Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size40960_seq_len128/args.json +1 -0
- lr1e-4_total_batch_size40960_seq_len128/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size40960_seq_len128/log2.txt +1043 -0
- lr1e-4_total_batch_size40960_seq_len128/model_00999.pt +3 -0
- lr1e-4_total_batch_size40960_seq_len128/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size40960_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_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", "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": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1e-4_total_batch_size40960_seq_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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lr1e-4_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=3.4965e-07) (hash(x)=5534142)
|
| 5 |
+
1 train 11.705332 (lr=6.9930e-07) (hash(x)=6328012)
|
| 6 |
+
2 train 11.705779 (lr=1.0490e-06) (hash(x)=5556098)
|
| 7 |
+
3 train 11.699907 (lr=1.3986e-06) (hash(x)=6219138)
|
| 8 |
+
4 train 11.687104 (lr=1.7483e-06) (hash(x)=5491972)
|
| 9 |
+
5 train 11.686815 (lr=2.0979e-06) (hash(x)=5917741)
|
| 10 |
+
6 train 11.674952 (lr=2.4476e-06) (hash(x)=6112458)
|
| 11 |
+
7 train 11.660102 (lr=2.7972e-06) (hash(x)=6568379)
|
| 12 |
+
8 train 11.641198 (lr=3.1469e-06) (hash(x)=7386082)
|
| 13 |
+
9 train 11.639851 (lr=3.4965e-06) (hash(x)=6151674)
|
| 14 |
+
10 train 11.649219 (lr=3.8462e-06) (hash(x)=7859060)
|
| 15 |
+
11 train 11.623875 (lr=4.1958e-06) (hash(x)=6391506)
|
| 16 |
+
12 train 11.595926 (lr=4.5455e-06) (hash(x)=5985675)
|
| 17 |
+
13 train 11.571944 (lr=4.8951e-06) (hash(x)=6984772)
|
| 18 |
+
14 train 11.559936 (lr=5.2448e-06) (hash(x)=6603717)
|
| 19 |
+
15 train 11.543220 (lr=5.5944e-06) (hash(x)=6190579)
|
| 20 |
+
16 train 11.523655 (lr=5.9441e-06) (hash(x)=7276303)
|
| 21 |
+
17 train 11.515402 (lr=6.2937e-06) (hash(x)=6630378)
|
| 22 |
+
18 train 11.501453 (lr=6.6434e-06) (hash(x)=9989744)
|
| 23 |
+
19 train 11.448343 (lr=6.9930e-06) (hash(x)=6317894)
|
| 24 |
+
20 train 11.404428 (lr=7.3427e-06) (hash(x)=7947703)
|
| 25 |
+
21 train 11.370103 (lr=7.6923e-06) (hash(x)=5777498)
|
| 26 |
+
22 train 11.356058 (lr=8.0420e-06) (hash(x)=7723226)
|
| 27 |
+
23 train 11.319388 (lr=8.3916e-06) (hash(x)=6491229)
|
| 28 |
+
24 train 11.311397 (lr=8.7413e-06) (hash(x)=6019389)
|
| 29 |
+
25 train 11.273135 (lr=9.0909e-06) (hash(x)=4648609)
|
| 30 |
+
26 train 11.233518 (lr=9.4406e-06) (hash(x)=5558355)
|
| 31 |
+
27 train 11.219522 (lr=9.7902e-06) (hash(x)=6369326)
|
| 32 |
+
28 train 11.159124 (lr=1.0140e-05) (hash(x)=4906853)
|
| 33 |
+
29 train 11.070101 (lr=1.0490e-05) (hash(x)=6437376)
|
| 34 |
+
30 train 11.091187 (lr=1.0839e-05) (hash(x)=7084093)
|
| 35 |
+
31 train 11.025919 (lr=1.1189e-05) (hash(x)=7048804)
|
| 36 |
+
32 train 11.015018 (lr=1.1538e-05) (hash(x)=5752594)
|
| 37 |
+
33 train 10.888662 (lr=1.1888e-05) (hash(x)=6393520)
|
| 38 |
+
34 train 10.979302 (lr=1.2238e-05) (hash(x)=6793550)
|
| 39 |
+
35 train 10.897839 (lr=1.2587e-05) (hash(x)=6581348)
|
| 40 |
+
36 train 10.855896 (lr=1.2937e-05) (hash(x)=6235837)
|
| 41 |
+
37 train 10.872488 (lr=1.3287e-05) (hash(x)=7083021)
|
| 42 |
+
38 train 10.833597 (lr=1.3636e-05) (hash(x)=6155821)
|
| 43 |
+
39 train 10.750823 (lr=1.3986e-05) (hash(x)=5657123)
|
| 44 |
+
40 train 10.650710 (lr=1.4336e-05) (hash(x)=5312267)
|
| 45 |
+
41 train 10.732980 (lr=1.4685e-05) (hash(x)=6830813)
|
| 46 |
+
42 train 10.680898 (lr=1.5035e-05) (hash(x)=6424933)
|
| 47 |
+
43 train 10.639899 (lr=1.5385e-05) (hash(x)=6680023)
|
| 48 |
+
44 train 10.615314 (lr=1.5734e-05) (hash(x)=7523279)
|
| 49 |
+
45 train 10.547634 (lr=1.6084e-05) (hash(x)=6635925)
|
| 50 |
+
46 train 10.577503 (lr=1.6434e-05) (hash(x)=5869441)
|
| 51 |
+
47 train 10.562243 (lr=1.6783e-05) (hash(x)=6349004)
|
| 52 |
+
48 train 10.481762 (lr=1.7133e-05) (hash(x)=6008454)
|
| 53 |
+
49 train 10.500949 (lr=1.7483e-05) (hash(x)=7682741)
|
| 54 |
+
50 val loss 10.5264
|
| 55 |
+
50 val perplexity 37288.4062
|
| 56 |
+
50 train 10.545626 (lr=1.7832e-05) (hash(x)=7794028)
|
| 57 |
+
51 train 10.516732 (lr=1.8182e-05) (hash(x)=6166062)
|
| 58 |
+
52 train 10.466324 (lr=1.8531e-05) (hash(x)=4811192)
|
| 59 |
+
53 train 10.453982 (lr=1.8881e-05) (hash(x)=7822680)
|
| 60 |
+
54 train 10.423635 (lr=1.9231e-05) (hash(x)=6431409)
|
| 61 |
+
55 train 10.445662 (lr=1.9580e-05) (hash(x)=5323032)
|
| 62 |
+
56 train 10.413032 (lr=1.9930e-05) (hash(x)=7363286)
|
| 63 |
+
57 train 10.427016 (lr=2.0280e-05) (hash(x)=5616075)
|
| 64 |
+
58 train 10.454243 (lr=2.0629e-05) (hash(x)=5672608)
|
| 65 |
+
59 train 10.410952 (lr=2.0979e-05) (hash(x)=6839867)
|
| 66 |
+
60 train 10.373855 (lr=2.1329e-05) (hash(x)=4916928)
|
| 67 |
+
61 train 10.416348 (lr=2.1678e-05) (hash(x)=8353379)
|
| 68 |
+
62 train 10.377666 (lr=2.2028e-05) (hash(x)=4838871)
|
| 69 |
+
63 train 10.308009 (lr=2.2378e-05) (hash(x)=6795665)
|
| 70 |
+
64 train 10.341059 (lr=2.2727e-05) (hash(x)=6678038)
|
| 71 |
+
65 train 10.380463 (lr=2.3077e-05) (hash(x)=6112215)
|
| 72 |
+
66 train 10.354484 (lr=2.3427e-05) (hash(x)=5915361)
|
| 73 |
+
67 train 10.295052 (lr=2.3776e-05) (hash(x)=5771588)
|
| 74 |
+
68 train 10.296517 (lr=2.4126e-05) (hash(x)=5688829)
|
| 75 |
+
69 train 10.249701 (lr=2.4476e-05) (hash(x)=5443305)
|
| 76 |
+
70 train 10.368075 (lr=2.4825e-05) (hash(x)=6901933)
|
| 77 |
+
71 train 10.305390 (lr=2.5175e-05) (hash(x)=4294425)
|
| 78 |
+
72 train 10.266986 (lr=2.5524e-05) (hash(x)=4363941)
|
| 79 |
+
73 train 10.340864 (lr=2.5874e-05) (hash(x)=5486335)
|
| 80 |
+
74 train 10.266190 (lr=2.6224e-05) (hash(x)=7295165)
|
| 81 |
+
75 train 10.302212 (lr=2.6573e-05) (hash(x)=6267424)
|
| 82 |
+
76 train 10.288569 (lr=2.6923e-05) (hash(x)=5270452)
|
| 83 |
+
77 train 10.281313 (lr=2.7273e-05) (hash(x)=6305297)
|
| 84 |
+
78 train 10.316290 (lr=2.7622e-05) (hash(x)=6040077)
|
| 85 |
+
79 train 10.245375 (lr=2.7972e-05) (hash(x)=7130251)
|
| 86 |
+
80 train 10.142735 (lr=2.8322e-05) (hash(x)=6508350)
|
| 87 |
+
81 train 10.266699 (lr=2.8671e-05) (hash(x)=5859576)
|
| 88 |
+
82 train 10.131472 (lr=2.9021e-05) (hash(x)=4892065)
|
| 89 |
+
83 train 10.208331 (lr=2.9371e-05) (hash(x)=7317289)
|
| 90 |
+
84 train 10.222984 (lr=2.9720e-05) (hash(x)=5510218)
|
| 91 |
+
85 train 10.225883 (lr=3.0070e-05) (hash(x)=6752265)
|
| 92 |
+
86 train 10.180833 (lr=3.0420e-05) (hash(x)=6530867)
|
| 93 |
+
87 train 10.181967 (lr=3.0769e-05) (hash(x)=5790078)
|
| 94 |
+
88 train 10.167474 (lr=3.1119e-05) (hash(x)=7614023)
|
| 95 |
+
89 train 10.192016 (lr=3.1469e-05) (hash(x)=5245146)
|
| 96 |
+
90 train 10.143373 (lr=3.1818e-05) (hash(x)=5786972)
|
| 97 |
+
91 train 10.120044 (lr=3.2168e-05) (hash(x)=6346459)
|
| 98 |
+
92 train 10.123945 (lr=3.2517e-05) (hash(x)=5209234)
|
| 99 |
+
93 train 10.069736 (lr=3.2867e-05) (hash(x)=5676768)
|
| 100 |
+
94 train 10.159283 (lr=3.3217e-05) (hash(x)=5863092)
|
| 101 |
+
95 train 10.125297 (lr=3.3566e-05) (hash(x)=7019489)
|
| 102 |
+
96 train 10.048639 (lr=3.3916e-05) (hash(x)=5483019)
|
| 103 |
+
97 train 10.074350 (lr=3.4266e-05) (hash(x)=5968716)
|
| 104 |
+
98 train 10.015015 (lr=3.4615e-05) (hash(x)=7780194)
|
| 105 |
+
99 train 10.036878 (lr=3.4965e-05) (hash(x)=3784321)
|
| 106 |
+
100 val loss 10.0435
|
| 107 |
+
100 val perplexity 23006.2656
|
| 108 |
+
100 train 10.018503 (lr=3.5315e-05) (hash(x)=7774109)
|
| 109 |
+
101 train 10.071948 (lr=3.5664e-05) (hash(x)=6576749)
|
| 110 |
+
102 train 10.004955 (lr=3.6014e-05) (hash(x)=7072404)
|
| 111 |
+
103 train 9.925790 (lr=3.6364e-05) (hash(x)=6556025)
|
| 112 |
+
104 train 9.979046 (lr=3.6713e-05) (hash(x)=7325027)
|
| 113 |
+
105 train 9.985698 (lr=3.7063e-05) (hash(x)=6373412)
|
| 114 |
+
106 train 9.907884 (lr=3.7413e-05) (hash(x)=5262868)
|
| 115 |
+
107 train 9.821184 (lr=3.7762e-05) (hash(x)=8055563)
|
| 116 |
+
108 train 9.888244 (lr=3.8112e-05) (hash(x)=5932790)
|
| 117 |
+
109 train 9.870143 (lr=3.8462e-05) (hash(x)=5680154)
|
| 118 |
+
110 train 9.889037 (lr=3.8811e-05) (hash(x)=5914217)
|
| 119 |
+
111 train 9.835287 (lr=3.9161e-05) (hash(x)=6424128)
|
| 120 |
+
112 train 9.816049 (lr=3.9510e-05) (hash(x)=7804089)
|
| 121 |
+
113 train 9.910012 (lr=3.9860e-05) (hash(x)=6490149)
|
| 122 |
+
114 train 9.746980 (lr=4.0210e-05) (hash(x)=6283540)
|
| 123 |
+
115 train 9.750226 (lr=4.0559e-05) (hash(x)=5728337)
|
| 124 |
+
116 train 9.777737 (lr=4.0909e-05) (hash(x)=7400272)
|
| 125 |
+
117 train 9.751750 (lr=4.1259e-05) (hash(x)=6473432)
|
| 126 |
+
118 train 9.753048 (lr=4.1608e-05) (hash(x)=6922646)
|
| 127 |
+
119 train 9.689855 (lr=4.1958e-05) (hash(x)=7277141)
|
| 128 |
+
120 train 9.692665 (lr=4.2308e-05) (hash(x)=7443124)
|
| 129 |
+
121 train 9.684964 (lr=4.2657e-05) (hash(x)=5632735)
|
| 130 |
+
122 train 9.567986 (lr=4.3007e-05) (hash(x)=5881015)
|
| 131 |
+
123 train 9.611203 (lr=4.3357e-05) (hash(x)=5809411)
|
| 132 |
+
124 train 9.633434 (lr=4.3706e-05) (hash(x)=7232964)
|
| 133 |
+
125 train 9.567163 (lr=4.4056e-05) (hash(x)=6171829)
|
| 134 |
+
126 train 9.607805 (lr=4.4406e-05) (hash(x)=5884456)
|
| 135 |
+
127 train 9.558887 (lr=4.4755e-05) (hash(x)=5077031)
|
| 136 |
+
128 train 9.572595 (lr=4.5105e-05) (hash(x)=6248895)
|
| 137 |
+
129 train 9.452215 (lr=4.5455e-05) (hash(x)=6918004)
|
| 138 |
+
130 train 9.451519 (lr=4.5804e-05) (hash(x)=6482466)
|
| 139 |
+
131 train 9.404288 (lr=4.6154e-05) (hash(x)=6588573)
|
| 140 |
+
132 train 9.450846 (lr=4.6503e-05) (hash(x)=6136939)
|
| 141 |
+
133 train 9.392819 (lr=4.6853e-05) (hash(x)=7040157)
|
| 142 |
+
134 train 9.384050 (lr=4.7203e-05) (hash(x)=6455595)
|
| 143 |
+
135 train 9.397627 (lr=4.7552e-05) (hash(x)=4122983)
|
| 144 |
+
136 train 9.308072 (lr=4.7902e-05) (hash(x)=4724052)
|
| 145 |
+
137 train 9.347659 (lr=4.8252e-05) (hash(x)=6820797)
|
| 146 |
+
138 train 9.400518 (lr=4.8601e-05) (hash(x)=7477594)
|
| 147 |
+
139 train 9.302575 (lr=4.8951e-05) (hash(x)=6146305)
|
| 148 |
+
140 train 9.217159 (lr=4.9301e-05) (hash(x)=6814831)
|
| 149 |
+
141 train 9.270012 (lr=4.9650e-05) (hash(x)=5548298)
|
| 150 |
+
142 train 9.285732 (lr=5.0000e-05) (hash(x)=7609416)
|
| 151 |
+
143 train 9.249261 (lr=5.0350e-05) (hash(x)=7574342)
|
| 152 |
+
144 train 9.179375 (lr=5.0699e-05) (hash(x)=5906937)
|
| 153 |
+
145 train 9.138689 (lr=5.1049e-05) (hash(x)=8013471)
|
| 154 |
+
146 train 9.114400 (lr=5.1399e-05) (hash(x)=6146213)
|
| 155 |
+
147 train 9.110011 (lr=5.1748e-05) (hash(x)=6709902)
|
| 156 |
+
148 train 9.142542 (lr=5.2098e-05) (hash(x)=6402571)
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| 157 |
+
149 train 9.043824 (lr=5.2448e-05) (hash(x)=7683614)
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| 158 |
+
150 val loss 9.0555
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| 159 |
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150 val perplexity 8565.1602
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| 160 |
+
150 train 9.019387 (lr=5.2797e-05) (hash(x)=5453026)
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151 train 8.964670 (lr=5.3147e-05) (hash(x)=6260017)
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152 train 8.989517 (lr=5.3497e-05) (hash(x)=6591466)
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153 train 8.990527 (lr=5.3846e-05) (hash(x)=5501472)
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154 train 8.986162 (lr=5.4196e-05) (hash(x)=5871698)
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155 train 8.873516 (lr=5.4545e-05) (hash(x)=4282052)
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156 train 8.899151 (lr=5.4895e-05) (hash(x)=7824660)
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157 train 8.860447 (lr=5.5245e-05) (hash(x)=5954950)
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158 train 8.835849 (lr=5.5594e-05) (hash(x)=5484656)
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159 train 8.872515 (lr=5.5944e-05) (hash(x)=7031328)
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160 train 8.800587 (lr=5.6294e-05) (hash(x)=9157069)
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161 train 8.834757 (lr=5.6643e-05) (hash(x)=5996883)
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162 train 8.826200 (lr=5.6993e-05) (hash(x)=7645447)
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163 train 8.906298 (lr=5.7343e-05) (hash(x)=6336164)
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164 train 8.714073 (lr=5.7692e-05) (hash(x)=5224240)
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165 train 8.893360 (lr=5.8042e-05) (hash(x)=5447801)
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166 train 8.699451 (lr=5.8392e-05) (hash(x)=4155598)
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167 train 8.658438 (lr=5.8741e-05) (hash(x)=7482744)
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168 train 8.636909 (lr=5.9091e-05) (hash(x)=4733414)
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169 train 8.670689 (lr=5.9441e-05) (hash(x)=7806284)
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170 train 8.637245 (lr=5.9790e-05) (hash(x)=7236478)
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171 train 8.630403 (lr=6.0140e-05) (hash(x)=4656255)
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172 train 8.656121 (lr=6.0490e-05) (hash(x)=9298325)
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173 train 8.606151 (lr=6.0839e-05) (hash(x)=6287524)
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174 train 8.559595 (lr=6.1189e-05) (hash(x)=7895970)
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175 train 8.580208 (lr=6.1538e-05) (hash(x)=8847992)
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176 train 8.668791 (lr=6.1888e-05) (hash(x)=6338998)
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177 train 8.674383 (lr=6.2238e-05) (hash(x)=7104011)
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178 train 8.506351 (lr=6.2587e-05) (hash(x)=5573214)
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179 train 8.562291 (lr=6.2937e-05) (hash(x)=6882897)
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180 train 8.470406 (lr=6.3287e-05) (hash(x)=5854242)
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181 train 8.388101 (lr=6.3636e-05) (hash(x)=6972494)
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182 train 8.411957 (lr=6.3986e-05) (hash(x)=6796805)
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183 train 8.285467 (lr=6.4336e-05) (hash(x)=6139120)
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184 train 8.368826 (lr=6.4685e-05) (hash(x)=6486796)
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185 train 8.337702 (lr=6.5035e-05) (hash(x)=5578797)
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186 train 8.342622 (lr=6.5385e-05) (hash(x)=6895326)
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187 train 8.378795 (lr=6.5734e-05) (hash(x)=7783160)
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188 train 8.369094 (lr=6.6084e-05) (hash(x)=4867625)
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189 train 8.281475 (lr=6.6434e-05) (hash(x)=6631123)
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190 train 8.160976 (lr=6.6783e-05) (hash(x)=6710965)
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191 train 8.202462 (lr=6.7133e-05) (hash(x)=6294657)
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192 train 8.267230 (lr=6.7483e-05) (hash(x)=5443606)
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193 train 8.269627 (lr=6.7832e-05) (hash(x)=7035770)
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194 train 8.270896 (lr=6.8182e-05) (hash(x)=4899541)
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195 train 8.163097 (lr=6.8531e-05) (hash(x)=6227120)
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196 train 8.220283 (lr=6.8881e-05) (hash(x)=5981648)
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197 train 8.189032 (lr=6.9231e-05) (hash(x)=5558993)
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198 train 8.233647 (lr=6.9580e-05) (hash(x)=7015671)
|
| 209 |
+
199 train 8.146052 (lr=6.9930e-05) (hash(x)=5931234)
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| 210 |
+
200 val loss 8.1800
|
| 211 |
+
200 val perplexity 3569.0156
|
| 212 |
+
200 train 8.143770 (lr=7.0280e-05) (hash(x)=4582159)
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| 213 |
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201 train 8.113088 (lr=7.0629e-05) (hash(x)=5029472)
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202 train 8.093628 (lr=7.0979e-05) (hash(x)=5434102)
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203 train 8.280756 (lr=7.1329e-05) (hash(x)=6810638)
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204 train 8.099703 (lr=7.1678e-05) (hash(x)=6521562)
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205 train 8.187403 (lr=7.2028e-05) (hash(x)=7226932)
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206 train 8.066390 (lr=7.2378e-05) (hash(x)=6957849)
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207 train 8.108775 (lr=7.2727e-05) (hash(x)=5334281)
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208 train 8.147187 (lr=7.3077e-05) (hash(x)=5887983)
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209 train 8.072449 (lr=7.3427e-05) (hash(x)=6393576)
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| 222 |
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210 train 8.212346 (lr=7.3776e-05) (hash(x)=5057959)
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211 train 8.254953 (lr=7.4126e-05) (hash(x)=8595271)
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212 train 8.106679 (lr=7.4476e-05) (hash(x)=8395167)
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213 train 8.140000 (lr=7.4825e-05) (hash(x)=7634417)
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214 train 7.963014 (lr=7.5175e-05) (hash(x)=5257771)
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215 train 8.034513 (lr=7.5524e-05) (hash(x)=7674238)
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216 train 8.135171 (lr=7.5874e-05) (hash(x)=5300555)
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217 train 7.906672 (lr=7.6224e-05) (hash(x)=6066139)
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218 train 8.012554 (lr=7.6573e-05) (hash(x)=6688212)
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219 train 8.150175 (lr=7.6923e-05) (hash(x)=6642404)
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220 train 7.964653 (lr=7.7273e-05) (hash(x)=4961570)
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221 train 7.859112 (lr=7.7622e-05) (hash(x)=5105190)
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222 train 8.080304 (lr=7.7972e-05) (hash(x)=7155991)
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223 train 7.941610 (lr=7.8322e-05) (hash(x)=5132972)
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224 train 7.943127 (lr=7.8671e-05) (hash(x)=6269946)
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225 train 7.946702 (lr=7.9021e-05) (hash(x)=5396133)
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226 train 7.957126 (lr=7.9371e-05) (hash(x)=6394083)
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227 train 7.933005 (lr=7.9720e-05) (hash(x)=5237804)
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228 train 7.948494 (lr=8.0070e-05) (hash(x)=5216638)
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229 train 7.884851 (lr=8.0420e-05) (hash(x)=6735565)
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230 train 7.990614 (lr=8.0769e-05) (hash(x)=5983575)
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231 train 7.943805 (lr=8.1119e-05) (hash(x)=5831619)
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232 train 7.807380 (lr=8.1469e-05) (hash(x)=9109083)
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233 train 7.954245 (lr=8.1818e-05) (hash(x)=6912967)
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234 train 8.091221 (lr=8.2168e-05) (hash(x)=5965674)
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235 train 7.952698 (lr=8.2517e-05) (hash(x)=5822533)
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236 train 7.882913 (lr=8.2867e-05) (hash(x)=5268216)
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237 train 7.788689 (lr=8.3217e-05) (hash(x)=6531900)
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| 250 |
+
238 train 7.794518 (lr=8.3566e-05) (hash(x)=5426499)
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| 251 |
+
239 train 8.186525 (lr=8.3916e-05) (hash(x)=7455372)
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+
240 train 8.421332 (lr=8.4266e-05) (hash(x)=8319119)
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241 train 8.411531 (lr=8.4615e-05) (hash(x)=7592128)
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| 254 |
+
242 train 8.447161 (lr=8.4965e-05) (hash(x)=8704170)
|
| 255 |
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243 train 8.044080 (lr=8.5315e-05) (hash(x)=7165037)
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| 256 |
+
244 train 7.922281 (lr=8.5664e-05) (hash(x)=7678000)
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| 257 |
+
245 train 7.803015 (lr=8.6014e-05) (hash(x)=7414788)
|
| 258 |
+
246 train 7.842107 (lr=8.6364e-05) (hash(x)=7326216)
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| 259 |
+
247 train 7.921700 (lr=8.6713e-05) (hash(x)=5857162)
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| 260 |
+
248 train 8.317278 (lr=8.7063e-05) (hash(x)=14715669)
|
| 261 |
+
249 train 10.722971 (lr=8.7413e-05) (hash(x)=16950560)
|
| 262 |
+
250 val loss 7.8102
|
| 263 |
+
250 val perplexity 2465.6804
|
| 264 |
+
250 train 7.842124 (lr=8.7762e-05) (hash(x)=6159125)
|
| 265 |
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251 train 7.839992 (lr=8.8112e-05) (hash(x)=5908442)
|
| 266 |
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252 train 7.711533 (lr=8.8462e-05) (hash(x)=6668887)
|
| 267 |
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253 train 7.799224 (lr=8.8811e-05) (hash(x)=7662975)
|
| 268 |
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254 train 7.777843 (lr=8.9161e-05) (hash(x)=6669539)
|
| 269 |
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255 train 7.765620 (lr=8.9510e-05) (hash(x)=5015998)
|
| 270 |
+
256 train 7.717095 (lr=8.9860e-05) (hash(x)=5458386)
|
| 271 |
+
257 train 7.822394 (lr=9.0210e-05) (hash(x)=4849847)
|
| 272 |
+
258 train 7.850494 (lr=9.0559e-05) (hash(x)=5125562)
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| 273 |
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259 train 7.863416 (lr=9.0909e-05) (hash(x)=6012047)
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| 274 |
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260 train 7.769378 (lr=9.1259e-05) (hash(x)=6079364)
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| 275 |
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261 train 7.768021 (lr=9.1608e-05) (hash(x)=6030395)
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| 276 |
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262 train 7.748400 (lr=9.1958e-05) (hash(x)=6781762)
|
| 277 |
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263 train 7.779303 (lr=9.2308e-05) (hash(x)=5238325)
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| 278 |
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264 train 7.842370 (lr=9.2657e-05) (hash(x)=8611144)
|
| 279 |
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265 train 7.718645 (lr=9.3007e-05) (hash(x)=6901605)
|
| 280 |
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266 train 7.746768 (lr=9.3357e-05) (hash(x)=5499337)
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| 281 |
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267 train 7.748135 (lr=9.3706e-05) (hash(x)=7134874)
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| 282 |
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268 train 7.726998 (lr=9.4056e-05) (hash(x)=6149038)
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| 283 |
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269 train 7.738696 (lr=9.4406e-05) (hash(x)=6609760)
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| 284 |
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270 train 7.839108 (lr=9.4755e-05) (hash(x)=6652627)
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| 285 |
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271 train 7.795169 (lr=9.5105e-05) (hash(x)=8618579)
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| 286 |
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272 train 7.696238 (lr=9.5455e-05) (hash(x)=5896892)
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273 train 7.797287 (lr=9.5804e-05) (hash(x)=8945854)
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274 train 7.654253 (lr=9.6154e-05) (hash(x)=6775103)
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275 train 7.698669 (lr=9.6503e-05) (hash(x)=6200024)
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276 train 7.613345 (lr=9.6853e-05) (hash(x)=5238139)
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277 train 7.733175 (lr=9.7203e-05) (hash(x)=5780948)
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278 train 7.718573 (lr=9.7552e-05) (hash(x)=6168407)
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| 293 |
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279 train 7.690348 (lr=9.7902e-05) (hash(x)=3775881)
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| 294 |
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280 train 7.673783 (lr=9.8252e-05) (hash(x)=6848709)
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| 295 |
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281 train 7.989607 (lr=9.8601e-05) (hash(x)=6478113)
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| 296 |
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282 train 7.709716 (lr=9.8951e-05) (hash(x)=6483914)
|
| 297 |
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283 train 7.677688 (lr=9.9301e-05) (hash(x)=5927795)
|
| 298 |
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284 train 7.688281 (lr=9.9650e-05) (hash(x)=8438033)
|
| 299 |
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285 train 7.720707 (lr=1.0000e-04) (hash(x)=5684788)
|
| 300 |
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286 train 7.564610 (lr=1.0000e-04) (hash(x)=5710182)
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| 301 |
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287 train 7.647551 (lr=1.0000e-04) (hash(x)=6160063)
|
| 302 |
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288 train 7.519366 (lr=9.9998e-05) (hash(x)=5955100)
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| 303 |
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289 train 7.449736 (lr=9.9996e-05) (hash(x)=6672309)
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| 304 |
+
290 train 7.806431 (lr=9.9993e-05) (hash(x)=9001564)
|
| 305 |
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291 train 8.120126 (lr=9.9989e-05) (hash(x)=5454654)
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| 306 |
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292 train 7.552334 (lr=9.9984e-05) (hash(x)=5174062)
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| 307 |
+
293 train 7.666497 (lr=9.9979e-05) (hash(x)=6199203)
|
| 308 |
+
294 train 7.591342 (lr=9.9972e-05) (hash(x)=8352747)
|
| 309 |
+
295 train 7.711527 (lr=9.9965e-05) (hash(x)=4547106)
|
| 310 |
+
296 train 7.694947 (lr=9.9956e-05) (hash(x)=6433099)
|
| 311 |
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297 train 7.550387 (lr=9.9947e-05) (hash(x)=6424428)
|
| 312 |
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298 train 7.615989 (lr=9.9937e-05) (hash(x)=5975712)
|
| 313 |
+
299 train 7.579180 (lr=9.9926e-05) (hash(x)=5458532)
|
| 314 |
+
300 val loss 7.6401
|
| 315 |
+
300 val perplexity 2079.9033
|
| 316 |
+
300 train 7.770287 (lr=9.9915e-05) (hash(x)=7002774)
|
| 317 |
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301 train 7.894138 (lr=9.9902e-05) (hash(x)=8206173)
|
| 318 |
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302 train 7.953984 (lr=9.9889e-05) (hash(x)=7784971)
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| 319 |
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303 train 7.917474 (lr=9.9874e-05) (hash(x)=6001843)
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| 320 |
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304 train 7.710042 (lr=9.9859e-05) (hash(x)=5698642)
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| 321 |
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305 train 7.629550 (lr=9.9843e-05) (hash(x)=6600751)
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| 322 |
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306 train 7.594560 (lr=9.9826e-05) (hash(x)=5804610)
|
| 323 |
+
307 train 7.552759 (lr=9.9808e-05) (hash(x)=5162652)
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| 324 |
+
308 train 7.552864 (lr=9.9789e-05) (hash(x)=5297006)
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| 325 |
+
309 train 7.561480 (lr=9.9770e-05) (hash(x)=6728323)
|
| 326 |
+
310 train 7.559034 (lr=9.9749e-05) (hash(x)=3964882)
|
| 327 |
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311 train 7.555285 (lr=9.9728e-05) (hash(x)=6735993)
|
| 328 |
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312 train 7.646221 (lr=9.9706e-05) (hash(x)=5150316)
|
| 329 |
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313 train 7.512674 (lr=9.9683e-05) (hash(x)=5220448)
|
| 330 |
+
314 train 7.659996 (lr=9.9659e-05) (hash(x)=6971289)
|
| 331 |
+
315 train 7.722139 (lr=9.9634e-05) (hash(x)=5012069)
|
| 332 |
+
316 train 7.583620 (lr=9.9609e-05) (hash(x)=6576136)
|
| 333 |
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317 train 7.573574 (lr=9.9582e-05) (hash(x)=6077647)
|
| 334 |
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318 train 7.673189 (lr=9.9555e-05) (hash(x)=6032381)
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| 335 |
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319 train 7.535773 (lr=9.9526e-05) (hash(x)=8410716)
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| 336 |
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320 train 7.576756 (lr=9.9497e-05) (hash(x)=6212516)
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| 337 |
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321 train 7.556870 (lr=9.9467e-05) (hash(x)=5298545)
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| 338 |
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322 train 7.640959 (lr=9.9437e-05) (hash(x)=5779073)
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| 339 |
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323 train 7.529157 (lr=9.9405e-05) (hash(x)=6340947)
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| 340 |
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324 train 7.317072 (lr=9.9372e-05) (hash(x)=6530441)
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| 341 |
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325 train 7.622580 (lr=9.9339e-05) (hash(x)=7818007)
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| 342 |
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326 train 7.500859 (lr=9.9305e-05) (hash(x)=6277435)
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| 343 |
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327 train 7.511684 (lr=9.9270e-05) (hash(x)=6226320)
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| 344 |
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328 train 7.580492 (lr=9.9234e-05) (hash(x)=5463751)
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329 train 7.506289 (lr=9.9197e-05) (hash(x)=6579329)
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| 346 |
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330 train 7.604564 (lr=9.9159e-05) (hash(x)=6660540)
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| 347 |
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331 train 7.561738 (lr=9.9121e-05) (hash(x)=6491272)
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| 348 |
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332 train 7.554421 (lr=9.9081e-05) (hash(x)=6766947)
|
| 349 |
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333 train 7.793908 (lr=9.9041e-05) (hash(x)=3721218)
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| 350 |
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334 train 7.660347 (lr=9.9000e-05) (hash(x)=5229898)
|
| 351 |
+
335 train 7.476605 (lr=9.8958e-05) (hash(x)=6054428)
|
| 352 |
+
336 train 7.631429 (lr=9.8915e-05) (hash(x)=6290464)
|
| 353 |
+
337 train 7.603313 (lr=9.8872e-05) (hash(x)=6904498)
|
| 354 |
+
338 train 7.626131 (lr=9.8827e-05) (hash(x)=7765805)
|
| 355 |
+
339 train 7.591843 (lr=9.8782e-05) (hash(x)=6543764)
|
| 356 |
+
340 train 7.596447 (lr=9.8736e-05) (hash(x)=7204955)
|
| 357 |
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341 train 7.533058 (lr=9.8689e-05) (hash(x)=4423711)
|
| 358 |
+
342 train 7.485778 (lr=9.8641e-05) (hash(x)=5343477)
|
| 359 |
+
343 train 7.623853 (lr=9.8592e-05) (hash(x)=6595856)
|
| 360 |
+
344 train 7.460827 (lr=9.8543e-05) (hash(x)=7229015)
|
| 361 |
+
345 train 7.528174 (lr=9.8492e-05) (hash(x)=5916034)
|
| 362 |
+
346 train 7.655439 (lr=9.8441e-05) (hash(x)=6939521)
|
| 363 |
+
347 train 7.528080 (lr=9.8389e-05) (hash(x)=5492185)
|
| 364 |
+
348 train 7.452679 (lr=9.8336e-05) (hash(x)=6898006)
|
| 365 |
+
349 train 7.369509 (lr=9.8282e-05) (hash(x)=5462008)
|
| 366 |
+
350 val loss 7.5809
|
| 367 |
+
350 val perplexity 1960.3555
|
| 368 |
+
350 train 7.462333 (lr=9.8228e-05) (hash(x)=7821902)
|
| 369 |
+
351 train 7.544786 (lr=9.8172e-05) (hash(x)=6608108)
|
| 370 |
+
352 train 7.598093 (lr=9.8116e-05) (hash(x)=6295394)
|
| 371 |
+
353 train 7.478810 (lr=9.8059e-05) (hash(x)=6803449)
|
| 372 |
+
354 train 7.473893 (lr=9.8001e-05) (hash(x)=7444134)
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| 373 |
+
355 train 7.503682 (lr=9.7942e-05) (hash(x)=5361923)
|
| 374 |
+
356 train 7.503118 (lr=9.7882e-05) (hash(x)=7803039)
|
| 375 |
+
357 train 7.627037 (lr=9.7822e-05) (hash(x)=7042578)
|
| 376 |
+
358 train 7.517677 (lr=9.7761e-05) (hash(x)=6647007)
|
| 377 |
+
359 train 7.539265 (lr=9.7699e-05) (hash(x)=6303658)
|
| 378 |
+
360 train 7.635437 (lr=9.7636e-05) (hash(x)=6158927)
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| 379 |
+
361 train 7.475334 (lr=9.7572e-05) (hash(x)=6419656)
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| 380 |
+
362 train 7.383346 (lr=9.7507e-05) (hash(x)=7891271)
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| 381 |
+
363 train 7.582181 (lr=9.7442e-05) (hash(x)=7099888)
|
| 382 |
+
364 train 7.543154 (lr=9.7376e-05) (hash(x)=6352424)
|
| 383 |
+
365 train 7.480652 (lr=9.7309e-05) (hash(x)=5863145)
|
| 384 |
+
366 train 7.502373 (lr=9.7241e-05) (hash(x)=6844597)
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| 385 |
+
367 train 7.561295 (lr=9.7172e-05) (hash(x)=6009861)
|
| 386 |
+
368 train 7.458214 (lr=9.7103e-05) (hash(x)=5374957)
|
| 387 |
+
369 train 7.511323 (lr=9.7032e-05) (hash(x)=3923225)
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| 388 |
+
370 train 7.453778 (lr=9.6961e-05) (hash(x)=5848862)
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| 389 |
+
371 train 7.472786 (lr=9.6889e-05) (hash(x)=4440634)
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| 390 |
+
372 train 7.429233 (lr=9.6817e-05) (hash(x)=4788998)
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+
373 train 7.404116 (lr=9.6743e-05) (hash(x)=7378165)
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+
374 train 7.441351 (lr=9.6669e-05) (hash(x)=4771243)
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| 393 |
+
375 train 7.434455 (lr=9.6593e-05) (hash(x)=5716089)
|
| 394 |
+
376 train 7.466268 (lr=9.6518e-05) (hash(x)=7991009)
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| 395 |
+
377 train 7.490191 (lr=9.6441e-05) (hash(x)=5348607)
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| 396 |
+
378 train 7.564111 (lr=9.6363e-05) (hash(x)=6036146)
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| 397 |
+
379 train 7.442731 (lr=9.6285e-05) (hash(x)=6658718)
|
| 398 |
+
380 train 7.391121 (lr=9.6206e-05) (hash(x)=6176253)
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| 399 |
+
381 train 7.409175 (lr=9.6126e-05) (hash(x)=4542895)
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| 400 |
+
382 train 7.303351 (lr=9.6045e-05) (hash(x)=5549073)
|
| 401 |
+
383 train 7.605895 (lr=9.5963e-05) (hash(x)=5342783)
|
| 402 |
+
384 train 7.643357 (lr=9.5881e-05) (hash(x)=6549546)
|
| 403 |
+
385 train 7.398177 (lr=9.5798e-05) (hash(x)=6170599)
|
| 404 |
+
386 train 7.717548 (lr=9.5714e-05) (hash(x)=8483134)
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| 405 |
+
387 train 7.811637 (lr=9.5629e-05) (hash(x)=4865036)
|
| 406 |
+
388 train 7.421105 (lr=9.5544e-05) (hash(x)=4433890)
|
| 407 |
+
389 train 7.967146 (lr=9.5457e-05) (hash(x)=6738597)
|
| 408 |
+
390 train 7.553675 (lr=9.5370e-05) (hash(x)=5459620)
|
| 409 |
+
391 train 7.559793 (lr=9.5282e-05) (hash(x)=4604074)
|
| 410 |
+
392 train 7.564392 (lr=9.5194e-05) (hash(x)=8045501)
|
| 411 |
+
393 train 7.669625 (lr=9.5104e-05) (hash(x)=6176464)
|
| 412 |
+
394 train 7.490872 (lr=9.5014e-05) (hash(x)=6127317)
|
| 413 |
+
395 train 7.520163 (lr=9.4923e-05) (hash(x)=5571462)
|
| 414 |
+
396 train 7.523367 (lr=9.4831e-05) (hash(x)=6640755)
|
| 415 |
+
397 train 7.583597 (lr=9.4739e-05) (hash(x)=6147295)
|
| 416 |
+
398 train 7.507103 (lr=9.4646e-05) (hash(x)=6120461)
|
| 417 |
+
399 train 7.472795 (lr=9.4551e-05) (hash(x)=5123928)
|
| 418 |
+
400 val loss 7.5337
|
| 419 |
+
400 val perplexity 1870.0198
|
| 420 |
+
400 train 7.501031 (lr=9.4457e-05) (hash(x)=5428813)
|
| 421 |
+
401 train 7.472812 (lr=9.4361e-05) (hash(x)=6448586)
|
| 422 |
+
402 train 7.613503 (lr=9.4265e-05) (hash(x)=8116987)
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| 423 |
+
403 train 7.647737 (lr=9.4168e-05) (hash(x)=5974342)
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| 424 |
+
404 train 7.666876 (lr=9.4070e-05) (hash(x)=5261336)
|
| 425 |
+
405 train 7.464823 (lr=9.3971e-05) (hash(x)=5307056)
|
| 426 |
+
406 train 7.381677 (lr=9.3872e-05) (hash(x)=5865119)
|
| 427 |
+
407 train 7.422967 (lr=9.3772e-05) (hash(x)=6672380)
|
| 428 |
+
408 train 7.478955 (lr=9.3671e-05) (hash(x)=6886810)
|
| 429 |
+
409 train 7.608885 (lr=9.3569e-05) (hash(x)=6564071)
|
| 430 |
+
410 train 7.359358 (lr=9.3467e-05) (hash(x)=7705089)
|
| 431 |
+
411 train 7.379630 (lr=9.3364e-05) (hash(x)=5773073)
|
| 432 |
+
412 train 7.384902 (lr=9.3260e-05) (hash(x)=5905976)
|
| 433 |
+
413 train 8.177303 (lr=9.3155e-05) (hash(x)=6936653)
|
| 434 |
+
414 train 7.458583 (lr=9.3050e-05) (hash(x)=6592773)
|
| 435 |
+
415 train 7.403864 (lr=9.2944e-05) (hash(x)=6796551)
|
| 436 |
+
416 train 7.456775 (lr=9.2837e-05) (hash(x)=6151589)
|
| 437 |
+
417 train 7.715071 (lr=9.2729e-05) (hash(x)=7045164)
|
| 438 |
+
418 train 7.491668 (lr=9.2621e-05) (hash(x)=6650506)
|
| 439 |
+
419 train 7.418640 (lr=9.2512e-05) (hash(x)=7839748)
|
| 440 |
+
420 train 7.657086 (lr=9.2402e-05) (hash(x)=6028671)
|
| 441 |
+
421 train 7.500286 (lr=9.2292e-05) (hash(x)=6118408)
|
| 442 |
+
422 train 7.449217 (lr=9.2181e-05) (hash(x)=5757526)
|
| 443 |
+
423 train 7.602367 (lr=9.2069e-05) (hash(x)=6030172)
|
| 444 |
+
424 train 7.627944 (lr=9.1956e-05) (hash(x)=6719882)
|
| 445 |
+
425 train 7.491516 (lr=9.1843e-05) (hash(x)=5028050)
|
| 446 |
+
426 train 7.479056 (lr=9.1729e-05) (hash(x)=5682910)
|
| 447 |
+
427 train 7.576201 (lr=9.1614e-05) (hash(x)=5747891)
|
| 448 |
+
428 train 7.359124 (lr=9.1499e-05) (hash(x)=5734208)
|
| 449 |
+
429 train 7.441398 (lr=9.1382e-05) (hash(x)=7024381)
|
| 450 |
+
430 train 7.714160 (lr=9.1266e-05) (hash(x)=7814361)
|
| 451 |
+
431 train 7.548769 (lr=9.1148e-05) (hash(x)=5765893)
|
| 452 |
+
432 train 7.375860 (lr=9.1030e-05) (hash(x)=5572048)
|
| 453 |
+
433 train 7.543426 (lr=9.0911e-05) (hash(x)=5610058)
|
| 454 |
+
434 train 7.403123 (lr=9.0791e-05) (hash(x)=4459483)
|
| 455 |
+
435 train 7.356299 (lr=9.0671e-05) (hash(x)=6758411)
|
| 456 |
+
436 train 7.455046 (lr=9.0550e-05) (hash(x)=6701381)
|
| 457 |
+
437 train 7.634153 (lr=9.0428e-05) (hash(x)=5416400)
|
| 458 |
+
438 train 7.346602 (lr=9.0306e-05) (hash(x)=5919569)
|
| 459 |
+
439 train 7.502546 (lr=9.0182e-05) (hash(x)=5282870)
|
| 460 |
+
440 train 7.351941 (lr=9.0059e-05) (hash(x)=8072181)
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| 461 |
+
441 train 7.298467 (lr=8.9934e-05) (hash(x)=7996770)
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| 462 |
+
442 train 7.373286 (lr=8.9809e-05) (hash(x)=5093519)
|
| 463 |
+
443 train 7.397471 (lr=8.9683e-05) (hash(x)=6270917)
|
| 464 |
+
444 train 7.290353 (lr=8.9557e-05) (hash(x)=5852780)
|
| 465 |
+
445 train 7.188518 (lr=8.9430e-05) (hash(x)=5327728)
|
| 466 |
+
446 train 7.416437 (lr=8.9302e-05) (hash(x)=6260765)
|
| 467 |
+
447 train 7.498930 (lr=8.9173e-05) (hash(x)=6212894)
|
| 468 |
+
448 train 7.394323 (lr=8.9044e-05) (hash(x)=6724010)
|
| 469 |
+
449 train 7.487379 (lr=8.8914e-05) (hash(x)=6059934)
|
| 470 |
+
450 val loss 7.5099
|
| 471 |
+
450 val perplexity 1826.0381
|
| 472 |
+
450 train 7.241916 (lr=8.8784e-05) (hash(x)=5587382)
|
| 473 |
+
451 train 7.376804 (lr=8.8653e-05) (hash(x)=7274108)
|
| 474 |
+
452 train 7.453814 (lr=8.8521e-05) (hash(x)=6085396)
|
| 475 |
+
453 train 7.341969 (lr=8.8388e-05) (hash(x)=4784666)
|
| 476 |
+
454 train 7.442936 (lr=8.8255e-05) (hash(x)=6288638)
|
| 477 |
+
455 train 7.467599 (lr=8.8122e-05) (hash(x)=7714288)
|
| 478 |
+
456 train 7.522188 (lr=8.7987e-05) (hash(x)=5534748)
|
| 479 |
+
457 train 7.433039 (lr=8.7852e-05) (hash(x)=6361270)
|
| 480 |
+
458 train 7.431294 (lr=8.7717e-05) (hash(x)=4682956)
|
| 481 |
+
459 train 7.400281 (lr=8.7580e-05) (hash(x)=7568935)
|
| 482 |
+
460 train 7.473555 (lr=8.7444e-05) (hash(x)=7973311)
|
| 483 |
+
461 train 7.330730 (lr=8.7306e-05) (hash(x)=6987352)
|
| 484 |
+
462 train 7.351486 (lr=8.7168e-05) (hash(x)=5413904)
|
| 485 |
+
463 train 7.539089 (lr=8.7029e-05) (hash(x)=6732924)
|
| 486 |
+
464 train 7.470128 (lr=8.6890e-05) (hash(x)=6219754)
|
| 487 |
+
465 train 7.404897 (lr=8.6750e-05) (hash(x)=6839070)
|
| 488 |
+
466 train 7.336129 (lr=8.6609e-05) (hash(x)=6090120)
|
| 489 |
+
467 train 7.786535 (lr=8.6468e-05) (hash(x)=7115176)
|
| 490 |
+
468 train 7.489489 (lr=8.6326e-05) (hash(x)=4989299)
|
| 491 |
+
469 train 7.379863 (lr=8.6184e-05) (hash(x)=7497590)
|
| 492 |
+
470 train 7.491033 (lr=8.6041e-05) (hash(x)=3977557)
|
| 493 |
+
471 train 7.432912 (lr=8.5897e-05) (hash(x)=5524165)
|
| 494 |
+
472 train 7.450377 (lr=8.5753e-05) (hash(x)=5124936)
|
| 495 |
+
473 train 7.440199 (lr=8.5608e-05) (hash(x)=5522119)
|
| 496 |
+
474 train 7.346241 (lr=8.5462e-05) (hash(x)=5030865)
|
| 497 |
+
475 train 7.414797 (lr=8.5316e-05) (hash(x)=6411783)
|
| 498 |
+
476 train 7.352341 (lr=8.5170e-05) (hash(x)=6581937)
|
| 499 |
+
477 train 7.400636 (lr=8.5022e-05) (hash(x)=5116910)
|
| 500 |
+
478 train 7.200799 (lr=8.4875e-05) (hash(x)=7353459)
|
| 501 |
+
479 train 7.243629 (lr=8.4726e-05) (hash(x)=6344535)
|
| 502 |
+
480 train 7.615621 (lr=8.4577e-05) (hash(x)=5840169)
|
| 503 |
+
481 train 7.374841 (lr=8.4428e-05) (hash(x)=6754290)
|
| 504 |
+
482 train 7.609682 (lr=8.4278e-05) (hash(x)=6484573)
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| 505 |
+
483 train 7.241075 (lr=8.4127e-05) (hash(x)=5260125)
|
| 506 |
+
484 train 7.289880 (lr=8.3976e-05) (hash(x)=4881179)
|
| 507 |
+
485 train 7.382818 (lr=8.3824e-05) (hash(x)=5001634)
|
| 508 |
+
486 train 7.317724 (lr=8.3672e-05) (hash(x)=7424810)
|
| 509 |
+
487 train 7.188832 (lr=8.3519e-05) (hash(x)=5176431)
|
| 510 |
+
488 train 7.296174 (lr=8.3366e-05) (hash(x)=5421624)
|
| 511 |
+
489 train 7.348325 (lr=8.3212e-05) (hash(x)=5674439)
|
| 512 |
+
490 train 7.263091 (lr=8.3057e-05) (hash(x)=5819157)
|
| 513 |
+
491 train 7.437231 (lr=8.2902e-05) (hash(x)=6506856)
|
| 514 |
+
492 train 7.261283 (lr=8.2746e-05) (hash(x)=6119124)
|
| 515 |
+
493 train 7.514084 (lr=8.2590e-05) (hash(x)=6241669)
|
| 516 |
+
494 train 7.106044 (lr=8.2434e-05) (hash(x)=4992756)
|
| 517 |
+
495 train 7.583076 (lr=8.2276e-05) (hash(x)=7277927)
|
| 518 |
+
496 train 7.512190 (lr=8.2119e-05) (hash(x)=6622097)
|
| 519 |
+
497 train 7.614405 (lr=8.1960e-05) (hash(x)=7026582)
|
| 520 |
+
498 train 7.494966 (lr=8.1801e-05) (hash(x)=5840987)
|
| 521 |
+
499 train 7.196585 (lr=8.1642e-05) (hash(x)=4351074)
|
| 522 |
+
500 val loss 7.4676
|
| 523 |
+
500 val perplexity 1750.3236
|
| 524 |
+
500 train 7.340311 (lr=8.1482e-05) (hash(x)=7301477)
|
| 525 |
+
501 train 7.564056 (lr=8.1322e-05) (hash(x)=6264167)
|
| 526 |
+
502 train 7.281240 (lr=8.1161e-05) (hash(x)=4673363)
|
| 527 |
+
503 train 7.579064 (lr=8.1000e-05) (hash(x)=6332240)
|
| 528 |
+
504 train 7.447380 (lr=8.0838e-05) (hash(x)=5093790)
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| 529 |
+
505 train 7.582738 (lr=8.0676e-05) (hash(x)=6890713)
|
| 530 |
+
506 train 7.318880 (lr=8.0513e-05) (hash(x)=6042691)
|
| 531 |
+
507 train 7.503478 (lr=8.0349e-05) (hash(x)=7080746)
|
| 532 |
+
508 train 7.494229 (lr=8.0186e-05) (hash(x)=7609207)
|
| 533 |
+
509 train 7.290571 (lr=8.0021e-05) (hash(x)=4591273)
|
| 534 |
+
510 train 7.464218 (lr=7.9856e-05) (hash(x)=8183111)
|
| 535 |
+
511 train 7.741896 (lr=7.9691e-05) (hash(x)=5893095)
|
| 536 |
+
512 train 7.493413 (lr=7.9525e-05) (hash(x)=5709077)
|
| 537 |
+
513 train 7.444020 (lr=7.9359e-05) (hash(x)=6218715)
|
| 538 |
+
514 train 7.326029 (lr=7.9192e-05) (hash(x)=4722188)
|
| 539 |
+
515 train 7.222136 (lr=7.9025e-05) (hash(x)=6313422)
|
| 540 |
+
516 train 7.364163 (lr=7.8858e-05) (hash(x)=6350660)
|
| 541 |
+
517 train 7.441318 (lr=7.8689e-05) (hash(x)=5371913)
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| 542 |
+
518 train 7.549626 (lr=7.8521e-05) (hash(x)=6283595)
|
| 543 |
+
519 train 7.541395 (lr=7.8352e-05) (hash(x)=6179167)
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| 544 |
+
520 train 7.386250 (lr=7.8182e-05) (hash(x)=7865194)
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| 545 |
+
521 train 7.588134 (lr=7.8012e-05) (hash(x)=4883760)
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| 546 |
+
522 train 7.382503 (lr=7.7842e-05) (hash(x)=5769286)
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| 547 |
+
523 train 7.362512 (lr=7.7671e-05) (hash(x)=6309912)
|
| 548 |
+
524 train 7.353332 (lr=7.7500e-05) (hash(x)=7490849)
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| 549 |
+
525 train 7.323593 (lr=7.7328e-05) (hash(x)=5631134)
|
| 550 |
+
526 train 7.326139 (lr=7.7156e-05) (hash(x)=4754560)
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| 551 |
+
527 train 7.260207 (lr=7.6984e-05) (hash(x)=5448702)
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| 552 |
+
528 train 7.475715 (lr=7.6811e-05) (hash(x)=7168842)
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| 553 |
+
529 train 7.447642 (lr=7.6637e-05) (hash(x)=7469195)
|
| 554 |
+
530 train 7.273111 (lr=7.6463e-05) (hash(x)=5479500)
|
| 555 |
+
531 train 7.469433 (lr=7.6289e-05) (hash(x)=5634177)
|
| 556 |
+
532 train 7.382682 (lr=7.6115e-05) (hash(x)=9779982)
|
| 557 |
+
533 train 7.252612 (lr=7.5940e-05) (hash(x)=3641890)
|
| 558 |
+
534 train 7.371501 (lr=7.5764e-05) (hash(x)=7994103)
|
| 559 |
+
535 train 7.344176 (lr=7.5588e-05) (hash(x)=5358547)
|
| 560 |
+
536 train 7.378058 (lr=7.5412e-05) (hash(x)=6797424)
|
| 561 |
+
537 train 7.437099 (lr=7.5235e-05) (hash(x)=4876580)
|
| 562 |
+
538 train 7.215506 (lr=7.5058e-05) (hash(x)=4867629)
|
| 563 |
+
539 train 7.347958 (lr=7.4881e-05) (hash(x)=6601967)
|
| 564 |
+
540 train 7.295176 (lr=7.4703e-05) (hash(x)=5480657)
|
| 565 |
+
541 train 7.342244 (lr=7.4525e-05) (hash(x)=7127346)
|
| 566 |
+
542 train 7.495181 (lr=7.4346e-05) (hash(x)=7224794)
|
| 567 |
+
543 train 7.329207 (lr=7.4167e-05) (hash(x)=5967252)
|
| 568 |
+
544 train 7.416029 (lr=7.3988e-05) (hash(x)=7415262)
|
| 569 |
+
545 train 7.308474 (lr=7.3808e-05) (hash(x)=6522544)
|
| 570 |
+
546 train 7.338857 (lr=7.3628e-05) (hash(x)=5181640)
|
| 571 |
+
547 train 7.249084 (lr=7.3448e-05) (hash(x)=5916880)
|
| 572 |
+
548 train 7.248053 (lr=7.3267e-05) (hash(x)=5620397)
|
| 573 |
+
549 train 7.321142 (lr=7.3086e-05) (hash(x)=5994970)
|
| 574 |
+
550 val loss 7.4364
|
| 575 |
+
550 val perplexity 1696.6321
|
| 576 |
+
550 train 7.383569 (lr=7.2904e-05) (hash(x)=6532717)
|
| 577 |
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552 train 7.193246 (lr=7.2540e-05) (hash(x)=5495326)
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553 train 7.560027 (lr=7.2358e-05) (hash(x)=5927868)
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554 train 7.313498 (lr=7.2175e-05) (hash(x)=5485433)
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555 train 7.293728 (lr=7.1992e-05) (hash(x)=6462425)
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556 train 7.306563 (lr=7.1808e-05) (hash(x)=6299518)
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557 train 7.400600 (lr=7.1624e-05) (hash(x)=5950376)
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558 train 7.511989 (lr=7.1440e-05) (hash(x)=6296440)
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560 train 7.423055 (lr=7.1071e-05) (hash(x)=6228679)
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561 train 7.300619 (lr=7.0886e-05) (hash(x)=6120319)
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564 train 7.318218 (lr=7.0329e-05) (hash(x)=6490976)
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565 train 7.458638 (lr=7.0143e-05) (hash(x)=6419450)
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567 train 7.347164 (lr=6.9769e-05) (hash(x)=4837686)
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568 train 7.403899 (lr=6.9582e-05) (hash(x)=5561493)
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570 train 7.419981 (lr=6.9207e-05) (hash(x)=6851511)
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571 train 7.488548 (lr=6.9019e-05) (hash(x)=6169616)
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573 train 7.230301 (lr=6.8642e-05) (hash(x)=5471028)
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574 train 7.304619 (lr=6.8453e-05) (hash(x)=5051894)
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575 train 7.302619 (lr=6.8264e-05) (hash(x)=4930450)
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576 train 7.421576 (lr=6.8075e-05) (hash(x)=6537527)
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577 train 7.389394 (lr=6.7885e-05) (hash(x)=6330572)
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578 train 7.521694 (lr=6.7695e-05) (hash(x)=5315155)
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579 train 7.331930 (lr=6.7505e-05) (hash(x)=5416079)
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580 train 7.287281 (lr=6.7315e-05) (hash(x)=6255865)
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581 train 7.575086 (lr=6.7124e-05) (hash(x)=6723036)
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582 train 7.276083 (lr=6.6933e-05) (hash(x)=7107190)
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585 train 7.296333 (lr=6.6360e-05) (hash(x)=5373053)
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586 train 7.304144 (lr=6.6168e-05) (hash(x)=5371748)
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588 train 7.206968 (lr=6.5784e-05) (hash(x)=6388848)
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589 train 7.228001 (lr=6.5592e-05) (hash(x)=4865068)
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590 train 7.190323 (lr=6.5399e-05) (hash(x)=5844961)
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591 train 7.277395 (lr=6.5206e-05) (hash(x)=5989273)
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592 train 7.191666 (lr=6.5013e-05) (hash(x)=5136202)
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593 train 7.347380 (lr=6.4820e-05) (hash(x)=5811889)
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594 train 7.271703 (lr=6.4627e-05) (hash(x)=6554415)
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595 train 7.312141 (lr=6.4433e-05) (hash(x)=5969272)
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596 train 7.304579 (lr=6.4240e-05) (hash(x)=7121518)
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597 train 7.847871 (lr=6.4046e-05) (hash(x)=6363768)
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598 train 7.366454 (lr=6.3852e-05) (hash(x)=7030284)
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599 train 7.495286 (lr=6.3658e-05) (hash(x)=7243339)
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| 626 |
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600 val loss 7.4092
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| 627 |
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600 val perplexity 1651.1241
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| 628 |
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600 train 7.583957 (lr=6.3463e-05) (hash(x)=7199493)
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601 train 7.625485 (lr=6.3269e-05) (hash(x)=5819281)
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602 train 7.328205 (lr=6.3074e-05) (hash(x)=7285909)
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603 train 7.360774 (lr=6.2879e-05) (hash(x)=6730878)
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604 train 7.411400 (lr=6.2684e-05) (hash(x)=5200141)
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605 train 7.496822 (lr=6.2489e-05) (hash(x)=5208573)
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606 train 7.603688 (lr=6.2294e-05) (hash(x)=5976779)
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607 train 7.407602 (lr=6.2098e-05) (hash(x)=5921767)
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608 train 7.471373 (lr=6.1903e-05) (hash(x)=6596032)
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609 train 7.492226 (lr=6.1707e-05) (hash(x)=5428058)
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610 train 7.425014 (lr=6.1511e-05) (hash(x)=5748050)
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611 train 7.428777 (lr=6.1315e-05) (hash(x)=6397421)
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612 train 7.511092 (lr=6.1119e-05) (hash(x)=5638644)
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613 train 7.381983 (lr=6.0923e-05) (hash(x)=7317623)
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614 train 7.466084 (lr=6.0726e-05) (hash(x)=5254932)
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615 train 7.525526 (lr=6.0530e-05) (hash(x)=4945141)
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616 train 7.482324 (lr=6.0333e-05) (hash(x)=7093994)
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617 train 7.399872 (lr=6.0137e-05) (hash(x)=7511894)
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618 train 7.380695 (lr=5.9940e-05) (hash(x)=6706832)
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619 train 7.364240 (lr=5.9743e-05) (hash(x)=6175371)
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620 train 7.402891 (lr=5.9546e-05) (hash(x)=7089897)
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621 train 7.404323 (lr=5.9349e-05) (hash(x)=6828202)
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622 train 7.740974 (lr=5.9152e-05) (hash(x)=7095301)
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623 train 7.410327 (lr=5.8955e-05) (hash(x)=5652191)
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624 train 7.457762 (lr=5.8758e-05) (hash(x)=7336431)
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625 train 7.468296 (lr=5.8560e-05) (hash(x)=6426339)
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626 train 7.559300 (lr=5.8363e-05) (hash(x)=5874982)
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627 train 7.498997 (lr=5.8165e-05) (hash(x)=6978359)
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628 train 7.250139 (lr=5.7968e-05) (hash(x)=4438173)
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629 train 7.328531 (lr=5.7770e-05) (hash(x)=6475356)
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630 train 7.558687 (lr=5.7573e-05) (hash(x)=5030069)
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631 train 7.303802 (lr=5.7375e-05) (hash(x)=6507939)
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632 train 7.314055 (lr=5.7177e-05) (hash(x)=6373406)
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633 train 7.477476 (lr=5.6979e-05) (hash(x)=6623130)
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634 train 7.372625 (lr=5.6782e-05) (hash(x)=6276741)
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635 train 7.284429 (lr=5.6584e-05) (hash(x)=7169874)
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636 train 7.358021 (lr=5.6386e-05) (hash(x)=4947348)
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637 train 7.457016 (lr=5.6188e-05) (hash(x)=7407715)
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638 train 7.603267 (lr=5.5990e-05) (hash(x)=5453341)
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639 train 7.322425 (lr=5.5792e-05) (hash(x)=6520161)
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| 668 |
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640 train 7.424628 (lr=5.5594e-05) (hash(x)=6011882)
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| 669 |
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641 train 7.381405 (lr=5.5396e-05) (hash(x)=5573372)
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| 670 |
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642 train 7.556123 (lr=5.5198e-05) (hash(x)=5344827)
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| 671 |
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643 train 7.636243 (lr=5.5000e-05) (hash(x)=6127887)
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644 train 7.339408 (lr=5.4802e-05) (hash(x)=6052304)
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645 train 7.358655 (lr=5.4604e-05) (hash(x)=7039733)
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646 train 7.443398 (lr=5.4406e-05) (hash(x)=7746451)
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647 train 7.647322 (lr=5.4208e-05) (hash(x)=7694373)
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648 train 7.501451 (lr=5.4010e-05) (hash(x)=6911004)
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| 677 |
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649 train 7.432812 (lr=5.3812e-05) (hash(x)=8055224)
|
| 678 |
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650 val loss 7.3872
|
| 679 |
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650 val perplexity 1615.1925
|
| 680 |
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650 train 7.463547 (lr=5.3614e-05) (hash(x)=7060476)
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651 train 7.454604 (lr=5.3416e-05) (hash(x)=6002317)
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652 train 7.484139 (lr=5.3218e-05) (hash(x)=6524390)
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653 train 7.450332 (lr=5.3021e-05) (hash(x)=8331083)
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654 train 7.483687 (lr=5.2823e-05) (hash(x)=7084852)
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655 train 7.421829 (lr=5.2625e-05) (hash(x)=6190174)
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656 train 7.377133 (lr=5.2427e-05) (hash(x)=5601780)
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657 train 7.528090 (lr=5.2230e-05) (hash(x)=4764034)
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658 train 7.400972 (lr=5.2032e-05) (hash(x)=6361606)
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659 train 7.387288 (lr=5.1835e-05) (hash(x)=5697877)
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660 train 7.438275 (lr=5.1637e-05) (hash(x)=6249793)
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661 train 7.486716 (lr=5.1440e-05) (hash(x)=7424709)
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662 train 7.504687 (lr=5.1242e-05) (hash(x)=8203076)
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663 train 7.229175 (lr=5.1045e-05) (hash(x)=5290019)
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664 train 7.313414 (lr=5.0848e-05) (hash(x)=6278399)
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665 train 7.382229 (lr=5.0651e-05) (hash(x)=5709192)
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666 train 7.477844 (lr=5.0454e-05) (hash(x)=5660292)
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| 697 |
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667 train 7.444237 (lr=5.0257e-05) (hash(x)=5563697)
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668 train 7.441769 (lr=5.0060e-05) (hash(x)=6325245)
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669 train 7.418172 (lr=4.9863e-05) (hash(x)=6259741)
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| 700 |
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670 train 7.530769 (lr=4.9667e-05) (hash(x)=6238355)
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671 train 7.509060 (lr=4.9470e-05) (hash(x)=7778802)
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672 train 7.429945 (lr=4.9274e-05) (hash(x)=6283496)
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673 train 7.510829 (lr=4.9077e-05) (hash(x)=5325614)
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674 train 7.354575 (lr=4.8881e-05) (hash(x)=5376057)
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675 train 7.332964 (lr=4.8685e-05) (hash(x)=5203215)
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676 train 7.439693 (lr=4.8489e-05) (hash(x)=4893030)
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677 train 7.382489 (lr=4.8293e-05) (hash(x)=7595573)
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678 train 7.445487 (lr=4.8097e-05) (hash(x)=7188575)
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679 train 7.493494 (lr=4.7902e-05) (hash(x)=6858739)
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680 train 7.348853 (lr=4.7706e-05) (hash(x)=7157032)
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681 train 7.475469 (lr=4.7511e-05) (hash(x)=5871492)
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682 train 7.334995 (lr=4.7316e-05) (hash(x)=5636927)
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683 train 7.314777 (lr=4.7121e-05) (hash(x)=6135391)
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684 train 7.405115 (lr=4.6926e-05) (hash(x)=3351432)
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685 train 7.387613 (lr=4.6731e-05) (hash(x)=6781160)
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686 train 7.432035 (lr=4.6537e-05) (hash(x)=5824767)
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687 train 7.409390 (lr=4.6342e-05) (hash(x)=4512723)
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688 train 7.355200 (lr=4.6148e-05) (hash(x)=4600884)
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689 train 7.261007 (lr=4.5954e-05) (hash(x)=5079210)
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690 train 7.317743 (lr=4.5760e-05) (hash(x)=4671963)
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691 train 7.192114 (lr=4.5567e-05) (hash(x)=4169508)
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692 train 7.483804 (lr=4.5373e-05) (hash(x)=5341676)
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693 train 7.260602 (lr=4.5180e-05) (hash(x)=7593391)
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| 724 |
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694 train 7.373847 (lr=4.4987e-05) (hash(x)=6723106)
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| 725 |
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695 train 7.481277 (lr=4.4794e-05) (hash(x)=5136994)
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696 train 7.434025 (lr=4.4601e-05) (hash(x)=6571636)
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697 train 7.446311 (lr=4.4408e-05) (hash(x)=6975234)
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698 train 7.259545 (lr=4.4216e-05) (hash(x)=4868479)
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| 729 |
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699 train 7.585925 (lr=4.4024e-05) (hash(x)=7086593)
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| 730 |
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700 val loss 7.3623
|
| 731 |
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700 val perplexity 1575.4070
|
| 732 |
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700 train 7.430545 (lr=4.3832e-05) (hash(x)=6870808)
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| 733 |
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701 train 7.728683 (lr=4.3640e-05) (hash(x)=7186398)
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| 734 |
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702 train 7.504910 (lr=4.3449e-05) (hash(x)=4907570)
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703 train 7.331970 (lr=4.3258e-05) (hash(x)=5812649)
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704 train 7.390525 (lr=4.3067e-05) (hash(x)=6577447)
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705 train 7.342052 (lr=4.2876e-05) (hash(x)=5923453)
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706 train 7.608717 (lr=4.2685e-05) (hash(x)=7282962)
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707 train 7.270675 (lr=4.2495e-05) (hash(x)=4767725)
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708 train 7.341816 (lr=4.2305e-05) (hash(x)=6894202)
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709 train 7.866931 (lr=4.2115e-05) (hash(x)=4904377)
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710 train 7.335125 (lr=4.1925e-05) (hash(x)=5810443)
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711 train 7.435909 (lr=4.1736e-05) (hash(x)=5193944)
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712 train 7.337388 (lr=4.1547e-05) (hash(x)=5188803)
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713 train 7.315445 (lr=4.1358e-05) (hash(x)=7235549)
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714 train 7.525253 (lr=4.1170e-05) (hash(x)=5692576)
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715 train 7.438269 (lr=4.0981e-05) (hash(x)=5103770)
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716 train 7.374381 (lr=4.0793e-05) (hash(x)=6084786)
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717 train 7.302500 (lr=4.0606e-05) (hash(x)=5949126)
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718 train 7.388938 (lr=4.0418e-05) (hash(x)=6321938)
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719 train 7.422428 (lr=4.0231e-05) (hash(x)=6227413)
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720 train 7.485180 (lr=4.0044e-05) (hash(x)=6795372)
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721 train 7.345835 (lr=3.9857e-05) (hash(x)=6506400)
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722 train 7.360313 (lr=3.9671e-05) (hash(x)=4595742)
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723 train 7.489711 (lr=3.9485e-05) (hash(x)=7342185)
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724 train 7.517817 (lr=3.9299e-05) (hash(x)=5762071)
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725 train 7.338600 (lr=3.9114e-05) (hash(x)=6337670)
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726 train 7.381857 (lr=3.8929e-05) (hash(x)=6831170)
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727 train 7.444521 (lr=3.8744e-05) (hash(x)=7080870)
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728 train 7.362189 (lr=3.8560e-05) (hash(x)=6449970)
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729 train 7.528371 (lr=3.8376e-05) (hash(x)=5588514)
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730 train 7.279354 (lr=3.8192e-05) (hash(x)=5379746)
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731 train 7.474344 (lr=3.8008e-05) (hash(x)=8049901)
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732 train 7.552766 (lr=3.7825e-05) (hash(x)=8398209)
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733 train 7.429967 (lr=3.7642e-05) (hash(x)=6152707)
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734 train 7.505499 (lr=3.7460e-05) (hash(x)=7682617)
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735 train 7.376218 (lr=3.7277e-05) (hash(x)=7053352)
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736 train 7.445709 (lr=3.7096e-05) (hash(x)=8491505)
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737 train 7.420139 (lr=3.6914e-05) (hash(x)=6102853)
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738 train 7.496243 (lr=3.6733e-05) (hash(x)=4166591)
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739 train 7.380925 (lr=3.6552e-05) (hash(x)=7501152)
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740 train 7.316469 (lr=3.6372e-05) (hash(x)=8231949)
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741 train 7.378488 (lr=3.6192e-05) (hash(x)=5741690)
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742 train 7.511323 (lr=3.6012e-05) (hash(x)=5420426)
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743 train 7.319014 (lr=3.5833e-05) (hash(x)=5808766)
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744 train 7.282396 (lr=3.5654e-05) (hash(x)=7533322)
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745 train 7.320943 (lr=3.5475e-05) (hash(x)=6350197)
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746 train 7.465116 (lr=3.5297e-05) (hash(x)=6207170)
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747 train 7.442750 (lr=3.5119e-05) (hash(x)=5811552)
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748 train 7.352421 (lr=3.4942e-05) (hash(x)=4540607)
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749 train 7.203982 (lr=3.4765e-05) (hash(x)=5599396)
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| 782 |
+
750 val loss 7.3458
|
| 783 |
+
750 val perplexity 1549.6556
|
| 784 |
+
750 train 7.210698 (lr=3.4588e-05) (hash(x)=6180984)
|
| 785 |
+
751 train 7.367527 (lr=3.4412e-05) (hash(x)=6519152)
|
| 786 |
+
752 train 7.377176 (lr=3.4236e-05) (hash(x)=9018585)
|
| 787 |
+
753 train 7.402687 (lr=3.4060e-05) (hash(x)=5988202)
|
| 788 |
+
754 train 7.459009 (lr=3.3885e-05) (hash(x)=7243449)
|
| 789 |
+
755 train 7.245204 (lr=3.3711e-05) (hash(x)=4377360)
|
| 790 |
+
756 train 7.328814 (lr=3.3537e-05) (hash(x)=5928295)
|
| 791 |
+
757 train 7.258076 (lr=3.3363e-05) (hash(x)=4996189)
|
| 792 |
+
758 train 7.302147 (lr=3.3189e-05) (hash(x)=6829435)
|
| 793 |
+
759 train 7.388505 (lr=3.3016e-05) (hash(x)=6929283)
|
| 794 |
+
760 train 7.495571 (lr=3.2844e-05) (hash(x)=7733662)
|
| 795 |
+
761 train 7.410961 (lr=3.2672e-05) (hash(x)=5975918)
|
| 796 |
+
762 train 7.295754 (lr=3.2500e-05) (hash(x)=5566111)
|
| 797 |
+
763 train 7.382801 (lr=3.2329e-05) (hash(x)=7407511)
|
| 798 |
+
764 train 7.301639 (lr=3.2158e-05) (hash(x)=5896879)
|
| 799 |
+
765 train 7.242899 (lr=3.1988e-05) (hash(x)=5569196)
|
| 800 |
+
766 train 7.482467 (lr=3.1818e-05) (hash(x)=6235218)
|
| 801 |
+
767 train 7.396662 (lr=3.1648e-05) (hash(x)=7467630)
|
| 802 |
+
768 train 7.385614 (lr=3.1479e-05) (hash(x)=5268563)
|
| 803 |
+
769 train 7.591837 (lr=3.1311e-05) (hash(x)=5915215)
|
| 804 |
+
770 train 7.395827 (lr=3.1142e-05) (hash(x)=5439067)
|
| 805 |
+
771 train 7.347938 (lr=3.0975e-05) (hash(x)=6167203)
|
| 806 |
+
772 train 7.407609 (lr=3.0808e-05) (hash(x)=4940526)
|
| 807 |
+
773 train 7.457906 (lr=3.0641e-05) (hash(x)=5897107)
|
| 808 |
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774 train 7.306570 (lr=3.0475e-05) (hash(x)=6780557)
|
| 809 |
+
775 train 7.439525 (lr=3.0309e-05) (hash(x)=7566733)
|
| 810 |
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776 train 7.558398 (lr=3.0144e-05) (hash(x)=7939982)
|
| 811 |
+
777 train 7.270278 (lr=2.9979e-05) (hash(x)=6447254)
|
| 812 |
+
778 train 7.272952 (lr=2.9814e-05) (hash(x)=5525831)
|
| 813 |
+
779 train 7.213912 (lr=2.9651e-05) (hash(x)=5059170)
|
| 814 |
+
780 train 7.310160 (lr=2.9487e-05) (hash(x)=7485229)
|
| 815 |
+
781 train 7.452171 (lr=2.9324e-05) (hash(x)=5955219)
|
| 816 |
+
782 train 7.290710 (lr=2.9162e-05) (hash(x)=6625876)
|
| 817 |
+
783 train 7.624340 (lr=2.9000e-05) (hash(x)=7141085)
|
| 818 |
+
784 train 7.535786 (lr=2.8839e-05) (hash(x)=5777157)
|
| 819 |
+
785 train 7.242429 (lr=2.8678e-05) (hash(x)=6236468)
|
| 820 |
+
786 train 7.092711 (lr=2.8518e-05) (hash(x)=5381032)
|
| 821 |
+
787 train 7.265240 (lr=2.8358e-05) (hash(x)=6733716)
|
| 822 |
+
788 train 7.542943 (lr=2.8199e-05) (hash(x)=7073122)
|
| 823 |
+
789 train 7.500874 (lr=2.8040e-05) (hash(x)=7622163)
|
| 824 |
+
790 train 7.573501 (lr=2.7881e-05) (hash(x)=6866834)
|
| 825 |
+
791 train 7.491663 (lr=2.7724e-05) (hash(x)=7008739)
|
| 826 |
+
792 train 7.409664 (lr=2.7566e-05) (hash(x)=7839835)
|
| 827 |
+
793 train 7.273984 (lr=2.7410e-05) (hash(x)=5313637)
|
| 828 |
+
794 train 7.476710 (lr=2.7254e-05) (hash(x)=6410359)
|
| 829 |
+
795 train 7.286410 (lr=2.7098e-05) (hash(x)=5721008)
|
| 830 |
+
796 train 7.315864 (lr=2.6943e-05) (hash(x)=6137936)
|
| 831 |
+
797 train 7.154595 (lr=2.6788e-05) (hash(x)=6881406)
|
| 832 |
+
798 train 7.387875 (lr=2.6634e-05) (hash(x)=6088931)
|
| 833 |
+
799 train 7.411271 (lr=2.6481e-05) (hash(x)=5689728)
|
| 834 |
+
800 val loss 7.3276
|
| 835 |
+
800 val perplexity 1521.7565
|
| 836 |
+
800 train 7.459803 (lr=2.6328e-05) (hash(x)=5800778)
|
| 837 |
+
801 train 7.349700 (lr=2.6176e-05) (hash(x)=4419021)
|
| 838 |
+
802 train 7.301584 (lr=2.6024e-05) (hash(x)=5544294)
|
| 839 |
+
803 train 7.359852 (lr=2.5873e-05) (hash(x)=5663946)
|
| 840 |
+
804 train 7.294063 (lr=2.5722e-05) (hash(x)=4573911)
|
| 841 |
+
805 train 7.211605 (lr=2.5572e-05) (hash(x)=5879465)
|
| 842 |
+
806 train 7.334810 (lr=2.5423e-05) (hash(x)=5641517)
|
| 843 |
+
807 train 7.510048 (lr=2.5274e-05) (hash(x)=6390336)
|
| 844 |
+
808 train 7.365402 (lr=2.5125e-05) (hash(x)=8412819)
|
| 845 |
+
809 train 7.505763 (lr=2.4978e-05) (hash(x)=7005536)
|
| 846 |
+
810 train 7.221760 (lr=2.4830e-05) (hash(x)=6630048)
|
| 847 |
+
811 train 7.355828 (lr=2.4684e-05) (hash(x)=7267424)
|
| 848 |
+
812 train 7.239872 (lr=2.4538e-05) (hash(x)=6497645)
|
| 849 |
+
813 train 7.210892 (lr=2.4392e-05) (hash(x)=5498697)
|
| 850 |
+
814 train 7.305768 (lr=2.4247e-05) (hash(x)=6323524)
|
| 851 |
+
815 train 7.237651 (lr=2.4103e-05) (hash(x)=6529460)
|
| 852 |
+
816 train 7.133391 (lr=2.3959e-05) (hash(x)=5498587)
|
| 853 |
+
817 train 7.280392 (lr=2.3816e-05) (hash(x)=6828893)
|
| 854 |
+
818 train 7.439272 (lr=2.3674e-05) (hash(x)=6591055)
|
| 855 |
+
819 train 7.301411 (lr=2.3532e-05) (hash(x)=6739572)
|
| 856 |
+
820 train 7.295975 (lr=2.3391e-05) (hash(x)=5614231)
|
| 857 |
+
821 train 7.331375 (lr=2.3250e-05) (hash(x)=5462474)
|
| 858 |
+
822 train 7.317928 (lr=2.3110e-05) (hash(x)=5906742)
|
| 859 |
+
823 train 7.425270 (lr=2.2971e-05) (hash(x)=8249268)
|
| 860 |
+
824 train 7.417471 (lr=2.2832e-05) (hash(x)=4886590)
|
| 861 |
+
825 train 7.155892 (lr=2.2694e-05) (hash(x)=6736150)
|
| 862 |
+
826 train 7.286769 (lr=2.2556e-05) (hash(x)=6601014)
|
| 863 |
+
827 train 7.350247 (lr=2.2420e-05) (hash(x)=8283020)
|
| 864 |
+
828 train 7.302823 (lr=2.2283e-05) (hash(x)=6526568)
|
| 865 |
+
829 train 7.378872 (lr=2.2148e-05) (hash(x)=6609259)
|
| 866 |
+
830 train 7.274437 (lr=2.2013e-05) (hash(x)=6079648)
|
| 867 |
+
831 train 7.241787 (lr=2.1878e-05) (hash(x)=6607178)
|
| 868 |
+
832 train 7.336267 (lr=2.1745e-05) (hash(x)=6815798)
|
| 869 |
+
833 train 7.609237 (lr=2.1612e-05) (hash(x)=7277017)
|
| 870 |
+
834 train 7.242269 (lr=2.1479e-05) (hash(x)=5326415)
|
| 871 |
+
835 train 7.344043 (lr=2.1347e-05) (hash(x)=4215944)
|
| 872 |
+
836 train 7.413520 (lr=2.1216e-05) (hash(x)=4689010)
|
| 873 |
+
837 train 7.343024 (lr=2.1086e-05) (hash(x)=5690469)
|
| 874 |
+
838 train 7.264034 (lr=2.0956e-05) (hash(x)=6699212)
|
| 875 |
+
839 train 7.197639 (lr=2.0827e-05) (hash(x)=5494876)
|
| 876 |
+
840 train 7.662753 (lr=2.0698e-05) (hash(x)=10756054)
|
| 877 |
+
841 train 7.272571 (lr=2.0570e-05) (hash(x)=6553219)
|
| 878 |
+
842 train 7.125119 (lr=2.0443e-05) (hash(x)=7323893)
|
| 879 |
+
843 train 7.629426 (lr=2.0317e-05) (hash(x)=5481970)
|
| 880 |
+
844 train 7.380283 (lr=2.0191e-05) (hash(x)=6102855)
|
| 881 |
+
845 train 7.357008 (lr=2.0066e-05) (hash(x)=6889406)
|
| 882 |
+
846 train 7.395590 (lr=1.9941e-05) (hash(x)=4468013)
|
| 883 |
+
847 train 7.191195 (lr=1.9818e-05) (hash(x)=6621321)
|
| 884 |
+
848 train 7.358621 (lr=1.9694e-05) (hash(x)=6185717)
|
| 885 |
+
849 train 7.233253 (lr=1.9572e-05) (hash(x)=5594828)
|
| 886 |
+
850 val loss 7.3202
|
| 887 |
+
850 val perplexity 1510.5052
|
| 888 |
+
850 train 7.365483 (lr=1.9450e-05) (hash(x)=6530853)
|
| 889 |
+
851 train 7.265092 (lr=1.9329e-05) (hash(x)=5688551)
|
| 890 |
+
852 train 7.418205 (lr=1.9209e-05) (hash(x)=6979027)
|
| 891 |
+
853 train 7.272730 (lr=1.9089e-05) (hash(x)=6065040)
|
| 892 |
+
854 train 7.218517 (lr=1.8970e-05) (hash(x)=6836310)
|
| 893 |
+
855 train 7.317423 (lr=1.8852e-05) (hash(x)=4871742)
|
| 894 |
+
856 train 7.217106 (lr=1.8734e-05) (hash(x)=7461300)
|
| 895 |
+
857 train 7.381676 (lr=1.8618e-05) (hash(x)=5073610)
|
| 896 |
+
858 train 7.302594 (lr=1.8501e-05) (hash(x)=6725326)
|
| 897 |
+
859 train 7.416997 (lr=1.8386e-05) (hash(x)=6114900)
|
| 898 |
+
860 train 7.383035 (lr=1.8271e-05) (hash(x)=5249155)
|
| 899 |
+
861 train 7.412766 (lr=1.8157e-05) (hash(x)=8179785)
|
| 900 |
+
862 train 7.294283 (lr=1.8044e-05) (hash(x)=5588627)
|
| 901 |
+
863 train 7.333791 (lr=1.7931e-05) (hash(x)=7084451)
|
| 902 |
+
864 train 7.532066 (lr=1.7819e-05) (hash(x)=7478960)
|
| 903 |
+
865 train 7.370672 (lr=1.7708e-05) (hash(x)=5609947)
|
| 904 |
+
866 train 7.355056 (lr=1.7598e-05) (hash(x)=5741827)
|
| 905 |
+
867 train 7.309427 (lr=1.7488e-05) (hash(x)=3359718)
|
| 906 |
+
868 train 7.191789 (lr=1.7379e-05) (hash(x)=5480813)
|
| 907 |
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869 train 7.296831 (lr=1.7271e-05) (hash(x)=4774534)
|
| 908 |
+
870 train 7.398872 (lr=1.7163e-05) (hash(x)=5895917)
|
| 909 |
+
871 train 7.248298 (lr=1.7056e-05) (hash(x)=4902539)
|
| 910 |
+
872 train 7.325887 (lr=1.6950e-05) (hash(x)=5734618)
|
| 911 |
+
873 train 7.266691 (lr=1.6845e-05) (hash(x)=7086920)
|
| 912 |
+
874 train 7.534166 (lr=1.6740e-05) (hash(x)=5338668)
|
| 913 |
+
875 train 7.686028 (lr=1.6636e-05) (hash(x)=5238889)
|
| 914 |
+
876 train 7.203884 (lr=1.6533e-05) (hash(x)=6244468)
|
| 915 |
+
877 train 7.255644 (lr=1.6431e-05) (hash(x)=6715860)
|
| 916 |
+
878 train 7.380940 (lr=1.6329e-05) (hash(x)=6216047)
|
| 917 |
+
879 train 7.389113 (lr=1.6228e-05) (hash(x)=6565285)
|
| 918 |
+
880 train 7.317013 (lr=1.6128e-05) (hash(x)=5257335)
|
| 919 |
+
881 train 7.318216 (lr=1.6029e-05) (hash(x)=6474071)
|
| 920 |
+
882 train 7.343215 (lr=1.5930e-05) (hash(x)=5705620)
|
| 921 |
+
883 train 7.220967 (lr=1.5832e-05) (hash(x)=7193697)
|
| 922 |
+
884 train 7.324241 (lr=1.5735e-05) (hash(x)=6264039)
|
| 923 |
+
885 train 7.374564 (lr=1.5639e-05) (hash(x)=6303643)
|
| 924 |
+
886 train 7.279689 (lr=1.5543e-05) (hash(x)=6120402)
|
| 925 |
+
887 train 7.279310 (lr=1.5449e-05) (hash(x)=4158764)
|
| 926 |
+
888 train 7.036485 (lr=1.5354e-05) (hash(x)=6173916)
|
| 927 |
+
889 train 7.299476 (lr=1.5261e-05) (hash(x)=6211683)
|
| 928 |
+
890 train 7.344223 (lr=1.5169e-05) (hash(x)=4950548)
|
| 929 |
+
891 train 7.158161 (lr=1.5077e-05) (hash(x)=4885446)
|
| 930 |
+
892 train 7.319761 (lr=1.4986e-05) (hash(x)=8117411)
|
| 931 |
+
893 train 7.341642 (lr=1.4896e-05) (hash(x)=7446434)
|
| 932 |
+
894 train 7.230519 (lr=1.4806e-05) (hash(x)=5371870)
|
| 933 |
+
895 train 7.182268 (lr=1.4718e-05) (hash(x)=5022800)
|
| 934 |
+
896 train 7.187124 (lr=1.4630e-05) (hash(x)=5666758)
|
| 935 |
+
897 train 7.216234 (lr=1.4543e-05) (hash(x)=5872751)
|
| 936 |
+
898 train 7.668936 (lr=1.4456e-05) (hash(x)=8428026)
|
| 937 |
+
899 train 7.455252 (lr=1.4371e-05) (hash(x)=5222699)
|
| 938 |
+
900 val loss 7.3157
|
| 939 |
+
900 val perplexity 1503.7671
|
| 940 |
+
900 train 7.301188 (lr=1.4286e-05) (hash(x)=6048200)
|
| 941 |
+
901 train 7.168407 (lr=1.4202e-05) (hash(x)=5125556)
|
| 942 |
+
902 train 7.172472 (lr=1.4119e-05) (hash(x)=6198583)
|
| 943 |
+
903 train 7.150073 (lr=1.4037e-05) (hash(x)=5112805)
|
| 944 |
+
904 train 7.235983 (lr=1.3955e-05) (hash(x)=6212803)
|
| 945 |
+
905 train 7.269233 (lr=1.3874e-05) (hash(x)=5642978)
|
| 946 |
+
906 train 7.288847 (lr=1.3794e-05) (hash(x)=7307168)
|
| 947 |
+
907 train 7.215481 (lr=1.3715e-05) (hash(x)=6115590)
|
| 948 |
+
908 train 7.080295 (lr=1.3637e-05) (hash(x)=7014937)
|
| 949 |
+
909 train 7.507735 (lr=1.3559e-05) (hash(x)=6374852)
|
| 950 |
+
910 train 7.216549 (lr=1.3482e-05) (hash(x)=5780051)
|
| 951 |
+
911 train 7.208725 (lr=1.3407e-05) (hash(x)=4762818)
|
| 952 |
+
912 train 7.090237 (lr=1.3331e-05) (hash(x)=6585420)
|
| 953 |
+
913 train 7.413379 (lr=1.3257e-05) (hash(x)=6291590)
|
| 954 |
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914 train 7.482652 (lr=1.3183e-05) (hash(x)=5941561)
|
| 955 |
+
915 train 7.252762 (lr=1.3111e-05) (hash(x)=6824617)
|
| 956 |
+
916 train 7.357590 (lr=1.3039e-05) (hash(x)=5763341)
|
| 957 |
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917 train 7.373316 (lr=1.2968e-05) (hash(x)=6030150)
|
| 958 |
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918 train 7.289693 (lr=1.2897e-05) (hash(x)=5325490)
|
| 959 |
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919 train 7.311139 (lr=1.2828e-05) (hash(x)=6373236)
|
| 960 |
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920 train 7.329778 (lr=1.2759e-05) (hash(x)=6189151)
|
| 961 |
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921 train 7.268406 (lr=1.2691e-05) (hash(x)=6645157)
|
| 962 |
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922 train 7.280089 (lr=1.2624e-05) (hash(x)=6478394)
|
| 963 |
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923 train 7.437422 (lr=1.2558e-05) (hash(x)=5615918)
|
| 964 |
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924 train 7.308346 (lr=1.2493e-05) (hash(x)=6376988)
|
| 965 |
+
925 train 7.349792 (lr=1.2428e-05) (hash(x)=5456350)
|
| 966 |
+
926 train 7.395862 (lr=1.2364e-05) (hash(x)=5491217)
|
| 967 |
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927 train 7.179298 (lr=1.2301e-05) (hash(x)=6871163)
|
| 968 |
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928 train 7.199232 (lr=1.2239e-05) (hash(x)=7003708)
|
| 969 |
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929 train 7.337853 (lr=1.2178e-05) (hash(x)=7271154)
|
| 970 |
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930 train 7.275816 (lr=1.2118e-05) (hash(x)=5378966)
|
| 971 |
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931 train 7.292715 (lr=1.2058e-05) (hash(x)=5912082)
|
| 972 |
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932 train 7.171347 (lr=1.1999e-05) (hash(x)=5199606)
|
| 973 |
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933 train 7.213825 (lr=1.1941e-05) (hash(x)=5195464)
|
| 974 |
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934 train 7.151923 (lr=1.1884e-05) (hash(x)=7534052)
|
| 975 |
+
935 train 7.161028 (lr=1.1828e-05) (hash(x)=6594135)
|
| 976 |
+
936 train 7.281318 (lr=1.1772e-05) (hash(x)=6782051)
|
| 977 |
+
937 train 7.401269 (lr=1.1718e-05) (hash(x)=6485577)
|
| 978 |
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938 train 7.316434 (lr=1.1664e-05) (hash(x)=6356813)
|
| 979 |
+
939 train 7.209404 (lr=1.1611e-05) (hash(x)=6903068)
|
| 980 |
+
940 train 7.261940 (lr=1.1559e-05) (hash(x)=6200862)
|
| 981 |
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941 train 7.300323 (lr=1.1508e-05) (hash(x)=5873929)
|
| 982 |
+
942 train 7.294487 (lr=1.1457e-05) (hash(x)=5624440)
|
| 983 |
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943 train 7.265259 (lr=1.1408e-05) (hash(x)=7166972)
|
| 984 |
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944 train 7.420985 (lr=1.1359e-05) (hash(x)=6973234)
|
| 985 |
+
945 train 7.202220 (lr=1.1311e-05) (hash(x)=6626956)
|
| 986 |
+
946 train 7.339950 (lr=1.1264e-05) (hash(x)=5265592)
|
| 987 |
+
947 train 7.035192 (lr=1.1218e-05) (hash(x)=5569439)
|
| 988 |
+
948 train 7.182633 (lr=1.1173e-05) (hash(x)=4981059)
|
| 989 |
+
949 train 7.208423 (lr=1.1128e-05) (hash(x)=7488974)
|
| 990 |
+
950 val loss 7.3021
|
| 991 |
+
950 val perplexity 1483.4410
|
| 992 |
+
950 train 7.280080 (lr=1.1085e-05) (hash(x)=5160526)
|
| 993 |
+
951 train 7.216691 (lr=1.1042e-05) (hash(x)=5340877)
|
| 994 |
+
952 train 7.074330 (lr=1.1000e-05) (hash(x)=6333269)
|
| 995 |
+
953 train 7.270759 (lr=1.0959e-05) (hash(x)=7205151)
|
| 996 |
+
954 train 7.352469 (lr=1.0919e-05) (hash(x)=7256545)
|
| 997 |
+
955 train 7.207728 (lr=1.0879e-05) (hash(x)=6374904)
|
| 998 |
+
956 train 7.264159 (lr=1.0841e-05) (hash(x)=7124927)
|
| 999 |
+
957 train 7.221771 (lr=1.0803e-05) (hash(x)=5263132)
|
| 1000 |
+
958 train 7.408572 (lr=1.0766e-05) (hash(x)=8427208)
|
| 1001 |
+
959 train 7.166051 (lr=1.0730e-05) (hash(x)=6884232)
|
| 1002 |
+
960 train 7.178084 (lr=1.0695e-05) (hash(x)=7416977)
|
| 1003 |
+
961 train 7.312136 (lr=1.0661e-05) (hash(x)=6733050)
|
| 1004 |
+
962 train 7.201138 (lr=1.0628e-05) (hash(x)=5251404)
|
| 1005 |
+
963 train 7.331251 (lr=1.0595e-05) (hash(x)=8162997)
|
| 1006 |
+
964 train 7.504494 (lr=1.0563e-05) (hash(x)=7234382)
|
| 1007 |
+
965 train 7.385792 (lr=1.0533e-05) (hash(x)=6255275)
|
| 1008 |
+
966 train 7.361961 (lr=1.0503e-05) (hash(x)=4874742)
|
| 1009 |
+
967 train 7.253449 (lr=1.0474e-05) (hash(x)=6303037)
|
| 1010 |
+
968 train 7.227972 (lr=1.0445e-05) (hash(x)=5002696)
|
| 1011 |
+
969 train 7.258224 (lr=1.0418e-05) (hash(x)=7636268)
|
| 1012 |
+
970 train 7.255203 (lr=1.0391e-05) (hash(x)=5843590)
|
| 1013 |
+
971 train 7.314649 (lr=1.0366e-05) (hash(x)=5122289)
|
| 1014 |
+
972 train 7.191046 (lr=1.0341e-05) (hash(x)=5785819)
|
| 1015 |
+
973 train 7.262475 (lr=1.0317e-05) (hash(x)=7350343)
|
| 1016 |
+
974 train 7.051187 (lr=1.0294e-05) (hash(x)=7612943)
|
| 1017 |
+
975 train 7.423087 (lr=1.0272e-05) (hash(x)=7955067)
|
| 1018 |
+
976 train 7.249758 (lr=1.0251e-05) (hash(x)=5520886)
|
| 1019 |
+
977 train 7.139700 (lr=1.0230e-05) (hash(x)=5299200)
|
| 1020 |
+
978 train 7.160234 (lr=1.0211e-05) (hash(x)=7820550)
|
| 1021 |
+
979 train 7.139097 (lr=1.0192e-05) (hash(x)=3895312)
|
| 1022 |
+
980 train 7.272741 (lr=1.0174e-05) (hash(x)=4726896)
|
| 1023 |
+
981 train 7.051008 (lr=1.0157e-05) (hash(x)=5061167)
|
| 1024 |
+
982 train 7.214511 (lr=1.0141e-05) (hash(x)=7006804)
|
| 1025 |
+
983 train 7.241957 (lr=1.0126e-05) (hash(x)=7392600)
|
| 1026 |
+
984 train 7.461648 (lr=1.0111e-05) (hash(x)=7717172)
|
| 1027 |
+
985 train 7.564340 (lr=1.0098e-05) (hash(x)=5800587)
|
| 1028 |
+
986 train 7.260957 (lr=1.0085e-05) (hash(x)=5813784)
|
| 1029 |
+
987 train 7.213284 (lr=1.0074e-05) (hash(x)=5513267)
|
| 1030 |
+
988 train 7.208223 (lr=1.0063e-05) (hash(x)=7679326)
|
| 1031 |
+
989 train 7.278224 (lr=1.0053e-05) (hash(x)=4820278)
|
| 1032 |
+
990 train 7.312238 (lr=1.0044e-05) (hash(x)=5950845)
|
| 1033 |
+
991 train 7.222884 (lr=1.0035e-05) (hash(x)=6988067)
|
| 1034 |
+
992 train 7.143286 (lr=1.0028e-05) (hash(x)=4536923)
|
| 1035 |
+
993 train 7.327156 (lr=1.0021e-05) (hash(x)=6874134)
|
| 1036 |
+
994 train 7.602639 (lr=1.0016e-05) (hash(x)=7252013)
|
| 1037 |
+
995 train 7.156361 (lr=1.0011e-05) (hash(x)=6180446)
|
| 1038 |
+
996 train 7.433685 (lr=1.0007e-05) (hash(x)=5936769)
|
| 1039 |
+
997 train 7.359143 (lr=1.0004e-05) (hash(x)=5627313)
|
| 1040 |
+
998 train 7.266846 (lr=1.0002e-05) (hash(x)=7541743)
|
| 1041 |
+
999 val loss 7.2946
|
| 1042 |
+
999 val perplexity 1472.3033
|
| 1043 |
+
999 train 7.659437 (lr=1.0000e-05) (hash(x)=9812956)
|
lr1e-4_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:d2c64aa6571109f1d158c7fdb91fa4e15d0e277536e0466f6f25fffacfb85e24
|
| 3 |
+
size 36163010
|
lr1e-4_total_batch_size40960_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:25a7752c6b4d8a3a1342311fa6c17a7bc0a5e474f08384d8e488156f11621144
|
| 3 |
+
size 70764358
|