Upload folder using huggingface_hub
Browse files- lr8e-4_total_batch_size40960_seq_len128/args.json +1 -0
- lr8e-4_total_batch_size40960_seq_len128/dataloader_00999.pt +3 -0
- lr8e-4_total_batch_size40960_seq_len128/log2.txt +1043 -0
- lr8e-4_total_batch_size40960_seq_len128/model_00999.pt +3 -0
- lr8e-4_total_batch_size40960_seq_len128/optimizer_00999.pt +3 -0
lr8e-4_total_batch_size40960_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr8e-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_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": 0.0008, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr8e-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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lr8e-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=2.7972e-06) (hash(x)=5534142)
|
| 5 |
+
1 train 11.695920 (lr=5.5944e-06) (hash(x)=6328012)
|
| 6 |
+
2 train 11.667794 (lr=8.3916e-06) (hash(x)=5556098)
|
| 7 |
+
3 train 11.643607 (lr=1.1189e-05) (hash(x)=6219138)
|
| 8 |
+
4 train 11.585120 (lr=1.3986e-05) (hash(x)=5491972)
|
| 9 |
+
5 train 11.533912 (lr=1.6783e-05) (hash(x)=5917741)
|
| 10 |
+
6 train 11.475008 (lr=1.9580e-05) (hash(x)=6112458)
|
| 11 |
+
7 train 11.392788 (lr=2.2378e-05) (hash(x)=6568379)
|
| 12 |
+
8 train 11.291488 (lr=2.5175e-05) (hash(x)=7386082)
|
| 13 |
+
9 train 11.214754 (lr=2.7972e-05) (hash(x)=6151674)
|
| 14 |
+
10 train 11.142526 (lr=3.0769e-05) (hash(x)=7859060)
|
| 15 |
+
11 train 11.032938 (lr=3.3566e-05) (hash(x)=6391506)
|
| 16 |
+
12 train 10.950451 (lr=3.6364e-05) (hash(x)=5985675)
|
| 17 |
+
13 train 10.864902 (lr=3.9161e-05) (hash(x)=6984772)
|
| 18 |
+
14 train 10.791240 (lr=4.1958e-05) (hash(x)=6603717)
|
| 19 |
+
15 train 10.668466 (lr=4.4755e-05) (hash(x)=6190579)
|
| 20 |
+
16 train 10.621742 (lr=4.7552e-05) (hash(x)=7276303)
|
| 21 |
+
17 train 10.631202 (lr=5.0350e-05) (hash(x)=6630378)
|
| 22 |
+
18 train 10.618442 (lr=5.3147e-05) (hash(x)=9989744)
|
| 23 |
+
19 train 10.492077 (lr=5.5944e-05) (hash(x)=6317894)
|
| 24 |
+
20 train 10.412903 (lr=5.8741e-05) (hash(x)=7947703)
|
| 25 |
+
21 train 10.372401 (lr=6.1538e-05) (hash(x)=5777498)
|
| 26 |
+
22 train 10.352867 (lr=6.4336e-05) (hash(x)=7723226)
|
| 27 |
+
23 train 10.312781 (lr=6.7133e-05) (hash(x)=6491229)
|
| 28 |
+
24 train 10.399549 (lr=6.9930e-05) (hash(x)=6019389)
|
| 29 |
+
25 train 10.341461 (lr=7.2727e-05) (hash(x)=4648609)
|
| 30 |
+
26 train 10.291364 (lr=7.5524e-05) (hash(x)=5558355)
|
| 31 |
+
27 train 10.315466 (lr=7.8322e-05) (hash(x)=6369326)
|
| 32 |
+
28 train 10.252752 (lr=8.1119e-05) (hash(x)=4906853)
|
| 33 |
+
29 train 10.158627 (lr=8.3916e-05) (hash(x)=6437376)
|
| 34 |
+
30 train 10.241501 (lr=8.6713e-05) (hash(x)=7084093)
|
| 35 |
+
31 train 10.172038 (lr=8.9510e-05) (hash(x)=7048804)
|
| 36 |
+
32 train 10.173751 (lr=9.2308e-05) (hash(x)=5752594)
|
| 37 |
+
33 train 9.963683 (lr=9.5105e-05) (hash(x)=6393520)
|
| 38 |
+
34 train 10.158913 (lr=9.7902e-05) (hash(x)=6793550)
|
| 39 |
+
35 train 10.068394 (lr=1.0070e-04) (hash(x)=6581348)
|
| 40 |
+
36 train 10.014685 (lr=1.0350e-04) (hash(x)=6235837)
|
| 41 |
+
37 train 10.035067 (lr=1.0629e-04) (hash(x)=7083021)
|
| 42 |
+
38 train 9.994874 (lr=1.0909e-04) (hash(x)=6155821)
|
| 43 |
+
39 train 9.867517 (lr=1.1189e-04) (hash(x)=5657123)
|
| 44 |
+
40 train 9.744009 (lr=1.1469e-04) (hash(x)=5312267)
|
| 45 |
+
41 train 9.797932 (lr=1.1748e-04) (hash(x)=6830813)
|
| 46 |
+
42 train 9.737255 (lr=1.2028e-04) (hash(x)=6424933)
|
| 47 |
+
43 train 9.664257 (lr=1.2308e-04) (hash(x)=6680023)
|
| 48 |
+
44 train 9.590752 (lr=1.2587e-04) (hash(x)=7523279)
|
| 49 |
+
45 train 9.486513 (lr=1.2867e-04) (hash(x)=6635925)
|
| 50 |
+
46 train 9.483954 (lr=1.3147e-04) (hash(x)=5869441)
|
| 51 |
+
47 train 9.436051 (lr=1.3427e-04) (hash(x)=6349004)
|
| 52 |
+
48 train 9.286825 (lr=1.3706e-04) (hash(x)=6008454)
|
| 53 |
+
49 train 9.253229 (lr=1.3986e-04) (hash(x)=7682741)
|
| 54 |
+
50 val loss 9.2472
|
| 55 |
+
50 val perplexity 10375.5732
|
| 56 |
+
50 train 9.264073 (lr=1.4266e-04) (hash(x)=7794028)
|
| 57 |
+
51 train 9.178639 (lr=1.4545e-04) (hash(x)=6166062)
|
| 58 |
+
52 train 9.089400 (lr=1.4825e-04) (hash(x)=4811192)
|
| 59 |
+
53 train 8.997089 (lr=1.5105e-04) (hash(x)=7822680)
|
| 60 |
+
54 train 8.917319 (lr=1.5385e-04) (hash(x)=6431409)
|
| 61 |
+
55 train 8.890619 (lr=1.5664e-04) (hash(x)=5323032)
|
| 62 |
+
56 train 8.770432 (lr=1.5944e-04) (hash(x)=7363286)
|
| 63 |
+
57 train 8.800536 (lr=1.6224e-04) (hash(x)=5616075)
|
| 64 |
+
58 train 8.748420 (lr=1.6503e-04) (hash(x)=5672608)
|
| 65 |
+
59 train 8.623936 (lr=1.6783e-04) (hash(x)=6839867)
|
| 66 |
+
60 train 8.526201 (lr=1.7063e-04) (hash(x)=4916928)
|
| 67 |
+
61 train 8.547891 (lr=1.7343e-04) (hash(x)=8353379)
|
| 68 |
+
62 train 8.448561 (lr=1.7622e-04) (hash(x)=4838871)
|
| 69 |
+
63 train 8.265900 (lr=1.7902e-04) (hash(x)=6795665)
|
| 70 |
+
64 train 8.313754 (lr=1.8182e-04) (hash(x)=6678038)
|
| 71 |
+
65 train 8.340294 (lr=1.8462e-04) (hash(x)=6112215)
|
| 72 |
+
66 train 8.281316 (lr=1.8741e-04) (hash(x)=5915361)
|
| 73 |
+
67 train 8.162537 (lr=1.9021e-04) (hash(x)=5771588)
|
| 74 |
+
68 train 8.114316 (lr=1.9301e-04) (hash(x)=5688829)
|
| 75 |
+
69 train 8.067454 (lr=1.9580e-04) (hash(x)=5443305)
|
| 76 |
+
70 train 8.153781 (lr=1.9860e-04) (hash(x)=6901933)
|
| 77 |
+
71 train 8.019279 (lr=2.0140e-04) (hash(x)=4294425)
|
| 78 |
+
72 train 7.936037 (lr=2.0420e-04) (hash(x)=4363941)
|
| 79 |
+
73 train 8.121943 (lr=2.0699e-04) (hash(x)=5486335)
|
| 80 |
+
74 train 8.098098 (lr=2.0979e-04) (hash(x)=7295165)
|
| 81 |
+
75 train 7.991174 (lr=2.1259e-04) (hash(x)=6267424)
|
| 82 |
+
76 train 8.019372 (lr=2.1538e-04) (hash(x)=5270452)
|
| 83 |
+
77 train 7.846412 (lr=2.1818e-04) (hash(x)=6305297)
|
| 84 |
+
78 train 8.090322 (lr=2.2098e-04) (hash(x)=6040077)
|
| 85 |
+
79 train 8.031216 (lr=2.2378e-04) (hash(x)=7130251)
|
| 86 |
+
80 train 7.738321 (lr=2.2657e-04) (hash(x)=6508350)
|
| 87 |
+
81 train 7.884501 (lr=2.2937e-04) (hash(x)=5859576)
|
| 88 |
+
82 train 7.538318 (lr=2.3217e-04) (hash(x)=4892065)
|
| 89 |
+
83 train 7.670144 (lr=2.3497e-04) (hash(x)=7317289)
|
| 90 |
+
84 train 7.794332 (lr=2.3776e-04) (hash(x)=5510218)
|
| 91 |
+
85 train 7.953207 (lr=2.4056e-04) (hash(x)=6752265)
|
| 92 |
+
86 train 7.697105 (lr=2.4336e-04) (hash(x)=6530867)
|
| 93 |
+
87 train 7.766182 (lr=2.4615e-04) (hash(x)=5790078)
|
| 94 |
+
88 train 7.772139 (lr=2.4895e-04) (hash(x)=7614023)
|
| 95 |
+
89 train 7.789983 (lr=2.5175e-04) (hash(x)=5245146)
|
| 96 |
+
90 train 7.704303 (lr=2.5455e-04) (hash(x)=5786972)
|
| 97 |
+
91 train 7.764390 (lr=2.5734e-04) (hash(x)=6346459)
|
| 98 |
+
92 train 7.794429 (lr=2.6014e-04) (hash(x)=5209234)
|
| 99 |
+
93 train 7.699342 (lr=2.6294e-04) (hash(x)=5676768)
|
| 100 |
+
94 train 7.847878 (lr=2.6573e-04) (hash(x)=5863092)
|
| 101 |
+
95 train 7.874211 (lr=2.6853e-04) (hash(x)=7019489)
|
| 102 |
+
96 train 7.712156 (lr=2.7133e-04) (hash(x)=5483019)
|
| 103 |
+
97 train 7.720919 (lr=2.7413e-04) (hash(x)=5968716)
|
| 104 |
+
98 train 7.621480 (lr=2.7692e-04) (hash(x)=7780194)
|
| 105 |
+
99 train 7.734790 (lr=2.7972e-04) (hash(x)=3784321)
|
| 106 |
+
100 val loss 7.7036
|
| 107 |
+
100 val perplexity 2216.2815
|
| 108 |
+
100 train 7.727891 (lr=2.8252e-04) (hash(x)=7774109)
|
| 109 |
+
101 train 7.861131 (lr=2.8531e-04) (hash(x)=6576749)
|
| 110 |
+
102 train 7.763587 (lr=2.8811e-04) (hash(x)=7072404)
|
| 111 |
+
103 train 7.676697 (lr=2.9091e-04) (hash(x)=6556025)
|
| 112 |
+
104 train 7.757595 (lr=2.9371e-04) (hash(x)=7325027)
|
| 113 |
+
105 train 7.762927 (lr=2.9650e-04) (hash(x)=6373412)
|
| 114 |
+
106 train 7.664719 (lr=2.9930e-04) (hash(x)=5262868)
|
| 115 |
+
107 train 7.593937 (lr=3.0210e-04) (hash(x)=8055563)
|
| 116 |
+
108 train 7.727453 (lr=3.0490e-04) (hash(x)=5932790)
|
| 117 |
+
109 train 7.681774 (lr=3.0769e-04) (hash(x)=5680154)
|
| 118 |
+
110 train 7.723314 (lr=3.1049e-04) (hash(x)=5914217)
|
| 119 |
+
111 train 7.640156 (lr=3.1329e-04) (hash(x)=6424128)
|
| 120 |
+
112 train 7.580154 (lr=3.1608e-04) (hash(x)=7804089)
|
| 121 |
+
113 train 7.708635 (lr=3.1888e-04) (hash(x)=6490149)
|
| 122 |
+
114 train 7.644102 (lr=3.2168e-04) (hash(x)=6283540)
|
| 123 |
+
115 train 7.613694 (lr=3.2448e-04) (hash(x)=5728337)
|
| 124 |
+
116 train 7.629118 (lr=3.2727e-04) (hash(x)=7400272)
|
| 125 |
+
117 train 7.640052 (lr=3.3007e-04) (hash(x)=6473432)
|
| 126 |
+
118 train 7.731514 (lr=3.3287e-04) (hash(x)=6922646)
|
| 127 |
+
119 train 7.613554 (lr=3.3566e-04) (hash(x)=7277141)
|
| 128 |
+
120 train 7.670222 (lr=3.3846e-04) (hash(x)=7443124)
|
| 129 |
+
121 train 7.659196 (lr=3.4126e-04) (hash(x)=5632735)
|
| 130 |
+
122 train 7.512862 (lr=3.4406e-04) (hash(x)=5881015)
|
| 131 |
+
123 train 7.652102 (lr=3.4685e-04) (hash(x)=5809411)
|
| 132 |
+
124 train 7.653436 (lr=3.4965e-04) (hash(x)=7232964)
|
| 133 |
+
125 train 7.623687 (lr=3.5245e-04) (hash(x)=6171829)
|
| 134 |
+
126 train 7.704216 (lr=3.5524e-04) (hash(x)=5884456)
|
| 135 |
+
127 train 7.662256 (lr=3.5804e-04) (hash(x)=5077031)
|
| 136 |
+
128 train 7.725883 (lr=3.6084e-04) (hash(x)=6248895)
|
| 137 |
+
129 train 7.644543 (lr=3.6364e-04) (hash(x)=6918004)
|
| 138 |
+
130 train 7.703830 (lr=3.6643e-04) (hash(x)=6482466)
|
| 139 |
+
131 train 7.635147 (lr=3.6923e-04) (hash(x)=6588573)
|
| 140 |
+
132 train 7.676833 (lr=3.7203e-04) (hash(x)=6136939)
|
| 141 |
+
133 train 7.586064 (lr=3.7483e-04) (hash(x)=7040157)
|
| 142 |
+
134 train 7.697452 (lr=3.7762e-04) (hash(x)=6455595)
|
| 143 |
+
135 train 7.667699 (lr=3.8042e-04) (hash(x)=4122983)
|
| 144 |
+
136 train 7.613140 (lr=3.8322e-04) (hash(x)=4724052)
|
| 145 |
+
137 train 7.569327 (lr=3.8601e-04) (hash(x)=6820797)
|
| 146 |
+
138 train 7.809066 (lr=3.8881e-04) (hash(x)=7477594)
|
| 147 |
+
139 train 7.555345 (lr=3.9161e-04) (hash(x)=6146305)
|
| 148 |
+
140 train 7.570525 (lr=3.9441e-04) (hash(x)=6814831)
|
| 149 |
+
141 train 7.573858 (lr=3.9720e-04) (hash(x)=5548298)
|
| 150 |
+
142 train 7.746276 (lr=4.0000e-04) (hash(x)=7609416)
|
| 151 |
+
143 train 7.682101 (lr=4.0280e-04) (hash(x)=7574342)
|
| 152 |
+
144 train 7.530268 (lr=4.0559e-04) (hash(x)=5906937)
|
| 153 |
+
145 train 7.586014 (lr=4.0839e-04) (hash(x)=8013471)
|
| 154 |
+
146 train 7.569292 (lr=4.1119e-04) (hash(x)=6146213)
|
| 155 |
+
147 train 7.596301 (lr=4.1399e-04) (hash(x)=6709902)
|
| 156 |
+
148 train 7.734204 (lr=4.1678e-04) (hash(x)=6402571)
|
| 157 |
+
149 train 7.545006 (lr=4.1958e-04) (hash(x)=7683614)
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| 158 |
+
150 val loss 7.5814
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| 159 |
+
150 val perplexity 1961.4075
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| 160 |
+
150 train 7.540520 (lr=4.2238e-04) (hash(x)=5453026)
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| 161 |
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151 train 7.487573 (lr=4.2517e-04) (hash(x)=6260017)
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| 162 |
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152 train 7.619231 (lr=4.2797e-04) (hash(x)=6591466)
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153 train 7.598324 (lr=4.3077e-04) (hash(x)=5501472)
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154 train 7.634311 (lr=4.3357e-04) (hash(x)=5871698)
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155 train 7.469506 (lr=4.3636e-04) (hash(x)=4282052)
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156 train 7.559871 (lr=4.3916e-04) (hash(x)=7824660)
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157 train 7.495238 (lr=4.4196e-04) (hash(x)=5954950)
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158 train 7.561706 (lr=4.4476e-04) (hash(x)=5484656)
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159 train 7.676786 (lr=4.4755e-04) (hash(x)=7031328)
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160 train 7.630304 (lr=4.5035e-04) (hash(x)=9157069)
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161 train 7.714020 (lr=4.5315e-04) (hash(x)=5996883)
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162 train 7.777853 (lr=4.5594e-04) (hash(x)=7645447)
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163 train 7.815012 (lr=4.5874e-04) (hash(x)=6336164)
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164 train 7.543817 (lr=4.6154e-04) (hash(x)=5224240)
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165 train 7.880888 (lr=4.6434e-04) (hash(x)=5447801)
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166 train 7.570288 (lr=4.6713e-04) (hash(x)=4155598)
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167 train 7.554580 (lr=4.6993e-04) (hash(x)=7482744)
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168 train 7.575298 (lr=4.7273e-04) (hash(x)=4733414)
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169 train 7.544789 (lr=4.7552e-04) (hash(x)=7806284)
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170 train 7.557264 (lr=4.7832e-04) (hash(x)=7236478)
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171 train 7.568693 (lr=4.8112e-04) (hash(x)=4656255)
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172 train 7.667747 (lr=4.8392e-04) (hash(x)=9298325)
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173 train 7.589840 (lr=4.8671e-04) (hash(x)=6287524)
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174 train 7.633582 (lr=4.8951e-04) (hash(x)=7895970)
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175 train 7.586063 (lr=4.9231e-04) (hash(x)=8847992)
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176 train 7.805615 (lr=4.9510e-04) (hash(x)=6338998)
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177 train 7.760677 (lr=4.9790e-04) (hash(x)=7104011)
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178 train 7.584731 (lr=5.0070e-04) (hash(x)=5573214)
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179 train 7.609766 (lr=5.0350e-04) (hash(x)=6882897)
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180 train 7.585401 (lr=5.0629e-04) (hash(x)=5854242)
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181 train 7.429110 (lr=5.0909e-04) (hash(x)=6972494)
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182 train 7.465399 (lr=5.1189e-04) (hash(x)=6796805)
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183 train 7.358451 (lr=5.1469e-04) (hash(x)=6139120)
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184 train 7.536239 (lr=5.1748e-04) (hash(x)=6486796)
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185 train 7.410870 (lr=5.2028e-04) (hash(x)=5578797)
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186 train 7.492826 (lr=5.2308e-04) (hash(x)=6895326)
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187 train 7.531305 (lr=5.2587e-04) (hash(x)=7783160)
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188 train 7.542838 (lr=5.2867e-04) (hash(x)=4867625)
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| 199 |
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189 train 7.368277 (lr=5.3147e-04) (hash(x)=6631123)
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| 200 |
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190 train 7.222600 (lr=5.3427e-04) (hash(x)=6710965)
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| 201 |
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191 train 7.360646 (lr=5.3706e-04) (hash(x)=6294657)
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| 202 |
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192 train 7.515742 (lr=5.3986e-04) (hash(x)=5443606)
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| 203 |
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193 train 7.486578 (lr=5.4266e-04) (hash(x)=7035770)
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| 204 |
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194 train 7.527805 (lr=5.4545e-04) (hash(x)=4899541)
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| 205 |
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195 train 7.375118 (lr=5.4825e-04) (hash(x)=6227120)
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196 train 7.464990 (lr=5.5105e-04) (hash(x)=5981648)
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197 train 7.429571 (lr=5.5385e-04) (hash(x)=5558993)
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| 208 |
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198 train 7.462946 (lr=5.5664e-04) (hash(x)=7015671)
|
| 209 |
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199 train 7.451362 (lr=5.5944e-04) (hash(x)=5931234)
|
| 210 |
+
200 val loss 7.4482
|
| 211 |
+
200 val perplexity 1716.7419
|
| 212 |
+
200 train 7.477434 (lr=5.6224e-04) (hash(x)=4582159)
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| 213 |
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201 train 7.466753 (lr=5.6503e-04) (hash(x)=5029472)
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| 214 |
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202 train 7.372465 (lr=5.6783e-04) (hash(x)=5434102)
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203 train 7.635233 (lr=5.7063e-04) (hash(x)=6810638)
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204 train 7.475424 (lr=5.7343e-04) (hash(x)=6521562)
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205 train 7.479112 (lr=5.7622e-04) (hash(x)=7226932)
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| 218 |
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206 train 7.370938 (lr=5.7902e-04) (hash(x)=6957849)
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207 train 7.485872 (lr=5.8182e-04) (hash(x)=5334281)
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| 220 |
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208 train 7.583689 (lr=5.8462e-04) (hash(x)=5887983)
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| 221 |
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209 train 7.413815 (lr=5.8741e-04) (hash(x)=6393576)
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| 222 |
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210 train 7.634243 (lr=5.9021e-04) (hash(x)=5057959)
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| 223 |
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211 train 7.671282 (lr=5.9301e-04) (hash(x)=8595271)
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| 224 |
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212 train 7.493760 (lr=5.9580e-04) (hash(x)=8395167)
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| 225 |
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213 train 7.610686 (lr=5.9860e-04) (hash(x)=7634417)
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| 226 |
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214 train 7.347445 (lr=6.0140e-04) (hash(x)=5257771)
|
| 227 |
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215 train 7.497778 (lr=6.0420e-04) (hash(x)=7674238)
|
| 228 |
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216 train 7.593218 (lr=6.0699e-04) (hash(x)=5300555)
|
| 229 |
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217 train 7.352460 (lr=6.0979e-04) (hash(x)=6066139)
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218 train 7.455792 (lr=6.1259e-04) (hash(x)=6688212)
|
| 231 |
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219 train 7.658871 (lr=6.1538e-04) (hash(x)=6642404)
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220 train 7.414104 (lr=6.1818e-04) (hash(x)=4961570)
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221 train 7.266774 (lr=6.2098e-04) (hash(x)=5105190)
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222 train 7.573030 (lr=6.2378e-04) (hash(x)=7155991)
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223 train 7.407368 (lr=6.2657e-04) (hash(x)=5132972)
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224 train 7.402404 (lr=6.2937e-04) (hash(x)=6269946)
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225 train 7.443851 (lr=6.3217e-04) (hash(x)=5396133)
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226 train 7.465405 (lr=6.3497e-04) (hash(x)=6394083)
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227 train 7.411294 (lr=6.3776e-04) (hash(x)=5237804)
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228 train 7.438427 (lr=6.4056e-04) (hash(x)=5216638)
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229 train 7.384326 (lr=6.4336e-04) (hash(x)=6735565)
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| 242 |
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230 train 7.482626 (lr=6.4615e-04) (hash(x)=5983575)
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| 243 |
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231 train 7.458193 (lr=6.4895e-04) (hash(x)=5831619)
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232 train 7.276896 (lr=6.5175e-04) (hash(x)=9109083)
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233 train 7.496134 (lr=6.5455e-04) (hash(x)=6912967)
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| 246 |
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234 train 7.685136 (lr=6.5734e-04) (hash(x)=5965674)
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| 247 |
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235 train 7.544114 (lr=6.6014e-04) (hash(x)=5822533)
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| 248 |
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236 train 7.419838 (lr=6.6294e-04) (hash(x)=5268216)
|
| 249 |
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237 train 7.326520 (lr=6.6573e-04) (hash(x)=6531900)
|
| 250 |
+
238 train 7.314795 (lr=6.6853e-04) (hash(x)=5426499)
|
| 251 |
+
239 train 7.764974 (lr=6.7133e-04) (hash(x)=7455372)
|
| 252 |
+
240 train 8.041131 (lr=6.7413e-04) (hash(x)=8319119)
|
| 253 |
+
241 train 7.968082 (lr=6.7692e-04) (hash(x)=7592128)
|
| 254 |
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242 train 7.974820 (lr=6.7972e-04) (hash(x)=8704170)
|
| 255 |
+
243 train 7.700039 (lr=6.8252e-04) (hash(x)=7165037)
|
| 256 |
+
244 train 7.567582 (lr=6.8531e-04) (hash(x)=7678000)
|
| 257 |
+
245 train 7.383462 (lr=6.8811e-04) (hash(x)=7414788)
|
| 258 |
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246 train 7.412508 (lr=6.9091e-04) (hash(x)=7326216)
|
| 259 |
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247 train 7.532023 (lr=6.9371e-04) (hash(x)=5857162)
|
| 260 |
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248 train 8.263190 (lr=6.9650e-04) (hash(x)=14715669)
|
| 261 |
+
249 train 11.879148 (lr=6.9930e-04) (hash(x)=16950560)
|
| 262 |
+
250 val loss 7.4056
|
| 263 |
+
250 val perplexity 1645.1035
|
| 264 |
+
250 train 7.582276 (lr=7.0210e-04) (hash(x)=6159125)
|
| 265 |
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251 train 7.444682 (lr=7.0490e-04) (hash(x)=5908442)
|
| 266 |
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252 train 7.292677 (lr=7.0769e-04) (hash(x)=6668887)
|
| 267 |
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253 train 7.394005 (lr=7.1049e-04) (hash(x)=7662975)
|
| 268 |
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254 train 7.384941 (lr=7.1329e-04) (hash(x)=6669539)
|
| 269 |
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255 train 7.375414 (lr=7.1608e-04) (hash(x)=5015998)
|
| 270 |
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256 train 7.304709 (lr=7.1888e-04) (hash(x)=5458386)
|
| 271 |
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257 train 7.477495 (lr=7.2168e-04) (hash(x)=4849847)
|
| 272 |
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258 train 7.491002 (lr=7.2448e-04) (hash(x)=5125562)
|
| 273 |
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259 train 7.522124 (lr=7.2727e-04) (hash(x)=6012047)
|
| 274 |
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260 train 7.410746 (lr=7.3007e-04) (hash(x)=6079364)
|
| 275 |
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261 train 7.409963 (lr=7.3287e-04) (hash(x)=6030395)
|
| 276 |
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262 train 7.407788 (lr=7.3566e-04) (hash(x)=6781762)
|
| 277 |
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263 train 7.436899 (lr=7.3846e-04) (hash(x)=5238325)
|
| 278 |
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264 train 7.500021 (lr=7.4126e-04) (hash(x)=8611144)
|
| 279 |
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265 train 7.353480 (lr=7.4406e-04) (hash(x)=6901605)
|
| 280 |
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266 train 7.381721 (lr=7.4685e-04) (hash(x)=5499337)
|
| 281 |
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267 train 7.412154 (lr=7.4965e-04) (hash(x)=7134874)
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| 282 |
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268 train 7.369044 (lr=7.5245e-04) (hash(x)=6149038)
|
| 283 |
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269 train 7.416449 (lr=7.5524e-04) (hash(x)=6609760)
|
| 284 |
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270 train 7.472561 (lr=7.5804e-04) (hash(x)=6652627)
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| 285 |
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271 train 7.455261 (lr=7.6084e-04) (hash(x)=8618579)
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| 286 |
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272 train 7.341047 (lr=7.6364e-04) (hash(x)=5896892)
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| 287 |
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273 train 7.498653 (lr=7.6643e-04) (hash(x)=8945854)
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274 train 7.308757 (lr=7.6923e-04) (hash(x)=6775103)
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| 289 |
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275 train 7.383062 (lr=7.7203e-04) (hash(x)=6200024)
|
| 290 |
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276 train 7.282226 (lr=7.7483e-04) (hash(x)=5238139)
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| 291 |
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277 train 7.416149 (lr=7.7762e-04) (hash(x)=5780948)
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| 292 |
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278 train 7.394005 (lr=7.8042e-04) (hash(x)=6168407)
|
| 293 |
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279 train 7.357039 (lr=7.8322e-04) (hash(x)=3775881)
|
| 294 |
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280 train 7.354521 (lr=7.8601e-04) (hash(x)=6848709)
|
| 295 |
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281 train 7.632778 (lr=7.8881e-04) (hash(x)=6478113)
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| 296 |
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282 train 7.403832 (lr=7.9161e-04) (hash(x)=6483914)
|
| 297 |
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283 train 7.375517 (lr=7.9441e-04) (hash(x)=5927795)
|
| 298 |
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284 train 7.389233 (lr=7.9720e-04) (hash(x)=8438033)
|
| 299 |
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285 train 7.433768 (lr=8.0000e-04) (hash(x)=5684788)
|
| 300 |
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286 train 7.249988 (lr=8.0000e-04) (hash(x)=5710182)
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| 301 |
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287 train 7.333145 (lr=8.0000e-04) (hash(x)=6160063)
|
| 302 |
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288 train 7.211267 (lr=7.9999e-04) (hash(x)=5955100)
|
| 303 |
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289 train 7.089900 (lr=7.9997e-04) (hash(x)=6672309)
|
| 304 |
+
290 train 7.499460 (lr=7.9994e-04) (hash(x)=9001564)
|
| 305 |
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291 train 7.865353 (lr=7.9991e-04) (hash(x)=5454654)
|
| 306 |
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292 train 7.264449 (lr=7.9987e-04) (hash(x)=5174062)
|
| 307 |
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293 train 7.429892 (lr=7.9983e-04) (hash(x)=6199203)
|
| 308 |
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294 train 7.312432 (lr=7.9978e-04) (hash(x)=8352747)
|
| 309 |
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295 train 7.408596 (lr=7.9972e-04) (hash(x)=4547106)
|
| 310 |
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296 train 7.380010 (lr=7.9965e-04) (hash(x)=6433099)
|
| 311 |
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297 train 7.241283 (lr=7.9958e-04) (hash(x)=6424428)
|
| 312 |
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298 train 7.375280 (lr=7.9950e-04) (hash(x)=5975712)
|
| 313 |
+
299 train 7.265843 (lr=7.9941e-04) (hash(x)=5458532)
|
| 314 |
+
300 val loss 7.3456
|
| 315 |
+
300 val perplexity 1549.3386
|
| 316 |
+
300 train 7.494257 (lr=7.9932e-04) (hash(x)=7002774)
|
| 317 |
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301 train 7.600027 (lr=7.9922e-04) (hash(x)=8206173)
|
| 318 |
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302 train 7.690063 (lr=7.9911e-04) (hash(x)=7784971)
|
| 319 |
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303 train 7.588319 (lr=7.9899e-04) (hash(x)=6001843)
|
| 320 |
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304 train 7.438201 (lr=7.9887e-04) (hash(x)=5698642)
|
| 321 |
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305 train 7.353337 (lr=7.9874e-04) (hash(x)=6600751)
|
| 322 |
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306 train 7.314136 (lr=7.9861e-04) (hash(x)=5804610)
|
| 323 |
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307 train 7.248654 (lr=7.9846e-04) (hash(x)=5162652)
|
| 324 |
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308 train 7.271367 (lr=7.9831e-04) (hash(x)=5297006)
|
| 325 |
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309 train 7.283448 (lr=7.9816e-04) (hash(x)=6728323)
|
| 326 |
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310 train 7.286610 (lr=7.9799e-04) (hash(x)=3964882)
|
| 327 |
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311 train 7.267771 (lr=7.9782e-04) (hash(x)=6735993)
|
| 328 |
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312 train 7.408009 (lr=7.9765e-04) (hash(x)=5150316)
|
| 329 |
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313 train 7.221607 (lr=7.9746e-04) (hash(x)=5220448)
|
| 330 |
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314 train 7.436646 (lr=7.9727e-04) (hash(x)=6971289)
|
| 331 |
+
315 train 7.455480 (lr=7.9707e-04) (hash(x)=5012069)
|
| 332 |
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316 train 7.308303 (lr=7.9687e-04) (hash(x)=6576136)
|
| 333 |
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317 train 7.315253 (lr=7.9666e-04) (hash(x)=6077647)
|
| 334 |
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318 train 7.399382 (lr=7.9644e-04) (hash(x)=6032381)
|
| 335 |
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319 train 7.256501 (lr=7.9621e-04) (hash(x)=8410716)
|
| 336 |
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320 train 7.286648 (lr=7.9598e-04) (hash(x)=6212516)
|
| 337 |
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321 train 7.264132 (lr=7.9574e-04) (hash(x)=5298545)
|
| 338 |
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322 train 7.369779 (lr=7.9549e-04) (hash(x)=5779073)
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| 339 |
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323 train 7.224717 (lr=7.9524e-04) (hash(x)=6340947)
|
| 340 |
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324 train 6.981560 (lr=7.9498e-04) (hash(x)=6530441)
|
| 341 |
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325 train 7.318573 (lr=7.9471e-04) (hash(x)=7818007)
|
| 342 |
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326 train 7.197862 (lr=7.9444e-04) (hash(x)=6277435)
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| 343 |
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327 train 7.212821 (lr=7.9416e-04) (hash(x)=6226320)
|
| 344 |
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328 train 7.302688 (lr=7.9387e-04) (hash(x)=5463751)
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| 345 |
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329 train 7.206116 (lr=7.9358e-04) (hash(x)=6579329)
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| 346 |
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330 train 7.315201 (lr=7.9327e-04) (hash(x)=6660540)
|
| 347 |
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331 train 7.274509 (lr=7.9297e-04) (hash(x)=6491272)
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| 348 |
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332 train 7.235404 (lr=7.9265e-04) (hash(x)=6766947)
|
| 349 |
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333 train 7.533473 (lr=7.9233e-04) (hash(x)=3721218)
|
| 350 |
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334 train 7.377615 (lr=7.9200e-04) (hash(x)=5229898)
|
| 351 |
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335 train 7.168855 (lr=7.9167e-04) (hash(x)=6054428)
|
| 352 |
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336 train 7.317795 (lr=7.9132e-04) (hash(x)=6290464)
|
| 353 |
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337 train 7.294703 (lr=7.9097e-04) (hash(x)=6904498)
|
| 354 |
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338 train 7.349016 (lr=7.9062e-04) (hash(x)=7765805)
|
| 355 |
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339 train 7.296751 (lr=7.9026e-04) (hash(x)=6543764)
|
| 356 |
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340 train 7.301435 (lr=7.8989e-04) (hash(x)=7204955)
|
| 357 |
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341 train 7.214976 (lr=7.8951e-04) (hash(x)=4423711)
|
| 358 |
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342 train 7.173480 (lr=7.8913e-04) (hash(x)=5343477)
|
| 359 |
+
343 train 7.338549 (lr=7.8874e-04) (hash(x)=6595856)
|
| 360 |
+
344 train 7.152942 (lr=7.8834e-04) (hash(x)=7229015)
|
| 361 |
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345 train 7.231004 (lr=7.8794e-04) (hash(x)=5916034)
|
| 362 |
+
346 train 7.362188 (lr=7.8753e-04) (hash(x)=6939521)
|
| 363 |
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347 train 7.228534 (lr=7.8711e-04) (hash(x)=5492185)
|
| 364 |
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348 train 7.178028 (lr=7.8669e-04) (hash(x)=6898006)
|
| 365 |
+
349 train 7.103750 (lr=7.8626e-04) (hash(x)=5462008)
|
| 366 |
+
350 val loss 7.3251
|
| 367 |
+
350 val perplexity 1517.9257
|
| 368 |
+
350 train 7.223419 (lr=7.8582e-04) (hash(x)=7821902)
|
| 369 |
+
351 train 7.331910 (lr=7.8538e-04) (hash(x)=6608108)
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| 370 |
+
352 train 7.367597 (lr=7.8493e-04) (hash(x)=6295394)
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| 371 |
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353 train 7.227644 (lr=7.8447e-04) (hash(x)=6803449)
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| 372 |
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354 train 7.225511 (lr=7.8401e-04) (hash(x)=7444134)
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| 373 |
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355 train 7.274103 (lr=7.8354e-04) (hash(x)=5361923)
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| 374 |
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356 train 7.300616 (lr=7.8306e-04) (hash(x)=7803039)
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| 375 |
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357 train 7.419339 (lr=7.8258e-04) (hash(x)=7042578)
|
| 376 |
+
358 train 7.289340 (lr=7.8209e-04) (hash(x)=6647007)
|
| 377 |
+
359 train 7.292564 (lr=7.8159e-04) (hash(x)=6303658)
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| 378 |
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360 train 7.388300 (lr=7.8109e-04) (hash(x)=6158927)
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| 379 |
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361 train 7.265947 (lr=7.8058e-04) (hash(x)=6419656)
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| 380 |
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362 train 7.189330 (lr=7.8006e-04) (hash(x)=7891271)
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| 381 |
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363 train 7.397287 (lr=7.7954e-04) (hash(x)=7099888)
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| 382 |
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364 train 7.351587 (lr=7.7901e-04) (hash(x)=6352424)
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| 383 |
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365 train 7.260668 (lr=7.7847e-04) (hash(x)=5863145)
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| 384 |
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366 train 7.293188 (lr=7.7793e-04) (hash(x)=6844597)
|
| 385 |
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367 train 7.330185 (lr=7.7738e-04) (hash(x)=6009861)
|
| 386 |
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368 train 7.216932 (lr=7.7682e-04) (hash(x)=5374957)
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| 387 |
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369 train 7.284505 (lr=7.7626e-04) (hash(x)=3923225)
|
| 388 |
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370 train 7.224683 (lr=7.7569e-04) (hash(x)=5848862)
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| 389 |
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371 train 7.253258 (lr=7.7511e-04) (hash(x)=4440634)
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| 390 |
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372 train 7.207953 (lr=7.7453e-04) (hash(x)=4788998)
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| 391 |
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373 train 7.184224 (lr=7.7394e-04) (hash(x)=7378165)
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| 392 |
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374 train 7.218213 (lr=7.7335e-04) (hash(x)=4771243)
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| 393 |
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375 train 7.219984 (lr=7.7275e-04) (hash(x)=5716089)
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| 394 |
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376 train 7.251999 (lr=7.7214e-04) (hash(x)=7991009)
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| 395 |
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377 train 7.303088 (lr=7.7153e-04) (hash(x)=5348607)
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| 396 |
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378 train 7.367265 (lr=7.7091e-04) (hash(x)=6036146)
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| 397 |
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379 train 7.239356 (lr=7.7028e-04) (hash(x)=6658718)
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| 398 |
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380 train 7.190146 (lr=7.6964e-04) (hash(x)=6176253)
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| 399 |
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381 train 7.202798 (lr=7.6901e-04) (hash(x)=4542895)
|
| 400 |
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382 train 7.104035 (lr=7.6836e-04) (hash(x)=5549073)
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| 401 |
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383 train 7.383494 (lr=7.6771e-04) (hash(x)=5342783)
|
| 402 |
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384 train 7.411261 (lr=7.6705e-04) (hash(x)=6549546)
|
| 403 |
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385 train 7.196146 (lr=7.6638e-04) (hash(x)=6170599)
|
| 404 |
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386 train 7.476060 (lr=7.6571e-04) (hash(x)=8483134)
|
| 405 |
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387 train 7.592927 (lr=7.6503e-04) (hash(x)=4865036)
|
| 406 |
+
388 train 7.245173 (lr=7.6435e-04) (hash(x)=4433890)
|
| 407 |
+
389 train 7.766350 (lr=7.6366e-04) (hash(x)=6738597)
|
| 408 |
+
390 train 7.374644 (lr=7.6296e-04) (hash(x)=5459620)
|
| 409 |
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391 train 7.373478 (lr=7.6226e-04) (hash(x)=4604074)
|
| 410 |
+
392 train 7.372497 (lr=7.6155e-04) (hash(x)=8045501)
|
| 411 |
+
393 train 7.464375 (lr=7.6083e-04) (hash(x)=6176464)
|
| 412 |
+
394 train 7.288664 (lr=7.6011e-04) (hash(x)=6127317)
|
| 413 |
+
395 train 7.338772 (lr=7.5938e-04) (hash(x)=5571462)
|
| 414 |
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396 train 7.318034 (lr=7.5865e-04) (hash(x)=6640755)
|
| 415 |
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397 train 7.366526 (lr=7.5791e-04) (hash(x)=6147295)
|
| 416 |
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398 train 7.303747 (lr=7.5716e-04) (hash(x)=6120461)
|
| 417 |
+
399 train 7.267434 (lr=7.5641e-04) (hash(x)=5123928)
|
| 418 |
+
400 val loss 7.3113
|
| 419 |
+
400 val perplexity 1497.1090
|
| 420 |
+
400 train 7.286520 (lr=7.5565e-04) (hash(x)=5428813)
|
| 421 |
+
401 train 7.262196 (lr=7.5489e-04) (hash(x)=6448586)
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| 422 |
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402 train 7.420949 (lr=7.5412e-04) (hash(x)=8116987)
|
| 423 |
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403 train 7.440536 (lr=7.5334e-04) (hash(x)=5974342)
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| 424 |
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404 train 7.459017 (lr=7.5256e-04) (hash(x)=5261336)
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| 425 |
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405 train 7.281918 (lr=7.5177e-04) (hash(x)=5307056)
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| 426 |
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406 train 7.200621 (lr=7.5097e-04) (hash(x)=5865119)
|
| 427 |
+
407 train 7.227658 (lr=7.5017e-04) (hash(x)=6672380)
|
| 428 |
+
408 train 7.278050 (lr=7.4937e-04) (hash(x)=6886810)
|
| 429 |
+
409 train 7.432333 (lr=7.4855e-04) (hash(x)=6564071)
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| 430 |
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410 train 7.174788 (lr=7.4773e-04) (hash(x)=7705089)
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| 431 |
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411 train 7.192070 (lr=7.4691e-04) (hash(x)=5773073)
|
| 432 |
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412 train 7.184642 (lr=7.4608e-04) (hash(x)=5905976)
|
| 433 |
+
413 train 7.929121 (lr=7.4524e-04) (hash(x)=6936653)
|
| 434 |
+
414 train 7.288633 (lr=7.4440e-04) (hash(x)=6592773)
|
| 435 |
+
415 train 7.233203 (lr=7.4355e-04) (hash(x)=6796551)
|
| 436 |
+
416 train 7.283764 (lr=7.4270e-04) (hash(x)=6151589)
|
| 437 |
+
417 train 7.527581 (lr=7.4184e-04) (hash(x)=7045164)
|
| 438 |
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418 train 7.315282 (lr=7.4097e-04) (hash(x)=6650506)
|
| 439 |
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419 train 7.243340 (lr=7.4010e-04) (hash(x)=7839748)
|
| 440 |
+
420 train 7.461590 (lr=7.3922e-04) (hash(x)=6028671)
|
| 441 |
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421 train 7.320601 (lr=7.3834e-04) (hash(x)=6118408)
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| 442 |
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422 train 7.279452 (lr=7.3745e-04) (hash(x)=5757526)
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| 443 |
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423 train 7.420662 (lr=7.3655e-04) (hash(x)=6030172)
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| 444 |
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424 train 7.491510 (lr=7.3565e-04) (hash(x)=6719882)
|
| 445 |
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425 train 7.343468 (lr=7.3474e-04) (hash(x)=5028050)
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| 446 |
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426 train 7.351423 (lr=7.3383e-04) (hash(x)=5682910)
|
| 447 |
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427 train 7.423174 (lr=7.3291e-04) (hash(x)=5747891)
|
| 448 |
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428 train 7.229238 (lr=7.3199e-04) (hash(x)=5734208)
|
| 449 |
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429 train 7.283911 (lr=7.3106e-04) (hash(x)=7024381)
|
| 450 |
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430 train 7.552984 (lr=7.3012e-04) (hash(x)=7814361)
|
| 451 |
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431 train 7.399691 (lr=7.2918e-04) (hash(x)=5765893)
|
| 452 |
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432 train 7.258517 (lr=7.2824e-04) (hash(x)=5572048)
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| 453 |
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433 train 7.421177 (lr=7.2729e-04) (hash(x)=5610058)
|
| 454 |
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434 train 7.270415 (lr=7.2633e-04) (hash(x)=4459483)
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| 455 |
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435 train 7.235401 (lr=7.2537e-04) (hash(x)=6758411)
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| 456 |
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436 train 7.336760 (lr=7.2440e-04) (hash(x)=6701381)
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| 457 |
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437 train 7.485813 (lr=7.2342e-04) (hash(x)=5416400)
|
| 458 |
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438 train 7.236591 (lr=7.2244e-04) (hash(x)=5919569)
|
| 459 |
+
439 train 7.384229 (lr=7.2146e-04) (hash(x)=5282870)
|
| 460 |
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440 train 7.245607 (lr=7.2047e-04) (hash(x)=8072181)
|
| 461 |
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441 train 7.198156 (lr=7.1947e-04) (hash(x)=7996770)
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| 462 |
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442 train 7.264748 (lr=7.1847e-04) (hash(x)=5093519)
|
| 463 |
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443 train 7.293458 (lr=7.1747e-04) (hash(x)=6270917)
|
| 464 |
+
444 train 7.175251 (lr=7.1645e-04) (hash(x)=5852780)
|
| 465 |
+
445 train 7.074408 (lr=7.1544e-04) (hash(x)=5327728)
|
| 466 |
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446 train 7.309034 (lr=7.1441e-04) (hash(x)=6260765)
|
| 467 |
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447 train 7.374115 (lr=7.1339e-04) (hash(x)=6212894)
|
| 468 |
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448 train 7.271809 (lr=7.1235e-04) (hash(x)=6724010)
|
| 469 |
+
449 train 7.370953 (lr=7.1131e-04) (hash(x)=6059934)
|
| 470 |
+
450 val loss 7.3727
|
| 471 |
+
450 val perplexity 1591.9281
|
| 472 |
+
450 train 7.150157 (lr=7.1027e-04) (hash(x)=5587382)
|
| 473 |
+
451 train 7.283811 (lr=7.0922e-04) (hash(x)=7274108)
|
| 474 |
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452 train 7.322528 (lr=7.0817e-04) (hash(x)=6085396)
|
| 475 |
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453 train 7.230937 (lr=7.0711e-04) (hash(x)=4784666)
|
| 476 |
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454 train 7.327444 (lr=7.0604e-04) (hash(x)=6288638)
|
| 477 |
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455 train 7.347158 (lr=7.0497e-04) (hash(x)=7714288)
|
| 478 |
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456 train 7.432976 (lr=7.0390e-04) (hash(x)=5534748)
|
| 479 |
+
457 train 7.399427 (lr=7.0282e-04) (hash(x)=6361270)
|
| 480 |
+
458 train 7.439818 (lr=7.0173e-04) (hash(x)=4682956)
|
| 481 |
+
459 train 7.402696 (lr=7.0064e-04) (hash(x)=7568935)
|
| 482 |
+
460 train 7.454140 (lr=6.9955e-04) (hash(x)=7973311)
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| 483 |
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461 train 7.347954 (lr=6.9845e-04) (hash(x)=6987352)
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| 484 |
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462 train 7.339832 (lr=6.9734e-04) (hash(x)=5413904)
|
| 485 |
+
463 train 7.504987 (lr=6.9623e-04) (hash(x)=6732924)
|
| 486 |
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464 train 7.444580 (lr=6.9512e-04) (hash(x)=6219754)
|
| 487 |
+
465 train 7.382334 (lr=6.9400e-04) (hash(x)=6839070)
|
| 488 |
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466 train 7.316649 (lr=6.9287e-04) (hash(x)=6090120)
|
| 489 |
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467 train 7.725515 (lr=6.9174e-04) (hash(x)=7115176)
|
| 490 |
+
468 train 7.465732 (lr=6.9061e-04) (hash(x)=4989299)
|
| 491 |
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469 train 7.356131 (lr=6.8947e-04) (hash(x)=7497590)
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| 492 |
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470 train 7.430796 (lr=6.8832e-04) (hash(x)=3977557)
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| 493 |
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471 train 7.400104 (lr=6.8717e-04) (hash(x)=5524165)
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| 494 |
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472 train 7.400688 (lr=6.8602e-04) (hash(x)=5124936)
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| 495 |
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473 train 7.430546 (lr=6.8486e-04) (hash(x)=5522119)
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| 496 |
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474 train 7.364988 (lr=6.8370e-04) (hash(x)=5030865)
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| 497 |
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475 train 7.427809 (lr=6.8253e-04) (hash(x)=6411783)
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| 498 |
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476 train 7.370835 (lr=6.8136e-04) (hash(x)=6581937)
|
| 499 |
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477 train 7.403676 (lr=6.8018e-04) (hash(x)=5116910)
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| 500 |
+
478 train 7.214337 (lr=6.7900e-04) (hash(x)=7353459)
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| 501 |
+
479 train 7.254469 (lr=6.7781e-04) (hash(x)=6344535)
|
| 502 |
+
480 train 7.572206 (lr=6.7662e-04) (hash(x)=5840169)
|
| 503 |
+
481 train 7.377628 (lr=6.7542e-04) (hash(x)=6754290)
|
| 504 |
+
482 train 7.576836 (lr=6.7422e-04) (hash(x)=6484573)
|
| 505 |
+
483 train 7.267538 (lr=6.7302e-04) (hash(x)=5260125)
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| 506 |
+
484 train 7.306373 (lr=6.7181e-04) (hash(x)=4881179)
|
| 507 |
+
485 train 7.380256 (lr=6.7059e-04) (hash(x)=5001634)
|
| 508 |
+
486 train 7.321090 (lr=6.6937e-04) (hash(x)=7424810)
|
| 509 |
+
487 train 7.167312 (lr=6.6815e-04) (hash(x)=5176431)
|
| 510 |
+
488 train 7.294439 (lr=6.6692e-04) (hash(x)=5421624)
|
| 511 |
+
489 train 7.315212 (lr=6.6569e-04) (hash(x)=5674439)
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| 512 |
+
490 train 7.254185 (lr=6.6446e-04) (hash(x)=5819157)
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| 513 |
+
491 train 7.436361 (lr=6.6322e-04) (hash(x)=6506856)
|
| 514 |
+
492 train 7.250735 (lr=6.6197e-04) (hash(x)=6119124)
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| 515 |
+
493 train 7.498211 (lr=6.6072e-04) (hash(x)=6241669)
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| 516 |
+
494 train 7.105004 (lr=6.5947e-04) (hash(x)=4992756)
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| 517 |
+
495 train 7.543459 (lr=6.5821e-04) (hash(x)=7277927)
|
| 518 |
+
496 train 7.461330 (lr=6.5695e-04) (hash(x)=6622097)
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| 519 |
+
497 train 7.564340 (lr=6.5568e-04) (hash(x)=7026582)
|
| 520 |
+
498 train 7.485524 (lr=6.5441e-04) (hash(x)=5840987)
|
| 521 |
+
499 train 7.201328 (lr=6.5314e-04) (hash(x)=4351074)
|
| 522 |
+
500 val loss 7.4345
|
| 523 |
+
500 val perplexity 1693.4774
|
| 524 |
+
500 train 7.340623 (lr=6.5186e-04) (hash(x)=7301477)
|
| 525 |
+
501 train 7.541590 (lr=6.5058e-04) (hash(x)=6264167)
|
| 526 |
+
502 train 7.303625 (lr=6.4929e-04) (hash(x)=4673363)
|
| 527 |
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503 train 7.530320 (lr=6.4800e-04) (hash(x)=6332240)
|
| 528 |
+
504 train 7.442071 (lr=6.4670e-04) (hash(x)=5093790)
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| 529 |
+
505 train 7.594797 (lr=6.4540e-04) (hash(x)=6890713)
|
| 530 |
+
506 train 7.352987 (lr=6.4410e-04) (hash(x)=6042691)
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| 531 |
+
507 train 7.477703 (lr=6.4280e-04) (hash(x)=7080746)
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| 532 |
+
508 train 7.501744 (lr=6.4148e-04) (hash(x)=7609207)
|
| 533 |
+
509 train 7.310081 (lr=6.4017e-04) (hash(x)=4591273)
|
| 534 |
+
510 train 7.454575 (lr=6.3885e-04) (hash(x)=8183111)
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| 535 |
+
511 train 7.718560 (lr=6.3753e-04) (hash(x)=5893095)
|
| 536 |
+
512 train 7.497441 (lr=6.3620e-04) (hash(x)=5709077)
|
| 537 |
+
513 train 7.461885 (lr=6.3487e-04) (hash(x)=6218715)
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| 538 |
+
514 train 7.344151 (lr=6.3354e-04) (hash(x)=4722188)
|
| 539 |
+
515 train 7.250729 (lr=6.3220e-04) (hash(x)=6313422)
|
| 540 |
+
516 train 7.400622 (lr=6.3086e-04) (hash(x)=6350660)
|
| 541 |
+
517 train 7.446066 (lr=6.2952e-04) (hash(x)=5371913)
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| 542 |
+
518 train 7.563063 (lr=6.2817e-04) (hash(x)=6283595)
|
| 543 |
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519 train 7.579663 (lr=6.2681e-04) (hash(x)=6179167)
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| 544 |
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520 train 7.450664 (lr=6.2546e-04) (hash(x)=7865194)
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| 545 |
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521 train 7.640111 (lr=6.2410e-04) (hash(x)=4883760)
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| 546 |
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522 train 7.438840 (lr=6.2274e-04) (hash(x)=5769286)
|
| 547 |
+
523 train 7.445566 (lr=6.2137e-04) (hash(x)=6309912)
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| 548 |
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524 train 7.431752 (lr=6.2000e-04) (hash(x)=7490849)
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| 549 |
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525 train 7.419092 (lr=6.1863e-04) (hash(x)=5631134)
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| 550 |
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526 train 7.431568 (lr=6.1725e-04) (hash(x)=4754560)
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| 551 |
+
527 train 7.384674 (lr=6.1587e-04) (hash(x)=5448702)
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| 552 |
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528 train 7.570445 (lr=6.1449e-04) (hash(x)=7168842)
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| 553 |
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529 train 7.561579 (lr=6.1310e-04) (hash(x)=7469195)
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| 554 |
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530 train 7.382328 (lr=6.1171e-04) (hash(x)=5479500)
|
| 555 |
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531 train 7.555226 (lr=6.1031e-04) (hash(x)=5634177)
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| 556 |
+
532 train 7.403822 (lr=6.0892e-04) (hash(x)=9779982)
|
| 557 |
+
533 train 7.353205 (lr=6.0752e-04) (hash(x)=3641890)
|
| 558 |
+
534 train 7.455035 (lr=6.0611e-04) (hash(x)=7994103)
|
| 559 |
+
535 train 7.453609 (lr=6.0471e-04) (hash(x)=5358547)
|
| 560 |
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536 train 7.431534 (lr=6.0330e-04) (hash(x)=6797424)
|
| 561 |
+
537 train 7.487229 (lr=6.0188e-04) (hash(x)=4876580)
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| 562 |
+
538 train 7.331033 (lr=6.0047e-04) (hash(x)=4867629)
|
| 563 |
+
539 train 7.445199 (lr=5.9905e-04) (hash(x)=6601967)
|
| 564 |
+
540 train 7.397231 (lr=5.9762e-04) (hash(x)=5480657)
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| 565 |
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541 train 7.452838 (lr=5.9620e-04) (hash(x)=7127346)
|
| 566 |
+
542 train 7.567822 (lr=5.9477e-04) (hash(x)=7224794)
|
| 567 |
+
543 train 7.441413 (lr=5.9334e-04) (hash(x)=5967252)
|
| 568 |
+
544 train 7.551286 (lr=5.9190e-04) (hash(x)=7415262)
|
| 569 |
+
545 train 7.436929 (lr=5.9047e-04) (hash(x)=6522544)
|
| 570 |
+
546 train 7.471183 (lr=5.8903e-04) (hash(x)=5181640)
|
| 571 |
+
547 train 7.404430 (lr=5.8758e-04) (hash(x)=5916880)
|
| 572 |
+
548 train 7.387734 (lr=5.8614e-04) (hash(x)=5620397)
|
| 573 |
+
549 train 7.451409 (lr=5.8469e-04) (hash(x)=5994970)
|
| 574 |
+
550 val loss 7.5364
|
| 575 |
+
550 val perplexity 1875.0897
|
| 576 |
+
550 train 7.521690 (lr=5.8323e-04) (hash(x)=6532717)
|
| 577 |
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568 train 7.536008 (lr=5.5666e-04) (hash(x)=5561493)
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594 train 7.469808 (lr=5.1702e-04) (hash(x)=6554415)
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599 train 7.640202 (lr=5.0926e-04) (hash(x)=7243339)
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600 val loss 7.5766
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| 627 |
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600 val perplexity 1952.0062
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| 628 |
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601 train 7.756603 (lr=5.0615e-04) (hash(x)=5819281)
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602 train 7.500884 (lr=5.0459e-04) (hash(x)=7285909)
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605 train 7.664170 (lr=4.9991e-04) (hash(x)=5208573)
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606 train 7.755271 (lr=4.9835e-04) (hash(x)=5976779)
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607 train 7.574374 (lr=4.9679e-04) (hash(x)=5921767)
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608 train 7.631646 (lr=4.9522e-04) (hash(x)=6596032)
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609 train 7.660711 (lr=4.9366e-04) (hash(x)=5428058)
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610 train 7.591249 (lr=4.9209e-04) (hash(x)=5748050)
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612 train 7.675171 (lr=4.8895e-04) (hash(x)=5638644)
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613 train 7.600860 (lr=4.8738e-04) (hash(x)=7317623)
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614 train 7.638929 (lr=4.8581e-04) (hash(x)=5254932)
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615 train 7.712118 (lr=4.8424e-04) (hash(x)=4945141)
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616 train 7.626518 (lr=4.8267e-04) (hash(x)=7093994)
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617 train 7.581876 (lr=4.8109e-04) (hash(x)=7511894)
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618 train 7.554394 (lr=4.7952e-04) (hash(x)=6706832)
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619 train 7.499073 (lr=4.7795e-04) (hash(x)=6175371)
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620 train 7.570307 (lr=4.7637e-04) (hash(x)=7089897)
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621 train 7.557417 (lr=4.7479e-04) (hash(x)=6828202)
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622 train 7.847225 (lr=4.7322e-04) (hash(x)=7095301)
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623 train 7.600407 (lr=4.7164e-04) (hash(x)=5652191)
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624 train 7.612131 (lr=4.7006e-04) (hash(x)=7336431)
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625 train 7.613230 (lr=4.6848e-04) (hash(x)=6426339)
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626 train 7.718176 (lr=4.6690e-04) (hash(x)=5874982)
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627 train 7.662855 (lr=4.6532e-04) (hash(x)=6978359)
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628 train 7.419153 (lr=4.6374e-04) (hash(x)=4438173)
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629 train 7.501123 (lr=4.6216e-04) (hash(x)=6475356)
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630 train 7.705752 (lr=4.6058e-04) (hash(x)=5030069)
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631 train 7.476147 (lr=4.5900e-04) (hash(x)=6507939)
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632 train 7.504259 (lr=4.5742e-04) (hash(x)=6373406)
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633 train 7.642270 (lr=4.5583e-04) (hash(x)=6623130)
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634 train 7.569536 (lr=4.5425e-04) (hash(x)=6276741)
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635 train 7.462178 (lr=4.5267e-04) (hash(x)=7169874)
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636 train 7.519847 (lr=4.5109e-04) (hash(x)=4947348)
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637 train 7.601785 (lr=4.4950e-04) (hash(x)=7407715)
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638 train 7.690968 (lr=4.4792e-04) (hash(x)=5453341)
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639 train 7.503454 (lr=4.4634e-04) (hash(x)=6520161)
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| 668 |
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640 train 7.568887 (lr=4.4475e-04) (hash(x)=6011882)
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| 669 |
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641 train 7.524736 (lr=4.4317e-04) (hash(x)=5573372)
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| 670 |
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642 train 7.706033 (lr=4.4158e-04) (hash(x)=5344827)
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643 train 7.758078 (lr=4.4000e-04) (hash(x)=6127887)
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| 672 |
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644 train 7.533940 (lr=4.3842e-04) (hash(x)=6052304)
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| 673 |
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645 train 7.523339 (lr=4.3683e-04) (hash(x)=7039733)
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| 674 |
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646 train 7.604224 (lr=4.3525e-04) (hash(x)=7746451)
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647 train 7.773371 (lr=4.3366e-04) (hash(x)=7694373)
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648 train 7.684050 (lr=4.3208e-04) (hash(x)=6911004)
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| 677 |
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649 train 7.593968 (lr=4.3050e-04) (hash(x)=8055224)
|
| 678 |
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650 val loss 7.5403
|
| 679 |
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650 val perplexity 1882.3513
|
| 680 |
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650 train 7.619267 (lr=4.2891e-04) (hash(x)=7060476)
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651 train 7.578489 (lr=4.2733e-04) (hash(x)=6002317)
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652 train 7.588496 (lr=4.2575e-04) (hash(x)=6524390)
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653 train 7.595119 (lr=4.2417e-04) (hash(x)=8331083)
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654 train 7.621775 (lr=4.2258e-04) (hash(x)=7084852)
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655 train 7.548296 (lr=4.2100e-04) (hash(x)=6190174)
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656 train 7.515909 (lr=4.1942e-04) (hash(x)=5601780)
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657 train 7.655635 (lr=4.1784e-04) (hash(x)=4764034)
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658 train 7.549284 (lr=4.1626e-04) (hash(x)=6361606)
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659 train 7.531516 (lr=4.1468e-04) (hash(x)=5697877)
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660 train 7.583778 (lr=4.1310e-04) (hash(x)=6249793)
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662 train 7.640082 (lr=4.0994e-04) (hash(x)=8203076)
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663 train 7.401597 (lr=4.0836e-04) (hash(x)=5290019)
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664 train 7.453696 (lr=4.0678e-04) (hash(x)=6278399)
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665 train 7.536967 (lr=4.0521e-04) (hash(x)=5709192)
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666 train 7.619995 (lr=4.0363e-04) (hash(x)=5660292)
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667 train 7.582291 (lr=4.0205e-04) (hash(x)=5563697)
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668 train 7.569189 (lr=4.0048e-04) (hash(x)=6325245)
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| 699 |
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669 train 7.566551 (lr=3.9891e-04) (hash(x)=6259741)
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| 700 |
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670 train 7.687680 (lr=3.9733e-04) (hash(x)=6238355)
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671 train 7.637065 (lr=3.9576e-04) (hash(x)=7778802)
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672 train 7.574772 (lr=3.9419e-04) (hash(x)=6283496)
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673 train 7.647129 (lr=3.9262e-04) (hash(x)=5325614)
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675 train 7.512283 (lr=3.8948e-04) (hash(x)=5203215)
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676 train 7.588980 (lr=3.8791e-04) (hash(x)=4893030)
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677 train 7.534074 (lr=3.8634e-04) (hash(x)=7595573)
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678 train 7.620516 (lr=3.8478e-04) (hash(x)=7188575)
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679 train 7.625021 (lr=3.8321e-04) (hash(x)=6858739)
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680 train 7.526333 (lr=3.8165e-04) (hash(x)=7157032)
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681 train 7.630484 (lr=3.8009e-04) (hash(x)=5871492)
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682 train 7.502760 (lr=3.7853e-04) (hash(x)=5636927)
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683 train 7.478837 (lr=3.7697e-04) (hash(x)=6135391)
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684 train 7.573928 (lr=3.7541e-04) (hash(x)=3351432)
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685 train 7.546045 (lr=3.7385e-04) (hash(x)=6781160)
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686 train 7.584134 (lr=3.7229e-04) (hash(x)=5824767)
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687 train 7.584021 (lr=3.7074e-04) (hash(x)=4512723)
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688 train 7.529224 (lr=3.6918e-04) (hash(x)=4600884)
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689 train 7.438166 (lr=3.6763e-04) (hash(x)=5079210)
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690 train 7.516575 (lr=3.6608e-04) (hash(x)=4671963)
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691 train 7.379745 (lr=3.6453e-04) (hash(x)=4169508)
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692 train 7.645580 (lr=3.6298e-04) (hash(x)=5341676)
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693 train 7.423436 (lr=3.6144e-04) (hash(x)=7593391)
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| 724 |
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694 train 7.550332 (lr=3.5989e-04) (hash(x)=6723106)
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695 train 7.653798 (lr=3.5835e-04) (hash(x)=5136994)
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696 train 7.613504 (lr=3.5681e-04) (hash(x)=6571636)
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697 train 7.619715 (lr=3.5527e-04) (hash(x)=6975234)
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698 train 7.436259 (lr=3.5373e-04) (hash(x)=4868479)
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| 729 |
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699 train 7.762106 (lr=3.5219e-04) (hash(x)=7086593)
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| 730 |
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700 val loss 7.5435
|
| 731 |
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700 val perplexity 1888.4423
|
| 732 |
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700 train 7.594830 (lr=3.5066e-04) (hash(x)=6870808)
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701 train 7.889438 (lr=3.4912e-04) (hash(x)=7186398)
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702 train 7.665181 (lr=3.4759e-04) (hash(x)=4907570)
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703 train 7.535140 (lr=3.4606e-04) (hash(x)=5812649)
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704 train 7.564381 (lr=3.4453e-04) (hash(x)=6577447)
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705 train 7.514263 (lr=3.4301e-04) (hash(x)=5923453)
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706 train 7.762703 (lr=3.4148e-04) (hash(x)=7282962)
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707 train 7.457568 (lr=3.3996e-04) (hash(x)=4767725)
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708 train 7.482709 (lr=3.3844e-04) (hash(x)=6894202)
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709 train 7.972928 (lr=3.3692e-04) (hash(x)=4904377)
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710 train 7.522717 (lr=3.3540e-04) (hash(x)=5810443)
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711 train 7.601889 (lr=3.3389e-04) (hash(x)=5193944)
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712 train 7.542549 (lr=3.3238e-04) (hash(x)=5188803)
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713 train 7.551065 (lr=3.3087e-04) (hash(x)=7235549)
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714 train 7.701838 (lr=3.2936e-04) (hash(x)=5692576)
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715 train 7.635889 (lr=3.2785e-04) (hash(x)=5103770)
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716 train 7.594498 (lr=3.2635e-04) (hash(x)=6084786)
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726 train 7.600758 (lr=3.1143e-04) (hash(x)=6831170)
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729 train 7.719101 (lr=3.0700e-04) (hash(x)=5588514)
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732 train 7.725621 (lr=3.0260e-04) (hash(x)=8398209)
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735 train 7.608679 (lr=2.9822e-04) (hash(x)=7053352)
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741 train 7.608720 (lr=2.8953e-04) (hash(x)=5741690)
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742 train 7.734529 (lr=2.8810e-04) (hash(x)=5420426)
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743 train 7.538952 (lr=2.8666e-04) (hash(x)=5808766)
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744 train 7.522714 (lr=2.8523e-04) (hash(x)=7533322)
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746 train 7.676644 (lr=2.8238e-04) (hash(x)=6207170)
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747 train 7.656901 (lr=2.8095e-04) (hash(x)=5811552)
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748 train 7.592969 (lr=2.7953e-04) (hash(x)=4540607)
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749 train 7.471862 (lr=2.7812e-04) (hash(x)=5599396)
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| 782 |
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750 val loss 7.5669
|
| 783 |
+
750 val perplexity 1933.0872
|
| 784 |
+
750 train 7.470884 (lr=2.7670e-04) (hash(x)=6180984)
|
| 785 |
+
751 train 7.634400 (lr=2.7529e-04) (hash(x)=6519152)
|
| 786 |
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752 train 7.590250 (lr=2.7389e-04) (hash(x)=9018585)
|
| 787 |
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753 train 7.648584 (lr=2.7248e-04) (hash(x)=5988202)
|
| 788 |
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754 train 7.660338 (lr=2.7108e-04) (hash(x)=7243449)
|
| 789 |
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755 train 7.485209 (lr=2.6969e-04) (hash(x)=4377360)
|
| 790 |
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756 train 7.573912 (lr=2.6829e-04) (hash(x)=5928295)
|
| 791 |
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757 train 7.528889 (lr=2.6690e-04) (hash(x)=4996189)
|
| 792 |
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758 train 7.556436 (lr=2.6551e-04) (hash(x)=6829435)
|
| 793 |
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759 train 7.637048 (lr=2.6413e-04) (hash(x)=6929283)
|
| 794 |
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760 train 7.717125 (lr=2.6275e-04) (hash(x)=7733662)
|
| 795 |
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761 train 7.672530 (lr=2.6137e-04) (hash(x)=5975918)
|
| 796 |
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762 train 7.542972 (lr=2.6000e-04) (hash(x)=5566111)
|
| 797 |
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763 train 7.625130 (lr=2.5863e-04) (hash(x)=7407511)
|
| 798 |
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764 train 7.557744 (lr=2.5726e-04) (hash(x)=5896879)
|
| 799 |
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765 train 7.522753 (lr=2.5590e-04) (hash(x)=5569196)
|
| 800 |
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766 train 7.716023 (lr=2.5454e-04) (hash(x)=6235218)
|
| 801 |
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767 train 7.649037 (lr=2.5319e-04) (hash(x)=7467630)
|
| 802 |
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768 train 7.633235 (lr=2.5183e-04) (hash(x)=5268563)
|
| 803 |
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769 train 7.809764 (lr=2.5048e-04) (hash(x)=5915215)
|
| 804 |
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770 train 7.636974 (lr=2.4914e-04) (hash(x)=5439067)
|
| 805 |
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771 train 7.587815 (lr=2.4780e-04) (hash(x)=6167203)
|
| 806 |
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772 train 7.648864 (lr=2.4646e-04) (hash(x)=4940526)
|
| 807 |
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773 train 7.692421 (lr=2.4513e-04) (hash(x)=5897107)
|
| 808 |
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774 train 7.550602 (lr=2.4380e-04) (hash(x)=6780557)
|
| 809 |
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775 train 7.648821 (lr=2.4247e-04) (hash(x)=7566733)
|
| 810 |
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776 train 7.772978 (lr=2.4115e-04) (hash(x)=7939982)
|
| 811 |
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777 train 7.545461 (lr=2.3983e-04) (hash(x)=6447254)
|
| 812 |
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778 train 7.529480 (lr=2.3852e-04) (hash(x)=5525831)
|
| 813 |
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779 train 7.470535 (lr=2.3720e-04) (hash(x)=5059170)
|
| 814 |
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780 train 7.568174 (lr=2.3590e-04) (hash(x)=7485229)
|
| 815 |
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781 train 7.679751 (lr=2.3460e-04) (hash(x)=5955219)
|
| 816 |
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782 train 7.548208 (lr=2.3330e-04) (hash(x)=6625876)
|
| 817 |
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783 train 7.839372 (lr=2.3200e-04) (hash(x)=7141085)
|
| 818 |
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784 train 7.850155 (lr=2.3071e-04) (hash(x)=5777157)
|
| 819 |
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785 train 7.506167 (lr=2.2942e-04) (hash(x)=6236468)
|
| 820 |
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786 train 7.354688 (lr=2.2814e-04) (hash(x)=5381032)
|
| 821 |
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787 train 7.533047 (lr=2.2686e-04) (hash(x)=6733716)
|
| 822 |
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788 train 7.781629 (lr=2.2559e-04) (hash(x)=7073122)
|
| 823 |
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789 train 7.737010 (lr=2.2432e-04) (hash(x)=7622163)
|
| 824 |
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790 train 7.787405 (lr=2.2305e-04) (hash(x)=6866834)
|
| 825 |
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791 train 7.729915 (lr=2.2179e-04) (hash(x)=7008739)
|
| 826 |
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792 train 7.652678 (lr=2.2053e-04) (hash(x)=7839835)
|
| 827 |
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793 train 7.538663 (lr=2.1928e-04) (hash(x)=5313637)
|
| 828 |
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794 train 7.699767 (lr=2.1803e-04) (hash(x)=6410359)
|
| 829 |
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795 train 7.549256 (lr=2.1678e-04) (hash(x)=5721008)
|
| 830 |
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796 train 7.570126 (lr=2.1554e-04) (hash(x)=6137936)
|
| 831 |
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797 train 7.436895 (lr=2.1431e-04) (hash(x)=6881406)
|
| 832 |
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798 train 7.639191 (lr=2.1308e-04) (hash(x)=6088931)
|
| 833 |
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799 train 7.654595 (lr=2.1185e-04) (hash(x)=5689728)
|
| 834 |
+
800 val loss 7.5694
|
| 835 |
+
800 val perplexity 1937.9481
|
| 836 |
+
800 train 7.699054 (lr=2.1063e-04) (hash(x)=5800778)
|
| 837 |
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801 train 7.616796 (lr=2.0941e-04) (hash(x)=4419021)
|
| 838 |
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802 train 7.570331 (lr=2.0819e-04) (hash(x)=5544294)
|
| 839 |
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803 train 7.629237 (lr=2.0698e-04) (hash(x)=5663946)
|
| 840 |
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804 train 7.556306 (lr=2.0578e-04) (hash(x)=4573911)
|
| 841 |
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805 train 7.495501 (lr=2.0458e-04) (hash(x)=5879465)
|
| 842 |
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806 train 7.587636 (lr=2.0338e-04) (hash(x)=5641517)
|
| 843 |
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807 train 7.739289 (lr=2.0219e-04) (hash(x)=6390336)
|
| 844 |
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808 train 7.626567 (lr=2.0100e-04) (hash(x)=8412819)
|
| 845 |
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809 train 7.741934 (lr=1.9982e-04) (hash(x)=7005536)
|
| 846 |
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810 train 7.492167 (lr=1.9864e-04) (hash(x)=6630048)
|
| 847 |
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811 train 7.613661 (lr=1.9747e-04) (hash(x)=7267424)
|
| 848 |
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812 train 7.537196 (lr=1.9630e-04) (hash(x)=6497645)
|
| 849 |
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813 train 7.475287 (lr=1.9514e-04) (hash(x)=5498697)
|
| 850 |
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814 train 7.564942 (lr=1.9398e-04) (hash(x)=6323524)
|
| 851 |
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815 train 7.520209 (lr=1.9283e-04) (hash(x)=6529460)
|
| 852 |
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816 train 7.392698 (lr=1.9168e-04) (hash(x)=5498587)
|
| 853 |
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817 train 7.558104 (lr=1.9053e-04) (hash(x)=6828893)
|
| 854 |
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818 train 7.670970 (lr=1.8939e-04) (hash(x)=6591055)
|
| 855 |
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819 train 7.529550 (lr=1.8826e-04) (hash(x)=6739572)
|
| 856 |
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820 train 7.538704 (lr=1.8713e-04) (hash(x)=5614231)
|
| 857 |
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821 train 7.594312 (lr=1.8600e-04) (hash(x)=5462474)
|
| 858 |
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822 train 7.572201 (lr=1.8488e-04) (hash(x)=5906742)
|
| 859 |
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823 train 7.656599 (lr=1.8377e-04) (hash(x)=8249268)
|
| 860 |
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824 train 7.658707 (lr=1.8266e-04) (hash(x)=4886590)
|
| 861 |
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825 train 7.435260 (lr=1.8155e-04) (hash(x)=6736150)
|
| 862 |
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826 train 7.547906 (lr=1.8045e-04) (hash(x)=6601014)
|
| 863 |
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827 train 7.618305 (lr=1.7936e-04) (hash(x)=8283020)
|
| 864 |
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828 train 7.575827 (lr=1.7827e-04) (hash(x)=6526568)
|
| 865 |
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829 train 7.655956 (lr=1.7718e-04) (hash(x)=6609259)
|
| 866 |
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830 train 7.526250 (lr=1.7610e-04) (hash(x)=6079648)
|
| 867 |
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831 train 7.513031 (lr=1.7503e-04) (hash(x)=6607178)
|
| 868 |
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832 train 7.590842 (lr=1.7396e-04) (hash(x)=6815798)
|
| 869 |
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833 train 7.819019 (lr=1.7289e-04) (hash(x)=7277017)
|
| 870 |
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834 train 7.514294 (lr=1.7183e-04) (hash(x)=5326415)
|
| 871 |
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835 train 7.571322 (lr=1.7078e-04) (hash(x)=4215944)
|
| 872 |
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836 train 7.645205 (lr=1.6973e-04) (hash(x)=4689010)
|
| 873 |
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837 train 7.602386 (lr=1.6869e-04) (hash(x)=5690469)
|
| 874 |
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838 train 7.492938 (lr=1.6765e-04) (hash(x)=6699212)
|
| 875 |
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839 train 7.486357 (lr=1.6661e-04) (hash(x)=5494876)
|
| 876 |
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840 train 7.850960 (lr=1.6559e-04) (hash(x)=10756054)
|
| 877 |
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841 train 7.528389 (lr=1.6456e-04) (hash(x)=6553219)
|
| 878 |
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842 train 7.372905 (lr=1.6355e-04) (hash(x)=7323893)
|
| 879 |
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843 train 7.828763 (lr=1.6253e-04) (hash(x)=5481970)
|
| 880 |
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844 train 7.646289 (lr=1.6153e-04) (hash(x)=6102855)
|
| 881 |
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845 train 7.595944 (lr=1.6053e-04) (hash(x)=6889406)
|
| 882 |
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846 train 7.642897 (lr=1.5953e-04) (hash(x)=4468013)
|
| 883 |
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847 train 7.456985 (lr=1.5854e-04) (hash(x)=6621321)
|
| 884 |
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848 train 7.597471 (lr=1.5756e-04) (hash(x)=6185717)
|
| 885 |
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849 train 7.491279 (lr=1.5658e-04) (hash(x)=5594828)
|
| 886 |
+
850 val loss 7.5465
|
| 887 |
+
850 val perplexity 1894.0236
|
| 888 |
+
850 train 7.604753 (lr=1.5560e-04) (hash(x)=6530853)
|
| 889 |
+
851 train 7.543923 (lr=1.5463e-04) (hash(x)=5688551)
|
| 890 |
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852 train 7.648221 (lr=1.5367e-04) (hash(x)=6979027)
|
| 891 |
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853 train 7.537507 (lr=1.5271e-04) (hash(x)=6065040)
|
| 892 |
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854 train 7.496067 (lr=1.5176e-04) (hash(x)=6836310)
|
| 893 |
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855 train 7.564645 (lr=1.5082e-04) (hash(x)=4871742)
|
| 894 |
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856 train 7.477651 (lr=1.4988e-04) (hash(x)=7461300)
|
| 895 |
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857 train 7.612236 (lr=1.4894e-04) (hash(x)=5073610)
|
| 896 |
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858 train 7.540531 (lr=1.4801e-04) (hash(x)=6725326)
|
| 897 |
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859 train 7.656981 (lr=1.4709e-04) (hash(x)=6114900)
|
| 898 |
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860 train 7.639676 (lr=1.4617e-04) (hash(x)=5249155)
|
| 899 |
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861 train 7.636175 (lr=1.4526e-04) (hash(x)=8179785)
|
| 900 |
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862 train 7.542575 (lr=1.4435e-04) (hash(x)=5588627)
|
| 901 |
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863 train 7.563974 (lr=1.4345e-04) (hash(x)=7084451)
|
| 902 |
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864 train 7.760869 (lr=1.4255e-04) (hash(x)=7478960)
|
| 903 |
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865 train 7.620910 (lr=1.4166e-04) (hash(x)=5609947)
|
| 904 |
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866 train 7.596589 (lr=1.4078e-04) (hash(x)=5741827)
|
| 905 |
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867 train 7.565795 (lr=1.3990e-04) (hash(x)=3359718)
|
| 906 |
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868 train 7.474165 (lr=1.3903e-04) (hash(x)=5480813)
|
| 907 |
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869 train 7.559143 (lr=1.3816e-04) (hash(x)=4774534)
|
| 908 |
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870 train 7.646445 (lr=1.3730e-04) (hash(x)=5895917)
|
| 909 |
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871 train 7.514635 (lr=1.3645e-04) (hash(x)=4902539)
|
| 910 |
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872 train 7.577642 (lr=1.3560e-04) (hash(x)=5734618)
|
| 911 |
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873 train 7.517354 (lr=1.3476e-04) (hash(x)=7086920)
|
| 912 |
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874 train 7.754157 (lr=1.3392e-04) (hash(x)=5338668)
|
| 913 |
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875 train 7.957647 (lr=1.3309e-04) (hash(x)=5238889)
|
| 914 |
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876 train 7.488467 (lr=1.3227e-04) (hash(x)=6244468)
|
| 915 |
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877 train 7.530331 (lr=1.3145e-04) (hash(x)=6715860)
|
| 916 |
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878 train 7.642595 (lr=1.3063e-04) (hash(x)=6216047)
|
| 917 |
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879 train 7.621879 (lr=1.2983e-04) (hash(x)=6565285)
|
| 918 |
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880 train 7.569536 (lr=1.2903e-04) (hash(x)=5257335)
|
| 919 |
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881 train 7.569623 (lr=1.2823e-04) (hash(x)=6474071)
|
| 920 |
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882 train 7.612330 (lr=1.2744e-04) (hash(x)=5705620)
|
| 921 |
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883 train 7.516779 (lr=1.2666e-04) (hash(x)=7193697)
|
| 922 |
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884 train 7.593920 (lr=1.2588e-04) (hash(x)=6264039)
|
| 923 |
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885 train 7.585778 (lr=1.2511e-04) (hash(x)=6303643)
|
| 924 |
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886 train 7.519769 (lr=1.2435e-04) (hash(x)=6120402)
|
| 925 |
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887 train 7.534740 (lr=1.2359e-04) (hash(x)=4158764)
|
| 926 |
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888 train 7.299137 (lr=1.2284e-04) (hash(x)=6173916)
|
| 927 |
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889 train 7.556824 (lr=1.2209e-04) (hash(x)=6211683)
|
| 928 |
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890 train 7.588429 (lr=1.2135e-04) (hash(x)=4950548)
|
| 929 |
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891 train 7.433133 (lr=1.2062e-04) (hash(x)=4885446)
|
| 930 |
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892 train 7.554171 (lr=1.1989e-04) (hash(x)=8117411)
|
| 931 |
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893 train 7.588366 (lr=1.1917e-04) (hash(x)=7446434)
|
| 932 |
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894 train 7.481071 (lr=1.1845e-04) (hash(x)=5371870)
|
| 933 |
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895 train 7.447979 (lr=1.1774e-04) (hash(x)=5022800)
|
| 934 |
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896 train 7.460223 (lr=1.1704e-04) (hash(x)=5666758)
|
| 935 |
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897 train 7.444650 (lr=1.1634e-04) (hash(x)=5872751)
|
| 936 |
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898 train 7.886844 (lr=1.1565e-04) (hash(x)=8428026)
|
| 937 |
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899 train 7.704290 (lr=1.1497e-04) (hash(x)=5222699)
|
| 938 |
+
900 val loss 7.5360
|
| 939 |
+
900 val perplexity 1874.3691
|
| 940 |
+
900 train 7.567203 (lr=1.1429e-04) (hash(x)=6048200)
|
| 941 |
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901 train 7.434710 (lr=1.1362e-04) (hash(x)=5125556)
|
| 942 |
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902 train 7.446784 (lr=1.1295e-04) (hash(x)=6198583)
|
| 943 |
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903 train 7.427861 (lr=1.1229e-04) (hash(x)=5112805)
|
| 944 |
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904 train 7.518618 (lr=1.1164e-04) (hash(x)=6212803)
|
| 945 |
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905 train 7.551873 (lr=1.1099e-04) (hash(x)=5642978)
|
| 946 |
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906 train 7.539564 (lr=1.1036e-04) (hash(x)=7307168)
|
| 947 |
+
907 train 7.478080 (lr=1.0972e-04) (hash(x)=6115590)
|
| 948 |
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908 train 7.395474 (lr=1.0909e-04) (hash(x)=7014937)
|
| 949 |
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909 train 7.720736 (lr=1.0847e-04) (hash(x)=6374852)
|
| 950 |
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910 train 7.478175 (lr=1.0786e-04) (hash(x)=5780051)
|
| 951 |
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911 train 7.515276 (lr=1.0725e-04) (hash(x)=4762818)
|
| 952 |
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912 train 7.367507 (lr=1.0665e-04) (hash(x)=6585420)
|
| 953 |
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913 train 7.656269 (lr=1.0606e-04) (hash(x)=6291590)
|
| 954 |
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914 train 7.710505 (lr=1.0547e-04) (hash(x)=5941561)
|
| 955 |
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915 train 7.522068 (lr=1.0489e-04) (hash(x)=6824617)
|
| 956 |
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916 train 7.601200 (lr=1.0431e-04) (hash(x)=5763341)
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| 957 |
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917 train 7.625293 (lr=1.0374e-04) (hash(x)=6030150)
|
| 958 |
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918 train 7.545836 (lr=1.0318e-04) (hash(x)=5325490)
|
| 959 |
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919 train 7.575538 (lr=1.0262e-04) (hash(x)=6373236)
|
| 960 |
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920 train 7.575417 (lr=1.0207e-04) (hash(x)=6189151)
|
| 961 |
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921 train 7.535617 (lr=1.0153e-04) (hash(x)=6645157)
|
| 962 |
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922 train 7.543871 (lr=1.0099e-04) (hash(x)=6478394)
|
| 963 |
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923 train 7.666284 (lr=1.0046e-04) (hash(x)=5615918)
|
| 964 |
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924 train 7.567281 (lr=9.9941e-05) (hash(x)=6376988)
|
| 965 |
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925 train 7.598716 (lr=9.9425e-05) (hash(x)=5456350)
|
| 966 |
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926 train 7.626200 (lr=9.8915e-05) (hash(x)=5491217)
|
| 967 |
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927 train 7.442505 (lr=9.8411e-05) (hash(x)=6871163)
|
| 968 |
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928 train 7.462374 (lr=9.7915e-05) (hash(x)=7003708)
|
| 969 |
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929 train 7.563483 (lr=9.7424e-05) (hash(x)=7271154)
|
| 970 |
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930 train 7.542067 (lr=9.6941e-05) (hash(x)=5378966)
|
| 971 |
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931 train 7.527862 (lr=9.6464e-05) (hash(x)=5912082)
|
| 972 |
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932 train 7.435543 (lr=9.5994e-05) (hash(x)=5199606)
|
| 973 |
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933 train 7.481464 (lr=9.5530e-05) (hash(x)=5195464)
|
| 974 |
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934 train 7.430543 (lr=9.5073e-05) (hash(x)=7534052)
|
| 975 |
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935 train 7.438519 (lr=9.4623e-05) (hash(x)=6594135)
|
| 976 |
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936 train 7.518635 (lr=9.4180e-05) (hash(x)=6782051)
|
| 977 |
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937 train 7.622554 (lr=9.3743e-05) (hash(x)=6485577)
|
| 978 |
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938 train 7.572618 (lr=9.3313e-05) (hash(x)=6356813)
|
| 979 |
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939 train 7.471385 (lr=9.2889e-05) (hash(x)=6903068)
|
| 980 |
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940 train 7.529856 (lr=9.2473e-05) (hash(x)=6200862)
|
| 981 |
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941 train 7.544037 (lr=9.2063e-05) (hash(x)=5873929)
|
| 982 |
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942 train 7.543595 (lr=9.1659e-05) (hash(x)=5624440)
|
| 983 |
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943 train 7.528181 (lr=9.1263e-05) (hash(x)=7166972)
|
| 984 |
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944 train 7.639604 (lr=9.0873e-05) (hash(x)=6973234)
|
| 985 |
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945 train 7.460605 (lr=9.0490e-05) (hash(x)=6626956)
|
| 986 |
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946 train 7.597321 (lr=9.0114e-05) (hash(x)=5265592)
|
| 987 |
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947 train 7.341638 (lr=8.9744e-05) (hash(x)=5569439)
|
| 988 |
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948 train 7.472672 (lr=8.9382e-05) (hash(x)=4981059)
|
| 989 |
+
949 train 7.480445 (lr=8.9026e-05) (hash(x)=7488974)
|
| 990 |
+
950 val loss 7.5422
|
| 991 |
+
950 val perplexity 1886.0386
|
| 992 |
+
950 train 7.568463 (lr=8.8677e-05) (hash(x)=5160526)
|
| 993 |
+
951 train 7.497169 (lr=8.8335e-05) (hash(x)=5340877)
|
| 994 |
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952 train 7.351625 (lr=8.7999e-05) (hash(x)=6333269)
|
| 995 |
+
953 train 7.543328 (lr=8.7670e-05) (hash(x)=7205151)
|
| 996 |
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954 train 7.601792 (lr=8.7349e-05) (hash(x)=7256545)
|
| 997 |
+
955 train 7.469706 (lr=8.7034e-05) (hash(x)=6374904)
|
| 998 |
+
956 train 7.528821 (lr=8.6725e-05) (hash(x)=7124927)
|
| 999 |
+
957 train 7.485075 (lr=8.6424e-05) (hash(x)=5263132)
|
| 1000 |
+
958 train 7.662750 (lr=8.6130e-05) (hash(x)=8427208)
|
| 1001 |
+
959 train 7.471940 (lr=8.5842e-05) (hash(x)=6884232)
|
| 1002 |
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960 train 7.439706 (lr=8.5561e-05) (hash(x)=7416977)
|
| 1003 |
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961 train 7.561843 (lr=8.5287e-05) (hash(x)=6733050)
|
| 1004 |
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962 train 7.474877 (lr=8.5020e-05) (hash(x)=5251404)
|
| 1005 |
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963 train 7.587639 (lr=8.4760e-05) (hash(x)=8162997)
|
| 1006 |
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964 train 7.726987 (lr=8.4507e-05) (hash(x)=7234382)
|
| 1007 |
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965 train 7.632571 (lr=8.4260e-05) (hash(x)=6255275)
|
| 1008 |
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966 train 7.590325 (lr=8.4021e-05) (hash(x)=4874742)
|
| 1009 |
+
967 train 7.536074 (lr=8.3788e-05) (hash(x)=6303037)
|
| 1010 |
+
968 train 7.487821 (lr=8.3563e-05) (hash(x)=5002696)
|
| 1011 |
+
969 train 7.531425 (lr=8.3344e-05) (hash(x)=7636268)
|
| 1012 |
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970 train 7.504858 (lr=8.3132e-05) (hash(x)=5843590)
|
| 1013 |
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971 train 7.570895 (lr=8.2927e-05) (hash(x)=5122289)
|
| 1014 |
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972 train 7.461473 (lr=8.2729e-05) (hash(x)=5785819)
|
| 1015 |
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973 train 7.532471 (lr=8.2537e-05) (hash(x)=7350343)
|
| 1016 |
+
974 train 7.350913 (lr=8.2353e-05) (hash(x)=7612943)
|
| 1017 |
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975 train 7.612738 (lr=8.2176e-05) (hash(x)=7955067)
|
| 1018 |
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976 train 7.517225 (lr=8.2005e-05) (hash(x)=5520886)
|
| 1019 |
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977 train 7.408623 (lr=8.1842e-05) (hash(x)=5299200)
|
| 1020 |
+
978 train 7.432864 (lr=8.1685e-05) (hash(x)=7820550)
|
| 1021 |
+
979 train 7.397061 (lr=8.1536e-05) (hash(x)=3895312)
|
| 1022 |
+
980 train 7.522735 (lr=8.1393e-05) (hash(x)=4726896)
|
| 1023 |
+
981 train 7.307961 (lr=8.1257e-05) (hash(x)=5061167)
|
| 1024 |
+
982 train 7.491364 (lr=8.1128e-05) (hash(x)=7006804)
|
| 1025 |
+
983 train 7.492296 (lr=8.1007e-05) (hash(x)=7392600)
|
| 1026 |
+
984 train 7.677797 (lr=8.0892e-05) (hash(x)=7717172)
|
| 1027 |
+
985 train 7.781394 (lr=8.0784e-05) (hash(x)=5800587)
|
| 1028 |
+
986 train 7.508896 (lr=8.0683e-05) (hash(x)=5813784)
|
| 1029 |
+
987 train 7.478319 (lr=8.0589e-05) (hash(x)=5513267)
|
| 1030 |
+
988 train 7.476517 (lr=8.0502e-05) (hash(x)=7679326)
|
| 1031 |
+
989 train 7.545918 (lr=8.0422e-05) (hash(x)=4820278)
|
| 1032 |
+
990 train 7.560172 (lr=8.0348e-05) (hash(x)=5950845)
|
| 1033 |
+
991 train 7.474019 (lr=8.0282e-05) (hash(x)=6988067)
|
| 1034 |
+
992 train 7.404217 (lr=8.0223e-05) (hash(x)=4536923)
|
| 1035 |
+
993 train 7.552340 (lr=8.0171e-05) (hash(x)=6874134)
|
| 1036 |
+
994 train 7.774990 (lr=8.0125e-05) (hash(x)=7252013)
|
| 1037 |
+
995 train 7.430938 (lr=8.0087e-05) (hash(x)=6180446)
|
| 1038 |
+
996 train 7.662426 (lr=8.0056e-05) (hash(x)=5936769)
|
| 1039 |
+
997 train 7.582118 (lr=8.0031e-05) (hash(x)=5627313)
|
| 1040 |
+
998 train 7.533885 (lr=8.0014e-05) (hash(x)=7541743)
|
| 1041 |
+
999 val loss 7.5209
|
| 1042 |
+
999 val perplexity 1846.1749
|
| 1043 |
+
999 train 7.867359 (lr=8.0003e-05) (hash(x)=9812956)
|
lr8e-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:f5e1a67360050786129f8b5b4b6051a2f00394ea54da30d422df67da36fc3cb6
|
| 3 |
+
size 36163010
|
lr8e-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 sha256:6a28cb53ef695d20b89fb11f564372a82660f7f1e4f9c40f24f4510b014f7595
|
| 3 |
+
size 70764358
|