Upload folder using huggingface_hub
Browse files- lr6e-4_total_batch_size20480_seq_len128/args.json +1 -0
- lr6e-4_total_batch_size20480_seq_len128/dataloader_00999.pt +3 -0
- lr6e-4_total_batch_size20480_seq_len128/log2.txt +1043 -0
- lr6e-4_total_batch_size20480_seq_len128/model_00999.pt +3 -0
- lr6e-4_total_batch_size20480_seq_len128/optimizer_00999.pt +3 -0
lr6e-4_total_batch_size20480_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr6e-4_total_batch_size20480_seq_len128", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 20480, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0006, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr6e-4_total_batch_size20480_seq_len128/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a8513131d2bf732f8f6d97ff82d32c505b2a2f3f9f2247bac315bb09ce0e1f97
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size 964
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lr6e-4_total_batch_size20480_seq_len128/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.6870
|
| 3 |
+
0 val perplexity 119016.5000
|
| 4 |
+
0 train 11.700421 (lr=2.0979e-06) (hash(x)=5113283)
|
| 5 |
+
1 train 11.688197 (lr=4.1958e-06) (hash(x)=5534142)
|
| 6 |
+
2 train 11.689584 (lr=6.2937e-06) (hash(x)=6763231)
|
| 7 |
+
3 train 11.659691 (lr=8.3916e-06) (hash(x)=6328012)
|
| 8 |
+
4 train 11.645797 (lr=1.0490e-05) (hash(x)=7052161)
|
| 9 |
+
5 train 11.593186 (lr=1.2587e-05) (hash(x)=5556098)
|
| 10 |
+
6 train 11.556558 (lr=1.4685e-05) (hash(x)=4696943)
|
| 11 |
+
7 train 11.504883 (lr=1.6783e-05) (hash(x)=6219138)
|
| 12 |
+
8 train 11.424795 (lr=1.8881e-05) (hash(x)=6049878)
|
| 13 |
+
9 train 11.399450 (lr=2.0979e-05) (hash(x)=5491972)
|
| 14 |
+
10 train 11.321382 (lr=2.3077e-05) (hash(x)=8075458)
|
| 15 |
+
11 train 11.218025 (lr=2.5175e-05) (hash(x)=5917741)
|
| 16 |
+
12 train 11.168683 (lr=2.7273e-05) (hash(x)=5750403)
|
| 17 |
+
13 train 11.092779 (lr=2.9371e-05) (hash(x)=6112458)
|
| 18 |
+
14 train 11.031763 (lr=3.1469e-05) (hash(x)=5806490)
|
| 19 |
+
15 train 10.914715 (lr=3.3566e-05) (hash(x)=6568379)
|
| 20 |
+
16 train 10.824193 (lr=3.5664e-05) (hash(x)=7212403)
|
| 21 |
+
17 train 10.762385 (lr=3.7762e-05) (hash(x)=7386082)
|
| 22 |
+
18 train 10.689731 (lr=3.9860e-05) (hash(x)=6359743)
|
| 23 |
+
19 train 10.633512 (lr=4.1958e-05) (hash(x)=6151674)
|
| 24 |
+
20 train 10.609541 (lr=4.4056e-05) (hash(x)=7168704)
|
| 25 |
+
21 train 10.560685 (lr=4.6154e-05) (hash(x)=7859060)
|
| 26 |
+
22 train 10.487794 (lr=4.8252e-05) (hash(x)=6976239)
|
| 27 |
+
23 train 10.479760 (lr=5.0350e-05) (hash(x)=6391506)
|
| 28 |
+
24 train 10.468954 (lr=5.2448e-05) (hash(x)=5245999)
|
| 29 |
+
25 train 10.421699 (lr=5.4545e-05) (hash(x)=5985675)
|
| 30 |
+
26 train 10.332866 (lr=5.6643e-05) (hash(x)=4355733)
|
| 31 |
+
27 train 10.504283 (lr=5.8741e-05) (hash(x)=6984772)
|
| 32 |
+
28 train 10.353855 (lr=6.0839e-05) (hash(x)=6244096)
|
| 33 |
+
29 train 10.374558 (lr=6.2937e-05) (hash(x)=6603717)
|
| 34 |
+
30 train 10.280658 (lr=6.5035e-05) (hash(x)=5669522)
|
| 35 |
+
31 train 10.258889 (lr=6.7133e-05) (hash(x)=6190579)
|
| 36 |
+
32 train 10.318835 (lr=6.9231e-05) (hash(x)=4912983)
|
| 37 |
+
33 train 10.189525 (lr=7.1329e-05) (hash(x)=7276303)
|
| 38 |
+
34 train 10.252820 (lr=7.3427e-05) (hash(x)=5479947)
|
| 39 |
+
35 train 10.347001 (lr=7.5524e-05) (hash(x)=6630378)
|
| 40 |
+
36 train 10.270600 (lr=7.7622e-05) (hash(x)=8097010)
|
| 41 |
+
37 train 10.325130 (lr=7.9720e-05) (hash(x)=9989744)
|
| 42 |
+
38 train 10.191603 (lr=8.1818e-05) (hash(x)=6694932)
|
| 43 |
+
39 train 10.117285 (lr=8.3916e-05) (hash(x)=6317894)
|
| 44 |
+
40 train 10.018936 (lr=8.6014e-05) (hash(x)=5046327)
|
| 45 |
+
41 train 10.081988 (lr=8.8112e-05) (hash(x)=7947703)
|
| 46 |
+
42 train 9.935648 (lr=9.0210e-05) (hash(x)=5916068)
|
| 47 |
+
43 train 10.025830 (lr=9.2308e-05) (hash(x)=5777498)
|
| 48 |
+
44 train 9.942770 (lr=9.4406e-05) (hash(x)=5753092)
|
| 49 |
+
45 train 9.906315 (lr=9.6503e-05) (hash(x)=7723226)
|
| 50 |
+
46 train 9.879588 (lr=9.8601e-05) (hash(x)=7007016)
|
| 51 |
+
47 train 9.786048 (lr=1.0070e-04) (hash(x)=6491229)
|
| 52 |
+
48 train 9.814020 (lr=1.0280e-04) (hash(x)=6390752)
|
| 53 |
+
49 train 9.911051 (lr=1.0490e-04) (hash(x)=6019389)
|
| 54 |
+
50 val loss 9.7619
|
| 55 |
+
50 val perplexity 17359.5156
|
| 56 |
+
50 train 9.756538 (lr=1.0699e-04) (hash(x)=7662067)
|
| 57 |
+
51 train 9.734842 (lr=1.0909e-04) (hash(x)=4648609)
|
| 58 |
+
52 train 9.649823 (lr=1.1119e-04) (hash(x)=4725966)
|
| 59 |
+
53 train 9.586785 (lr=1.1329e-04) (hash(x)=5558355)
|
| 60 |
+
54 train 9.607746 (lr=1.1538e-04) (hash(x)=6524933)
|
| 61 |
+
55 train 9.544440 (lr=1.1748e-04) (hash(x)=6369326)
|
| 62 |
+
56 train 9.485706 (lr=1.1958e-04) (hash(x)=6022625)
|
| 63 |
+
57 train 9.400290 (lr=1.2168e-04) (hash(x)=4906853)
|
| 64 |
+
58 train 9.194029 (lr=1.2378e-04) (hash(x)=5589269)
|
| 65 |
+
59 train 9.299592 (lr=1.2587e-04) (hash(x)=6437376)
|
| 66 |
+
60 train 9.329102 (lr=1.2797e-04) (hash(x)=7304892)
|
| 67 |
+
61 train 9.268149 (lr=1.3007e-04) (hash(x)=7084093)
|
| 68 |
+
62 train 9.262506 (lr=1.3217e-04) (hash(x)=5908178)
|
| 69 |
+
63 train 9.017707 (lr=1.3427e-04) (hash(x)=7048804)
|
| 70 |
+
64 train 9.079869 (lr=1.3636e-04) (hash(x)=6085549)
|
| 71 |
+
65 train 9.080568 (lr=1.3846e-04) (hash(x)=5752594)
|
| 72 |
+
66 train 8.854486 (lr=1.4056e-04) (hash(x)=7662769)
|
| 73 |
+
67 train 8.702577 (lr=1.4266e-04) (hash(x)=6393520)
|
| 74 |
+
68 train 8.934906 (lr=1.4476e-04) (hash(x)=5942867)
|
| 75 |
+
69 train 8.912291 (lr=1.4685e-04) (hash(x)=6793550)
|
| 76 |
+
70 train 8.729600 (lr=1.4895e-04) (hash(x)=7105976)
|
| 77 |
+
71 train 8.747009 (lr=1.5105e-04) (hash(x)=6581348)
|
| 78 |
+
72 train 8.656689 (lr=1.5315e-04) (hash(x)=5555598)
|
| 79 |
+
73 train 8.614600 (lr=1.5524e-04) (hash(x)=6235837)
|
| 80 |
+
74 train 8.536751 (lr=1.5734e-04) (hash(x)=5591770)
|
| 81 |
+
75 train 8.758008 (lr=1.5944e-04) (hash(x)=7083021)
|
| 82 |
+
76 train 8.594731 (lr=1.6154e-04) (hash(x)=7281348)
|
| 83 |
+
77 train 8.643272 (lr=1.6364e-04) (hash(x)=6155821)
|
| 84 |
+
78 train 8.458706 (lr=1.6573e-04) (hash(x)=5736241)
|
| 85 |
+
79 train 8.366180 (lr=1.6783e-04) (hash(x)=5657123)
|
| 86 |
+
80 train 8.340291 (lr=1.6993e-04) (hash(x)=6452095)
|
| 87 |
+
81 train 8.261395 (lr=1.7203e-04) (hash(x)=5312267)
|
| 88 |
+
82 train 8.100721 (lr=1.7413e-04) (hash(x)=5434493)
|
| 89 |
+
83 train 8.352497 (lr=1.7622e-04) (hash(x)=6830813)
|
| 90 |
+
84 train 8.178012 (lr=1.7832e-04) (hash(x)=4752771)
|
| 91 |
+
85 train 8.282215 (lr=1.8042e-04) (hash(x)=6424933)
|
| 92 |
+
86 train 8.196641 (lr=1.8252e-04) (hash(x)=5786517)
|
| 93 |
+
87 train 8.275944 (lr=1.8462e-04) (hash(x)=6680023)
|
| 94 |
+
88 train 8.183519 (lr=1.8671e-04) (hash(x)=6474729)
|
| 95 |
+
89 train 8.204452 (lr=1.8881e-04) (hash(x)=7523279)
|
| 96 |
+
90 train 7.996569 (lr=1.9091e-04) (hash(x)=5508768)
|
| 97 |
+
91 train 8.188123 (lr=1.9301e-04) (hash(x)=6635925)
|
| 98 |
+
92 train 8.069695 (lr=1.9510e-04) (hash(x)=6663801)
|
| 99 |
+
93 train 8.044952 (lr=1.9720e-04) (hash(x)=5869441)
|
| 100 |
+
94 train 8.103032 (lr=1.9930e-04) (hash(x)=6698878)
|
| 101 |
+
95 train 8.019039 (lr=2.0140e-04) (hash(x)=6349004)
|
| 102 |
+
96 train 8.017328 (lr=2.0350e-04) (hash(x)=4986137)
|
| 103 |
+
97 train 7.808747 (lr=2.0559e-04) (hash(x)=6008454)
|
| 104 |
+
98 train 7.879772 (lr=2.0769e-04) (hash(x)=6550770)
|
| 105 |
+
99 train 8.014522 (lr=2.0979e-04) (hash(x)=7682741)
|
| 106 |
+
100 val loss 7.9707
|
| 107 |
+
100 val perplexity 2894.9226
|
| 108 |
+
100 train 8.070560 (lr=2.1189e-04) (hash(x)=7892158)
|
| 109 |
+
101 train 7.940425 (lr=2.1399e-04) (hash(x)=7794028)
|
| 110 |
+
102 train 7.933344 (lr=2.1608e-04) (hash(x)=7093523)
|
| 111 |
+
103 train 7.980068 (lr=2.1818e-04) (hash(x)=6166062)
|
| 112 |
+
104 train 7.918315 (lr=2.2028e-04) (hash(x)=6645781)
|
| 113 |
+
105 train 7.886864 (lr=2.2238e-04) (hash(x)=4811192)
|
| 114 |
+
106 train 7.809242 (lr=2.2448e-04) (hash(x)=5970866)
|
| 115 |
+
107 train 7.818639 (lr=2.2657e-04) (hash(x)=7822680)
|
| 116 |
+
108 train 7.782276 (lr=2.2867e-04) (hash(x)=6317317)
|
| 117 |
+
109 train 7.880509 (lr=2.3077e-04) (hash(x)=6431409)
|
| 118 |
+
110 train 7.896371 (lr=2.3287e-04) (hash(x)=6653337)
|
| 119 |
+
111 train 7.825218 (lr=2.3497e-04) (hash(x)=5323032)
|
| 120 |
+
112 train 7.722114 (lr=2.3706e-04) (hash(x)=5125339)
|
| 121 |
+
113 train 7.667290 (lr=2.3916e-04) (hash(x)=7363286)
|
| 122 |
+
114 train 8.025681 (lr=2.4126e-04) (hash(x)=7670050)
|
| 123 |
+
115 train 7.791495 (lr=2.4336e-04) (hash(x)=5616075)
|
| 124 |
+
116 train 7.844471 (lr=2.4545e-04) (hash(x)=6593764)
|
| 125 |
+
117 train 7.914949 (lr=2.4755e-04) (hash(x)=5672608)
|
| 126 |
+
118 train 7.744909 (lr=2.4965e-04) (hash(x)=6828653)
|
| 127 |
+
119 train 7.746331 (lr=2.5175e-04) (hash(x)=6839867)
|
| 128 |
+
120 train 7.873523 (lr=2.5385e-04) (hash(x)=8426992)
|
| 129 |
+
121 train 7.546752 (lr=2.5594e-04) (hash(x)=4916928)
|
| 130 |
+
122 train 7.755312 (lr=2.5804e-04) (hash(x)=6484050)
|
| 131 |
+
123 train 7.837285 (lr=2.6014e-04) (hash(x)=8353379)
|
| 132 |
+
124 train 7.757292 (lr=2.6224e-04) (hash(x)=6552510)
|
| 133 |
+
125 train 7.735661 (lr=2.6434e-04) (hash(x)=4838871)
|
| 134 |
+
126 train 7.468061 (lr=2.6643e-04) (hash(x)=3021697)
|
| 135 |
+
127 train 7.626331 (lr=2.6853e-04) (hash(x)=6795665)
|
| 136 |
+
128 train 7.649026 (lr=2.7063e-04) (hash(x)=5486935)
|
| 137 |
+
129 train 7.834298 (lr=2.7273e-04) (hash(x)=6678038)
|
| 138 |
+
130 train 7.862762 (lr=2.7483e-04) (hash(x)=6657714)
|
| 139 |
+
131 train 7.731431 (lr=2.7692e-04) (hash(x)=6112215)
|
| 140 |
+
132 train 7.785623 (lr=2.7902e-04) (hash(x)=8353143)
|
| 141 |
+
133 train 7.810211 (lr=2.8112e-04) (hash(x)=5915361)
|
| 142 |
+
134 train 7.724842 (lr=2.8322e-04) (hash(x)=6254885)
|
| 143 |
+
135 train 7.725986 (lr=2.8531e-04) (hash(x)=5771588)
|
| 144 |
+
136 train 7.697923 (lr=2.8741e-04) (hash(x)=5561507)
|
| 145 |
+
137 train 7.665032 (lr=2.8951e-04) (hash(x)=5688829)
|
| 146 |
+
138 train 7.640872 (lr=2.9161e-04) (hash(x)=5371951)
|
| 147 |
+
139 train 7.810389 (lr=2.9371e-04) (hash(x)=5443305)
|
| 148 |
+
140 train 7.785834 (lr=2.9580e-04) (hash(x)=5016757)
|
| 149 |
+
141 train 7.787242 (lr=2.9790e-04) (hash(x)=6901933)
|
| 150 |
+
142 train 7.758804 (lr=3.0000e-04) (hash(x)=6019085)
|
| 151 |
+
143 train 7.603468 (lr=3.0210e-04) (hash(x)=4294425)
|
| 152 |
+
144 train 7.699917 (lr=3.0420e-04) (hash(x)=6095229)
|
| 153 |
+
145 train 7.537947 (lr=3.0629e-04) (hash(x)=4363941)
|
| 154 |
+
146 train 7.617387 (lr=3.0839e-04) (hash(x)=4693798)
|
| 155 |
+
147 train 8.164754 (lr=3.1049e-04) (hash(x)=5486335)
|
| 156 |
+
148 train 7.974043 (lr=3.1259e-04) (hash(x)=7907450)
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| 157 |
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149 train 7.805943 (lr=3.1469e-04) (hash(x)=7295165)
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150 val loss 7.6933
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| 159 |
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150 val perplexity 2193.6753
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| 160 |
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150 train 7.738387 (lr=3.1678e-04) (hash(x)=6814026)
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151 train 7.818550 (lr=3.1888e-04) (hash(x)=6267424)
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152 train 7.825542 (lr=3.2098e-04) (hash(x)=8086437)
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153 train 7.876915 (lr=3.2308e-04) (hash(x)=5270452)
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155 train 7.604784 (lr=3.2727e-04) (hash(x)=6305297)
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156 train 7.771953 (lr=3.2937e-04) (hash(x)=7889849)
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157 train 8.124987 (lr=3.3147e-04) (hash(x)=6040077)
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158 train 8.112553 (lr=3.3357e-04) (hash(x)=5652497)
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159 train 7.707443 (lr=3.3566e-04) (hash(x)=7130251)
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160 train 7.572378 (lr=3.3776e-04) (hash(x)=6610177)
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164 train 7.304287 (lr=3.4615e-04) (hash(x)=5487065)
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165 train 7.537818 (lr=3.4825e-04) (hash(x)=4892065)
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172 train 7.660645 (lr=3.6294e-04) (hash(x)=5994476)
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179 train 7.741224 (lr=3.7762e-04) (hash(x)=5245146)
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182 train 7.722946 (lr=3.8392e-04) (hash(x)=6131703)
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183 train 7.754008 (lr=3.8601e-04) (hash(x)=6346459)
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184 train 7.784397 (lr=3.8811e-04) (hash(x)=6504131)
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185 train 7.767685 (lr=3.9021e-04) (hash(x)=5209234)
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187 train 7.676054 (lr=3.9441e-04) (hash(x)=5676768)
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188 train 7.745142 (lr=3.9650e-04) (hash(x)=6090561)
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189 train 7.885430 (lr=3.9860e-04) (hash(x)=5863092)
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190 train 7.799054 (lr=4.0070e-04) (hash(x)=7201312)
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191 train 7.888859 (lr=4.0280e-04) (hash(x)=7019489)
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192 train 7.651678 (lr=4.0490e-04) (hash(x)=6225608)
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193 train 7.722473 (lr=4.0699e-04) (hash(x)=5483019)
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194 train 7.673765 (lr=4.0909e-04) (hash(x)=5903258)
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196 train 7.700187 (lr=4.1329e-04) (hash(x)=5778017)
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197 train 7.435637 (lr=4.1538e-04) (hash(x)=7780194)
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198 train 7.640100 (lr=4.1748e-04) (hash(x)=6140998)
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199 train 7.632166 (lr=4.1958e-04) (hash(x)=3784321)
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200 val loss 7.6571
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| 211 |
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200 val perplexity 2115.7114
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| 212 |
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200 train 7.650524 (lr=4.2168e-04) (hash(x)=5860821)
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201 train 7.712367 (lr=4.2378e-04) (hash(x)=7774109)
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202 train 7.875457 (lr=4.2587e-04) (hash(x)=7997664)
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203 train 7.848608 (lr=4.2797e-04) (hash(x)=6576749)
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204 train 7.761374 (lr=4.3007e-04) (hash(x)=7266655)
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205 train 7.724911 (lr=4.3217e-04) (hash(x)=7072404)
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206 train 7.627774 (lr=4.3427e-04) (hash(x)=6626459)
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207 train 7.647211 (lr=4.3636e-04) (hash(x)=6556025)
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208 train 7.682404 (lr=4.3846e-04) (hash(x)=5942129)
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209 train 7.794866 (lr=4.4056e-04) (hash(x)=7325027)
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210 train 7.780463 (lr=4.4266e-04) (hash(x)=7322467)
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211 train 7.711524 (lr=4.4476e-04) (hash(x)=6373412)
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212 train 7.501585 (lr=4.4685e-04) (hash(x)=7332255)
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213 train 7.783019 (lr=4.4895e-04) (hash(x)=5262868)
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214 train 7.489666 (lr=4.5105e-04) (hash(x)=5688247)
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215 train 7.653491 (lr=4.5315e-04) (hash(x)=8055563)
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216 train 7.696162 (lr=4.5524e-04) (hash(x)=5352405)
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217 train 7.738225 (lr=4.5734e-04) (hash(x)=5932790)
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218 train 7.673267 (lr=4.5944e-04) (hash(x)=6249312)
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219 train 7.632036 (lr=4.6154e-04) (hash(x)=5680154)
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220 train 7.737161 (lr=4.6364e-04) (hash(x)=8156280)
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221 train 7.684314 (lr=4.6573e-04) (hash(x)=5914217)
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222 train 7.527965 (lr=4.6783e-04) (hash(x)=7120215)
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223 train 7.698344 (lr=4.6993e-04) (hash(x)=6424128)
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224 train 7.462379 (lr=4.7203e-04) (hash(x)=4390027)
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225 train 7.670824 (lr=4.7413e-04) (hash(x)=7804089)
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226 train 7.782909 (lr=4.7622e-04) (hash(x)=7130267)
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227 train 7.552779 (lr=4.7832e-04) (hash(x)=6490149)
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228 train 7.619543 (lr=4.8042e-04) (hash(x)=9276378)
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229 train 7.649869 (lr=4.8252e-04) (hash(x)=6283540)
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230 train 7.624301 (lr=4.8462e-04) (hash(x)=5781680)
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231 train 7.572819 (lr=4.8671e-04) (hash(x)=5728337)
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232 train 7.556737 (lr=4.8881e-04) (hash(x)=6278202)
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233 train 7.643196 (lr=4.9091e-04) (hash(x)=7400272)
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234 train 7.610126 (lr=4.9301e-04) (hash(x)=5795128)
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235 train 7.590264 (lr=4.9510e-04) (hash(x)=6473432)
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236 train 7.608821 (lr=4.9720e-04) (hash(x)=5201502)
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237 train 7.847617 (lr=4.9930e-04) (hash(x)=6922646)
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238 train 7.564544 (lr=5.0140e-04) (hash(x)=5484641)
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239 train 7.620001 (lr=5.0350e-04) (hash(x)=7277141)
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240 train 7.646079 (lr=5.0559e-04) (hash(x)=5604614)
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241 train 7.685642 (lr=5.0769e-04) (hash(x)=7443124)
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242 train 7.688267 (lr=5.0979e-04) (hash(x)=5601968)
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| 255 |
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243 train 7.573340 (lr=5.1189e-04) (hash(x)=5632735)
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| 256 |
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244 train 7.594320 (lr=5.1399e-04) (hash(x)=5594810)
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| 257 |
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245 train 7.434153 (lr=5.1608e-04) (hash(x)=5881015)
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246 train 7.561196 (lr=5.1818e-04) (hash(x)=6865361)
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247 train 7.664344 (lr=5.2028e-04) (hash(x)=5809411)
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248 train 7.645874 (lr=5.2238e-04) (hash(x)=6293025)
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| 261 |
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249 train 7.589986 (lr=5.2448e-04) (hash(x)=7232964)
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| 262 |
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250 val loss 7.5984
|
| 263 |
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250 val perplexity 1995.0034
|
| 264 |
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250 train 7.527665 (lr=5.2657e-04) (hash(x)=5646619)
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| 265 |
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251 train 7.642452 (lr=5.2867e-04) (hash(x)=6171829)
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| 266 |
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252 train 7.694654 (lr=5.3077e-04) (hash(x)=7787552)
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253 train 7.642994 (lr=5.3287e-04) (hash(x)=5884456)
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| 268 |
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254 train 7.670448 (lr=5.3497e-04) (hash(x)=6752162)
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| 269 |
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255 train 7.585383 (lr=5.3706e-04) (hash(x)=5077031)
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| 270 |
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256 train 7.768045 (lr=5.3916e-04) (hash(x)=6883481)
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| 271 |
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257 train 7.629124 (lr=5.4126e-04) (hash(x)=6248895)
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| 272 |
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258 train 7.514213 (lr=5.4336e-04) (hash(x)=6636615)
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| 273 |
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259 train 7.706795 (lr=5.4545e-04) (hash(x)=6918004)
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260 train 7.621819 (lr=5.4755e-04) (hash(x)=7302874)
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| 275 |
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261 train 7.727994 (lr=5.4965e-04) (hash(x)=6482466)
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| 276 |
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262 train 7.571028 (lr=5.5175e-04) (hash(x)=7298317)
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| 277 |
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263 train 7.595658 (lr=5.5385e-04) (hash(x)=6588573)
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| 278 |
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264 train 7.590421 (lr=5.5594e-04) (hash(x)=6229630)
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| 279 |
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265 train 7.654818 (lr=5.5804e-04) (hash(x)=6136939)
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| 280 |
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266 train 7.409466 (lr=5.6014e-04) (hash(x)=6394645)
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267 train 7.650968 (lr=5.6224e-04) (hash(x)=7040157)
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268 train 7.685484 (lr=5.6434e-04) (hash(x)=7041858)
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| 283 |
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269 train 7.590397 (lr=5.6643e-04) (hash(x)=6455595)
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| 284 |
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270 train 7.526274 (lr=5.6853e-04) (hash(x)=6480443)
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| 285 |
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271 train 7.717497 (lr=5.7063e-04) (hash(x)=4122983)
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272 train 7.519444 (lr=5.7273e-04) (hash(x)=7672190)
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273 train 7.560659 (lr=5.7483e-04) (hash(x)=4724052)
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274 train 7.504530 (lr=5.7692e-04) (hash(x)=6654267)
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275 train 7.497781 (lr=5.7902e-04) (hash(x)=6820797)
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276 train 7.565026 (lr=5.8112e-04) (hash(x)=6458662)
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277 train 7.988827 (lr=5.8322e-04) (hash(x)=7477594)
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278 train 7.661254 (lr=5.8531e-04) (hash(x)=5876574)
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279 train 7.362312 (lr=5.8741e-04) (hash(x)=6146305)
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280 train 7.524668 (lr=5.8951e-04) (hash(x)=6162080)
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281 train 7.482239 (lr=5.9161e-04) (hash(x)=6814831)
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282 train 7.626757 (lr=5.9371e-04) (hash(x)=7138295)
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283 train 7.402195 (lr=5.9580e-04) (hash(x)=5548298)
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284 train 7.490658 (lr=5.9790e-04) (hash(x)=6265078)
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285 train 7.874024 (lr=6.0000e-04) (hash(x)=7609416)
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286 train 7.555768 (lr=6.0000e-04) (hash(x)=6909367)
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287 train 7.676691 (lr=6.0000e-04) (hash(x)=7574342)
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288 train 7.471145 (lr=5.9999e-04) (hash(x)=8859748)
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289 train 7.437964 (lr=5.9998e-04) (hash(x)=5906937)
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290 train 7.475700 (lr=5.9996e-04) (hash(x)=7243024)
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291 train 7.579866 (lr=5.9993e-04) (hash(x)=8013471)
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292 train 7.490800 (lr=5.9991e-04) (hash(x)=5659461)
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293 train 7.555206 (lr=5.9987e-04) (hash(x)=6146213)
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| 308 |
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294 train 7.571939 (lr=5.9983e-04) (hash(x)=6602917)
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295 train 7.492304 (lr=5.9979e-04) (hash(x)=6709902)
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| 310 |
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296 train 7.608312 (lr=5.9974e-04) (hash(x)=8154341)
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297 train 7.744592 (lr=5.9968e-04) (hash(x)=6402571)
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298 train 7.495922 (lr=5.9962e-04) (hash(x)=5605466)
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| 313 |
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299 train 7.456540 (lr=5.9956e-04) (hash(x)=7683614)
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| 314 |
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300 val loss 7.5021
|
| 315 |
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300 val perplexity 1811.8381
|
| 316 |
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300 train 7.545509 (lr=5.9949e-04) (hash(x)=5421572)
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301 train 7.393278 (lr=5.9941e-04) (hash(x)=5453026)
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302 train 7.454529 (lr=5.9933e-04) (hash(x)=6437746)
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303 train 7.384210 (lr=5.9925e-04) (hash(x)=6260017)
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304 train 7.468595 (lr=5.9915e-04) (hash(x)=6119053)
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305 train 7.639496 (lr=5.9906e-04) (hash(x)=6591466)
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306 train 7.565525 (lr=5.9896e-04) (hash(x)=5652701)
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307 train 7.521061 (lr=5.9885e-04) (hash(x)=5501472)
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308 train 7.706266 (lr=5.9874e-04) (hash(x)=6160695)
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309 train 7.445512 (lr=5.9862e-04) (hash(x)=5871698)
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310 train 7.426938 (lr=5.9850e-04) (hash(x)=7301184)
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311 train 7.362667 (lr=5.9837e-04) (hash(x)=4282052)
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312 train 7.575198 (lr=5.9824e-04) (hash(x)=5679330)
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313 train 7.427068 (lr=5.9810e-04) (hash(x)=7824660)
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314 train 7.480555 (lr=5.9795e-04) (hash(x)=4857318)
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315 train 7.393532 (lr=5.9780e-04) (hash(x)=5954950)
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316 train 7.460410 (lr=5.9765e-04) (hash(x)=5758178)
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317 train 7.485731 (lr=5.9749e-04) (hash(x)=5484656)
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318 train 7.496554 (lr=5.9733e-04) (hash(x)=6818913)
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319 train 7.690413 (lr=5.9716e-04) (hash(x)=7031328)
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320 train 7.540304 (lr=5.9698e-04) (hash(x)=6837621)
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321 train 7.554158 (lr=5.9680e-04) (hash(x)=9157069)
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322 train 7.795562 (lr=5.9662e-04) (hash(x)=6509536)
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323 train 7.489796 (lr=5.9643e-04) (hash(x)=5996883)
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324 train 7.722128 (lr=5.9623e-04) (hash(x)=6850868)
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325 train 7.660053 (lr=5.9603e-04) (hash(x)=7645447)
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327 train 7.763359 (lr=5.9562e-04) (hash(x)=6336164)
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328 train 7.496643 (lr=5.9540e-04) (hash(x)=6897445)
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329 train 7.418449 (lr=5.9518e-04) (hash(x)=5224240)
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330 train 7.554682 (lr=5.9496e-04) (hash(x)=6612945)
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331 train 7.998134 (lr=5.9472e-04) (hash(x)=5447801)
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332 train 7.550564 (lr=5.9449e-04) (hash(x)=7308579)
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333 train 7.430622 (lr=5.9425e-04) (hash(x)=4155598)
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334 train 7.454174 (lr=5.9400e-04) (hash(x)=6106773)
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335 train 7.510879 (lr=5.9375e-04) (hash(x)=7482744)
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337 train 7.433215 (lr=5.9323e-04) (hash(x)=4733414)
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338 train 7.544614 (lr=5.9296e-04) (hash(x)=6979734)
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339 train 7.365823 (lr=5.9269e-04) (hash(x)=7806284)
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340 train 7.376942 (lr=5.9241e-04) (hash(x)=5080536)
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341 train 7.578179 (lr=5.9213e-04) (hash(x)=7236478)
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342 train 7.517932 (lr=5.9185e-04) (hash(x)=6619318)
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343 train 7.446670 (lr=5.9155e-04) (hash(x)=4656255)
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344 train 7.389146 (lr=5.9126e-04) (hash(x)=5546888)
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345 train 7.812582 (lr=5.9095e-04) (hash(x)=9298325)
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346 train 7.525166 (lr=5.9065e-04) (hash(x)=5994232)
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347 train 7.501871 (lr=5.9033e-04) (hash(x)=6287524)
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348 train 7.623867 (lr=5.9002e-04) (hash(x)=6200049)
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349 train 7.513824 (lr=5.8969e-04) (hash(x)=7895970)
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| 366 |
+
350 val loss 7.4525
|
| 367 |
+
350 val perplexity 1724.0956
|
| 368 |
+
350 train 7.429665 (lr=5.8937e-04) (hash(x)=6051847)
|
| 369 |
+
351 train 7.600766 (lr=5.8903e-04) (hash(x)=8847992)
|
| 370 |
+
352 train 7.969036 (lr=5.8869e-04) (hash(x)=5123883)
|
| 371 |
+
353 train 7.567740 (lr=5.8835e-04) (hash(x)=6338998)
|
| 372 |
+
354 train 7.541628 (lr=5.8800e-04) (hash(x)=5765866)
|
| 373 |
+
355 train 7.858485 (lr=5.8765e-04) (hash(x)=7104011)
|
| 374 |
+
356 train 7.639140 (lr=5.8729e-04) (hash(x)=7438267)
|
| 375 |
+
357 train 7.351393 (lr=5.8693e-04) (hash(x)=5573214)
|
| 376 |
+
358 train 7.638958 (lr=5.8656e-04) (hash(x)=6897283)
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| 377 |
+
359 train 7.435463 (lr=5.8619e-04) (hash(x)=6882897)
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| 378 |
+
360 train 7.536877 (lr=5.8581e-04) (hash(x)=5343615)
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| 379 |
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361 train 7.447063 (lr=5.8543e-04) (hash(x)=5854242)
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| 380 |
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362 train 7.363630 (lr=5.8504e-04) (hash(x)=6317324)
|
| 381 |
+
363 train 7.303843 (lr=5.8465e-04) (hash(x)=6972494)
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| 382 |
+
364 train 7.378379 (lr=5.8425e-04) (hash(x)=5661167)
|
| 383 |
+
365 train 7.406442 (lr=5.8385e-04) (hash(x)=6796805)
|
| 384 |
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366 train 7.236358 (lr=5.8345e-04) (hash(x)=5817209)
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| 385 |
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367 train 7.316934 (lr=5.8303e-04) (hash(x)=6139120)
|
| 386 |
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368 train 7.468953 (lr=5.8262e-04) (hash(x)=6121296)
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| 387 |
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369 train 7.448250 (lr=5.8219e-04) (hash(x)=6486796)
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| 388 |
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370 train 7.379686 (lr=5.8177e-04) (hash(x)=5514645)
|
| 389 |
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371 train 7.305516 (lr=5.8134e-04) (hash(x)=5578797)
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| 390 |
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372 train 7.298994 (lr=5.8090e-04) (hash(x)=7651738)
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373 train 7.493082 (lr=5.8046e-04) (hash(x)=6895326)
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374 train 7.509957 (lr=5.8001e-04) (hash(x)=5490256)
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375 train 7.409189 (lr=5.7956e-04) (hash(x)=7783160)
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| 394 |
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376 train 7.629080 (lr=5.7911e-04) (hash(x)=5608424)
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377 train 7.391338 (lr=5.7864e-04) (hash(x)=4867625)
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378 train 7.285182 (lr=5.7818e-04) (hash(x)=4655472)
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| 397 |
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379 train 7.368536 (lr=5.7771e-04) (hash(x)=6631123)
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| 398 |
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380 train 7.065244 (lr=5.7723e-04) (hash(x)=5751990)
|
| 399 |
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381 train 7.326099 (lr=5.7675e-04) (hash(x)=6710965)
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| 400 |
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382 train 7.294798 (lr=5.7627e-04) (hash(x)=5293800)
|
| 401 |
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383 train 7.311748 (lr=5.7578e-04) (hash(x)=6294657)
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| 402 |
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384 train 7.457703 (lr=5.7529e-04) (hash(x)=6999538)
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| 403 |
+
385 train 7.446897 (lr=5.7479e-04) (hash(x)=5443606)
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| 404 |
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386 train 7.431631 (lr=5.7428e-04) (hash(x)=5650401)
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| 405 |
+
387 train 7.419811 (lr=5.7377e-04) (hash(x)=7035770)
|
| 406 |
+
388 train 7.378371 (lr=5.7326e-04) (hash(x)=6678271)
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| 407 |
+
389 train 7.578262 (lr=5.7274e-04) (hash(x)=4899541)
|
| 408 |
+
390 train 7.334831 (lr=5.7222e-04) (hash(x)=5359260)
|
| 409 |
+
391 train 7.347326 (lr=5.7169e-04) (hash(x)=6227120)
|
| 410 |
+
392 train 7.409576 (lr=5.7116e-04) (hash(x)=6643916)
|
| 411 |
+
393 train 7.482464 (lr=5.7063e-04) (hash(x)=5981648)
|
| 412 |
+
394 train 7.415128 (lr=5.7008e-04) (hash(x)=6467540)
|
| 413 |
+
395 train 7.344954 (lr=5.6954e-04) (hash(x)=5558993)
|
| 414 |
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396 train 7.518650 (lr=5.6899e-04) (hash(x)=6698959)
|
| 415 |
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397 train 7.346379 (lr=5.6843e-04) (hash(x)=7015671)
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| 416 |
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398 train 7.336495 (lr=5.6787e-04) (hash(x)=6800890)
|
| 417 |
+
399 train 7.492150 (lr=5.6731e-04) (hash(x)=5931234)
|
| 418 |
+
400 val loss 7.4163
|
| 419 |
+
400 val perplexity 1662.9097
|
| 420 |
+
400 train 7.473899 (lr=5.6674e-04) (hash(x)=3995070)
|
| 421 |
+
401 train 7.405529 (lr=5.6617e-04) (hash(x)=4582159)
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| 422 |
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402 train 7.444661 (lr=5.6559e-04) (hash(x)=7081906)
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| 423 |
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403 train 7.383349 (lr=5.6501e-04) (hash(x)=5029472)
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| 424 |
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404 train 7.406818 (lr=5.6442e-04) (hash(x)=3946232)
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| 425 |
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405 train 7.324516 (lr=5.6383e-04) (hash(x)=5434102)
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| 426 |
+
406 train 8.035899 (lr=5.6323e-04) (hash(x)=5340646)
|
| 427 |
+
407 train 7.208325 (lr=5.6263e-04) (hash(x)=6810638)
|
| 428 |
+
408 train 7.441220 (lr=5.6202e-04) (hash(x)=6768026)
|
| 429 |
+
409 train 7.444545 (lr=5.6141e-04) (hash(x)=6521562)
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| 430 |
+
410 train 7.406030 (lr=5.6080e-04) (hash(x)=4429434)
|
| 431 |
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411 train 7.473647 (lr=5.6018e-04) (hash(x)=7226932)
|
| 432 |
+
412 train 7.224082 (lr=5.5956e-04) (hash(x)=5065932)
|
| 433 |
+
413 train 7.402736 (lr=5.5893e-04) (hash(x)=6957849)
|
| 434 |
+
414 train 7.380407 (lr=5.5830e-04) (hash(x)=6431457)
|
| 435 |
+
415 train 7.463393 (lr=5.5766e-04) (hash(x)=5334281)
|
| 436 |
+
416 train 7.471122 (lr=5.5702e-04) (hash(x)=5471747)
|
| 437 |
+
417 train 7.560372 (lr=5.5638e-04) (hash(x)=5887983)
|
| 438 |
+
418 train 7.458456 (lr=5.5573e-04) (hash(x)=5075909)
|
| 439 |
+
419 train 7.284758 (lr=5.5507e-04) (hash(x)=6393576)
|
| 440 |
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420 train 7.388631 (lr=5.5441e-04) (hash(x)=6608979)
|
| 441 |
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421 train 7.799415 (lr=5.5375e-04) (hash(x)=5057959)
|
| 442 |
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422 train 7.733308 (lr=5.5308e-04) (hash(x)=6414858)
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| 443 |
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423 train 7.501235 (lr=5.5241e-04) (hash(x)=8595271)
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| 444 |
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424 train 7.355200 (lr=5.5174e-04) (hash(x)=6500949)
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| 445 |
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425 train 7.530478 (lr=5.5106e-04) (hash(x)=8395167)
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| 446 |
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426 train 7.651070 (lr=5.5037e-04) (hash(x)=6288420)
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| 447 |
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427 train 7.482823 (lr=5.4968e-04) (hash(x)=7634417)
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| 448 |
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428 train 7.365458 (lr=5.4899e-04) (hash(x)=6795561)
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| 449 |
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429 train 7.265526 (lr=5.4829e-04) (hash(x)=5257771)
|
| 450 |
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430 train 7.415299 (lr=5.4759e-04) (hash(x)=7506860)
|
| 451 |
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431 train 7.477797 (lr=5.4689e-04) (hash(x)=7674238)
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| 452 |
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432 train 7.571830 (lr=5.4618e-04) (hash(x)=5353794)
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| 453 |
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433 train 7.498618 (lr=5.4546e-04) (hash(x)=5300555)
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| 454 |
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434 train 7.222622 (lr=5.4475e-04) (hash(x)=5564419)
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| 455 |
+
435 train 7.468519 (lr=5.4402e-04) (hash(x)=6066139)
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| 456 |
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436 train 7.445884 (lr=5.4330e-04) (hash(x)=6863709)
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| 457 |
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437 train 7.445212 (lr=5.4257e-04) (hash(x)=6688212)
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| 458 |
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438 train 7.601372 (lr=5.4183e-04) (hash(x)=7095090)
|
| 459 |
+
439 train 7.693650 (lr=5.4109e-04) (hash(x)=6642404)
|
| 460 |
+
440 train 7.403536 (lr=5.4035e-04) (hash(x)=6539227)
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| 461 |
+
441 train 7.387924 (lr=5.3960e-04) (hash(x)=4961570)
|
| 462 |
+
442 train 7.336418 (lr=5.3885e-04) (hash(x)=6606391)
|
| 463 |
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443 train 7.152795 (lr=5.3810e-04) (hash(x)=5105190)
|
| 464 |
+
444 train 7.710122 (lr=5.3734e-04) (hash(x)=5695997)
|
| 465 |
+
445 train 7.412235 (lr=5.3658e-04) (hash(x)=7155991)
|
| 466 |
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446 train 7.391785 (lr=5.3581e-04) (hash(x)=7249727)
|
| 467 |
+
447 train 7.382384 (lr=5.3504e-04) (hash(x)=5132972)
|
| 468 |
+
448 train 7.379567 (lr=5.3426e-04) (hash(x)=5381802)
|
| 469 |
+
449 train 7.402682 (lr=5.3349e-04) (hash(x)=6269946)
|
| 470 |
+
450 val loss 7.3813
|
| 471 |
+
450 val perplexity 1605.5961
|
| 472 |
+
450 train 7.348353 (lr=5.3270e-04) (hash(x)=4976762)
|
| 473 |
+
451 train 7.441354 (lr=5.3192e-04) (hash(x)=5396133)
|
| 474 |
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452 train 7.399624 (lr=5.3113e-04) (hash(x)=6173473)
|
| 475 |
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453 train 7.373999 (lr=5.3033e-04) (hash(x)=6394083)
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| 476 |
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454 train 7.434234 (lr=5.2953e-04) (hash(x)=6436030)
|
| 477 |
+
455 train 7.304087 (lr=5.2873e-04) (hash(x)=5237804)
|
| 478 |
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456 train 7.287929 (lr=5.2792e-04) (hash(x)=6540397)
|
| 479 |
+
457 train 7.531482 (lr=5.2711e-04) (hash(x)=5216638)
|
| 480 |
+
458 train 7.341828 (lr=5.2630e-04) (hash(x)=5750537)
|
| 481 |
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459 train 7.325881 (lr=5.2548e-04) (hash(x)=6735565)
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| 482 |
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460 train 7.355223 (lr=5.2466e-04) (hash(x)=7297488)
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| 483 |
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461 train 7.519494 (lr=5.2384e-04) (hash(x)=5983575)
|
| 484 |
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462 train 7.353300 (lr=5.2301e-04) (hash(x)=4808543)
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| 485 |
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463 train 7.451389 (lr=5.2217e-04) (hash(x)=5831619)
|
| 486 |
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464 train 7.222446 (lr=5.2134e-04) (hash(x)=6280052)
|
| 487 |
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465 train 7.237765 (lr=5.2050e-04) (hash(x)=9109083)
|
| 488 |
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466 train 7.515056 (lr=5.1965e-04) (hash(x)=5848604)
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| 489 |
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467 train 7.420091 (lr=5.1881e-04) (hash(x)=6912967)
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| 490 |
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468 train 7.590788 (lr=5.1796e-04) (hash(x)=6615365)
|
| 491 |
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469 train 7.629678 (lr=5.1710e-04) (hash(x)=5965674)
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| 492 |
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470 train 7.471103 (lr=5.1624e-04) (hash(x)=6879965)
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| 493 |
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471 train 7.474340 (lr=5.1538e-04) (hash(x)=5822533)
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| 494 |
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472 train 7.322839 (lr=5.1452e-04) (hash(x)=5794462)
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| 495 |
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473 train 7.402553 (lr=5.1365e-04) (hash(x)=5268216)
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| 496 |
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474 train 7.223906 (lr=5.1277e-04) (hash(x)=7058396)
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| 497 |
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475 train 7.320179 (lr=5.1190e-04) (hash(x)=6531900)
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| 498 |
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476 train 7.352033 (lr=5.1102e-04) (hash(x)=5878912)
|
| 499 |
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477 train 7.165132 (lr=5.1013e-04) (hash(x)=5426499)
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| 500 |
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478 train 7.382191 (lr=5.0925e-04) (hash(x)=8107004)
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| 501 |
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479 train 8.164145 (lr=5.0836e-04) (hash(x)=7455372)
|
| 502 |
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480 train 8.072473 (lr=5.0746e-04) (hash(x)=7727959)
|
| 503 |
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481 train 7.992570 (lr=5.0657e-04) (hash(x)=8319119)
|
| 504 |
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482 train 7.894061 (lr=5.0567e-04) (hash(x)=7581656)
|
| 505 |
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483 train 7.942920 (lr=5.0476e-04) (hash(x)=7592128)
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| 506 |
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484 train 7.911593 (lr=5.0386e-04) (hash(x)=10506633)
|
| 507 |
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485 train 7.855330 (lr=5.0295e-04) (hash(x)=8704170)
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| 508 |
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486 train 7.704393 (lr=5.0203e-04) (hash(x)=7461138)
|
| 509 |
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487 train 7.667949 (lr=5.0111e-04) (hash(x)=7165037)
|
| 510 |
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488 train 7.703639 (lr=5.0019e-04) (hash(x)=4976998)
|
| 511 |
+
489 train 7.457592 (lr=4.9927e-04) (hash(x)=7678000)
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| 512 |
+
490 train 7.521662 (lr=4.9834e-04) (hash(x)=6299409)
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| 513 |
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491 train 7.461071 (lr=4.9741e-04) (hash(x)=7414788)
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| 514 |
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492 train 7.513994 (lr=4.9648e-04) (hash(x)=5063061)
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| 515 |
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493 train 7.405411 (lr=4.9554e-04) (hash(x)=7326216)
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| 516 |
+
494 train 7.547427 (lr=4.9460e-04) (hash(x)=7492012)
|
| 517 |
+
495 train 7.518259 (lr=4.9366e-04) (hash(x)=5857162)
|
| 518 |
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496 train 7.316451 (lr=4.9271e-04) (hash(x)=6169001)
|
| 519 |
+
497 train 9.262093 (lr=4.9176e-04) (hash(x)=14715669)
|
| 520 |
+
498 train 12.040575 (lr=4.9081e-04) (hash(x)=18256706)
|
| 521 |
+
499 train 11.780813 (lr=4.8985e-04) (hash(x)=16950560)
|
| 522 |
+
500 val loss 7.4213
|
| 523 |
+
500 val perplexity 1671.1719
|
| 524 |
+
500 train 8.108996 (lr=4.8889e-04) (hash(x)=6113563)
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| 525 |
+
501 train 7.123283 (lr=4.8793e-04) (hash(x)=6159125)
|
| 526 |
+
502 train 7.496033 (lr=4.8697e-04) (hash(x)=5482303)
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| 527 |
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503 train 7.545724 (lr=4.8600e-04) (hash(x)=5908442)
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| 528 |
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504 train 7.393165 (lr=4.8503e-04) (hash(x)=4985045)
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| 529 |
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505 train 7.299108 (lr=4.8405e-04) (hash(x)=6668887)
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| 530 |
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506 train 7.349122 (lr=4.8308e-04) (hash(x)=6123910)
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| 531 |
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507 train 7.432206 (lr=4.8210e-04) (hash(x)=7662975)
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| 532 |
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508 train 7.376202 (lr=4.8111e-04) (hash(x)=7191898)
|
| 533 |
+
509 train 7.326754 (lr=4.8013e-04) (hash(x)=6669539)
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| 534 |
+
510 train 7.402351 (lr=4.7914e-04) (hash(x)=6557481)
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| 535 |
+
511 train 7.294858 (lr=4.7815e-04) (hash(x)=5015998)
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| 536 |
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512 train 7.359859 (lr=4.7715e-04) (hash(x)=4964540)
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| 537 |
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513 train 7.199244 (lr=4.7615e-04) (hash(x)=5458386)
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| 538 |
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514 train 7.597562 (lr=4.7515e-04) (hash(x)=6077616)
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| 539 |
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515 train 7.312298 (lr=4.7415e-04) (hash(x)=4849847)
|
| 540 |
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516 train 7.373060 (lr=4.7315e-04) (hash(x)=5431422)
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| 541 |
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517 train 7.567559 (lr=4.7214e-04) (hash(x)=5125562)
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| 542 |
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518 train 7.465059 (lr=4.7113e-04) (hash(x)=5587715)
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| 543 |
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519 train 7.523211 (lr=4.7011e-04) (hash(x)=6012047)
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| 544 |
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520 train 7.347685 (lr=4.6909e-04) (hash(x)=5668436)
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| 545 |
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521 train 7.361018 (lr=4.6807e-04) (hash(x)=6079364)
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| 546 |
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522 train 7.491480 (lr=4.6705e-04) (hash(x)=5200504)
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| 547 |
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523 train 7.251234 (lr=4.6603e-04) (hash(x)=6030395)
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| 548 |
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524 train 7.475100 (lr=4.6500e-04) (hash(x)=6855319)
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| 549 |
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525 train 7.252298 (lr=4.6397e-04) (hash(x)=6781762)
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| 550 |
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526 train 7.397111 (lr=4.6294e-04) (hash(x)=6717939)
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527 train 7.390493 (lr=4.6190e-04) (hash(x)=5238325)
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528 train 7.305761 (lr=4.6086e-04) (hash(x)=5808069)
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| 553 |
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529 train 7.629593 (lr=4.5982e-04) (hash(x)=8611144)
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| 554 |
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530 train 7.293363 (lr=4.5878e-04) (hash(x)=6028738)
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| 555 |
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531 train 7.320099 (lr=4.5774e-04) (hash(x)=6901605)
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| 556 |
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532 train 7.285803 (lr=4.5669e-04) (hash(x)=6723307)
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| 557 |
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533 train 7.392346 (lr=4.5564e-04) (hash(x)=5499337)
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| 558 |
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534 train 7.317383 (lr=4.5458e-04) (hash(x)=6586372)
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| 559 |
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535 train 7.436609 (lr=4.5353e-04) (hash(x)=7134874)
|
| 560 |
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536 train 7.328908 (lr=4.5247e-04) (hash(x)=8415623)
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| 561 |
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537 train 7.356822 (lr=4.5141e-04) (hash(x)=6149038)
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| 562 |
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538 train 7.395509 (lr=4.5035e-04) (hash(x)=6078325)
|
| 563 |
+
539 train 7.368484 (lr=4.4928e-04) (hash(x)=6609760)
|
| 564 |
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540 train 7.260230 (lr=4.4822e-04) (hash(x)=6185253)
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| 565 |
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541 train 7.607190 (lr=4.4715e-04) (hash(x)=6652627)
|
| 566 |
+
542 train 7.451065 (lr=4.4608e-04) (hash(x)=7758536)
|
| 567 |
+
543 train 7.432088 (lr=4.4500e-04) (hash(x)=8618579)
|
| 568 |
+
544 train 7.384881 (lr=4.4393e-04) (hash(x)=6710226)
|
| 569 |
+
545 train 7.240624 (lr=4.4285e-04) (hash(x)=5896892)
|
| 570 |
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546 train 7.258795 (lr=4.4177e-04) (hash(x)=6332995)
|
| 571 |
+
547 train 7.687635 (lr=4.4069e-04) (hash(x)=8945854)
|
| 572 |
+
548 train 7.238194 (lr=4.3960e-04) (hash(x)=4329129)
|
| 573 |
+
549 train 7.280193 (lr=4.3852e-04) (hash(x)=6775103)
|
| 574 |
+
550 val loss 7.2985
|
| 575 |
+
550 val perplexity 1478.1306
|
| 576 |
+
550 train 7.394739 (lr=4.3743e-04) (hash(x)=4465735)
|
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551 train 7.258584 (lr=4.3634e-04) (hash(x)=6200024)
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558 train 7.368332 (lr=4.2864e-04) (hash(x)=6680197)
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560 train 7.098436 (lr=4.2643e-04) (hash(x)=5784096)
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567 train 7.368370 (lr=4.1861e-04) (hash(x)=5927795)
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592 train 7.408190 (lr=3.9008e-04) (hash(x)=7686831)
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594 train 7.147138 (lr=3.8776e-04) (hash(x)=4826460)
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595 train 7.231416 (lr=3.8660e-04) (hash(x)=6424428)
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599 train 7.378308 (lr=3.8195e-04) (hash(x)=5458532)
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| 626 |
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600 val loss 7.2907
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| 627 |
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600 val perplexity 1466.6221
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| 628 |
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600 train 7.221822 (lr=3.8078e-04) (hash(x)=7823919)
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| 629 |
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601 train 7.660409 (lr=3.7961e-04) (hash(x)=7002774)
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602 train 7.456349 (lr=3.7844e-04) (hash(x)=7056399)
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603 train 7.667455 (lr=3.7727e-04) (hash(x)=8206173)
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604 train 7.484560 (lr=3.7610e-04) (hash(x)=8034846)
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605 train 7.794947 (lr=3.7493e-04) (hash(x)=7784971)
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| 634 |
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606 train 8.001055 (lr=3.7376e-04) (hash(x)=7118076)
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607 train 7.238340 (lr=3.7259e-04) (hash(x)=6001843)
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608 train 7.328465 (lr=3.7142e-04) (hash(x)=5582437)
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609 train 7.435714 (lr=3.7024e-04) (hash(x)=5698642)
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610 train 7.306168 (lr=3.6907e-04) (hash(x)=6615301)
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611 train 7.306557 (lr=3.6789e-04) (hash(x)=6600751)
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612 train 7.223703 (lr=3.6671e-04) (hash(x)=6880955)
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613 train 7.293599 (lr=3.6554e-04) (hash(x)=5804610)
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614 train 7.200863 (lr=3.6436e-04) (hash(x)=6263347)
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615 train 7.191039 (lr=3.6318e-04) (hash(x)=5162652)
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616 train 7.244071 (lr=3.6200e-04) (hash(x)=6055710)
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617 train 7.204926 (lr=3.6082e-04) (hash(x)=5297006)
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618 train 7.209697 (lr=3.5964e-04) (hash(x)=5923648)
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619 train 7.236640 (lr=3.5846e-04) (hash(x)=6728323)
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620 train 7.244182 (lr=3.5728e-04) (hash(x)=6660239)
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621 train 7.209693 (lr=3.5610e-04) (hash(x)=3964882)
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622 train 7.266714 (lr=3.5491e-04) (hash(x)=5868942)
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623 train 7.194851 (lr=3.5373e-04) (hash(x)=6735993)
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624 train 7.519069 (lr=3.5255e-04) (hash(x)=5926190)
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625 train 7.199207 (lr=3.5136e-04) (hash(x)=5150316)
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626 train 7.213357 (lr=3.5018e-04) (hash(x)=7571467)
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627 train 7.117115 (lr=3.4899e-04) (hash(x)=5220448)
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628 train 7.148256 (lr=3.4781e-04) (hash(x)=6790397)
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629 train 7.605984 (lr=3.4662e-04) (hash(x)=6971289)
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630 train 7.542478 (lr=3.4544e-04) (hash(x)=7123359)
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631 train 7.333251 (lr=3.4425e-04) (hash(x)=5012069)
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632 train 7.304112 (lr=3.4306e-04) (hash(x)=6183574)
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633 train 7.219798 (lr=3.4188e-04) (hash(x)=6576136)
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634 train 7.243553 (lr=3.4069e-04) (hash(x)=6157346)
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635 train 7.246114 (lr=3.3950e-04) (hash(x)=6077647)
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636 train 7.469715 (lr=3.3831e-04) (hash(x)=8369488)
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637 train 7.258065 (lr=3.3713e-04) (hash(x)=6032381)
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638 train 7.215828 (lr=3.3594e-04) (hash(x)=5924756)
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| 667 |
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639 train 7.233202 (lr=3.3475e-04) (hash(x)=8410716)
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| 668 |
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640 train 7.225166 (lr=3.3356e-04) (hash(x)=5803440)
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| 669 |
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641 train 7.311962 (lr=3.3238e-04) (hash(x)=6212516)
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| 670 |
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642 train 7.378681 (lr=3.3119e-04) (hash(x)=7165945)
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| 671 |
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643 train 7.109223 (lr=3.3000e-04) (hash(x)=5298545)
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| 672 |
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644 train 7.354257 (lr=3.2881e-04) (hash(x)=6281739)
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| 673 |
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645 train 7.327255 (lr=3.2762e-04) (hash(x)=5779073)
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| 674 |
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646 train 7.199654 (lr=3.2644e-04) (hash(x)=5090107)
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| 675 |
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647 train 7.245661 (lr=3.2525e-04) (hash(x)=6340947)
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| 676 |
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648 train 6.996275 (lr=3.2406e-04) (hash(x)=4741418)
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| 677 |
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649 train 6.933474 (lr=3.2287e-04) (hash(x)=6530441)
|
| 678 |
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650 val loss 7.2791
|
| 679 |
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650 val perplexity 1449.6439
|
| 680 |
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650 train 7.456884 (lr=3.2169e-04) (hash(x)=6396041)
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| 681 |
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651 train 7.136638 (lr=3.2050e-04) (hash(x)=7818007)
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| 682 |
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652 train 7.147539 (lr=3.1931e-04) (hash(x)=6478457)
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653 train 7.209266 (lr=3.1812e-04) (hash(x)=6277435)
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654 train 7.184879 (lr=3.1694e-04) (hash(x)=6042369)
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655 train 7.198368 (lr=3.1575e-04) (hash(x)=6226320)
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| 686 |
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656 train 7.217704 (lr=3.1456e-04) (hash(x)=5826883)
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| 687 |
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657 train 7.348736 (lr=3.1338e-04) (hash(x)=5463751)
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| 688 |
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658 train 7.266311 (lr=3.1219e-04) (hash(x)=6433080)
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| 689 |
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659 train 7.115076 (lr=3.1101e-04) (hash(x)=6579329)
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| 690 |
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660 train 7.121492 (lr=3.0982e-04) (hash(x)=4724703)
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| 691 |
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661 train 7.460013 (lr=3.0864e-04) (hash(x)=6660540)
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| 692 |
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662 train 7.267281 (lr=3.0745e-04) (hash(x)=5918756)
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| 693 |
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663 train 7.206376 (lr=3.0627e-04) (hash(x)=6491272)
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| 694 |
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664 train 7.130589 (lr=3.0509e-04) (hash(x)=5452863)
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| 695 |
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665 train 7.333635 (lr=3.0390e-04) (hash(x)=6766947)
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| 696 |
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666 train 7.698385 (lr=3.0272e-04) (hash(x)=7459504)
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| 697 |
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667 train 7.339298 (lr=3.0154e-04) (hash(x)=3721218)
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| 698 |
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668 train 7.514933 (lr=3.0036e-04) (hash(x)=7929571)
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| 699 |
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669 train 7.195997 (lr=2.9918e-04) (hash(x)=5229898)
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| 700 |
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670 train 7.219360 (lr=2.9800e-04) (hash(x)=6083090)
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| 701 |
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671 train 7.084272 (lr=2.9682e-04) (hash(x)=6054428)
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672 train 7.240918 (lr=2.9564e-04) (hash(x)=6072563)
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673 train 7.347969 (lr=2.9446e-04) (hash(x)=6290464)
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674 train 7.423286 (lr=2.9329e-04) (hash(x)=6314742)
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675 train 7.103764 (lr=2.9211e-04) (hash(x)=6904498)
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676 train 7.284342 (lr=2.9093e-04) (hash(x)=5378107)
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677 train 7.379695 (lr=2.8976e-04) (hash(x)=7765805)
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678 train 7.209647 (lr=2.8858e-04) (hash(x)=5871280)
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679 train 7.352811 (lr=2.8741e-04) (hash(x)=6543764)
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680 train 7.244007 (lr=2.8624e-04) (hash(x)=7369665)
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681 train 7.327340 (lr=2.8507e-04) (hash(x)=7204955)
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682 train 7.268192 (lr=2.8390e-04) (hash(x)=5856543)
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683 train 7.142976 (lr=2.8273e-04) (hash(x)=4423711)
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684 train 7.114275 (lr=2.8156e-04) (hash(x)=5818153)
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685 train 7.214947 (lr=2.8039e-04) (hash(x)=5343477)
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686 train 7.409268 (lr=2.7922e-04) (hash(x)=6581702)
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687 train 7.236282 (lr=2.7805e-04) (hash(x)=6595856)
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688 train 7.174536 (lr=2.7689e-04) (hash(x)=5325378)
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| 719 |
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689 train 7.094116 (lr=2.7572e-04) (hash(x)=7229015)
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| 720 |
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690 train 7.262506 (lr=2.7456e-04) (hash(x)=5918186)
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691 train 7.146507 (lr=2.7340e-04) (hash(x)=5916034)
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| 722 |
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692 train 7.164917 (lr=2.7224e-04) (hash(x)=5280722)
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| 723 |
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693 train 7.570690 (lr=2.7108e-04) (hash(x)=6939521)
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| 724 |
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694 train 7.298468 (lr=2.6992e-04) (hash(x)=5172566)
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| 725 |
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695 train 7.147656 (lr=2.6876e-04) (hash(x)=5492185)
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| 726 |
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696 train 7.028531 (lr=2.6761e-04) (hash(x)=5779011)
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| 727 |
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697 train 7.283820 (lr=2.6645e-04) (hash(x)=6898006)
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| 728 |
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698 train 7.136384 (lr=2.6530e-04) (hash(x)=5779217)
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| 729 |
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699 train 7.003380 (lr=2.6414e-04) (hash(x)=5462008)
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| 730 |
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700 val loss 7.2763
|
| 731 |
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700 val perplexity 1445.6913
|
| 732 |
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700 train 7.133677 (lr=2.6299e-04) (hash(x)=6243843)
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| 733 |
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701 train 7.201668 (lr=2.6184e-04) (hash(x)=7821902)
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| 734 |
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702 train 7.263968 (lr=2.6069e-04) (hash(x)=5222501)
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703 train 7.229538 (lr=2.5955e-04) (hash(x)=6608108)
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704 train 7.353471 (lr=2.5840e-04) (hash(x)=7602879)
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705 train 7.283667 (lr=2.5725e-04) (hash(x)=6295394)
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| 738 |
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706 train 7.240102 (lr=2.5611e-04) (hash(x)=6579907)
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| 739 |
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707 train 7.131851 (lr=2.5497e-04) (hash(x)=6803449)
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708 train 7.206299 (lr=2.5383e-04) (hash(x)=5413733)
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709 train 7.156231 (lr=2.5269e-04) (hash(x)=7444134)
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710 train 7.320212 (lr=2.5155e-04) (hash(x)=7028652)
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711 train 7.103862 (lr=2.5042e-04) (hash(x)=5361923)
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712 train 7.224922 (lr=2.4928e-04) (hash(x)=5478293)
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713 train 7.201499 (lr=2.4815e-04) (hash(x)=7803039)
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714 train 7.387799 (lr=2.4702e-04) (hash(x)=6469017)
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715 train 7.281194 (lr=2.4589e-04) (hash(x)=7042578)
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716 train 7.329437 (lr=2.4476e-04) (hash(x)=6927957)
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717 train 7.153640 (lr=2.4363e-04) (hash(x)=6647007)
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718 train 7.122975 (lr=2.4251e-04) (hash(x)=6230888)
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719 train 7.378871 (lr=2.4139e-04) (hash(x)=6303658)
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720 train 7.415677 (lr=2.4026e-04) (hash(x)=6769880)
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721 train 7.258996 (lr=2.3914e-04) (hash(x)=6158927)
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722 train 7.277626 (lr=2.3803e-04) (hash(x)=5991631)
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723 train 7.130712 (lr=2.3691e-04) (hash(x)=6419656)
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724 train 7.158002 (lr=2.3580e-04) (hash(x)=7739209)
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725 train 7.116948 (lr=2.3468e-04) (hash(x)=7891271)
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726 train 7.466895 (lr=2.3357e-04) (hash(x)=7171433)
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727 train 7.247159 (lr=2.3246e-04) (hash(x)=7099888)
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728 train 7.271505 (lr=2.3136e-04) (hash(x)=6103730)
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729 train 7.385959 (lr=2.3025e-04) (hash(x)=6352424)
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730 train 7.266267 (lr=2.2915e-04) (hash(x)=4893671)
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732 train 7.324223 (lr=2.2695e-04) (hash(x)=5502233)
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735 train 7.369040 (lr=2.2366e-04) (hash(x)=6009861)
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736 train 7.245226 (lr=2.2257e-04) (hash(x)=6152358)
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737 train 7.159678 (lr=2.2148e-04) (hash(x)=5374957)
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739 train 7.342313 (lr=2.1931e-04) (hash(x)=3923225)
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740 train 7.127966 (lr=2.1823e-04) (hash(x)=6255243)
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741 train 7.260824 (lr=2.1715e-04) (hash(x)=5848862)
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742 train 7.277327 (lr=2.1607e-04) (hash(x)=4535000)
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743 train 7.176571 (lr=2.1500e-04) (hash(x)=4440634)
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744 train 7.163837 (lr=2.1392e-04) (hash(x)=5222077)
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745 train 7.177392 (lr=2.1285e-04) (hash(x)=4788998)
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746 train 7.183031 (lr=2.1178e-04) (hash(x)=6108350)
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747 train 7.096934 (lr=2.1072e-04) (hash(x)=7378165)
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748 train 7.179675 (lr=2.0965e-04) (hash(x)=5475646)
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| 781 |
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749 train 7.192242 (lr=2.0859e-04) (hash(x)=4771243)
|
| 782 |
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750 val loss 7.2765
|
| 783 |
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750 val perplexity 1445.8718
|
| 784 |
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750 train 7.071801 (lr=2.0753e-04) (hash(x)=6668088)
|
| 785 |
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751 train 7.283248 (lr=2.0647e-04) (hash(x)=5716089)
|
| 786 |
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752 train 7.241159 (lr=2.0542e-04) (hash(x)=6991946)
|
| 787 |
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753 train 7.142903 (lr=2.0436e-04) (hash(x)=7991009)
|
| 788 |
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754 train 7.257631 (lr=2.0331e-04) (hash(x)=6037018)
|
| 789 |
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755 train 7.224583 (lr=2.0226e-04) (hash(x)=5348607)
|
| 790 |
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756 train 7.348554 (lr=2.0122e-04) (hash(x)=5190526)
|
| 791 |
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757 train 7.239732 (lr=2.0018e-04) (hash(x)=6036146)
|
| 792 |
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758 train 7.129354 (lr=1.9914e-04) (hash(x)=5329783)
|
| 793 |
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759 train 7.226395 (lr=1.9810e-04) (hash(x)=6658718)
|
| 794 |
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760 train 7.139090 (lr=1.9706e-04) (hash(x)=4820939)
|
| 795 |
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761 train 7.118741 (lr=1.9603e-04) (hash(x)=6176253)
|
| 796 |
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762 train 7.102529 (lr=1.9500e-04) (hash(x)=5316750)
|
| 797 |
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763 train 7.180678 (lr=1.9397e-04) (hash(x)=4542895)
|
| 798 |
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764 train 7.026456 (lr=1.9295e-04) (hash(x)=5395673)
|
| 799 |
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765 train 7.069162 (lr=1.9193e-04) (hash(x)=5549073)
|
| 800 |
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766 train 7.290985 (lr=1.9091e-04) (hash(x)=5233723)
|
| 801 |
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767 train 7.365542 (lr=1.8989e-04) (hash(x)=5342783)
|
| 802 |
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768 train 7.304257 (lr=1.8887e-04) (hash(x)=5552448)
|
| 803 |
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769 train 7.426475 (lr=1.8786e-04) (hash(x)=6549546)
|
| 804 |
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770 train 7.121472 (lr=1.8685e-04) (hash(x)=3816493)
|
| 805 |
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771 train 7.160312 (lr=1.8585e-04) (hash(x)=6170599)
|
| 806 |
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772 train 7.608524 (lr=1.8485e-04) (hash(x)=6708759)
|
| 807 |
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773 train 7.244777 (lr=1.8385e-04) (hash(x)=8483134)
|
| 808 |
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774 train 7.804720 (lr=1.8285e-04) (hash(x)=5583732)
|
| 809 |
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775 train 7.228591 (lr=1.8185e-04) (hash(x)=4865036)
|
| 810 |
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776 train 7.161191 (lr=1.8086e-04) (hash(x)=7234336)
|
| 811 |
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777 train 7.200143 (lr=1.7987e-04) (hash(x)=4433890)
|
| 812 |
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778 train 7.512131 (lr=1.7889e-04) (hash(x)=7484636)
|
| 813 |
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779 train 7.926641 (lr=1.7790e-04) (hash(x)=6738597)
|
| 814 |
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780 train 7.212890 (lr=1.7692e-04) (hash(x)=6752421)
|
| 815 |
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781 train 7.392477 (lr=1.7595e-04) (hash(x)=5459620)
|
| 816 |
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782 train 7.297678 (lr=1.7497e-04) (hash(x)=6718131)
|
| 817 |
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783 train 7.289261 (lr=1.7400e-04) (hash(x)=4604074)
|
| 818 |
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784 train 7.152444 (lr=1.7303e-04) (hash(x)=5946124)
|
| 819 |
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785 train 7.419847 (lr=1.7207e-04) (hash(x)=8045501)
|
| 820 |
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786 train 7.536399 (lr=1.7111e-04) (hash(x)=5712725)
|
| 821 |
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787 train 7.256878 (lr=1.7015e-04) (hash(x)=6176464)
|
| 822 |
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788 train 7.292347 (lr=1.6919e-04) (hash(x)=6276702)
|
| 823 |
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789 train 7.115613 (lr=1.6824e-04) (hash(x)=6127317)
|
| 824 |
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790 train 7.273091 (lr=1.6729e-04) (hash(x)=7221374)
|
| 825 |
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791 train 7.248471 (lr=1.6634e-04) (hash(x)=5571462)
|
| 826 |
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792 train 7.249466 (lr=1.6540e-04) (hash(x)=7518021)
|
| 827 |
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793 train 7.248608 (lr=1.6446e-04) (hash(x)=6640755)
|
| 828 |
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794 train 7.330340 (lr=1.6352e-04) (hash(x)=6870405)
|
| 829 |
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795 train 7.290612 (lr=1.6259e-04) (hash(x)=6147295)
|
| 830 |
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796 train 7.187652 (lr=1.6166e-04) (hash(x)=6782583)
|
| 831 |
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797 train 7.304230 (lr=1.6073e-04) (hash(x)=6120461)
|
| 832 |
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798 train 7.238538 (lr=1.5981e-04) (hash(x)=5893870)
|
| 833 |
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799 train 7.175369 (lr=1.5889e-04) (hash(x)=5123928)
|
| 834 |
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800 val loss 7.2628
|
| 835 |
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800 val perplexity 1426.1842
|
| 836 |
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800 train 7.238575 (lr=1.5797e-04) (hash(x)=7037251)
|
| 837 |
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801 train 7.240525 (lr=1.5705e-04) (hash(x)=5428813)
|
| 838 |
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802 train 7.165471 (lr=1.5614e-04) (hash(x)=5550387)
|
| 839 |
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803 train 7.245495 (lr=1.5524e-04) (hash(x)=6448586)
|
| 840 |
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804 train 7.384059 (lr=1.5433e-04) (hash(x)=5916934)
|
| 841 |
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805 train 7.335072 (lr=1.5343e-04) (hash(x)=8116987)
|
| 842 |
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806 train 7.318943 (lr=1.5254e-04) (hash(x)=6210899)
|
| 843 |
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807 train 7.430175 (lr=1.5164e-04) (hash(x)=5974342)
|
| 844 |
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808 train 7.420037 (lr=1.5075e-04) (hash(x)=7236199)
|
| 845 |
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809 train 7.347103 (lr=1.4987e-04) (hash(x)=5261336)
|
| 846 |
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810 train 7.184433 (lr=1.4898e-04) (hash(x)=6310720)
|
| 847 |
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811 train 7.213087 (lr=1.4810e-04) (hash(x)=5307056)
|
| 848 |
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812 train 7.075014 (lr=1.4723e-04) (hash(x)=7356633)
|
| 849 |
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813 train 7.190030 (lr=1.4635e-04) (hash(x)=5865119)
|
| 850 |
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814 train 7.088152 (lr=1.4548e-04) (hash(x)=5979205)
|
| 851 |
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815 train 7.239465 (lr=1.4462e-04) (hash(x)=6672380)
|
| 852 |
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816 train 7.222394 (lr=1.4376e-04) (hash(x)=5565030)
|
| 853 |
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817 train 7.206617 (lr=1.4290e-04) (hash(x)=6886810)
|
| 854 |
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818 train 7.270175 (lr=1.4204e-04) (hash(x)=5926478)
|
| 855 |
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819 train 7.487834 (lr=1.4119e-04) (hash(x)=6564071)
|
| 856 |
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820 train 7.114408 (lr=1.4035e-04) (hash(x)=5024280)
|
| 857 |
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821 train 7.104883 (lr=1.3950e-04) (hash(x)=7705089)
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| 858 |
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822 train 7.086552 (lr=1.3866e-04) (hash(x)=4037371)
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| 859 |
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823 train 7.180008 (lr=1.3783e-04) (hash(x)=5773073)
|
| 860 |
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824 train 7.194257 (lr=1.3699e-04) (hash(x)=7158139)
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| 861 |
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825 train 7.046433 (lr=1.3616e-04) (hash(x)=5905976)
|
| 862 |
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826 train 7.471286 (lr=1.3534e-04) (hash(x)=13897369)
|
| 863 |
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827 train 8.557480 (lr=1.3452e-04) (hash(x)=6936653)
|
| 864 |
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828 train 7.230253 (lr=1.3370e-04) (hash(x)=6592246)
|
| 865 |
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829 train 7.204882 (lr=1.3289e-04) (hash(x)=6592773)
|
| 866 |
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830 train 7.249508 (lr=1.3208e-04) (hash(x)=5461178)
|
| 867 |
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831 train 7.038263 (lr=1.3127e-04) (hash(x)=6796551)
|
| 868 |
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832 train 7.265030 (lr=1.3047e-04) (hash(x)=4721691)
|
| 869 |
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833 train 7.162796 (lr=1.2967e-04) (hash(x)=6151589)
|
| 870 |
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834 train 7.321404 (lr=1.2887e-04) (hash(x)=7008995)
|
| 871 |
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835 train 7.637057 (lr=1.2808e-04) (hash(x)=7045164)
|
| 872 |
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836 train 7.237843 (lr=1.2730e-04) (hash(x)=6614221)
|
| 873 |
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837 train 7.277291 (lr=1.2651e-04) (hash(x)=6650506)
|
| 874 |
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838 train 7.078917 (lr=1.2574e-04) (hash(x)=6363762)
|
| 875 |
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839 train 7.249407 (lr=1.2496e-04) (hash(x)=7839748)
|
| 876 |
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840 train 7.154269 (lr=1.2419e-04) (hash(x)=5124077)
|
| 877 |
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841 train 7.618376 (lr=1.2342e-04) (hash(x)=6028671)
|
| 878 |
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842 train 7.123517 (lr=1.2266e-04) (hash(x)=5427175)
|
| 879 |
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843 train 7.441318 (lr=1.2190e-04) (hash(x)=6118408)
|
| 880 |
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844 train 7.220417 (lr=1.2115e-04) (hash(x)=6022552)
|
| 881 |
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845 train 7.221863 (lr=1.2040e-04) (hash(x)=5757526)
|
| 882 |
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846 train 7.683441 (lr=1.1965e-04) (hash(x)=6476549)
|
| 883 |
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847 train 7.029605 (lr=1.1891e-04) (hash(x)=6030172)
|
| 884 |
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848 train 7.395398 (lr=1.1817e-04) (hash(x)=5917229)
|
| 885 |
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849 train 7.497690 (lr=1.1743e-04) (hash(x)=6719882)
|
| 886 |
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850 val loss 7.2594
|
| 887 |
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850 val perplexity 1421.3531
|
| 888 |
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850 train 7.322224 (lr=1.1670e-04) (hash(x)=5441498)
|
| 889 |
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851 train 7.221459 (lr=1.1598e-04) (hash(x)=5028050)
|
| 890 |
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852 train 7.235754 (lr=1.1525e-04) (hash(x)=8487491)
|
| 891 |
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853 train 7.227039 (lr=1.1454e-04) (hash(x)=5682910)
|
| 892 |
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854 train 7.414336 (lr=1.1382e-04) (hash(x)=6781362)
|
| 893 |
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855 train 7.230700 (lr=1.1311e-04) (hash(x)=5747891)
|
| 894 |
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856 train 7.278474 (lr=1.1241e-04) (hash(x)=7627661)
|
| 895 |
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857 train 6.966769 (lr=1.1171e-04) (hash(x)=5734208)
|
| 896 |
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858 train 7.106152 (lr=1.1101e-04) (hash(x)=6162015)
|
| 897 |
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859 train 7.304794 (lr=1.1032e-04) (hash(x)=7024381)
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| 898 |
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860 train 7.513941 (lr=1.0963e-04) (hash(x)=5198498)
|
| 899 |
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861 train 7.495351 (lr=1.0894e-04) (hash(x)=7814361)
|
| 900 |
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862 train 7.365499 (lr=1.0826e-04) (hash(x)=7394995)
|
| 901 |
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863 train 7.259632 (lr=1.0759e-04) (hash(x)=5765893)
|
| 902 |
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864 train 7.064799 (lr=1.0692e-04) (hash(x)=4990435)
|
| 903 |
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865 train 7.197665 (lr=1.0625e-04) (hash(x)=5572048)
|
| 904 |
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866 train 7.365871 (lr=1.0559e-04) (hash(x)=7093293)
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| 905 |
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867 train 7.245916 (lr=1.0493e-04) (hash(x)=5610058)
|
| 906 |
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868 train 7.142777 (lr=1.0427e-04) (hash(x)=6771468)
|
| 907 |
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869 train 7.187006 (lr=1.0362e-04) (hash(x)=4459483)
|
| 908 |
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870 train 7.074708 (lr=1.0298e-04) (hash(x)=4926546)
|
| 909 |
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871 train 7.193995 (lr=1.0234e-04) (hash(x)=6758411)
|
| 910 |
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872 train 7.149498 (lr=1.0170e-04) (hash(x)=7394277)
|
| 911 |
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873 train 7.278939 (lr=1.0107e-04) (hash(x)=6701381)
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| 912 |
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874 train 7.607490 (lr=1.0044e-04) (hash(x)=8120966)
|
| 913 |
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875 train 7.140362 (lr=9.9818e-05) (hash(x)=5416400)
|
| 914 |
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876 train 7.140898 (lr=9.9199e-05) (hash(x)=6292778)
|
| 915 |
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877 train 7.078300 (lr=9.8585e-05) (hash(x)=5919569)
|
| 916 |
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878 train 7.399718 (lr=9.7975e-05) (hash(x)=7561740)
|
| 917 |
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879 train 7.143291 (lr=9.7370e-05) (hash(x)=5282870)
|
| 918 |
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880 train 7.186507 (lr=9.6769e-05) (hash(x)=5473238)
|
| 919 |
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881 train 7.086699 (lr=9.6173e-05) (hash(x)=8072181)
|
| 920 |
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882 train 7.101425 (lr=9.5581e-05) (hash(x)=6757322)
|
| 921 |
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883 train 7.067219 (lr=9.4994e-05) (hash(x)=7996770)
|
| 922 |
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884 train 7.166949 (lr=9.4412e-05) (hash(x)=3181021)
|
| 923 |
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885 train 7.211201 (lr=9.3833e-05) (hash(x)=5093519)
|
| 924 |
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886 train 7.172001 (lr=9.3260e-05) (hash(x)=5391352)
|
| 925 |
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887 train 7.211829 (lr=9.2691e-05) (hash(x)=6270917)
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| 926 |
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888 train 7.215734 (lr=9.2127e-05) (hash(x)=5818195)
|
| 927 |
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889 train 6.975936 (lr=9.1567e-05) (hash(x)=5852780)
|
| 928 |
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890 train 6.901105 (lr=9.1012e-05) (hash(x)=5777928)
|
| 929 |
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891 train 7.089032 (lr=9.0461e-05) (hash(x)=5327728)
|
| 930 |
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892 train 7.121693 (lr=8.9916e-05) (hash(x)=7651281)
|
| 931 |
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893 train 7.317436 (lr=8.9374e-05) (hash(x)=6260765)
|
| 932 |
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894 train 7.196193 (lr=8.8838e-05) (hash(x)=6265102)
|
| 933 |
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895 train 7.354897 (lr=8.8306e-05) (hash(x)=6212894)
|
| 934 |
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896 train 7.137350 (lr=8.7779e-05) (hash(x)=6901967)
|
| 935 |
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897 train 7.201009 (lr=8.7256e-05) (hash(x)=6724010)
|
| 936 |
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898 train 7.199869 (lr=8.6738e-05) (hash(x)=6299033)
|
| 937 |
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899 train 7.367983 (lr=8.6225e-05) (hash(x)=6059934)
|
| 938 |
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900 val loss 7.2706
|
| 939 |
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900 val perplexity 1437.3446
|
| 940 |
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900 train 7.058852 (lr=8.5717e-05) (hash(x)=6029696)
|
| 941 |
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901 train 6.981483 (lr=8.5213e-05) (hash(x)=5587382)
|
| 942 |
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902 train 7.180746 (lr=8.4714e-05) (hash(x)=5890076)
|
| 943 |
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903 train 7.108450 (lr=8.4220e-05) (hash(x)=7274108)
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| 944 |
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904 train 7.201891 (lr=8.3731e-05) (hash(x)=7975528)
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| 945 |
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905 train 7.241421 (lr=8.3246e-05) (hash(x)=6085396)
|
| 946 |
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906 train 7.133669 (lr=8.2766e-05) (hash(x)=6724496)
|
| 947 |
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907 train 7.130234 (lr=8.2291e-05) (hash(x)=4784666)
|
| 948 |
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908 train 7.145245 (lr=8.1821e-05) (hash(x)=7193845)
|
| 949 |
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909 train 7.300814 (lr=8.1356e-05) (hash(x)=6288638)
|
| 950 |
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910 train 7.286870 (lr=8.0895e-05) (hash(x)=5685285)
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| 951 |
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911 train 7.265322 (lr=8.0439e-05) (hash(x)=7714288)
|
| 952 |
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912 train 7.338243 (lr=7.9988e-05) (hash(x)=5983679)
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| 953 |
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913 train 7.293921 (lr=7.9542e-05) (hash(x)=5534748)
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| 954 |
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914 train 7.239863 (lr=7.9101e-05) (hash(x)=6545471)
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| 955 |
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915 train 7.222851 (lr=7.8664e-05) (hash(x)=6361270)
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916 train 7.217522 (lr=7.8232e-05) (hash(x)=6257744)
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917 train 7.232538 (lr=7.7806e-05) (hash(x)=4682956)
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918 train 7.116433 (lr=7.7384e-05) (hash(x)=4521756)
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919 train 7.261102 (lr=7.6967e-05) (hash(x)=7568935)
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| 960 |
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920 train 7.169036 (lr=7.6555e-05) (hash(x)=7969353)
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| 961 |
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921 train 7.351889 (lr=7.6148e-05) (hash(x)=7973311)
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| 962 |
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922 train 7.057231 (lr=7.5746e-05) (hash(x)=4843937)
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| 963 |
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923 train 7.203022 (lr=7.5348e-05) (hash(x)=6987352)
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| 964 |
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924 train 7.316325 (lr=7.4956e-05) (hash(x)=7179418)
|
| 965 |
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925 train 6.981483 (lr=7.4568e-05) (hash(x)=5413904)
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926 train 7.367393 (lr=7.4186e-05) (hash(x)=6028105)
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| 967 |
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927 train 7.275677 (lr=7.3808e-05) (hash(x)=6732924)
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928 train 7.167045 (lr=7.3436e-05) (hash(x)=4547651)
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| 969 |
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929 train 7.338727 (lr=7.3068e-05) (hash(x)=6219754)
|
| 970 |
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930 train 7.117935 (lr=7.2706e-05) (hash(x)=7465186)
|
| 971 |
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931 train 7.254127 (lr=7.2348e-05) (hash(x)=6839070)
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| 972 |
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932 train 7.124338 (lr=7.1995e-05) (hash(x)=5390324)
|
| 973 |
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933 train 7.100323 (lr=7.1648e-05) (hash(x)=6090120)
|
| 974 |
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934 train 7.719783 (lr=7.1305e-05) (hash(x)=7123181)
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| 975 |
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935 train 7.401228 (lr=7.0967e-05) (hash(x)=7115176)
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| 976 |
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936 train 7.405222 (lr=7.0635e-05) (hash(x)=7016990)
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| 977 |
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937 train 7.167251 (lr=7.0307e-05) (hash(x)=4989299)
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938 train 7.187303 (lr=6.9984e-05) (hash(x)=6783311)
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939 train 7.153462 (lr=6.9667e-05) (hash(x)=7497590)
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940 train 7.370980 (lr=6.9354e-05) (hash(x)=6767514)
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941 train 7.134829 (lr=6.9047e-05) (hash(x)=3977557)
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942 train 7.244173 (lr=6.8744e-05) (hash(x)=4806492)
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| 983 |
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943 train 7.177331 (lr=6.8447e-05) (hash(x)=5524165)
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| 984 |
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944 train 7.236280 (lr=6.8155e-05) (hash(x)=4930752)
|
| 985 |
+
945 train 7.208829 (lr=6.7868e-05) (hash(x)=5124936)
|
| 986 |
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946 train 7.091607 (lr=6.7585e-05) (hash(x)=6877351)
|
| 987 |
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947 train 7.375976 (lr=6.7308e-05) (hash(x)=5522119)
|
| 988 |
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948 train 7.168471 (lr=6.7036e-05) (hash(x)=6183512)
|
| 989 |
+
949 train 7.099660 (lr=6.6769e-05) (hash(x)=5030865)
|
| 990 |
+
950 val loss 7.2418
|
| 991 |
+
950 val perplexity 1396.6221
|
| 992 |
+
950 train 7.184534 (lr=6.6508e-05) (hash(x)=6619812)
|
| 993 |
+
951 train 7.195469 (lr=6.6251e-05) (hash(x)=6411783)
|
| 994 |
+
952 train 7.184252 (lr=6.5999e-05) (hash(x)=6748982)
|
| 995 |
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953 train 7.088627 (lr=6.5753e-05) (hash(x)=6581937)
|
| 996 |
+
954 train 7.188861 (lr=6.5511e-05) (hash(x)=7881022)
|
| 997 |
+
955 train 7.157289 (lr=6.5275e-05) (hash(x)=5116910)
|
| 998 |
+
956 train 6.949575 (lr=6.5044e-05) (hash(x)=4880833)
|
| 999 |
+
957 train 6.997415 (lr=6.4818e-05) (hash(x)=7353459)
|
| 1000 |
+
958 train 7.074324 (lr=6.4597e-05) (hash(x)=4951302)
|
| 1001 |
+
959 train 6.977889 (lr=6.4382e-05) (hash(x)=6344535)
|
| 1002 |
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960 train 7.595117 (lr=6.4171e-05) (hash(x)=7411763)
|
| 1003 |
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961 train 7.153414 (lr=6.3966e-05) (hash(x)=5840169)
|
| 1004 |
+
962 train 7.257590 (lr=6.3765e-05) (hash(x)=5784788)
|
| 1005 |
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963 train 7.068092 (lr=6.3570e-05) (hash(x)=6754290)
|
| 1006 |
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964 train 7.341851 (lr=6.3380e-05) (hash(x)=6369963)
|
| 1007 |
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965 train 7.421086 (lr=6.3195e-05) (hash(x)=6484573)
|
| 1008 |
+
966 train 7.015618 (lr=6.3016e-05) (hash(x)=6516338)
|
| 1009 |
+
967 train 7.039011 (lr=6.2841e-05) (hash(x)=5260125)
|
| 1010 |
+
968 train 7.170541 (lr=6.2672e-05) (hash(x)=5781624)
|
| 1011 |
+
969 train 6.965876 (lr=6.2508e-05) (hash(x)=4881179)
|
| 1012 |
+
970 train 7.078770 (lr=6.2349e-05) (hash(x)=6707821)
|
| 1013 |
+
971 train 7.228146 (lr=6.2195e-05) (hash(x)=5001634)
|
| 1014 |
+
972 train 7.092967 (lr=6.2046e-05) (hash(x)=4402949)
|
| 1015 |
+
973 train 7.117911 (lr=6.1903e-05) (hash(x)=7424810)
|
| 1016 |
+
974 train 7.009636 (lr=6.1765e-05) (hash(x)=4814803)
|
| 1017 |
+
975 train 6.924478 (lr=6.1632e-05) (hash(x)=5176431)
|
| 1018 |
+
976 train 7.129508 (lr=6.1504e-05) (hash(x)=5769393)
|
| 1019 |
+
977 train 7.071016 (lr=6.1381e-05) (hash(x)=5421624)
|
| 1020 |
+
978 train 7.266103 (lr=6.1264e-05) (hash(x)=5999773)
|
| 1021 |
+
979 train 6.982728 (lr=6.1152e-05) (hash(x)=5674439)
|
| 1022 |
+
980 train 7.075795 (lr=6.1045e-05) (hash(x)=6345351)
|
| 1023 |
+
981 train 7.013047 (lr=6.0943e-05) (hash(x)=5819157)
|
| 1024 |
+
982 train 7.228723 (lr=6.0846e-05) (hash(x)=11159355)
|
| 1025 |
+
983 train 7.189655 (lr=6.0755e-05) (hash(x)=6506856)
|
| 1026 |
+
984 train 7.098700 (lr=6.0669e-05) (hash(x)=6331023)
|
| 1027 |
+
985 train 7.012566 (lr=6.0588e-05) (hash(x)=6119124)
|
| 1028 |
+
986 train 7.222008 (lr=6.0512e-05) (hash(x)=8142528)
|
| 1029 |
+
987 train 7.398296 (lr=6.0442e-05) (hash(x)=6241669)
|
| 1030 |
+
988 train 7.019189 (lr=6.0376e-05) (hash(x)=3852991)
|
| 1031 |
+
989 train 6.764310 (lr=6.0316e-05) (hash(x)=4992756)
|
| 1032 |
+
990 train 7.469626 (lr=6.0261e-05) (hash(x)=7097145)
|
| 1033 |
+
991 train 7.224168 (lr=6.0212e-05) (hash(x)=7277927)
|
| 1034 |
+
992 train 7.309268 (lr=6.0167e-05) (hash(x)=5661400)
|
| 1035 |
+
993 train 7.233738 (lr=6.0128e-05) (hash(x)=6622097)
|
| 1036 |
+
994 train 7.360166 (lr=6.0094e-05) (hash(x)=5016804)
|
| 1037 |
+
995 train 7.464649 (lr=6.0065e-05) (hash(x)=7026582)
|
| 1038 |
+
996 train 7.222393 (lr=6.0042e-05) (hash(x)=5639136)
|
| 1039 |
+
997 train 7.373614 (lr=6.0024e-05) (hash(x)=5840987)
|
| 1040 |
+
998 train 6.998946 (lr=6.0010e-05) (hash(x)=5265410)
|
| 1041 |
+
999 val loss 7.2390
|
| 1042 |
+
999 val perplexity 1392.6698
|
| 1043 |
+
999 train 6.987595 (lr=6.0003e-05) (hash(x)=4351074)
|
lr6e-4_total_batch_size20480_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8fd1351b9402e5d451275fcc7123642c74a1c85ab783e5d90bee901b44bfbe00
|
| 3 |
+
size 36163010
|
lr6e-4_total_batch_size20480_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c1ed05284f556dc76f4ac1ff8fb0061a10f172a28287b94230c270990fbccdf0
|
| 3 |
+
size 70764358
|