Upload folder using huggingface_hub
Browse files- lr1.5e-3_total_batch_size40960_seq_len128/args.json +1 -0
- lr1.5e-3_total_batch_size40960_seq_len128/dataloader_00999.pt +3 -0
- lr1.5e-3_total_batch_size40960_seq_len128/log2.txt +1043 -0
- lr1.5e-3_total_batch_size40960_seq_len128/model_00999.pt +3 -0
- lr1.5e-3_total_batch_size40960_seq_len128/optimizer_00999.pt +3 -0
lr1.5e-3_total_batch_size40960_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr1.5e-3_total_batch_size40960_seq_len128", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 40960, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0015, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1.5e-3_total_batch_size40960_seq_len128/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cec289292cf51a5462e2631af59109e64df3eca2d9e62e1fbd1c53a776a0f874
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size 964
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lr1.5e-3_total_batch_size40960_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 11.697288 (lr=5.2448e-06) (hash(x)=5534142)
|
| 5 |
+
1 train 11.686671 (lr=1.0490e-05) (hash(x)=6328012)
|
| 6 |
+
2 train 11.642699 (lr=1.5734e-05) (hash(x)=5556098)
|
| 7 |
+
3 train 11.575415 (lr=2.0979e-05) (hash(x)=6219138)
|
| 8 |
+
4 train 11.483486 (lr=2.6224e-05) (hash(x)=5491972)
|
| 9 |
+
5 train 11.388724 (lr=3.1469e-05) (hash(x)=5917741)
|
| 10 |
+
6 train 11.279057 (lr=3.6713e-05) (hash(x)=6112458)
|
| 11 |
+
7 train 11.155971 (lr=4.1958e-05) (hash(x)=6568379)
|
| 12 |
+
8 train 10.990664 (lr=4.7203e-05) (hash(x)=7386082)
|
| 13 |
+
9 train 10.888305 (lr=5.2448e-05) (hash(x)=6151674)
|
| 14 |
+
10 train 10.788390 (lr=5.7692e-05) (hash(x)=7859060)
|
| 15 |
+
11 train 10.679645 (lr=6.2937e-05) (hash(x)=6391506)
|
| 16 |
+
12 train 10.621133 (lr=6.8182e-05) (hash(x)=5985675)
|
| 17 |
+
13 train 10.569341 (lr=7.3427e-05) (hash(x)=6984772)
|
| 18 |
+
14 train 10.510788 (lr=7.8671e-05) (hash(x)=6603717)
|
| 19 |
+
15 train 10.403092 (lr=8.3916e-05) (hash(x)=6190579)
|
| 20 |
+
16 train 10.391287 (lr=8.9161e-05) (hash(x)=7276303)
|
| 21 |
+
17 train 10.431553 (lr=9.4406e-05) (hash(x)=6630378)
|
| 22 |
+
18 train 10.445994 (lr=9.9650e-05) (hash(x)=9989744)
|
| 23 |
+
19 train 10.321763 (lr=1.0490e-04) (hash(x)=6317894)
|
| 24 |
+
20 train 10.243794 (lr=1.1014e-04) (hash(x)=7947703)
|
| 25 |
+
21 train 10.203502 (lr=1.1538e-04) (hash(x)=5777498)
|
| 26 |
+
22 train 10.178701 (lr=1.2063e-04) (hash(x)=7723226)
|
| 27 |
+
23 train 10.122749 (lr=1.2587e-04) (hash(x)=6491229)
|
| 28 |
+
24 train 10.196757 (lr=1.3112e-04) (hash(x)=6019389)
|
| 29 |
+
25 train 10.119077 (lr=1.3636e-04) (hash(x)=4648609)
|
| 30 |
+
26 train 10.038429 (lr=1.4161e-04) (hash(x)=5558355)
|
| 31 |
+
27 train 10.028001 (lr=1.4685e-04) (hash(x)=6369326)
|
| 32 |
+
28 train 9.927476 (lr=1.5210e-04) (hash(x)=4906853)
|
| 33 |
+
29 train 9.791779 (lr=1.5734e-04) (hash(x)=6437376)
|
| 34 |
+
30 train 9.851848 (lr=1.6259e-04) (hash(x)=7084093)
|
| 35 |
+
31 train 9.732794 (lr=1.6783e-04) (hash(x)=7048804)
|
| 36 |
+
32 train 9.692970 (lr=1.7308e-04) (hash(x)=5752594)
|
| 37 |
+
33 train 9.419542 (lr=1.7832e-04) (hash(x)=6393520)
|
| 38 |
+
34 train 9.583248 (lr=1.8357e-04) (hash(x)=6793550)
|
| 39 |
+
35 train 9.424244 (lr=1.8881e-04) (hash(x)=6581348)
|
| 40 |
+
36 train 9.319365 (lr=1.9406e-04) (hash(x)=6235837)
|
| 41 |
+
37 train 9.301547 (lr=1.9930e-04) (hash(x)=7083021)
|
| 42 |
+
38 train 9.238060 (lr=2.0455e-04) (hash(x)=6155821)
|
| 43 |
+
39 train 9.037781 (lr=2.0979e-04) (hash(x)=5657123)
|
| 44 |
+
40 train 8.871748 (lr=2.1503e-04) (hash(x)=5312267)
|
| 45 |
+
41 train 8.838330 (lr=2.2028e-04) (hash(x)=6830813)
|
| 46 |
+
42 train 8.773199 (lr=2.2552e-04) (hash(x)=6424933)
|
| 47 |
+
43 train 8.698863 (lr=2.3077e-04) (hash(x)=6680023)
|
| 48 |
+
44 train 8.607744 (lr=2.3601e-04) (hash(x)=7523279)
|
| 49 |
+
45 train 8.475797 (lr=2.4126e-04) (hash(x)=6635925)
|
| 50 |
+
46 train 8.428854 (lr=2.4650e-04) (hash(x)=5869441)
|
| 51 |
+
47 train 8.376323 (lr=2.5175e-04) (hash(x)=6349004)
|
| 52 |
+
48 train 8.204035 (lr=2.5699e-04) (hash(x)=6008454)
|
| 53 |
+
49 train 8.187551 (lr=2.6224e-04) (hash(x)=7682741)
|
| 54 |
+
50 val loss 8.1678
|
| 55 |
+
50 val perplexity 3525.6497
|
| 56 |
+
50 train 8.216325 (lr=2.6748e-04) (hash(x)=7794028)
|
| 57 |
+
51 train 8.131626 (lr=2.7273e-04) (hash(x)=6166062)
|
| 58 |
+
52 train 8.050996 (lr=2.7797e-04) (hash(x)=4811192)
|
| 59 |
+
53 train 7.942014 (lr=2.8322e-04) (hash(x)=7822680)
|
| 60 |
+
54 train 7.926376 (lr=2.8846e-04) (hash(x)=6431409)
|
| 61 |
+
55 train 7.938275 (lr=2.9371e-04) (hash(x)=5323032)
|
| 62 |
+
56 train 7.762260 (lr=2.9895e-04) (hash(x)=7363286)
|
| 63 |
+
57 train 7.960917 (lr=3.0420e-04) (hash(x)=5616075)
|
| 64 |
+
58 train 7.902378 (lr=3.0944e-04) (hash(x)=5672608)
|
| 65 |
+
59 train 7.760784 (lr=3.1469e-04) (hash(x)=6839867)
|
| 66 |
+
60 train 7.709024 (lr=3.1993e-04) (hash(x)=4916928)
|
| 67 |
+
61 train 7.815749 (lr=3.2517e-04) (hash(x)=8353379)
|
| 68 |
+
62 train 7.743651 (lr=3.3042e-04) (hash(x)=4838871)
|
| 69 |
+
63 train 7.545825 (lr=3.3566e-04) (hash(x)=6795665)
|
| 70 |
+
64 train 7.728905 (lr=3.4091e-04) (hash(x)=6678038)
|
| 71 |
+
65 train 7.791191 (lr=3.4615e-04) (hash(x)=6112215)
|
| 72 |
+
66 train 7.806372 (lr=3.5140e-04) (hash(x)=5915361)
|
| 73 |
+
67 train 7.720731 (lr=3.5664e-04) (hash(x)=5771588)
|
| 74 |
+
68 train 7.678614 (lr=3.6189e-04) (hash(x)=5688829)
|
| 75 |
+
69 train 7.733504 (lr=3.6713e-04) (hash(x)=5443305)
|
| 76 |
+
70 train 7.784967 (lr=3.7238e-04) (hash(x)=6901933)
|
| 77 |
+
71 train 7.668831 (lr=3.7762e-04) (hash(x)=4294425)
|
| 78 |
+
72 train 7.605977 (lr=3.8287e-04) (hash(x)=4363941)
|
| 79 |
+
73 train 7.893797 (lr=3.8811e-04) (hash(x)=5486335)
|
| 80 |
+
74 train 7.890447 (lr=3.9336e-04) (hash(x)=7295165)
|
| 81 |
+
75 train 7.774928 (lr=3.9860e-04) (hash(x)=6267424)
|
| 82 |
+
76 train 7.850296 (lr=4.0385e-04) (hash(x)=5270452)
|
| 83 |
+
77 train 7.661283 (lr=4.0909e-04) (hash(x)=6305297)
|
| 84 |
+
78 train 7.955189 (lr=4.1434e-04) (hash(x)=6040077)
|
| 85 |
+
79 train 7.920587 (lr=4.1958e-04) (hash(x)=7130251)
|
| 86 |
+
80 train 7.605008 (lr=4.2483e-04) (hash(x)=6508350)
|
| 87 |
+
81 train 7.763794 (lr=4.3007e-04) (hash(x)=5859576)
|
| 88 |
+
82 train 7.431453 (lr=4.3531e-04) (hash(x)=4892065)
|
| 89 |
+
83 train 7.574790 (lr=4.4056e-04) (hash(x)=7317289)
|
| 90 |
+
84 train 7.713534 (lr=4.4580e-04) (hash(x)=5510218)
|
| 91 |
+
85 train 7.868369 (lr=4.5105e-04) (hash(x)=6752265)
|
| 92 |
+
86 train 7.618994 (lr=4.5629e-04) (hash(x)=6530867)
|
| 93 |
+
87 train 7.678219 (lr=4.6154e-04) (hash(x)=5790078)
|
| 94 |
+
88 train 7.703485 (lr=4.6678e-04) (hash(x)=7614023)
|
| 95 |
+
89 train 7.734940 (lr=4.7203e-04) (hash(x)=5245146)
|
| 96 |
+
90 train 7.647908 (lr=4.7727e-04) (hash(x)=5786972)
|
| 97 |
+
91 train 7.705590 (lr=4.8252e-04) (hash(x)=6346459)
|
| 98 |
+
92 train 7.738087 (lr=4.8776e-04) (hash(x)=5209234)
|
| 99 |
+
93 train 7.640960 (lr=4.9301e-04) (hash(x)=5676768)
|
| 100 |
+
94 train 7.780929 (lr=4.9825e-04) (hash(x)=5863092)
|
| 101 |
+
95 train 7.805684 (lr=5.0350e-04) (hash(x)=7019489)
|
| 102 |
+
96 train 7.654411 (lr=5.0874e-04) (hash(x)=5483019)
|
| 103 |
+
97 train 7.649938 (lr=5.1399e-04) (hash(x)=5968716)
|
| 104 |
+
98 train 7.530699 (lr=5.1923e-04) (hash(x)=7780194)
|
| 105 |
+
99 train 7.599035 (lr=5.2448e-04) (hash(x)=3784321)
|
| 106 |
+
100 val loss 7.6126
|
| 107 |
+
100 val perplexity 2023.4713
|
| 108 |
+
100 train 7.634463 (lr=5.2972e-04) (hash(x)=7774109)
|
| 109 |
+
101 train 7.803634 (lr=5.3497e-04) (hash(x)=6576749)
|
| 110 |
+
102 train 7.694294 (lr=5.4021e-04) (hash(x)=7072404)
|
| 111 |
+
103 train 7.596482 (lr=5.4545e-04) (hash(x)=6556025)
|
| 112 |
+
104 train 7.686661 (lr=5.5070e-04) (hash(x)=7325027)
|
| 113 |
+
105 train 7.685046 (lr=5.5594e-04) (hash(x)=6373412)
|
| 114 |
+
106 train 7.576042 (lr=5.6119e-04) (hash(x)=5262868)
|
| 115 |
+
107 train 7.503265 (lr=5.6643e-04) (hash(x)=8055563)
|
| 116 |
+
108 train 7.657665 (lr=5.7168e-04) (hash(x)=5932790)
|
| 117 |
+
109 train 7.603575 (lr=5.7692e-04) (hash(x)=5680154)
|
| 118 |
+
110 train 7.640508 (lr=5.8217e-04) (hash(x)=5914217)
|
| 119 |
+
111 train 7.549636 (lr=5.8741e-04) (hash(x)=6424128)
|
| 120 |
+
112 train 7.496486 (lr=5.9266e-04) (hash(x)=7804089)
|
| 121 |
+
113 train 7.624385 (lr=5.9790e-04) (hash(x)=6490149)
|
| 122 |
+
114 train 7.565671 (lr=6.0315e-04) (hash(x)=6283540)
|
| 123 |
+
115 train 7.522608 (lr=6.0839e-04) (hash(x)=5728337)
|
| 124 |
+
116 train 7.535039 (lr=6.1364e-04) (hash(x)=7400272)
|
| 125 |
+
117 train 7.541674 (lr=6.1888e-04) (hash(x)=6473432)
|
| 126 |
+
118 train 7.644533 (lr=6.2413e-04) (hash(x)=6922646)
|
| 127 |
+
119 train 7.502877 (lr=6.2937e-04) (hash(x)=7277141)
|
| 128 |
+
120 train 7.570019 (lr=6.3462e-04) (hash(x)=7443124)
|
| 129 |
+
121 train 7.553487 (lr=6.3986e-04) (hash(x)=5632735)
|
| 130 |
+
122 train 7.421946 (lr=6.4510e-04) (hash(x)=5881015)
|
| 131 |
+
123 train 7.537175 (lr=6.5035e-04) (hash(x)=5809411)
|
| 132 |
+
124 train 7.529128 (lr=6.5559e-04) (hash(x)=7232964)
|
| 133 |
+
125 train 7.494824 (lr=6.6084e-04) (hash(x)=6171829)
|
| 134 |
+
126 train 7.585102 (lr=6.6608e-04) (hash(x)=5884456)
|
| 135 |
+
127 train 7.541535 (lr=6.7133e-04) (hash(x)=5077031)
|
| 136 |
+
128 train 7.593821 (lr=6.7657e-04) (hash(x)=6248895)
|
| 137 |
+
129 train 7.506536 (lr=6.8182e-04) (hash(x)=6918004)
|
| 138 |
+
130 train 7.581892 (lr=6.8706e-04) (hash(x)=6482466)
|
| 139 |
+
131 train 7.501937 (lr=6.9231e-04) (hash(x)=6588573)
|
| 140 |
+
132 train 7.551303 (lr=6.9755e-04) (hash(x)=6136939)
|
| 141 |
+
133 train 7.442265 (lr=7.0280e-04) (hash(x)=7040157)
|
| 142 |
+
134 train 7.556200 (lr=7.0804e-04) (hash(x)=6455595)
|
| 143 |
+
135 train 7.526120 (lr=7.1329e-04) (hash(x)=4122983)
|
| 144 |
+
136 train 7.462646 (lr=7.1853e-04) (hash(x)=4724052)
|
| 145 |
+
137 train 7.415959 (lr=7.2378e-04) (hash(x)=6820797)
|
| 146 |
+
138 train 7.666915 (lr=7.2902e-04) (hash(x)=7477594)
|
| 147 |
+
139 train 7.393244 (lr=7.3427e-04) (hash(x)=6146305)
|
| 148 |
+
140 train 7.408115 (lr=7.3951e-04) (hash(x)=6814831)
|
| 149 |
+
141 train 7.411650 (lr=7.4476e-04) (hash(x)=5548298)
|
| 150 |
+
142 train 7.596254 (lr=7.5000e-04) (hash(x)=7609416)
|
| 151 |
+
143 train 7.517482 (lr=7.5524e-04) (hash(x)=7574342)
|
| 152 |
+
144 train 7.363398 (lr=7.6049e-04) (hash(x)=5906937)
|
| 153 |
+
145 train 7.414183 (lr=7.6573e-04) (hash(x)=8013471)
|
| 154 |
+
146 train 7.412988 (lr=7.7098e-04) (hash(x)=6146213)
|
| 155 |
+
147 train 7.479443 (lr=7.7622e-04) (hash(x)=6709902)
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148 train 7.567240 (lr=7.8147e-04) (hash(x)=6402571)
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149 train 7.392032 (lr=7.8671e-04) (hash(x)=7683614)
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150 val loss 7.4234
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| 159 |
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150 val perplexity 1674.7784
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| 160 |
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150 train 7.387026 (lr=7.9196e-04) (hash(x)=5453026)
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151 train 7.347255 (lr=7.9720e-04) (hash(x)=6260017)
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152 train 7.470717 (lr=8.0245e-04) (hash(x)=6591466)
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153 train 7.456794 (lr=8.0769e-04) (hash(x)=5501472)
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154 train 7.483077 (lr=8.1294e-04) (hash(x)=5871698)
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155 train 7.311157 (lr=8.1818e-04) (hash(x)=4282052)
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156 train 7.415814 (lr=8.2343e-04) (hash(x)=7824660)
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157 train 7.343049 (lr=8.2867e-04) (hash(x)=5954950)
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158 train 7.387298 (lr=8.3392e-04) (hash(x)=5484656)
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159 train 7.496413 (lr=8.3916e-04) (hash(x)=7031328)
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160 train 7.442774 (lr=8.4441e-04) (hash(x)=9157069)
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161 train 7.542655 (lr=8.4965e-04) (hash(x)=5996883)
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162 train 7.603206 (lr=8.5490e-04) (hash(x)=7645447)
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163 train 7.642731 (lr=8.6014e-04) (hash(x)=6336164)
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164 train 7.360022 (lr=8.6538e-04) (hash(x)=5224240)
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165 train 7.725898 (lr=8.7063e-04) (hash(x)=5447801)
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166 train 7.400049 (lr=8.7587e-04) (hash(x)=4155598)
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167 train 7.383247 (lr=8.8112e-04) (hash(x)=7482744)
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168 train 7.414576 (lr=8.8636e-04) (hash(x)=4733414)
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169 train 7.380687 (lr=8.9161e-04) (hash(x)=7806284)
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170 train 7.388601 (lr=8.9685e-04) (hash(x)=7236478)
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171 train 7.395342 (lr=9.0210e-04) (hash(x)=4656255)
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172 train 7.511054 (lr=9.0734e-04) (hash(x)=9298325)
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174 train 7.468686 (lr=9.1783e-04) (hash(x)=7895970)
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175 train 7.429417 (lr=9.2308e-04) (hash(x)=8847992)
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176 train 7.658670 (lr=9.2832e-04) (hash(x)=6338998)
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177 train 7.624251 (lr=9.3357e-04) (hash(x)=7104011)
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178 train 7.440904 (lr=9.3881e-04) (hash(x)=5573214)
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179 train 7.466913 (lr=9.4406e-04) (hash(x)=6882897)
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180 train 7.441818 (lr=9.4930e-04) (hash(x)=5854242)
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181 train 7.269040 (lr=9.5455e-04) (hash(x)=6972494)
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182 train 7.324336 (lr=9.5979e-04) (hash(x)=6796805)
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183 train 7.226832 (lr=9.6503e-04) (hash(x)=6139120)
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184 train 7.414863 (lr=9.7028e-04) (hash(x)=6486796)
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185 train 7.295081 (lr=9.7552e-04) (hash(x)=5578797)
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186 train 7.375923 (lr=9.8077e-04) (hash(x)=6895326)
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187 train 7.409684 (lr=9.8601e-04) (hash(x)=7783160)
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188 train 7.436715 (lr=9.9126e-04) (hash(x)=4867625)
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189 train 7.283149 (lr=9.9650e-04) (hash(x)=6631123)
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190 train 7.124108 (lr=1.0017e-03) (hash(x)=6710965)
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191 train 7.262102 (lr=1.0070e-03) (hash(x)=6294657)
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192 train 7.470639 (lr=1.0122e-03) (hash(x)=5443606)
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193 train 7.456852 (lr=1.0175e-03) (hash(x)=7035770)
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194 train 7.488454 (lr=1.0227e-03) (hash(x)=4899541)
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195 train 7.341967 (lr=1.0280e-03) (hash(x)=6227120)
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196 train 7.414204 (lr=1.0332e-03) (hash(x)=5981648)
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197 train 7.368175 (lr=1.0385e-03) (hash(x)=5558993)
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198 train 7.408672 (lr=1.0437e-03) (hash(x)=7015671)
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199 train 7.408576 (lr=1.0490e-03) (hash(x)=5931234)
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200 val loss 7.4130
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| 211 |
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200 val perplexity 1657.3967
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| 212 |
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200 train 7.425208 (lr=1.0542e-03) (hash(x)=4582159)
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201 train 7.408429 (lr=1.0594e-03) (hash(x)=5029472)
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202 train 7.329446 (lr=1.0647e-03) (hash(x)=5434102)
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203 train 7.584406 (lr=1.0699e-03) (hash(x)=6810638)
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204 train 7.388549 (lr=1.0752e-03) (hash(x)=6521562)
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205 train 7.435050 (lr=1.0804e-03) (hash(x)=7226932)
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206 train 7.311177 (lr=1.0857e-03) (hash(x)=6957849)
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207 train 7.429311 (lr=1.0909e-03) (hash(x)=5334281)
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208 train 7.537774 (lr=1.0962e-03) (hash(x)=5887983)
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209 train 7.363080 (lr=1.1014e-03) (hash(x)=6393576)
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210 train 7.581752 (lr=1.1066e-03) (hash(x)=5057959)
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211 train 7.630373 (lr=1.1119e-03) (hash(x)=8595271)
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212 train 7.473483 (lr=1.1171e-03) (hash(x)=8395167)
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213 train 7.603127 (lr=1.1224e-03) (hash(x)=7634417)
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214 train 7.319522 (lr=1.1276e-03) (hash(x)=5257771)
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215 train 7.465933 (lr=1.1329e-03) (hash(x)=7674238)
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216 train 7.583696 (lr=1.1381e-03) (hash(x)=5300555)
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217 train 7.366572 (lr=1.1434e-03) (hash(x)=6066139)
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218 train 7.463611 (lr=1.1486e-03) (hash(x)=6688212)
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219 train 7.635181 (lr=1.1538e-03) (hash(x)=6642404)
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220 train 7.366910 (lr=1.1591e-03) (hash(x)=4961570)
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221 train 7.259629 (lr=1.1643e-03) (hash(x)=5105190)
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222 train 7.587597 (lr=1.1696e-03) (hash(x)=7155991)
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223 train 7.404483 (lr=1.1748e-03) (hash(x)=5132972)
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224 train 7.391991 (lr=1.1801e-03) (hash(x)=6269946)
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225 train 7.434386 (lr=1.1853e-03) (hash(x)=5396133)
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226 train 7.442022 (lr=1.1906e-03) (hash(x)=6394083)
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227 train 7.391151 (lr=1.1958e-03) (hash(x)=5237804)
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228 train 7.418585 (lr=1.2010e-03) (hash(x)=5216638)
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229 train 7.341461 (lr=1.2063e-03) (hash(x)=6735565)
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230 train 7.447753 (lr=1.2115e-03) (hash(x)=5983575)
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231 train 7.428067 (lr=1.2168e-03) (hash(x)=5831619)
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232 train 7.255893 (lr=1.2220e-03) (hash(x)=9109083)
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233 train 7.474394 (lr=1.2273e-03) (hash(x)=6912967)
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234 train 7.626405 (lr=1.2325e-03) (hash(x)=5965674)
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235 train 7.476367 (lr=1.2378e-03) (hash(x)=5822533)
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236 train 7.401931 (lr=1.2430e-03) (hash(x)=5268216)
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237 train 7.328717 (lr=1.2483e-03) (hash(x)=6531900)
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238 train 7.318523 (lr=1.2535e-03) (hash(x)=5426499)
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239 train 7.750913 (lr=1.2587e-03) (hash(x)=7455372)
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240 train 8.042259 (lr=1.2640e-03) (hash(x)=8319119)
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241 train 7.988848 (lr=1.2692e-03) (hash(x)=7592128)
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242 train 7.956560 (lr=1.2745e-03) (hash(x)=8704170)
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243 train 7.661814 (lr=1.2797e-03) (hash(x)=7165037)
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244 train 7.633451 (lr=1.2850e-03) (hash(x)=7678000)
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245 train 7.539085 (lr=1.2902e-03) (hash(x)=7414788)
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246 train 7.497088 (lr=1.2955e-03) (hash(x)=7326216)
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247 train 7.597153 (lr=1.3007e-03) (hash(x)=5857162)
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248 train 8.303952 (lr=1.3059e-03) (hash(x)=14715669)
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| 261 |
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249 train 11.717411 (lr=1.3112e-03) (hash(x)=16950560)
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| 262 |
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250 val loss 7.5656
|
| 263 |
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250 val perplexity 1930.5465
|
| 264 |
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250 train 7.663959 (lr=1.3164e-03) (hash(x)=6159125)
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251 train 7.602240 (lr=1.3217e-03) (hash(x)=5908442)
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252 train 7.496540 (lr=1.3269e-03) (hash(x)=6668887)
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253 train 7.597426 (lr=1.3322e-03) (hash(x)=7662975)
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254 train 7.623758 (lr=1.3374e-03) (hash(x)=6669539)
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255 train 7.569995 (lr=1.3427e-03) (hash(x)=5015998)
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| 270 |
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256 train 7.496862 (lr=1.3479e-03) (hash(x)=5458386)
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257 train 7.602964 (lr=1.3531e-03) (hash(x)=4849847)
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258 train 7.596358 (lr=1.3584e-03) (hash(x)=5125562)
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259 train 7.625378 (lr=1.3636e-03) (hash(x)=6012047)
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260 train 7.513048 (lr=1.3689e-03) (hash(x)=6079364)
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261 train 7.517653 (lr=1.3741e-03) (hash(x)=6030395)
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262 train 7.520674 (lr=1.3794e-03) (hash(x)=6781762)
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263 train 7.527929 (lr=1.3846e-03) (hash(x)=5238325)
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264 train 7.611979 (lr=1.3899e-03) (hash(x)=8611144)
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265 train 7.472679 (lr=1.3951e-03) (hash(x)=6901605)
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266 train 7.507823 (lr=1.4003e-03) (hash(x)=5499337)
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267 train 7.537289 (lr=1.4056e-03) (hash(x)=7134874)
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268 train 7.512462 (lr=1.4108e-03) (hash(x)=6149038)
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269 train 7.559241 (lr=1.4161e-03) (hash(x)=6609760)
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270 train 7.588879 (lr=1.4213e-03) (hash(x)=6652627)
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271 train 7.617541 (lr=1.4266e-03) (hash(x)=8618579)
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272 train 7.507175 (lr=1.4318e-03) (hash(x)=5896892)
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273 train 7.658423 (lr=1.4371e-03) (hash(x)=8945854)
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274 train 7.451437 (lr=1.4423e-03) (hash(x)=6775103)
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275 train 7.544943 (lr=1.4476e-03) (hash(x)=6200024)
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276 train 7.460290 (lr=1.4528e-03) (hash(x)=5238139)
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277 train 7.597555 (lr=1.4580e-03) (hash(x)=5780948)
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278 train 7.583992 (lr=1.4633e-03) (hash(x)=6168407)
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279 train 7.568002 (lr=1.4685e-03) (hash(x)=3775881)
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280 train 7.589237 (lr=1.4738e-03) (hash(x)=6848709)
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281 train 7.869195 (lr=1.4790e-03) (hash(x)=6478113)
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282 train 7.572115 (lr=1.4843e-03) (hash(x)=6483914)
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283 train 7.525204 (lr=1.4895e-03) (hash(x)=5927795)
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284 train 7.534780 (lr=1.4948e-03) (hash(x)=8438033)
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285 train 7.571095 (lr=1.5000e-03) (hash(x)=5684788)
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286 train 7.439157 (lr=1.5000e-03) (hash(x)=5710182)
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287 train 7.522766 (lr=1.5000e-03) (hash(x)=6160063)
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288 train 7.427595 (lr=1.5000e-03) (hash(x)=5955100)
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289 train 7.361252 (lr=1.4999e-03) (hash(x)=6672309)
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290 train 7.716566 (lr=1.4999e-03) (hash(x)=9001564)
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291 train 8.046438 (lr=1.4998e-03) (hash(x)=5454654)
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292 train 7.463018 (lr=1.4998e-03) (hash(x)=5174062)
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293 train 7.606758 (lr=1.4997e-03) (hash(x)=6199203)
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294 train 7.532361 (lr=1.4996e-03) (hash(x)=8352747)
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295 train 7.628793 (lr=1.4995e-03) (hash(x)=4547106)
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296 train 7.626530 (lr=1.4993e-03) (hash(x)=6433099)
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297 train 7.485325 (lr=1.4992e-03) (hash(x)=6424428)
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298 train 7.568564 (lr=1.4991e-03) (hash(x)=5975712)
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| 313 |
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299 train 7.538754 (lr=1.4989e-03) (hash(x)=5458532)
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| 314 |
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300 val loss 7.6289
|
| 315 |
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300 val perplexity 2056.7717
|
| 316 |
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300 train 7.758170 (lr=1.4987e-03) (hash(x)=7002774)
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301 train 7.866742 (lr=1.4985e-03) (hash(x)=8206173)
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302 train 7.927356 (lr=1.4983e-03) (hash(x)=7784971)
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303 train 7.932564 (lr=1.4981e-03) (hash(x)=6001843)
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304 train 7.723013 (lr=1.4979e-03) (hash(x)=5698642)
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305 train 7.665187 (lr=1.4976e-03) (hash(x)=6600751)
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306 train 7.643217 (lr=1.4974e-03) (hash(x)=5804610)
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307 train 7.590609 (lr=1.4971e-03) (hash(x)=5162652)
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308 train 7.563736 (lr=1.4968e-03) (hash(x)=5297006)
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309 train 7.581231 (lr=1.4965e-03) (hash(x)=6728323)
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310 train 7.588725 (lr=1.4962e-03) (hash(x)=3964882)
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311 train 7.602312 (lr=1.4959e-03) (hash(x)=6735993)
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312 train 7.727785 (lr=1.4956e-03) (hash(x)=5150316)
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313 train 7.563684 (lr=1.4952e-03) (hash(x)=5220448)
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314 train 7.719556 (lr=1.4949e-03) (hash(x)=6971289)
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315 train 7.738544 (lr=1.4945e-03) (hash(x)=5012069)
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316 train 7.608378 (lr=1.4941e-03) (hash(x)=6576136)
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317 train 7.623981 (lr=1.4937e-03) (hash(x)=6077647)
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318 train 7.722754 (lr=1.4933e-03) (hash(x)=6032381)
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319 train 7.654560 (lr=1.4929e-03) (hash(x)=8410716)
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320 train 7.659398 (lr=1.4925e-03) (hash(x)=6212516)
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321 train 7.630398 (lr=1.4920e-03) (hash(x)=5298545)
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322 train 7.659182 (lr=1.4915e-03) (hash(x)=5779073)
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323 train 7.533133 (lr=1.4911e-03) (hash(x)=6340947)
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324 train 7.319706 (lr=1.4906e-03) (hash(x)=6530441)
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325 train 7.679394 (lr=1.4901e-03) (hash(x)=7818007)
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326 train 7.517556 (lr=1.4896e-03) (hash(x)=6277435)
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327 train 7.540113 (lr=1.4890e-03) (hash(x)=6226320)
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328 train 7.688247 (lr=1.4885e-03) (hash(x)=5463751)
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329 train 7.672261 (lr=1.4880e-03) (hash(x)=6579329)
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330 train 7.777030 (lr=1.4874e-03) (hash(x)=6660540)
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331 train 7.686403 (lr=1.4868e-03) (hash(x)=6491272)
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332 train 7.664702 (lr=1.4862e-03) (hash(x)=6766947)
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333 train 7.902317 (lr=1.4856e-03) (hash(x)=3721218)
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334 train 7.824401 (lr=1.4850e-03) (hash(x)=5229898)
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335 train 7.659925 (lr=1.4844e-03) (hash(x)=6054428)
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336 train 7.775100 (lr=1.4837e-03) (hash(x)=6290464)
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337 train 7.726680 (lr=1.4831e-03) (hash(x)=6904498)
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338 train 7.740254 (lr=1.4824e-03) (hash(x)=7765805)
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339 train 7.700435 (lr=1.4817e-03) (hash(x)=6543764)
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340 train 7.725402 (lr=1.4810e-03) (hash(x)=7204955)
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341 train 7.607900 (lr=1.4803e-03) (hash(x)=4423711)
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342 train 7.549972 (lr=1.4796e-03) (hash(x)=5343477)
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343 train 7.716823 (lr=1.4789e-03) (hash(x)=6595856)
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344 train 7.578270 (lr=1.4781e-03) (hash(x)=7229015)
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345 train 7.664701 (lr=1.4774e-03) (hash(x)=5916034)
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346 train 7.842786 (lr=1.4766e-03) (hash(x)=6939521)
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347 train 7.716061 (lr=1.4758e-03) (hash(x)=5492185)
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348 train 7.611262 (lr=1.4750e-03) (hash(x)=6898006)
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| 365 |
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349 train 7.469175 (lr=1.4742e-03) (hash(x)=5462008)
|
| 366 |
+
350 val loss 7.6374
|
| 367 |
+
350 val perplexity 2074.3032
|
| 368 |
+
350 train 7.519867 (lr=1.4734e-03) (hash(x)=7821902)
|
| 369 |
+
351 train 7.617915 (lr=1.4726e-03) (hash(x)=6608108)
|
| 370 |
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352 train 7.660865 (lr=1.4717e-03) (hash(x)=6295394)
|
| 371 |
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353 train 7.578392 (lr=1.4709e-03) (hash(x)=6803449)
|
| 372 |
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354 train 7.590785 (lr=1.4700e-03) (hash(x)=7444134)
|
| 373 |
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355 train 7.613619 (lr=1.4691e-03) (hash(x)=5361923)
|
| 374 |
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356 train 7.590117 (lr=1.4682e-03) (hash(x)=7803039)
|
| 375 |
+
357 train 7.651192 (lr=1.4673e-03) (hash(x)=7042578)
|
| 376 |
+
358 train 7.535811 (lr=1.4664e-03) (hash(x)=6647007)
|
| 377 |
+
359 train 7.570312 (lr=1.4655e-03) (hash(x)=6303658)
|
| 378 |
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360 train 7.654228 (lr=1.4645e-03) (hash(x)=6158927)
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| 379 |
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361 train 7.496876 (lr=1.4636e-03) (hash(x)=6419656)
|
| 380 |
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362 train 7.421102 (lr=1.4626e-03) (hash(x)=7891271)
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| 381 |
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363 train 7.601423 (lr=1.4616e-03) (hash(x)=7099888)
|
| 382 |
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364 train 7.600333 (lr=1.4606e-03) (hash(x)=6352424)
|
| 383 |
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365 train 7.513255 (lr=1.4596e-03) (hash(x)=5863145)
|
| 384 |
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366 train 7.579518 (lr=1.4586e-03) (hash(x)=6844597)
|
| 385 |
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367 train 7.624074 (lr=1.4576e-03) (hash(x)=6009861)
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| 386 |
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368 train 7.525167 (lr=1.4565e-03) (hash(x)=5374957)
|
| 387 |
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369 train 7.553653 (lr=1.4555e-03) (hash(x)=3923225)
|
| 388 |
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370 train 7.495900 (lr=1.4544e-03) (hash(x)=5848862)
|
| 389 |
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371 train 7.519052 (lr=1.4533e-03) (hash(x)=4440634)
|
| 390 |
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372 train 7.466400 (lr=1.4522e-03) (hash(x)=4788998)
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| 391 |
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373 train 7.445652 (lr=1.4511e-03) (hash(x)=7378165)
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| 392 |
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374 train 7.487044 (lr=1.4500e-03) (hash(x)=4771243)
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| 393 |
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375 train 7.456369 (lr=1.4489e-03) (hash(x)=5716089)
|
| 394 |
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376 train 7.462033 (lr=1.4478e-03) (hash(x)=7991009)
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| 395 |
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377 train 7.506260 (lr=1.4466e-03) (hash(x)=5348607)
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| 396 |
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378 train 7.556457 (lr=1.4454e-03) (hash(x)=6036146)
|
| 397 |
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379 train 7.449742 (lr=1.4443e-03) (hash(x)=6658718)
|
| 398 |
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380 train 7.412056 (lr=1.4431e-03) (hash(x)=6176253)
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| 399 |
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381 train 7.403275 (lr=1.4419e-03) (hash(x)=4542895)
|
| 400 |
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382 train 7.267520 (lr=1.4407e-03) (hash(x)=5549073)
|
| 401 |
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383 train 7.618551 (lr=1.4394e-03) (hash(x)=5342783)
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| 402 |
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384 train 7.638938 (lr=1.4382e-03) (hash(x)=6549546)
|
| 403 |
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385 train 7.408728 (lr=1.4370e-03) (hash(x)=6170599)
|
| 404 |
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386 train 7.718097 (lr=1.4357e-03) (hash(x)=8483134)
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| 405 |
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387 train 7.819691 (lr=1.4344e-03) (hash(x)=4865036)
|
| 406 |
+
388 train 7.448786 (lr=1.4332e-03) (hash(x)=4433890)
|
| 407 |
+
389 train 8.038866 (lr=1.4319e-03) (hash(x)=6738597)
|
| 408 |
+
390 train 7.574594 (lr=1.4306e-03) (hash(x)=5459620)
|
| 409 |
+
391 train 7.572532 (lr=1.4292e-03) (hash(x)=4604074)
|
| 410 |
+
392 train 7.576383 (lr=1.4279e-03) (hash(x)=8045501)
|
| 411 |
+
393 train 7.670720 (lr=1.4266e-03) (hash(x)=6176464)
|
| 412 |
+
394 train 7.511273 (lr=1.4252e-03) (hash(x)=6127317)
|
| 413 |
+
395 train 7.551556 (lr=1.4238e-03) (hash(x)=5571462)
|
| 414 |
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396 train 7.561952 (lr=1.4225e-03) (hash(x)=6640755)
|
| 415 |
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397 train 7.618378 (lr=1.4211e-03) (hash(x)=6147295)
|
| 416 |
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398 train 7.569329 (lr=1.4197e-03) (hash(x)=6120461)
|
| 417 |
+
399 train 7.508105 (lr=1.4183e-03) (hash(x)=5123928)
|
| 418 |
+
400 val loss 7.5784
|
| 419 |
+
400 val perplexity 1955.4579
|
| 420 |
+
400 train 7.539470 (lr=1.4169e-03) (hash(x)=5428813)
|
| 421 |
+
401 train 7.514957 (lr=1.4154e-03) (hash(x)=6448586)
|
| 422 |
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402 train 7.640444 (lr=1.4140e-03) (hash(x)=8116987)
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| 423 |
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403 train 7.642405 (lr=1.4125e-03) (hash(x)=5974342)
|
| 424 |
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404 train 7.681670 (lr=1.4110e-03) (hash(x)=5261336)
|
| 425 |
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405 train 7.483004 (lr=1.4096e-03) (hash(x)=5307056)
|
| 426 |
+
406 train 7.429078 (lr=1.4081e-03) (hash(x)=5865119)
|
| 427 |
+
407 train 7.459408 (lr=1.4066e-03) (hash(x)=6672380)
|
| 428 |
+
408 train 7.496291 (lr=1.4051e-03) (hash(x)=6886810)
|
| 429 |
+
409 train 7.647774 (lr=1.4035e-03) (hash(x)=6564071)
|
| 430 |
+
410 train 7.420065 (lr=1.4020e-03) (hash(x)=7705089)
|
| 431 |
+
411 train 7.426567 (lr=1.4005e-03) (hash(x)=5773073)
|
| 432 |
+
412 train 7.423654 (lr=1.3989e-03) (hash(x)=5905976)
|
| 433 |
+
413 train 8.040254 (lr=1.3973e-03) (hash(x)=6936653)
|
| 434 |
+
414 train 7.516404 (lr=1.3957e-03) (hash(x)=6592773)
|
| 435 |
+
415 train 7.478351 (lr=1.3942e-03) (hash(x)=6796551)
|
| 436 |
+
416 train 7.550558 (lr=1.3926e-03) (hash(x)=6151589)
|
| 437 |
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417 train 7.779138 (lr=1.3909e-03) (hash(x)=7045164)
|
| 438 |
+
418 train 7.584764 (lr=1.3893e-03) (hash(x)=6650506)
|
| 439 |
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419 train 7.518477 (lr=1.3877e-03) (hash(x)=7839748)
|
| 440 |
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420 train 7.753481 (lr=1.3860e-03) (hash(x)=6028671)
|
| 441 |
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421 train 7.578267 (lr=1.3844e-03) (hash(x)=6118408)
|
| 442 |
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422 train 7.551084 (lr=1.3827e-03) (hash(x)=5757526)
|
| 443 |
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423 train 7.665764 (lr=1.3810e-03) (hash(x)=6030172)
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| 444 |
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424 train 7.707296 (lr=1.3793e-03) (hash(x)=6719882)
|
| 445 |
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425 train 7.586480 (lr=1.3776e-03) (hash(x)=5028050)
|
| 446 |
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426 train 7.567792 (lr=1.3759e-03) (hash(x)=5682910)
|
| 447 |
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427 train 7.663215 (lr=1.3742e-03) (hash(x)=5747891)
|
| 448 |
+
428 train 7.501931 (lr=1.3725e-03) (hash(x)=5734208)
|
| 449 |
+
429 train 7.558928 (lr=1.3707e-03) (hash(x)=7024381)
|
| 450 |
+
430 train 7.785365 (lr=1.3690e-03) (hash(x)=7814361)
|
| 451 |
+
431 train 7.656585 (lr=1.3672e-03) (hash(x)=5765893)
|
| 452 |
+
432 train 7.515546 (lr=1.3654e-03) (hash(x)=5572048)
|
| 453 |
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433 train 7.655213 (lr=1.3637e-03) (hash(x)=5610058)
|
| 454 |
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434 train 7.543283 (lr=1.3619e-03) (hash(x)=4459483)
|
| 455 |
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435 train 7.503698 (lr=1.3601e-03) (hash(x)=6758411)
|
| 456 |
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436 train 7.550706 (lr=1.3582e-03) (hash(x)=6701381)
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| 457 |
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437 train 7.679266 (lr=1.3564e-03) (hash(x)=5416400)
|
| 458 |
+
438 train 7.466865 (lr=1.3546e-03) (hash(x)=5919569)
|
| 459 |
+
439 train 7.612395 (lr=1.3527e-03) (hash(x)=5282870)
|
| 460 |
+
440 train 7.504656 (lr=1.3509e-03) (hash(x)=8072181)
|
| 461 |
+
441 train 7.450992 (lr=1.3490e-03) (hash(x)=7996770)
|
| 462 |
+
442 train 7.498672 (lr=1.3471e-03) (hash(x)=5093519)
|
| 463 |
+
443 train 7.537000 (lr=1.3452e-03) (hash(x)=6270917)
|
| 464 |
+
444 train 7.393954 (lr=1.3434e-03) (hash(x)=5852780)
|
| 465 |
+
445 train 7.278063 (lr=1.3414e-03) (hash(x)=5327728)
|
| 466 |
+
446 train 7.545823 (lr=1.3395e-03) (hash(x)=6260765)
|
| 467 |
+
447 train 7.618435 (lr=1.3376e-03) (hash(x)=6212894)
|
| 468 |
+
448 train 7.512340 (lr=1.3357e-03) (hash(x)=6724010)
|
| 469 |
+
449 train 7.588092 (lr=1.3337e-03) (hash(x)=6059934)
|
| 470 |
+
450 val loss 7.6117
|
| 471 |
+
450 val perplexity 2021.6727
|
| 472 |
+
450 train 7.377148 (lr=1.3318e-03) (hash(x)=5587382)
|
| 473 |
+
451 train 7.515634 (lr=1.3298e-03) (hash(x)=7274108)
|
| 474 |
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452 train 7.556951 (lr=1.3278e-03) (hash(x)=6085396)
|
| 475 |
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453 train 7.473550 (lr=1.3258e-03) (hash(x)=4784666)
|
| 476 |
+
454 train 7.567865 (lr=1.3238e-03) (hash(x)=6288638)
|
| 477 |
+
455 train 7.596221 (lr=1.3218e-03) (hash(x)=7714288)
|
| 478 |
+
456 train 7.644174 (lr=1.3198e-03) (hash(x)=5534748)
|
| 479 |
+
457 train 7.575220 (lr=1.3178e-03) (hash(x)=6361270)
|
| 480 |
+
458 train 7.578446 (lr=1.3158e-03) (hash(x)=4682956)
|
| 481 |
+
459 train 7.548480 (lr=1.3137e-03) (hash(x)=7568935)
|
| 482 |
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460 train 7.615434 (lr=1.3117e-03) (hash(x)=7973311)
|
| 483 |
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461 train 7.541690 (lr=1.3096e-03) (hash(x)=6987352)
|
| 484 |
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462 train 7.525329 (lr=1.3075e-03) (hash(x)=5413904)
|
| 485 |
+
463 train 7.676631 (lr=1.3054e-03) (hash(x)=6732924)
|
| 486 |
+
464 train 7.656614 (lr=1.3033e-03) (hash(x)=6219754)
|
| 487 |
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465 train 7.616294 (lr=1.3012e-03) (hash(x)=6839070)
|
| 488 |
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466 train 7.534513 (lr=1.2991e-03) (hash(x)=6090120)
|
| 489 |
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467 train 7.892575 (lr=1.2970e-03) (hash(x)=7115176)
|
| 490 |
+
468 train 7.670271 (lr=1.2949e-03) (hash(x)=4989299)
|
| 491 |
+
469 train 7.564256 (lr=1.2928e-03) (hash(x)=7497590)
|
| 492 |
+
470 train 7.652756 (lr=1.2906e-03) (hash(x)=3977557)
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| 493 |
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471 train 7.608488 (lr=1.2885e-03) (hash(x)=5524165)
|
| 494 |
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472 train 7.634833 (lr=1.2863e-03) (hash(x)=5124936)
|
| 495 |
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473 train 7.653940 (lr=1.2841e-03) (hash(x)=5522119)
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| 496 |
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474 train 7.553419 (lr=1.2819e-03) (hash(x)=5030865)
|
| 497 |
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475 train 7.605977 (lr=1.2797e-03) (hash(x)=6411783)
|
| 498 |
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476 train 7.573263 (lr=1.2775e-03) (hash(x)=6581937)
|
| 499 |
+
477 train 7.603786 (lr=1.2753e-03) (hash(x)=5116910)
|
| 500 |
+
478 train 7.426525 (lr=1.2731e-03) (hash(x)=7353459)
|
| 501 |
+
479 train 7.439530 (lr=1.2709e-03) (hash(x)=6344535)
|
| 502 |
+
480 train 7.780142 (lr=1.2687e-03) (hash(x)=5840169)
|
| 503 |
+
481 train 7.559095 (lr=1.2664e-03) (hash(x)=6754290)
|
| 504 |
+
482 train 7.778874 (lr=1.2642e-03) (hash(x)=6484573)
|
| 505 |
+
483 train 7.448756 (lr=1.2619e-03) (hash(x)=5260125)
|
| 506 |
+
484 train 7.490541 (lr=1.2596e-03) (hash(x)=4881179)
|
| 507 |
+
485 train 7.564227 (lr=1.2574e-03) (hash(x)=5001634)
|
| 508 |
+
486 train 7.506314 (lr=1.2551e-03) (hash(x)=7424810)
|
| 509 |
+
487 train 7.340068 (lr=1.2528e-03) (hash(x)=5176431)
|
| 510 |
+
488 train 7.474205 (lr=1.2505e-03) (hash(x)=5421624)
|
| 511 |
+
489 train 7.529961 (lr=1.2482e-03) (hash(x)=5674439)
|
| 512 |
+
490 train 7.483737 (lr=1.2459e-03) (hash(x)=5819157)
|
| 513 |
+
491 train 7.599583 (lr=1.2435e-03) (hash(x)=6506856)
|
| 514 |
+
492 train 7.477900 (lr=1.2412e-03) (hash(x)=6119124)
|
| 515 |
+
493 train 7.689557 (lr=1.2389e-03) (hash(x)=6241669)
|
| 516 |
+
494 train 7.341846 (lr=1.2365e-03) (hash(x)=4992756)
|
| 517 |
+
495 train 7.735241 (lr=1.2341e-03) (hash(x)=7277927)
|
| 518 |
+
496 train 7.671831 (lr=1.2318e-03) (hash(x)=6622097)
|
| 519 |
+
497 train 7.763649 (lr=1.2294e-03) (hash(x)=7026582)
|
| 520 |
+
498 train 7.696640 (lr=1.2270e-03) (hash(x)=5840987)
|
| 521 |
+
499 train 7.406112 (lr=1.2246e-03) (hash(x)=4351074)
|
| 522 |
+
500 val loss 7.6584
|
| 523 |
+
500 val perplexity 2118.3896
|
| 524 |
+
500 train 7.544330 (lr=1.2222e-03) (hash(x)=7301477)
|
| 525 |
+
501 train 7.737827 (lr=1.2198e-03) (hash(x)=6264167)
|
| 526 |
+
502 train 7.493516 (lr=1.2174e-03) (hash(x)=4673363)
|
| 527 |
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503 train 7.731082 (lr=1.2150e-03) (hash(x)=6332240)
|
| 528 |
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504 train 7.626676 (lr=1.2126e-03) (hash(x)=5093790)
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| 529 |
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505 train 7.754107 (lr=1.2101e-03) (hash(x)=6890713)
|
| 530 |
+
506 train 7.533003 (lr=1.2077e-03) (hash(x)=6042691)
|
| 531 |
+
507 train 7.654996 (lr=1.2052e-03) (hash(x)=7080746)
|
| 532 |
+
508 train 7.648608 (lr=1.2028e-03) (hash(x)=7609207)
|
| 533 |
+
509 train 7.477878 (lr=1.2003e-03) (hash(x)=4591273)
|
| 534 |
+
510 train 7.621333 (lr=1.1978e-03) (hash(x)=8183111)
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| 535 |
+
511 train 7.887285 (lr=1.1954e-03) (hash(x)=5893095)
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| 536 |
+
512 train 7.653993 (lr=1.1929e-03) (hash(x)=5709077)
|
| 537 |
+
513 train 7.608212 (lr=1.1904e-03) (hash(x)=6218715)
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| 538 |
+
514 train 7.495949 (lr=1.1879e-03) (hash(x)=4722188)
|
| 539 |
+
515 train 7.395737 (lr=1.1854e-03) (hash(x)=6313422)
|
| 540 |
+
516 train 7.542306 (lr=1.1829e-03) (hash(x)=6350660)
|
| 541 |
+
517 train 7.621310 (lr=1.1803e-03) (hash(x)=5371913)
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| 542 |
+
518 train 7.743192 (lr=1.1778e-03) (hash(x)=6283595)
|
| 543 |
+
519 train 7.731381 (lr=1.1753e-03) (hash(x)=6179167)
|
| 544 |
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520 train 7.613860 (lr=1.1727e-03) (hash(x)=7865194)
|
| 545 |
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521 train 7.774142 (lr=1.1702e-03) (hash(x)=4883760)
|
| 546 |
+
522 train 7.578948 (lr=1.1676e-03) (hash(x)=5769286)
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| 547 |
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523 train 7.574686 (lr=1.1651e-03) (hash(x)=6309912)
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| 548 |
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524 train 7.542689 (lr=1.1625e-03) (hash(x)=7490849)
|
| 549 |
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525 train 7.517217 (lr=1.1599e-03) (hash(x)=5631134)
|
| 550 |
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526 train 7.533404 (lr=1.1573e-03) (hash(x)=4754560)
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| 551 |
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527 train 7.482868 (lr=1.1548e-03) (hash(x)=5448702)
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| 552 |
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528 train 7.668287 (lr=1.1522e-03) (hash(x)=7168842)
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| 553 |
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529 train 7.663509 (lr=1.1496e-03) (hash(x)=7469195)
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| 554 |
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530 train 7.470301 (lr=1.1470e-03) (hash(x)=5479500)
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| 555 |
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531 train 7.654026 (lr=1.1443e-03) (hash(x)=5634177)
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| 556 |
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532 train 7.554359 (lr=1.1417e-03) (hash(x)=9779982)
|
| 557 |
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533 train 7.489776 (lr=1.1391e-03) (hash(x)=3641890)
|
| 558 |
+
534 train 7.590307 (lr=1.1365e-03) (hash(x)=7994103)
|
| 559 |
+
535 train 7.574826 (lr=1.1338e-03) (hash(x)=5358547)
|
| 560 |
+
536 train 7.562074 (lr=1.1312e-03) (hash(x)=6797424)
|
| 561 |
+
537 train 7.614238 (lr=1.1285e-03) (hash(x)=4876580)
|
| 562 |
+
538 train 7.417890 (lr=1.1259e-03) (hash(x)=4867629)
|
| 563 |
+
539 train 7.539329 (lr=1.1232e-03) (hash(x)=6601967)
|
| 564 |
+
540 train 7.516996 (lr=1.1205e-03) (hash(x)=5480657)
|
| 565 |
+
541 train 7.585128 (lr=1.1179e-03) (hash(x)=7127346)
|
| 566 |
+
542 train 7.728262 (lr=1.1152e-03) (hash(x)=7224794)
|
| 567 |
+
543 train 7.591577 (lr=1.1125e-03) (hash(x)=5967252)
|
| 568 |
+
544 train 7.681344 (lr=1.1098e-03) (hash(x)=7415262)
|
| 569 |
+
545 train 7.564496 (lr=1.1071e-03) (hash(x)=6522544)
|
| 570 |
+
546 train 7.597277 (lr=1.1044e-03) (hash(x)=5181640)
|
| 571 |
+
547 train 7.512012 (lr=1.1017e-03) (hash(x)=5916880)
|
| 572 |
+
548 train 7.489431 (lr=1.0990e-03) (hash(x)=5620397)
|
| 573 |
+
549 train 7.539312 (lr=1.0963e-03) (hash(x)=5994970)
|
| 574 |
+
550 val loss 7.6094
|
| 575 |
+
550 val perplexity 2017.1373
|
| 576 |
+
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551 train 7.581063 (lr=1.0908e-03) (hash(x)=6262762)
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560 train 7.646054 (lr=1.0661e-03) (hash(x)=6228679)
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567 train 7.601643 (lr=1.0465e-03) (hash(x)=4837686)
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568 train 7.654056 (lr=1.0437e-03) (hash(x)=5561493)
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569 train 7.561463 (lr=1.0409e-03) (hash(x)=5831242)
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570 train 7.667708 (lr=1.0381e-03) (hash(x)=6851511)
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571 train 7.723593 (lr=1.0353e-03) (hash(x)=6169616)
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575 train 7.564385 (lr=1.0240e-03) (hash(x)=4930450)
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576 train 7.688916 (lr=1.0211e-03) (hash(x)=6537527)
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580 train 7.550607 (lr=1.0097e-03) (hash(x)=6255865)
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586 train 7.563944 (lr=9.9252e-04) (hash(x)=5371748)
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588 train 7.481566 (lr=9.8676e-04) (hash(x)=6388848)
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589 train 7.491884 (lr=9.8387e-04) (hash(x)=4865068)
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590 train 7.446493 (lr=9.8099e-04) (hash(x)=5844961)
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591 train 7.537179 (lr=9.7810e-04) (hash(x)=5989273)
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| 618 |
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592 train 7.472892 (lr=9.7520e-04) (hash(x)=5136202)
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| 619 |
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593 train 7.600802 (lr=9.7230e-04) (hash(x)=5811889)
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| 620 |
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594 train 7.563529 (lr=9.6940e-04) (hash(x)=6554415)
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595 train 7.595642 (lr=9.6650e-04) (hash(x)=5969272)
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596 train 7.569786 (lr=9.6360e-04) (hash(x)=7121518)
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| 625 |
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599 train 7.709723 (lr=9.5486e-04) (hash(x)=7243339)
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| 626 |
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600 val loss 7.6365
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| 627 |
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600 val perplexity 2072.4595
|
| 628 |
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600 train 7.757580 (lr=9.5195e-04) (hash(x)=7199493)
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| 629 |
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601 train 7.830822 (lr=9.4903e-04) (hash(x)=5819281)
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602 train 7.558572 (lr=9.4611e-04) (hash(x)=7285909)
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603 train 7.586792 (lr=9.4319e-04) (hash(x)=6730878)
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604 train 7.628833 (lr=9.4026e-04) (hash(x)=5200141)
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605 train 7.710349 (lr=9.3733e-04) (hash(x)=5208573)
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| 634 |
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606 train 7.804736 (lr=9.3440e-04) (hash(x)=5976779)
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| 635 |
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607 train 7.625358 (lr=9.3147e-04) (hash(x)=5921767)
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608 train 7.683208 (lr=9.2854e-04) (hash(x)=6596032)
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| 637 |
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609 train 7.708938 (lr=9.2560e-04) (hash(x)=5428058)
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610 train 7.642809 (lr=9.2267e-04) (hash(x)=5748050)
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611 train 7.651460 (lr=9.1973e-04) (hash(x)=6397421)
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612 train 7.717648 (lr=9.1678e-04) (hash(x)=5638644)
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613 train 7.644392 (lr=9.1384e-04) (hash(x)=7317623)
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614 train 7.686170 (lr=9.1090e-04) (hash(x)=5254932)
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615 train 7.763377 (lr=9.0795e-04) (hash(x)=4945141)
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| 644 |
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616 train 7.685204 (lr=9.0500e-04) (hash(x)=7093994)
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617 train 7.626175 (lr=9.0205e-04) (hash(x)=7511894)
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618 train 7.610992 (lr=8.9910e-04) (hash(x)=6706832)
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619 train 7.571604 (lr=8.9615e-04) (hash(x)=6175371)
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620 train 7.636767 (lr=8.9319e-04) (hash(x)=7089897)
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621 train 7.619788 (lr=8.9024e-04) (hash(x)=6828202)
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622 train 7.953181 (lr=8.8728e-04) (hash(x)=7095301)
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623 train 7.639284 (lr=8.8432e-04) (hash(x)=5652191)
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624 train 7.675911 (lr=8.8136e-04) (hash(x)=7336431)
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625 train 7.672827 (lr=8.7840e-04) (hash(x)=6426339)
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626 train 7.782862 (lr=8.7544e-04) (hash(x)=5874982)
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627 train 7.728220 (lr=8.7248e-04) (hash(x)=6978359)
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628 train 7.458966 (lr=8.6952e-04) (hash(x)=4438173)
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629 train 7.562113 (lr=8.6655e-04) (hash(x)=6475356)
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630 train 7.792675 (lr=8.6359e-04) (hash(x)=5030069)
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631 train 7.547616 (lr=8.6062e-04) (hash(x)=6507939)
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632 train 7.571205 (lr=8.5766e-04) (hash(x)=6373406)
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633 train 7.703252 (lr=8.5469e-04) (hash(x)=6623130)
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634 train 7.620449 (lr=8.5172e-04) (hash(x)=6276741)
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635 train 7.534370 (lr=8.4876e-04) (hash(x)=7169874)
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636 train 7.599548 (lr=8.4579e-04) (hash(x)=4947348)
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637 train 7.690917 (lr=8.4282e-04) (hash(x)=7407715)
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638 train 7.809432 (lr=8.3985e-04) (hash(x)=5453341)
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| 667 |
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639 train 7.571879 (lr=8.3688e-04) (hash(x)=6520161)
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| 668 |
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640 train 7.656982 (lr=8.3391e-04) (hash(x)=6011882)
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| 669 |
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641 train 7.622779 (lr=8.3094e-04) (hash(x)=5573372)
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| 670 |
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642 train 7.781800 (lr=8.2797e-04) (hash(x)=5344827)
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| 671 |
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643 train 7.845341 (lr=8.2500e-04) (hash(x)=6127887)
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| 672 |
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644 train 7.622766 (lr=8.2203e-04) (hash(x)=6052304)
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| 673 |
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645 train 7.639464 (lr=8.1906e-04) (hash(x)=7039733)
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| 674 |
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646 train 7.682261 (lr=8.1609e-04) (hash(x)=7746451)
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| 675 |
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647 train 7.870004 (lr=8.1312e-04) (hash(x)=7694373)
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648 train 7.780158 (lr=8.1015e-04) (hash(x)=6911004)
|
| 677 |
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649 train 7.697013 (lr=8.0718e-04) (hash(x)=8055224)
|
| 678 |
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650 val loss 7.6305
|
| 679 |
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650 val perplexity 2060.0186
|
| 680 |
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650 train 7.715835 (lr=8.0421e-04) (hash(x)=7060476)
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| 681 |
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651 train 7.665342 (lr=8.0124e-04) (hash(x)=6002317)
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| 682 |
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652 train 7.699689 (lr=7.9828e-04) (hash(x)=6524390)
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653 train 7.690838 (lr=7.9531e-04) (hash(x)=8331083)
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654 train 7.723791 (lr=7.9234e-04) (hash(x)=7084852)
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655 train 7.647449 (lr=7.8938e-04) (hash(x)=6190174)
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| 686 |
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656 train 7.607740 (lr=7.8641e-04) (hash(x)=5601780)
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| 687 |
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657 train 7.773505 (lr=7.8345e-04) (hash(x)=4764034)
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| 688 |
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658 train 7.651770 (lr=7.8048e-04) (hash(x)=6361606)
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| 689 |
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659 train 7.626073 (lr=7.7752e-04) (hash(x)=5697877)
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| 690 |
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660 train 7.696369 (lr=7.7456e-04) (hash(x)=6249793)
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| 691 |
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661 train 7.733772 (lr=7.7160e-04) (hash(x)=7424709)
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| 692 |
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662 train 7.745449 (lr=7.6864e-04) (hash(x)=8203076)
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| 693 |
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663 train 7.501095 (lr=7.6568e-04) (hash(x)=5290019)
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| 694 |
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664 train 7.548358 (lr=7.6272e-04) (hash(x)=6278399)
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| 695 |
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665 train 7.648700 (lr=7.5976e-04) (hash(x)=5709192)
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| 696 |
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666 train 7.724577 (lr=7.5681e-04) (hash(x)=5660292)
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| 697 |
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667 train 7.691051 (lr=7.5385e-04) (hash(x)=5563697)
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| 698 |
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668 train 7.673583 (lr=7.5090e-04) (hash(x)=6325245)
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| 699 |
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669 train 7.671924 (lr=7.4795e-04) (hash(x)=6259741)
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| 700 |
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670 train 7.795352 (lr=7.4500e-04) (hash(x)=6238355)
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| 701 |
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671 train 7.743815 (lr=7.4205e-04) (hash(x)=7778802)
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672 train 7.695700 (lr=7.3910e-04) (hash(x)=6283496)
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673 train 7.756269 (lr=7.3616e-04) (hash(x)=5325614)
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674 train 7.630458 (lr=7.3322e-04) (hash(x)=5376057)
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675 train 7.613010 (lr=7.3027e-04) (hash(x)=5203215)
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676 train 7.741998 (lr=7.2733e-04) (hash(x)=4893030)
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677 train 7.643628 (lr=7.2440e-04) (hash(x)=7595573)
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678 train 7.719581 (lr=7.2146e-04) (hash(x)=7188575)
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| 709 |
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679 train 7.737191 (lr=7.1853e-04) (hash(x)=6858739)
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| 710 |
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680 train 7.651198 (lr=7.1560e-04) (hash(x)=7157032)
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| 711 |
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681 train 7.743367 (lr=7.1267e-04) (hash(x)=5871492)
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682 train 7.611595 (lr=7.0974e-04) (hash(x)=5636927)
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| 713 |
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683 train 7.579608 (lr=7.0681e-04) (hash(x)=6135391)
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| 714 |
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684 train 7.690376 (lr=7.0389e-04) (hash(x)=3351432)
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| 715 |
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685 train 7.646334 (lr=7.0097e-04) (hash(x)=6781160)
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686 train 7.699903 (lr=6.9805e-04) (hash(x)=5824767)
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687 train 7.682377 (lr=6.9514e-04) (hash(x)=4512723)
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| 718 |
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688 train 7.628256 (lr=6.9222e-04) (hash(x)=4600884)
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| 719 |
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689 train 7.552753 (lr=6.8931e-04) (hash(x)=5079210)
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| 720 |
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690 train 7.612241 (lr=6.8640e-04) (hash(x)=4671963)
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| 721 |
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691 train 7.477903 (lr=6.8350e-04) (hash(x)=4169508)
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| 722 |
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692 train 7.746994 (lr=6.8060e-04) (hash(x)=5341676)
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| 723 |
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693 train 7.545423 (lr=6.7770e-04) (hash(x)=7593391)
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| 724 |
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694 train 7.662059 (lr=6.7480e-04) (hash(x)=6723106)
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| 725 |
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695 train 7.737453 (lr=6.7190e-04) (hash(x)=5136994)
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| 726 |
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696 train 7.723119 (lr=6.6901e-04) (hash(x)=6571636)
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| 727 |
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697 train 7.724689 (lr=6.6613e-04) (hash(x)=6975234)
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| 728 |
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698 train 7.547842 (lr=6.6324e-04) (hash(x)=4868479)
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| 729 |
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699 train 7.889332 (lr=6.6036e-04) (hash(x)=7086593)
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| 730 |
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700 val loss 7.6620
|
| 731 |
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700 val perplexity 2125.9346
|
| 732 |
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700 train 7.716095 (lr=6.5748e-04) (hash(x)=6870808)
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| 733 |
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701 train 8.007128 (lr=6.5460e-04) (hash(x)=7186398)
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| 734 |
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702 train 7.777761 (lr=6.5173e-04) (hash(x)=4907570)
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| 735 |
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703 train 7.664205 (lr=6.4886e-04) (hash(x)=5812649)
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| 736 |
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704 train 7.688201 (lr=6.4600e-04) (hash(x)=6577447)
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705 train 7.659649 (lr=6.4314e-04) (hash(x)=5923453)
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| 738 |
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706 train 7.859843 (lr=6.4028e-04) (hash(x)=7282962)
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| 739 |
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707 train 7.595630 (lr=6.3742e-04) (hash(x)=4767725)
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708 train 7.616772 (lr=6.3457e-04) (hash(x)=6894202)
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| 741 |
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709 train 8.061256 (lr=6.3172e-04) (hash(x)=4904377)
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710 train 7.648824 (lr=6.2888e-04) (hash(x)=5810443)
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711 train 7.732968 (lr=6.2604e-04) (hash(x)=5193944)
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712 train 7.671754 (lr=6.2320e-04) (hash(x)=5188803)
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713 train 7.674891 (lr=6.2037e-04) (hash(x)=7235549)
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714 train 7.839170 (lr=6.1754e-04) (hash(x)=5692576)
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715 train 7.767762 (lr=6.1472e-04) (hash(x)=5103770)
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716 train 7.737634 (lr=6.1190e-04) (hash(x)=6084786)
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717 train 7.645361 (lr=6.0908e-04) (hash(x)=5949126)
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718 train 7.728585 (lr=6.0627e-04) (hash(x)=6321938)
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719 train 7.757533 (lr=6.0346e-04) (hash(x)=6227413)
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720 train 7.806387 (lr=6.0066e-04) (hash(x)=6795372)
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721 train 7.669972 (lr=5.9786e-04) (hash(x)=6506400)
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722 train 7.673567 (lr=5.9507e-04) (hash(x)=4595742)
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725 train 7.680350 (lr=5.8671e-04) (hash(x)=6337670)
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726 train 7.724812 (lr=5.8393e-04) (hash(x)=6831170)
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727 train 7.765401 (lr=5.8116e-04) (hash(x)=7080870)
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728 train 7.687064 (lr=5.7839e-04) (hash(x)=6449970)
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730 train 7.637728 (lr=5.7288e-04) (hash(x)=5379746)
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732 train 7.863852 (lr=5.6737e-04) (hash(x)=8398209)
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734 train 7.806954 (lr=5.6189e-04) (hash(x)=7682617)
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735 train 7.718179 (lr=5.5916e-04) (hash(x)=7053352)
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736 train 7.782071 (lr=5.5643e-04) (hash(x)=8491505)
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743 train 7.637193 (lr=5.3749e-04) (hash(x)=5808766)
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744 train 7.609255 (lr=5.3481e-04) (hash(x)=7533322)
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746 train 7.768043 (lr=5.2946e-04) (hash(x)=6207170)
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747 train 7.739127 (lr=5.2679e-04) (hash(x)=5811552)
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748 train 7.684457 (lr=5.2413e-04) (hash(x)=4540607)
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| 781 |
+
749 train 7.549143 (lr=5.2147e-04) (hash(x)=5599396)
|
| 782 |
+
750 val loss 7.6554
|
| 783 |
+
750 val perplexity 2112.1191
|
| 784 |
+
750 train 7.555338 (lr=5.1882e-04) (hash(x)=6180984)
|
| 785 |
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751 train 7.713306 (lr=5.1618e-04) (hash(x)=6519152)
|
| 786 |
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752 train 7.677018 (lr=5.1354e-04) (hash(x)=9018585)
|
| 787 |
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753 train 7.721793 (lr=5.1091e-04) (hash(x)=5988202)
|
| 788 |
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754 train 7.726769 (lr=5.0828e-04) (hash(x)=7243449)
|
| 789 |
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755 train 7.570024 (lr=5.0566e-04) (hash(x)=4377360)
|
| 790 |
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756 train 7.651197 (lr=5.0305e-04) (hash(x)=5928295)
|
| 791 |
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757 train 7.586645 (lr=5.0044e-04) (hash(x)=4996189)
|
| 792 |
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758 train 7.624186 (lr=4.9784e-04) (hash(x)=6829435)
|
| 793 |
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759 train 7.702364 (lr=4.9525e-04) (hash(x)=6929283)
|
| 794 |
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760 train 7.774829 (lr=4.9266e-04) (hash(x)=7733662)
|
| 795 |
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761 train 7.742947 (lr=4.9008e-04) (hash(x)=5975918)
|
| 796 |
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762 train 7.602759 (lr=4.8750e-04) (hash(x)=5566111)
|
| 797 |
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763 train 7.682924 (lr=4.8493e-04) (hash(x)=7407511)
|
| 798 |
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764 train 7.612732 (lr=4.8237e-04) (hash(x)=5896879)
|
| 799 |
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765 train 7.587609 (lr=4.7981e-04) (hash(x)=5569196)
|
| 800 |
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766 train 7.774881 (lr=4.7726e-04) (hash(x)=6235218)
|
| 801 |
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767 train 7.711050 (lr=4.7472e-04) (hash(x)=7467630)
|
| 802 |
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768 train 7.682931 (lr=4.7219e-04) (hash(x)=5268563)
|
| 803 |
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769 train 7.875369 (lr=4.6966e-04) (hash(x)=5915215)
|
| 804 |
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770 train 7.693166 (lr=4.6714e-04) (hash(x)=5439067)
|
| 805 |
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771 train 7.652749 (lr=4.6462e-04) (hash(x)=6167203)
|
| 806 |
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772 train 7.718116 (lr=4.6211e-04) (hash(x)=4940526)
|
| 807 |
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773 train 7.757366 (lr=4.5961e-04) (hash(x)=5897107)
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| 808 |
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774 train 7.625262 (lr=4.5712e-04) (hash(x)=6780557)
|
| 809 |
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775 train 7.712064 (lr=4.5463e-04) (hash(x)=7566733)
|
| 810 |
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776 train 7.841503 (lr=4.5215e-04) (hash(x)=7939982)
|
| 811 |
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777 train 7.602079 (lr=4.4968e-04) (hash(x)=6447254)
|
| 812 |
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778 train 7.586424 (lr=4.4722e-04) (hash(x)=5525831)
|
| 813 |
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779 train 7.536219 (lr=4.4476e-04) (hash(x)=5059170)
|
| 814 |
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780 train 7.633175 (lr=4.4231e-04) (hash(x)=7485229)
|
| 815 |
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781 train 7.737871 (lr=4.3987e-04) (hash(x)=5955219)
|
| 816 |
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782 train 7.601485 (lr=4.3743e-04) (hash(x)=6625876)
|
| 817 |
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783 train 7.881254 (lr=4.3500e-04) (hash(x)=7141085)
|
| 818 |
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784 train 7.940269 (lr=4.3258e-04) (hash(x)=5777157)
|
| 819 |
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785 train 7.548592 (lr=4.3017e-04) (hash(x)=6236468)
|
| 820 |
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786 train 7.406718 (lr=4.2776e-04) (hash(x)=5381032)
|
| 821 |
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787 train 7.583264 (lr=4.2537e-04) (hash(x)=6733716)
|
| 822 |
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788 train 7.821527 (lr=4.2298e-04) (hash(x)=7073122)
|
| 823 |
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789 train 7.791065 (lr=4.2060e-04) (hash(x)=7622163)
|
| 824 |
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790 train 7.839431 (lr=4.1822e-04) (hash(x)=6866834)
|
| 825 |
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791 train 7.786200 (lr=4.1586e-04) (hash(x)=7008739)
|
| 826 |
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792 train 7.717621 (lr=4.1350e-04) (hash(x)=7839835)
|
| 827 |
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793 train 7.613276 (lr=4.1115e-04) (hash(x)=5313637)
|
| 828 |
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794 train 7.751465 (lr=4.0880e-04) (hash(x)=6410359)
|
| 829 |
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795 train 7.603687 (lr=4.0647e-04) (hash(x)=5721008)
|
| 830 |
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796 train 7.625974 (lr=4.0414e-04) (hash(x)=6137936)
|
| 831 |
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797 train 7.491819 (lr=4.0183e-04) (hash(x)=6881406)
|
| 832 |
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798 train 7.693223 (lr=3.9952e-04) (hash(x)=6088931)
|
| 833 |
+
799 train 7.717697 (lr=3.9722e-04) (hash(x)=5689728)
|
| 834 |
+
800 val loss 7.6370
|
| 835 |
+
800 val perplexity 2073.5161
|
| 836 |
+
800 train 7.762728 (lr=3.9492e-04) (hash(x)=5800778)
|
| 837 |
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801 train 7.675423 (lr=3.9264e-04) (hash(x)=4419021)
|
| 838 |
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802 train 7.624688 (lr=3.9036e-04) (hash(x)=5544294)
|
| 839 |
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803 train 7.697114 (lr=3.8809e-04) (hash(x)=5663946)
|
| 840 |
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804 train 7.615922 (lr=3.8583e-04) (hash(x)=4573911)
|
| 841 |
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805 train 7.557411 (lr=3.8358e-04) (hash(x)=5879465)
|
| 842 |
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806 train 7.658273 (lr=3.8134e-04) (hash(x)=5641517)
|
| 843 |
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807 train 7.802371 (lr=3.7910e-04) (hash(x)=6390336)
|
| 844 |
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808 train 7.684554 (lr=3.7688e-04) (hash(x)=8412819)
|
| 845 |
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809 train 7.816953 (lr=3.7466e-04) (hash(x)=7005536)
|
| 846 |
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810 train 7.554421 (lr=3.7245e-04) (hash(x)=6630048)
|
| 847 |
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811 train 7.682105 (lr=3.7026e-04) (hash(x)=7267424)
|
| 848 |
+
812 train 7.596612 (lr=3.6806e-04) (hash(x)=6497645)
|
| 849 |
+
813 train 7.536392 (lr=3.6588e-04) (hash(x)=5498697)
|
| 850 |
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814 train 7.629416 (lr=3.6371e-04) (hash(x)=6323524)
|
| 851 |
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815 train 7.594470 (lr=3.6155e-04) (hash(x)=6529460)
|
| 852 |
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816 train 7.453266 (lr=3.5939e-04) (hash(x)=5498587)
|
| 853 |
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817 train 7.627351 (lr=3.5725e-04) (hash(x)=6828893)
|
| 854 |
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818 train 7.719358 (lr=3.5511e-04) (hash(x)=6591055)
|
| 855 |
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819 train 7.591519 (lr=3.5298e-04) (hash(x)=6739572)
|
| 856 |
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820 train 7.602864 (lr=3.5086e-04) (hash(x)=5614231)
|
| 857 |
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821 train 7.652092 (lr=3.4875e-04) (hash(x)=5462474)
|
| 858 |
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822 train 7.642527 (lr=3.4665e-04) (hash(x)=5906742)
|
| 859 |
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823 train 7.728227 (lr=3.4456e-04) (hash(x)=8249268)
|
| 860 |
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824 train 7.723638 (lr=3.4248e-04) (hash(x)=4886590)
|
| 861 |
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825 train 7.503180 (lr=3.4041e-04) (hash(x)=6736150)
|
| 862 |
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826 train 7.615807 (lr=3.3835e-04) (hash(x)=6601014)
|
| 863 |
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827 train 7.682602 (lr=3.3629e-04) (hash(x)=8283020)
|
| 864 |
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828 train 7.632830 (lr=3.3425e-04) (hash(x)=6526568)
|
| 865 |
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829 train 7.712421 (lr=3.3221e-04) (hash(x)=6609259)
|
| 866 |
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830 train 7.597031 (lr=3.3019e-04) (hash(x)=6079648)
|
| 867 |
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831 train 7.573944 (lr=3.2817e-04) (hash(x)=6607178)
|
| 868 |
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832 train 7.656188 (lr=3.2617e-04) (hash(x)=6815798)
|
| 869 |
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833 train 7.867294 (lr=3.2417e-04) (hash(x)=7277017)
|
| 870 |
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834 train 7.582785 (lr=3.2219e-04) (hash(x)=5326415)
|
| 871 |
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835 train 7.635470 (lr=3.2021e-04) (hash(x)=4215944)
|
| 872 |
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836 train 7.710712 (lr=3.1824e-04) (hash(x)=4689010)
|
| 873 |
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837 train 7.668991 (lr=3.1629e-04) (hash(x)=5690469)
|
| 874 |
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838 train 7.570385 (lr=3.1434e-04) (hash(x)=6699212)
|
| 875 |
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839 train 7.556406 (lr=3.1240e-04) (hash(x)=5494876)
|
| 876 |
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840 train 7.939544 (lr=3.1047e-04) (hash(x)=10756054)
|
| 877 |
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841 train 7.602897 (lr=3.0856e-04) (hash(x)=6553219)
|
| 878 |
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842 train 7.458749 (lr=3.0665e-04) (hash(x)=7323893)
|
| 879 |
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843 train 7.903305 (lr=3.0475e-04) (hash(x)=5481970)
|
| 880 |
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844 train 7.717767 (lr=3.0286e-04) (hash(x)=6102855)
|
| 881 |
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845 train 7.666049 (lr=3.0099e-04) (hash(x)=6889406)
|
| 882 |
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846 train 7.710120 (lr=2.9912e-04) (hash(x)=4468013)
|
| 883 |
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847 train 7.524120 (lr=2.9726e-04) (hash(x)=6621321)
|
| 884 |
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848 train 7.663353 (lr=2.9542e-04) (hash(x)=6185717)
|
| 885 |
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849 train 7.558887 (lr=2.9358e-04) (hash(x)=5594828)
|
| 886 |
+
850 val loss 7.6217
|
| 887 |
+
850 val perplexity 2042.0741
|
| 888 |
+
850 train 7.672707 (lr=2.9175e-04) (hash(x)=6530853)
|
| 889 |
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851 train 7.604573 (lr=2.8994e-04) (hash(x)=5688551)
|
| 890 |
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852 train 7.708513 (lr=2.8813e-04) (hash(x)=6979027)
|
| 891 |
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853 train 7.606856 (lr=2.8634e-04) (hash(x)=6065040)
|
| 892 |
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854 train 7.567966 (lr=2.8455e-04) (hash(x)=6836310)
|
| 893 |
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855 train 7.619243 (lr=2.8278e-04) (hash(x)=4871742)
|
| 894 |
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856 train 7.539971 (lr=2.8102e-04) (hash(x)=7461300)
|
| 895 |
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857 train 7.681456 (lr=2.7926e-04) (hash(x)=5073610)
|
| 896 |
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858 train 7.592435 (lr=2.7752e-04) (hash(x)=6725326)
|
| 897 |
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859 train 7.721680 (lr=2.7579e-04) (hash(x)=6114900)
|
| 898 |
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860 train 7.694625 (lr=2.7407e-04) (hash(x)=5249155)
|
| 899 |
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861 train 7.698965 (lr=2.7236e-04) (hash(x)=8179785)
|
| 900 |
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862 train 7.611760 (lr=2.7066e-04) (hash(x)=5588627)
|
| 901 |
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863 train 7.634285 (lr=2.6897e-04) (hash(x)=7084451)
|
| 902 |
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864 train 7.819812 (lr=2.6729e-04) (hash(x)=7478960)
|
| 903 |
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865 train 7.685376 (lr=2.6562e-04) (hash(x)=5609947)
|
| 904 |
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866 train 7.663353 (lr=2.6396e-04) (hash(x)=5741827)
|
| 905 |
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867 train 7.630328 (lr=2.6232e-04) (hash(x)=3359718)
|
| 906 |
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868 train 7.542492 (lr=2.6068e-04) (hash(x)=5480813)
|
| 907 |
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869 train 7.620015 (lr=2.5906e-04) (hash(x)=4774534)
|
| 908 |
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870 train 7.706778 (lr=2.5745e-04) (hash(x)=5895917)
|
| 909 |
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871 train 7.568813 (lr=2.5584e-04) (hash(x)=4902539)
|
| 910 |
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872 train 7.639246 (lr=2.5425e-04) (hash(x)=5734618)
|
| 911 |
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873 train 7.568552 (lr=2.5267e-04) (hash(x)=7086920)
|
| 912 |
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874 train 7.811159 (lr=2.5110e-04) (hash(x)=5338668)
|
| 913 |
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875 train 7.994176 (lr=2.4955e-04) (hash(x)=5238889)
|
| 914 |
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876 train 7.556047 (lr=2.4800e-04) (hash(x)=6244468)
|
| 915 |
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877 train 7.592893 (lr=2.4646e-04) (hash(x)=6715860)
|
| 916 |
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878 train 7.712711 (lr=2.4494e-04) (hash(x)=6216047)
|
| 917 |
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879 train 7.670996 (lr=2.4343e-04) (hash(x)=6565285)
|
| 918 |
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880 train 7.625661 (lr=2.4192e-04) (hash(x)=5257335)
|
| 919 |
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881 train 7.623128 (lr=2.4043e-04) (hash(x)=6474071)
|
| 920 |
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882 train 7.681149 (lr=2.3895e-04) (hash(x)=5705620)
|
| 921 |
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883 train 7.579249 (lr=2.3749e-04) (hash(x)=7193697)
|
| 922 |
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884 train 7.657279 (lr=2.3603e-04) (hash(x)=6264039)
|
| 923 |
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885 train 7.647198 (lr=2.3458e-04) (hash(x)=6303643)
|
| 924 |
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886 train 7.589214 (lr=2.3315e-04) (hash(x)=6120402)
|
| 925 |
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887 train 7.603663 (lr=2.3173e-04) (hash(x)=4158764)
|
| 926 |
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888 train 7.367469 (lr=2.3032e-04) (hash(x)=6173916)
|
| 927 |
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889 train 7.624500 (lr=2.2892e-04) (hash(x)=6211683)
|
| 928 |
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890 train 7.661010 (lr=2.2753e-04) (hash(x)=4950548)
|
| 929 |
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891 train 7.506677 (lr=2.2615e-04) (hash(x)=4885446)
|
| 930 |
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892 train 7.617564 (lr=2.2479e-04) (hash(x)=8117411)
|
| 931 |
+
893 train 7.648463 (lr=2.2344e-04) (hash(x)=7446434)
|
| 932 |
+
894 train 7.544267 (lr=2.2209e-04) (hash(x)=5371870)
|
| 933 |
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895 train 7.527243 (lr=2.2076e-04) (hash(x)=5022800)
|
| 934 |
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896 train 7.518435 (lr=2.1945e-04) (hash(x)=5666758)
|
| 935 |
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897 train 7.512265 (lr=2.1814e-04) (hash(x)=5872751)
|
| 936 |
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898 train 7.942310 (lr=2.1685e-04) (hash(x)=8428026)
|
| 937 |
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899 train 7.767822 (lr=2.1556e-04) (hash(x)=5222699)
|
| 938 |
+
900 val loss 7.6077
|
| 939 |
+
900 val perplexity 2013.6699
|
| 940 |
+
900 train 7.637766 (lr=2.1429e-04) (hash(x)=6048200)
|
| 941 |
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901 train 7.494919 (lr=2.1303e-04) (hash(x)=5125556)
|
| 942 |
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902 train 7.517148 (lr=2.1179e-04) (hash(x)=6198583)
|
| 943 |
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903 train 7.482060 (lr=2.1055e-04) (hash(x)=5112805)
|
| 944 |
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904 train 7.569543 (lr=2.0933e-04) (hash(x)=6212803)
|
| 945 |
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905 train 7.607596 (lr=2.0812e-04) (hash(x)=5642978)
|
| 946 |
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906 train 7.600864 (lr=2.0692e-04) (hash(x)=7307168)
|
| 947 |
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907 train 7.532407 (lr=2.0573e-04) (hash(x)=6115590)
|
| 948 |
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908 train 7.441804 (lr=2.0455e-04) (hash(x)=7014937)
|
| 949 |
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909 train 7.816400 (lr=2.0339e-04) (hash(x)=6374852)
|
| 950 |
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910 train 7.530696 (lr=2.0224e-04) (hash(x)=5780051)
|
| 951 |
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911 train 7.565453 (lr=2.0110e-04) (hash(x)=4762818)
|
| 952 |
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912 train 7.414027 (lr=1.9997e-04) (hash(x)=6585420)
|
| 953 |
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913 train 7.730681 (lr=1.9885e-04) (hash(x)=6291590)
|
| 954 |
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914 train 7.781445 (lr=1.9775e-04) (hash(x)=5941561)
|
| 955 |
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915 train 7.581264 (lr=1.9666e-04) (hash(x)=6824617)
|
| 956 |
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916 train 7.681425 (lr=1.9558e-04) (hash(x)=5763341)
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| 957 |
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917 train 7.699814 (lr=1.9451e-04) (hash(x)=6030150)
|
| 958 |
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918 train 7.623231 (lr=1.9346e-04) (hash(x)=5325490)
|
| 959 |
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919 train 7.624593 (lr=1.9242e-04) (hash(x)=6373236)
|
| 960 |
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920 train 7.643997 (lr=1.9139e-04) (hash(x)=6189151)
|
| 961 |
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921 train 7.589466 (lr=1.9037e-04) (hash(x)=6645157)
|
| 962 |
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922 train 7.601607 (lr=1.8936e-04) (hash(x)=6478394)
|
| 963 |
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923 train 7.741062 (lr=1.8837e-04) (hash(x)=5615918)
|
| 964 |
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924 train 7.628603 (lr=1.8739e-04) (hash(x)=6376988)
|
| 965 |
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925 train 7.664116 (lr=1.8642e-04) (hash(x)=5456350)
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| 966 |
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926 train 7.696933 (lr=1.8547e-04) (hash(x)=5491217)
|
| 967 |
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927 train 7.507014 (lr=1.8452e-04) (hash(x)=6871163)
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| 968 |
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928 train 7.524287 (lr=1.8359e-04) (hash(x)=7003708)
|
| 969 |
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929 train 7.638659 (lr=1.8267e-04) (hash(x)=7271154)
|
| 970 |
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930 train 7.606356 (lr=1.8176e-04) (hash(x)=5378966)
|
| 971 |
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931 train 7.582332 (lr=1.8087e-04) (hash(x)=5912082)
|
| 972 |
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932 train 7.508318 (lr=1.7999e-04) (hash(x)=5199606)
|
| 973 |
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933 train 7.542276 (lr=1.7912e-04) (hash(x)=5195464)
|
| 974 |
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934 train 7.490858 (lr=1.7826e-04) (hash(x)=7534052)
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| 975 |
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935 train 7.507756 (lr=1.7742e-04) (hash(x)=6594135)
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| 976 |
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936 train 7.575208 (lr=1.7659e-04) (hash(x)=6782051)
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| 977 |
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937 train 7.710385 (lr=1.7577e-04) (hash(x)=6485577)
|
| 978 |
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938 train 7.641093 (lr=1.7496e-04) (hash(x)=6356813)
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| 979 |
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939 train 7.539979 (lr=1.7417e-04) (hash(x)=6903068)
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| 980 |
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940 train 7.610451 (lr=1.7339e-04) (hash(x)=6200862)
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| 981 |
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941 train 7.606176 (lr=1.7262e-04) (hash(x)=5873929)
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| 982 |
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942 train 7.611000 (lr=1.7186e-04) (hash(x)=5624440)
|
| 983 |
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943 train 7.584079 (lr=1.7112e-04) (hash(x)=7166972)
|
| 984 |
+
944 train 7.697545 (lr=1.7039e-04) (hash(x)=6973234)
|
| 985 |
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945 train 7.521423 (lr=1.6967e-04) (hash(x)=6626956)
|
| 986 |
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946 train 7.661423 (lr=1.6896e-04) (hash(x)=5265592)
|
| 987 |
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947 train 7.398880 (lr=1.6827e-04) (hash(x)=5569439)
|
| 988 |
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948 train 7.527370 (lr=1.6759e-04) (hash(x)=4981059)
|
| 989 |
+
949 train 7.536789 (lr=1.6692e-04) (hash(x)=7488974)
|
| 990 |
+
950 val loss 7.6015
|
| 991 |
+
950 val perplexity 2001.1573
|
| 992 |
+
950 train 7.625254 (lr=1.6627e-04) (hash(x)=5160526)
|
| 993 |
+
951 train 7.545371 (lr=1.6563e-04) (hash(x)=5340877)
|
| 994 |
+
952 train 7.401459 (lr=1.6500e-04) (hash(x)=6333269)
|
| 995 |
+
953 train 7.606927 (lr=1.6438e-04) (hash(x)=7205151)
|
| 996 |
+
954 train 7.655581 (lr=1.6378e-04) (hash(x)=7256545)
|
| 997 |
+
955 train 7.528460 (lr=1.6319e-04) (hash(x)=6374904)
|
| 998 |
+
956 train 7.574969 (lr=1.6261e-04) (hash(x)=7124927)
|
| 999 |
+
957 train 7.541004 (lr=1.6205e-04) (hash(x)=5263132)
|
| 1000 |
+
958 train 7.719974 (lr=1.6149e-04) (hash(x)=8427208)
|
| 1001 |
+
959 train 7.533807 (lr=1.6095e-04) (hash(x)=6884232)
|
| 1002 |
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960 train 7.523619 (lr=1.6043e-04) (hash(x)=7416977)
|
| 1003 |
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961 train 7.632861 (lr=1.5991e-04) (hash(x)=6733050)
|
| 1004 |
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962 train 7.545758 (lr=1.5941e-04) (hash(x)=5251404)
|
| 1005 |
+
963 train 7.669500 (lr=1.5893e-04) (hash(x)=8162997)
|
| 1006 |
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964 train 7.800950 (lr=1.5845e-04) (hash(x)=7234382)
|
| 1007 |
+
965 train 7.714700 (lr=1.5799e-04) (hash(x)=6255275)
|
| 1008 |
+
966 train 7.664640 (lr=1.5754e-04) (hash(x)=4874742)
|
| 1009 |
+
967 train 7.626337 (lr=1.5710e-04) (hash(x)=6303037)
|
| 1010 |
+
968 train 7.547512 (lr=1.5668e-04) (hash(x)=5002696)
|
| 1011 |
+
969 train 7.583476 (lr=1.5627e-04) (hash(x)=7636268)
|
| 1012 |
+
970 train 7.564806 (lr=1.5587e-04) (hash(x)=5843590)
|
| 1013 |
+
971 train 7.633920 (lr=1.5549e-04) (hash(x)=5122289)
|
| 1014 |
+
972 train 7.529389 (lr=1.5512e-04) (hash(x)=5785819)
|
| 1015 |
+
973 train 7.596242 (lr=1.5476e-04) (hash(x)=7350343)
|
| 1016 |
+
974 train 7.417065 (lr=1.5441e-04) (hash(x)=7612943)
|
| 1017 |
+
975 train 7.677065 (lr=1.5408e-04) (hash(x)=7955067)
|
| 1018 |
+
976 train 7.582063 (lr=1.5376e-04) (hash(x)=5520886)
|
| 1019 |
+
977 train 7.468924 (lr=1.5345e-04) (hash(x)=5299200)
|
| 1020 |
+
978 train 7.503417 (lr=1.5316e-04) (hash(x)=7820550)
|
| 1021 |
+
979 train 7.467607 (lr=1.5288e-04) (hash(x)=3895312)
|
| 1022 |
+
980 train 7.590773 (lr=1.5261e-04) (hash(x)=4726896)
|
| 1023 |
+
981 train 7.375548 (lr=1.5236e-04) (hash(x)=5061167)
|
| 1024 |
+
982 train 7.556042 (lr=1.5212e-04) (hash(x)=7006804)
|
| 1025 |
+
983 train 7.565936 (lr=1.5189e-04) (hash(x)=7392600)
|
| 1026 |
+
984 train 7.766809 (lr=1.5167e-04) (hash(x)=7717172)
|
| 1027 |
+
985 train 7.893339 (lr=1.5147e-04) (hash(x)=5800587)
|
| 1028 |
+
986 train 7.572031 (lr=1.5128e-04) (hash(x)=5813784)
|
| 1029 |
+
987 train 7.556030 (lr=1.5110e-04) (hash(x)=5513267)
|
| 1030 |
+
988 train 7.536576 (lr=1.5094e-04) (hash(x)=7679326)
|
| 1031 |
+
989 train 7.618683 (lr=1.5079e-04) (hash(x)=4820278)
|
| 1032 |
+
990 train 7.631702 (lr=1.5065e-04) (hash(x)=5950845)
|
| 1033 |
+
991 train 7.539297 (lr=1.5053e-04) (hash(x)=6988067)
|
| 1034 |
+
992 train 7.470384 (lr=1.5042e-04) (hash(x)=4536923)
|
| 1035 |
+
993 train 7.618794 (lr=1.5032e-04) (hash(x)=6874134)
|
| 1036 |
+
994 train 7.847885 (lr=1.5024e-04) (hash(x)=7252013)
|
| 1037 |
+
995 train 7.498935 (lr=1.5016e-04) (hash(x)=6180446)
|
| 1038 |
+
996 train 7.731575 (lr=1.5010e-04) (hash(x)=5936769)
|
| 1039 |
+
997 train 7.653919 (lr=1.5006e-04) (hash(x)=5627313)
|
| 1040 |
+
998 train 7.604517 (lr=1.5003e-04) (hash(x)=7541743)
|
| 1041 |
+
999 val loss 7.6014
|
| 1042 |
+
999 val perplexity 2001.0438
|
| 1043 |
+
999 train 7.944356 (lr=1.5001e-04) (hash(x)=9812956)
|
lr1.5e-3_total_batch_size40960_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f072eebdcdd91d21c588828879347a262378a6e48c036ffa78ef6ec124991b4
|
| 3 |
+
size 36163010
|
lr1.5e-3_total_batch_size40960_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2c4eafd4ce740ce46b92a9765043d956bf6f6a947ec47422ce8ae4f850834404
|
| 3 |
+
size 70764358
|