586.8071
|
| 784 |
+
750 train 7.350731 (lr=6.9176e-05) (hash(x)=6918464)
|
| 785 |
+
751 train 7.310596 (lr=6.8824e-05) (hash(x)=7783160)
|
| 786 |
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752 train 7.313467 (lr=6.8472e-05) (hash(x)=4910007)
|
| 787 |
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753 train 7.727997 (lr=6.8121e-05) (hash(x)=5608424)
|
| 788 |
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754 train 7.517766 (lr=6.7771e-05) (hash(x)=5176743)
|
| 789 |
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755 train 7.105943 (lr=6.7422e-05) (hash(x)=4867625)
|
| 790 |
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756 train 7.233555 (lr=6.7073e-05) (hash(x)=4859474)
|
| 791 |
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757 train 7.200327 (lr=6.6725e-05) (hash(x)=4655472)
|
| 792 |
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758 train 7.231444 (lr=6.6379e-05) (hash(x)=4985126)
|
| 793 |
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759 train 7.316587 (lr=6.6033e-05) (hash(x)=6631123)
|
| 794 |
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760 train 7.122736 (lr=6.5688e-05) (hash(x)=3652957)
|
| 795 |
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761 train 6.768360 (lr=6.5343e-05) (hash(x)=5751990)
|
| 796 |
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762 train 7.144338 (lr=6.5000e-05) (hash(x)=6798916)
|
| 797 |
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763 train 7.391134 (lr=6.4657e-05) (hash(x)=6710965)
|
| 798 |
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764 train 7.293493 (lr=6.4316e-05) (hash(x)=5490166)
|
| 799 |
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765 train 7.143958 (lr=6.3975e-05) (hash(x)=5293800)
|
| 800 |
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766 train 7.154714 (lr=6.3635e-05) (hash(x)=5884835)
|
| 801 |
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767 train 7.336812 (lr=6.3296e-05) (hash(x)=6294657)
|
| 802 |
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768 train 7.522257 (lr=6.2958e-05) (hash(x)=7085154)
|
| 803 |
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769 train 7.309388 (lr=6.2621e-05) (hash(x)=6999538)
|
| 804 |
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770 train 7.473662 (lr=6.2285e-05) (hash(x)=5244581)
|
| 805 |
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771 train 7.308619 (lr=6.1950e-05) (hash(x)=5443606)
|
| 806 |
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772 train 7.423372 (lr=6.1615e-05) (hash(x)=7028408)
|
| 807 |
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773 train 7.297877 (lr=6.1282e-05) (hash(x)=5650401)
|
| 808 |
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774 train 7.382840 (lr=6.0949e-05) (hash(x)=6770125)
|
| 809 |
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775 train 7.368053 (lr=6.0618e-05) (hash(x)=7035770)
|
| 810 |
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776 train 7.235838 (lr=6.0287e-05) (hash(x)=6405982)
|
| 811 |
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777 train 7.433779 (lr=5.9958e-05) (hash(x)=6678271)
|
| 812 |
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778 train 7.341571 (lr=5.9629e-05) (hash(x)=6088760)
|
| 813 |
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779 train 7.710944 (lr=5.9301e-05) (hash(x)=4899541)
|
| 814 |
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780 train 7.227730 (lr=5.8974e-05) (hash(x)=5154342)
|
| 815 |
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781 train 7.303314 (lr=5.8649e-05) (hash(x)=5359260)
|
| 816 |
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782 train 7.120378 (lr=5.8324e-05) (hash(x)=5513509)
|
| 817 |
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783 train 7.397349 (lr=5.8000e-05) (hash(x)=6227120)
|
| 818 |
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784 train 7.289814 (lr=5.7678e-05) (hash(x)=5165184)
|
| 819 |
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785 train 7.351325 (lr=5.7356e-05) (hash(x)=6643916)
|
| 820 |
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786 train 7.387877 (lr=5.7035e-05) (hash(x)=7048323)
|
| 821 |
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787 train 7.391709 (lr=5.6716e-05) (hash(x)=5981648)
|
| 822 |
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788 train 7.256435 (lr=5.6397e-05) (hash(x)=4827872)
|
| 823 |
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789 train 7.451088 (lr=5.6079e-05) (hash(x)=6467540)
|
| 824 |
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790 train 7.321057 (lr=5.5763e-05) (hash(x)=6542722)
|
| 825 |
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791 train 7.256625 (lr=5.5447e-05) (hash(x)=5558993)
|
| 826 |
+
792 train 7.475604 (lr=5.5133e-05) (hash(x)=5310679)
|
| 827 |
+
793 train 7.456367 (lr=5.4820e-05) (hash(x)=6698959)
|
| 828 |
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794 train 7.151150 (lr=5.4507e-05) (hash(x)=6858783)
|
| 829 |
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795 train 7.364870 (lr=5.4196e-05) (hash(x)=7015671)
|
| 830 |
+
796 train 7.295730 (lr=5.3886e-05) (hash(x)=4483663)
|
| 831 |
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797 train 7.257546 (lr=5.3577e-05) (hash(x)=6800890)
|
| 832 |
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798 train 7.268049 (lr=5.3269e-05) (hash(x)=6730827)
|
| 833 |
+
799 train 7.625160 (lr=5.2962e-05) (hash(x)=5931234)
|
| 834 |
+
800 val loss 7.3493
|
| 835 |
+
800 val perplexity 1555.0948
|
| 836 |
+
800 train 7.458741 (lr=5.2656e-05) (hash(x)=4866660)
|
| 837 |
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801 train 7.408505 (lr=5.2352e-05) (hash(x)=3995070)
|
| 838 |
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802 train 7.505974 (lr=5.2048e-05) (hash(x)=4488617)
|
| 839 |
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803 train 7.279483 (lr=5.1746e-05) (hash(x)=4582159)
|
| 840 |
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804 train 7.458854 (lr=5.1444e-05) (hash(x)=5164570)
|
| 841 |
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805 train 7.511346 (lr=5.1144e-05) (hash(x)=7081906)
|
| 842 |
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806 train 7.253983 (lr=5.0845e-05) (hash(x)=5480570)
|
| 843 |
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807 train 7.351478 (lr=5.0547e-05) (hash(x)=5029472)
|
| 844 |
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808 train 7.349893 (lr=5.0251e-05) (hash(x)=8207798)
|
| 845 |
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809 train 7.256050 (lr=4.9955e-05) (hash(x)=3946232)
|
| 846 |
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810 train 7.172788 (lr=4.9661e-05) (hash(x)=5652175)
|
| 847 |
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811 train 7.271476 (lr=4.9367e-05) (hash(x)=5434102)
|
| 848 |
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812 train 8.463399 (lr=4.9075e-05) (hash(x)=6558885)
|
| 849 |
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813 train 7.509143 (lr=4.8784e-05) (hash(x)=5340646)
|
| 850 |
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814 train 7.063549 (lr=4.8495e-05) (hash(x)=6403613)
|
| 851 |
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815 train 7.114406 (lr=4.8206e-05) (hash(x)=6810638)
|
| 852 |
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816 train 7.039555 (lr=4.7919e-05) (hash(x)=4382313)
|
| 853 |
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817 train 7.692449 (lr=4.7633e-05) (hash(x)=6768026)
|
| 854 |
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818 train 7.325496 (lr=4.7348e-05) (hash(x)=6423059)
|
| 855 |
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819 train 7.376756 (lr=4.7064e-05) (hash(x)=6521562)
|
| 856 |
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820 train 7.334204 (lr=4.6782e-05) (hash(x)=5653405)
|
| 857 |
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821 train 7.346684 (lr=4.6501e-05) (hash(x)=4429434)
|
| 858 |
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822 train 7.463165 (lr=4.6221e-05) (hash(x)=6885745)
|
| 859 |
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823 train 7.347682 (lr=4.5942e-05) (hash(x)=7226932)
|
| 860 |
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824 train 7.130199 (lr=4.5664e-05) (hash(x)=5371082)
|
| 861 |
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825 train 7.245062 (lr=4.5388e-05) (hash(x)=5065932)
|
| 862 |
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826 train 7.262284 (lr=4.5113e-05) (hash(x)=5384078)
|
| 863 |
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827 train 7.408626 (lr=4.4839e-05) (hash(x)=6957849)
|
| 864 |
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828 train 7.490227 (lr=4.4567e-05) (hash(x)=6049310)
|
| 865 |
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829 train 7.180797 (lr=4.4295e-05) (hash(x)=6431457)
|
| 866 |
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830 train 7.513694 (lr=4.4025e-05) (hash(x)=6479516)
|
| 867 |
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831 train 7.297242 (lr=4.3757e-05) (hash(x)=5334281)
|
| 868 |
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832 train 7.234174 (lr=4.3489e-05) (hash(x)=6811166)
|
| 869 |
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833 train 7.625687 (lr=4.3223e-05) (hash(x)=5471747)
|
| 870 |
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834 train 7.513314 (lr=4.2958e-05) (hash(x)=6733641)
|
| 871 |
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835 train 7.488129 (lr=4.2695e-05) (hash(x)=5887983)
|
| 872 |
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836 train 7.503080 (lr=4.2432e-05) (hash(x)=5366857)
|
| 873 |
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837 train 7.310686 (lr=4.2171e-05) (hash(x)=5075909)
|
| 874 |
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838 train 7.186604 (lr=4.1912e-05) (hash(x)=4961569)
|
| 875 |
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839 train 7.248739 (lr=4.1654e-05) (hash(x)=6393576)
|
| 876 |
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840 train 7.363343 (lr=4.1397e-05) (hash(x)=5520210)
|
| 877 |
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841 train 7.311482 (lr=4.1141e-05) (hash(x)=6608979)
|
| 878 |
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842 train 7.643979 (lr=4.0887e-05) (hash(x)=6223763)
|
| 879 |
+
843 train 7.836648 (lr=4.0634e-05) (hash(x)=5057959)
|
| 880 |
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844 train 7.649400 (lr=4.0382e-05) (hash(x)=8268189)
|
| 881 |
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845 train 7.720472 (lr=4.0132e-05) (hash(x)=6414858)
|
| 882 |
+
846 train 7.264541 (lr=3.9883e-05) (hash(x)=6468918)
|
| 883 |
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847 train 7.648538 (lr=3.9635e-05) (hash(x)=8595271)
|
| 884 |
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848 train 7.310149 (lr=3.9389e-05) (hash(x)=5833443)
|
| 885 |
+
849 train 7.305192 (lr=3.9144e-05) (hash(x)=6500949)
|
| 886 |
+
850 val loss 7.3392
|
| 887 |
+
850 val perplexity 1539.4948
|
| 888 |
+
850 train 7.299557 (lr=3.8901e-05) (hash(x)=5866207)
|
| 889 |
+
851 train 7.662872 (lr=3.8659e-05) (hash(x)=8395167)
|
| 890 |
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852 train 7.671334 (lr=3.8418e-05) (hash(x)=8155803)
|
| 891 |
+
853 train 7.554940 (lr=3.8178e-05) (hash(x)=6288420)
|
| 892 |
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854 train 7.520384 (lr=3.7941e-05) (hash(x)=6770885)
|
| 893 |
+
855 train 7.317709 (lr=3.7704e-05) (hash(x)=7634417)
|
| 894 |
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856 train 7.251218 (lr=3.7469e-05) (hash(x)=6102598)
|
| 895 |
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857 train 7.333034 (lr=3.7235e-05) (hash(x)=6795561)
|
| 896 |
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858 train 7.271451 (lr=3.7003e-05) (hash(x)=6178545)
|
| 897 |
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859 train 7.141239 (lr=3.6772e-05) (hash(x)=5257771)
|
| 898 |
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860 train 7.084524 (lr=3.6542e-05) (hash(x)=5794385)
|
| 899 |
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861 train 7.620108 (lr=3.6314e-05) (hash(x)=7506860)
|
| 900 |
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862 train 7.432599 (lr=3.6088e-05) (hash(x)=4617636)
|
| 901 |
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863 train 7.405635 (lr=3.5862e-05) (hash(x)=7674238)
|
| 902 |
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864 train 7.862397 (lr=3.5639e-05) (hash(x)=7502317)
|
| 903 |
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865 train 7.228305 (lr=3.5416e-05) (hash(x)=5353794)
|
| 904 |
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866 train 7.744471 (lr=3.5195e-05) (hash(x)=8474964)
|
| 905 |
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867 train 7.170532 (lr=3.4976e-05) (hash(x)=5300555)
|
| 906 |
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868 train 7.049745 (lr=3.4758e-05) (hash(x)=6638039)
|
| 907 |
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869 train 7.231029 (lr=3.4541e-05) (hash(x)=5564419)
|
| 908 |
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870 train 7.559051 (lr=3.4326e-05) (hash(x)=6466311)
|
| 909 |
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871 train 7.285535 (lr=3.4113e-05) (hash(x)=6066139)
|
| 910 |
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872 train 7.427622 (lr=3.3900e-05) (hash(x)=6790356)
|
| 911 |
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873 train 7.328134 (lr=3.3690e-05) (hash(x)=6863709)
|
| 912 |
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874 train 7.480557 (lr=3.3480e-05) (hash(x)=6872703)
|
| 913 |
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875 train 7.264747 (lr=3.3273e-05) (hash(x)=6688212)
|
| 914 |
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876 train 7.451789 (lr=3.3066e-05) (hash(x)=4838260)
|
| 915 |
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877 train 7.605741 (lr=3.2862e-05) (hash(x)=7095090)
|
| 916 |
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878 train 7.793611 (lr=3.2658e-05) (hash(x)=6775236)
|
| 917 |
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879 train 7.435330 (lr=3.2457e-05) (hash(x)=6642404)
|
| 918 |
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880 train 7.261833 (lr=3.2256e-05) (hash(x)=6365570)
|
| 919 |
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881 train 7.394926 (lr=3.2058e-05) (hash(x)=6539227)
|
| 920 |
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882 train 7.354235 (lr=3.1860e-05) (hash(x)=5854007)
|
| 921 |
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883 train 7.299989 (lr=3.1665e-05) (hash(x)=4961570)
|
| 922 |
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884 train 7.110744 (lr=3.1471e-05) (hash(x)=3961674)
|
| 923 |
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885 train 7.415573 (lr=3.1278e-05) (hash(x)=6606391)
|
| 924 |
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886 train 6.855542 (lr=3.1087e-05) (hash(x)=6179396)
|
| 925 |
+
887 train 7.271055 (lr=3.0897e-05) (hash(x)=5105190)
|
| 926 |
+
888 train 7.747058 (lr=3.0709e-05) (hash(x)=5970936)
|
| 927 |
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889 train 7.538048 (lr=3.0522e-05) (hash(x)=5695997)
|
| 928 |
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890 train 7.275749 (lr=3.0337e-05) (hash(x)=6171397)
|
| 929 |
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891 train 7.429681 (lr=3.0154e-05) (hash(x)=7155991)
|
| 930 |
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892 train 7.176868 (lr=2.9972e-05) (hash(x)=6739404)
|
| 931 |
+
893 train 7.485420 (lr=2.9791e-05) (hash(x)=7249727)
|
| 932 |
+
894 train 7.411972 (lr=2.9613e-05) (hash(x)=6782303)
|
| 933 |
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895 train 7.204674 (lr=2.9435e-05) (hash(x)=5132972)
|
| 934 |
+
896 train 7.413833 (lr=2.9260e-05) (hash(x)=5962092)
|
| 935 |
+
897 train 7.197115 (lr=2.9085e-05) (hash(x)=5381802)
|
| 936 |
+
898 train 7.222078 (lr=2.8913e-05) (hash(x)=6546040)
|
| 937 |
+
899 train 7.466074 (lr=2.8742e-05) (hash(x)=6269946)
|
| 938 |
+
900 val loss 7.3256
|
| 939 |
+
900 val perplexity 1518.7249
|
| 940 |
+
900 train 7.366619 (lr=2.8572e-05) (hash(x)=5427088)
|
| 941 |
+
901 train 7.250206 (lr=2.8404e-05) (hash(x)=4976762)
|
| 942 |
+
902 train 7.396802 (lr=2.8238e-05) (hash(x)=5758632)
|
| 943 |
+
903 train 7.392920 (lr=2.8073e-05) (hash(x)=5396133)
|
| 944 |
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904 train 7.434168 (lr=2.7910e-05) (hash(x)=6805706)
|
| 945 |
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905 train 7.267515 (lr=2.7749e-05) (hash(x)=6173473)
|
| 946 |
+
906 train 7.447976 (lr=2.7589e-05) (hash(x)=6565677)
|
| 947 |
+
907 train 7.199090 (lr=2.7430e-05) (hash(x)=6394083)
|
| 948 |
+
908 train 7.370712 (lr=2.7274e-05) (hash(x)=6445589)
|
| 949 |
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909 train 7.390798 (lr=2.7119e-05) (hash(x)=6436030)
|
| 950 |
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910 train 7.257186 (lr=2.6965e-05) (hash(x)=7220327)
|
| 951 |
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911 train 7.240999 (lr=2.6813e-05) (hash(x)=5237804)
|
| 952 |
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912 train 7.197953 (lr=2.6663e-05) (hash(x)=4906982)
|
| 953 |
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913 train 7.250177 (lr=2.6514e-05) (hash(x)=6540397)
|
| 954 |
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914 train 7.445331 (lr=2.6367e-05) (hash(x)=5799609)
|
| 955 |
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915 train 7.526650 (lr=2.6221e-05) (hash(x)=5216638)
|
| 956 |
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916 train 7.074869 (lr=2.6077e-05) (hash(x)=5646696)
|
| 957 |
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917 train 7.509258 (lr=2.5935e-05) (hash(x)=5750537)
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| 958 |
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918 train 7.268204 (lr=2.5795e-05) (hash(x)=6625042)
|
| 959 |
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919 train 7.320524 (lr=2.5656e-05) (hash(x)=6735565)
|
| 960 |
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920 train 7.264712 (lr=2.5518e-05) (hash(x)=6600526)
|
| 961 |
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921 train 7.356437 (lr=2.5383e-05) (hash(x)=7297488)
|
| 962 |
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922 train 7.449017 (lr=2.5249e-05) (hash(x)=8039568)
|
| 963 |
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923 train 7.626235 (lr=2.5116e-05) (hash(x)=5983575)
|
| 964 |
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924 train 7.347427 (lr=2.4985e-05) (hash(x)=5322135)
|
| 965 |
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925 train 7.307502 (lr=2.4856e-05) (hash(x)=4808543)
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| 966 |
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926 train 7.374880 (lr=2.4729e-05) (hash(x)=6387352)
|
| 967 |
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927 train 7.479345 (lr=2.4603e-05) (hash(x)=5831619)
|
| 968 |
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928 train 7.205617 (lr=2.4479e-05) (hash(x)=5418207)
|
| 969 |
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929 train 7.190817 (lr=2.4356e-05) (hash(x)=6280052)
|
| 970 |
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930 train 7.312872 (lr=2.4235e-05) (hash(x)=5668790)
|
| 971 |
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931 train 7.165340 (lr=2.4116e-05) (hash(x)=9109083)
|
| 972 |
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932 train 7.930820 (lr=2.3998e-05) (hash(x)=7957194)
|
| 973 |
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933 train 7.036334 (lr=2.3883e-05) (hash(x)=5848604)
|
| 974 |
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934 train 7.299820 (lr=2.3768e-05) (hash(x)=6466898)
|
| 975 |
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935 train 7.517517 (lr=2.3656e-05) (hash(x)=6912967)
|
| 976 |
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936 train 7.635291 (lr=2.3545e-05) (hash(x)=6802045)
|
| 977 |
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937 train 7.552060 (lr=2.3436e-05) (hash(x)=6615365)
|
| 978 |
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938 train 7.731026 (lr=2.3328e-05) (hash(x)=5956271)
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| 979 |
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939 train 7.604625 (lr=2.3222e-05) (hash(x)=5965674)
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| 980 |
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940 train 7.419561 (lr=2.3118e-05) (hash(x)=5925388)
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| 981 |
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941 train 7.552092 (lr=2.3016e-05) (hash(x)=6879965)
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| 982 |
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942 train 7.668989 (lr=2.2915e-05) (hash(x)=6850068)
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| 983 |
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943 train 7.206676 (lr=2.2816e-05) (hash(x)=5822533)
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| 984 |
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944 train 7.239583 (lr=2.2718e-05) (hash(x)=5175909)
|
| 985 |
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945 train 7.359796 (lr=2.2623e-05) (hash(x)=5794462)
|
| 986 |
+
946 train 7.299229 (lr=2.2528e-05) (hash(x)=5451297)
|
| 987 |
+
947 train 7.454557 (lr=2.2436e-05) (hash(x)=5268216)
|
| 988 |
+
948 train 7.228423 (lr=2.2345e-05) (hash(x)=5828351)
|
| 989 |
+
949 train 7.166238 (lr=2.2256e-05) (hash(x)=7058396)
|
| 990 |
+
950 val loss 7.3174
|
| 991 |
+
950 val perplexity 1506.2653
|
| 992 |
+
950 train 7.175211 (lr=2.2169e-05) (hash(x)=6202824)
|
| 993 |
+
951 train 7.443611 (lr=2.2084e-05) (hash(x)=6531900)
|
| 994 |
+
952 train 7.320154 (lr=2.2000e-05) (hash(x)=6989972)
|
| 995 |
+
953 train 7.332245 (lr=2.1918e-05) (hash(x)=5878912)
|
| 996 |
+
954 train 7.128870 (lr=2.1837e-05) (hash(x)=7862929)
|
| 997 |
+
955 train 7.157946 (lr=2.1758e-05) (hash(x)=5426499)
|
| 998 |
+
956 train 7.127827 (lr=2.1681e-05) (hash(x)=5926459)
|
| 999 |
+
957 train 7.573450 (lr=2.1606e-05) (hash(x)=8107004)
|
| 1000 |
+
958 train 8.060073 (lr=2.1532e-05) (hash(x)=8057219)
|
| 1001 |
+
959 train 8.048660 (lr=2.1461e-05) (hash(x)=7455372)
|
| 1002 |
+
960 train 7.980464 (lr=2.1390e-05) (hash(x)=7083241)
|
| 1003 |
+
961 train 8.033175 (lr=2.1322e-05) (hash(x)=7727959)
|
| 1004 |
+
962 train 7.958523 (lr=2.1255e-05) (hash(x)=8069628)
|
| 1005 |
+
963 train 7.980753 (lr=2.1190e-05) (hash(x)=8319119)
|
| 1006 |
+
964 train 7.934962 (lr=2.1127e-05) (hash(x)=8080739)
|
| 1007 |
+
965 train 7.928865 (lr=2.1065e-05) (hash(x)=7581656)
|
| 1008 |
+
966 train 7.977360 (lr=2.1005e-05) (hash(x)=7644116)
|
| 1009 |
+
967 train 8.031235 (lr=2.0947e-05) (hash(x)=7592128)
|
| 1010 |
+
968 train 7.900897 (lr=2.0891e-05) (hash(x)=7555224)
|
| 1011 |
+
969 train 8.108923 (lr=2.0836e-05) (hash(x)=10506633)
|
| 1012 |
+
970 train 7.927726 (lr=2.0783e-05) (hash(x)=7171723)
|
| 1013 |
+
971 train 8.066471 (lr=2.0732e-05) (hash(x)=8704170)
|
| 1014 |
+
972 train 7.973075 (lr=2.0682e-05) (hash(x)=6236578)
|
| 1015 |
+
973 train 7.409932 (lr=2.0634e-05) (hash(x)=7461138)
|
| 1016 |
+
974 train 7.402748 (lr=2.0588e-05) (hash(x)=6802094)
|
| 1017 |
+
975 train 7.519301 (lr=2.0544e-05) (hash(x)=7165037)
|
| 1018 |
+
976 train 7.753916 (lr=2.0501e-05) (hash(x)=7619348)
|
| 1019 |
+
977 train 7.418281 (lr=2.0460e-05) (hash(x)=4976998)
|
| 1020 |
+
978 train 7.362858 (lr=2.0421e-05) (hash(x)=7270148)
|
| 1021 |
+
979 train 7.199983 (lr=2.0384e-05) (hash(x)=7678000)
|
| 1022 |
+
980 train 7.380810 (lr=2.0348e-05) (hash(x)=5853099)
|
| 1023 |
+
981 train 7.287700 (lr=2.0314e-05) (hash(x)=6299409)
|
| 1024 |
+
982 train 7.305512 (lr=2.0282e-05) (hash(x)=5422994)
|
| 1025 |
+
983 train 7.211154 (lr=2.0252e-05) (hash(x)=7414788)
|
| 1026 |
+
984 train 7.545966 (lr=2.0223e-05) (hash(x)=5094219)
|
| 1027 |
+
985 train 7.205543 (lr=2.0196e-05) (hash(x)=5063061)
|
| 1028 |
+
986 train 7.251679 (lr=2.0171e-05) (hash(x)=5964965)
|
| 1029 |
+
987 train 7.354722 (lr=2.0147e-05) (hash(x)=7326216)
|
| 1030 |
+
988 train 7.470905 (lr=2.0125e-05) (hash(x)=7677783)
|
| 1031 |
+
989 train 7.400064 (lr=2.0105e-05) (hash(x)=7492012)
|
| 1032 |
+
990 train 7.365852 (lr=2.0087e-05) (hash(x)=5898822)
|
| 1033 |
+
991 train 7.444882 (lr=2.0071e-05) (hash(x)=5857162)
|
| 1034 |
+
992 train 7.166565 (lr=2.0056e-05) (hash(x)=5675101)
|
| 1035 |
+
993 train 7.253083 (lr=2.0043e-05) (hash(x)=6169001)
|
| 1036 |
+
994 train 7.388286 (lr=2.0031e-05) (hash(x)=6691027)
|
| 1037 |
+
995 train 10.628089 (lr=2.0022e-05) (hash(x)=14715669)
|
| 1038 |
+
996 train 11.674992 (lr=2.0014e-05) (hash(x)=14724033)
|
| 1039 |
+
997 train 11.618856 (lr=2.0008e-05) (hash(x)=18256706)
|
| 1040 |
+
998 train 12.142720 (lr=2.0003e-05) (hash(x)=16949966)
|
| 1041 |
+
999 val loss 7.3127
|
| 1042 |
+
999 val perplexity 1499.2050
|
| 1043 |
+
999 train 11.061088 (lr=2.0001e-05) (hash(x)=16950560)
|
lr2e-4_total_batch_size10240_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7d0ffe02431d9b6f2e86c0d584e6b5ff59920f6ebf5303a019054c15d6d4850e
|
| 3 |
+
size 36163010
|
lr2e-4_total_batch_size10240_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:31e9dc383ba6224a3e7012ca761db67b3bff2547edec125c5bd7aaab58cf29b0
|
| 3 |
+
size 70764358
|