Upload folder using huggingface_hub
Browse files- lr3e-4_total_batch_size20480_seq_len128/args.json +1 -0
- lr3e-4_total_batch_size20480_seq_len128/dataloader_00999.pt +3 -0
- lr3e-4_total_batch_size20480_seq_len128/log2.txt +1043 -0
- lr3e-4_total_batch_size20480_seq_len128/model_00999.pt +3 -0
- lr3e-4_total_batch_size20480_seq_len128/optimizer_00999.pt +3 -0
lr3e-4_total_batch_size20480_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr3e-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": 0.0003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr3e-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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lr3e-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=1.0490e-06) (hash(x)=5113283)
|
| 5 |
+
1 train 11.676708 (lr=2.0979e-06) (hash(x)=5534142)
|
| 6 |
+
2 train 11.701111 (lr=3.1469e-06) (hash(x)=6763231)
|
| 7 |
+
3 train 11.675781 (lr=4.1958e-06) (hash(x)=6328012)
|
| 8 |
+
4 train 11.666820 (lr=5.2448e-06) (hash(x)=7052161)
|
| 9 |
+
5 train 11.659793 (lr=6.2937e-06) (hash(x)=5556098)
|
| 10 |
+
6 train 11.629516 (lr=7.3427e-06) (hash(x)=4696943)
|
| 11 |
+
7 train 11.586353 (lr=8.3916e-06) (hash(x)=6219138)
|
| 12 |
+
8 train 11.554424 (lr=9.4406e-06) (hash(x)=6049878)
|
| 13 |
+
9 train 11.537850 (lr=1.0490e-05) (hash(x)=5491972)
|
| 14 |
+
10 train 11.525458 (lr=1.1538e-05) (hash(x)=8075458)
|
| 15 |
+
11 train 11.455849 (lr=1.2587e-05) (hash(x)=5917741)
|
| 16 |
+
12 train 11.431676 (lr=1.3636e-05) (hash(x)=5750403)
|
| 17 |
+
13 train 11.387834 (lr=1.4685e-05) (hash(x)=6112458)
|
| 18 |
+
14 train 11.352572 (lr=1.5734e-05) (hash(x)=5806490)
|
| 19 |
+
15 train 11.282389 (lr=1.6783e-05) (hash(x)=6568379)
|
| 20 |
+
16 train 11.215393 (lr=1.7832e-05) (hash(x)=7212403)
|
| 21 |
+
17 train 11.162113 (lr=1.8881e-05) (hash(x)=7386082)
|
| 22 |
+
18 train 11.111923 (lr=1.9930e-05) (hash(x)=6359743)
|
| 23 |
+
19 train 11.061787 (lr=2.0979e-05) (hash(x)=6151674)
|
| 24 |
+
20 train 11.034362 (lr=2.2028e-05) (hash(x)=7168704)
|
| 25 |
+
21 train 10.964106 (lr=2.3077e-05) (hash(x)=7859060)
|
| 26 |
+
22 train 10.882087 (lr=2.4126e-05) (hash(x)=6976239)
|
| 27 |
+
23 train 10.858698 (lr=2.5175e-05) (hash(x)=6391506)
|
| 28 |
+
24 train 10.811526 (lr=2.6224e-05) (hash(x)=5245999)
|
| 29 |
+
25 train 10.752240 (lr=2.7273e-05) (hash(x)=5985675)
|
| 30 |
+
26 train 10.654097 (lr=2.8322e-05) (hash(x)=4355733)
|
| 31 |
+
27 train 10.757939 (lr=2.9371e-05) (hash(x)=6984772)
|
| 32 |
+
28 train 10.629652 (lr=3.0420e-05) (hash(x)=6244096)
|
| 33 |
+
29 train 10.619232 (lr=3.1469e-05) (hash(x)=6603717)
|
| 34 |
+
30 train 10.511764 (lr=3.2517e-05) (hash(x)=5669522)
|
| 35 |
+
31 train 10.487042 (lr=3.3566e-05) (hash(x)=6190579)
|
| 36 |
+
32 train 10.534955 (lr=3.4615e-05) (hash(x)=4912983)
|
| 37 |
+
33 train 10.417913 (lr=3.5664e-05) (hash(x)=7276303)
|
| 38 |
+
34 train 10.463884 (lr=3.6713e-05) (hash(x)=5479947)
|
| 39 |
+
35 train 10.541850 (lr=3.7762e-05) (hash(x)=6630378)
|
| 40 |
+
36 train 10.477726 (lr=3.8811e-05) (hash(x)=8097010)
|
| 41 |
+
37 train 10.524167 (lr=3.9860e-05) (hash(x)=9989744)
|
| 42 |
+
38 train 10.404040 (lr=4.0909e-05) (hash(x)=6694932)
|
| 43 |
+
39 train 10.342054 (lr=4.1958e-05) (hash(x)=6317894)
|
| 44 |
+
40 train 10.266819 (lr=4.3007e-05) (hash(x)=5046327)
|
| 45 |
+
41 train 10.338000 (lr=4.4056e-05) (hash(x)=7947703)
|
| 46 |
+
42 train 10.220985 (lr=4.5105e-05) (hash(x)=5916068)
|
| 47 |
+
43 train 10.306259 (lr=4.6154e-05) (hash(x)=5777498)
|
| 48 |
+
44 train 10.244427 (lr=4.7203e-05) (hash(x)=5753092)
|
| 49 |
+
45 train 10.239865 (lr=4.8252e-05) (hash(x)=7723226)
|
| 50 |
+
46 train 10.233941 (lr=4.9301e-05) (hash(x)=7007016)
|
| 51 |
+
47 train 10.164026 (lr=5.0350e-05) (hash(x)=6491229)
|
| 52 |
+
48 train 10.216297 (lr=5.1399e-05) (hash(x)=6390752)
|
| 53 |
+
49 train 10.332674 (lr=5.2448e-05) (hash(x)=6019389)
|
| 54 |
+
50 val loss 10.2210
|
| 55 |
+
50 val perplexity 27474.1973
|
| 56 |
+
50 train 10.207131 (lr=5.3497e-05) (hash(x)=7662067)
|
| 57 |
+
51 train 10.215717 (lr=5.4545e-05) (hash(x)=4648609)
|
| 58 |
+
52 train 10.160510 (lr=5.5594e-05) (hash(x)=4725966)
|
| 59 |
+
53 train 10.132288 (lr=5.6643e-05) (hash(x)=5558355)
|
| 60 |
+
54 train 10.174389 (lr=5.7692e-05) (hash(x)=6524933)
|
| 61 |
+
55 train 10.131278 (lr=5.8741e-05) (hash(x)=6369326)
|
| 62 |
+
56 train 10.102547 (lr=5.9790e-05) (hash(x)=6022625)
|
| 63 |
+
57 train 10.055982 (lr=6.0839e-05) (hash(x)=4906853)
|
| 64 |
+
58 train 9.905285 (lr=6.1888e-05) (hash(x)=5589269)
|
| 65 |
+
59 train 10.027572 (lr=6.2937e-05) (hash(x)=6437376)
|
| 66 |
+
60 train 10.062085 (lr=6.3986e-05) (hash(x)=7304892)
|
| 67 |
+
61 train 10.016556 (lr=6.5035e-05) (hash(x)=7084093)
|
| 68 |
+
62 train 10.036841 (lr=6.6084e-05) (hash(x)=5908178)
|
| 69 |
+
63 train 9.849921 (lr=6.7133e-05) (hash(x)=7048804)
|
| 70 |
+
64 train 9.929809 (lr=6.8182e-05) (hash(x)=6085549)
|
| 71 |
+
65 train 9.932182 (lr=6.9231e-05) (hash(x)=5752594)
|
| 72 |
+
66 train 9.758349 (lr=7.0280e-05) (hash(x)=7662769)
|
| 73 |
+
67 train 9.627929 (lr=7.1329e-05) (hash(x)=6393520)
|
| 74 |
+
68 train 9.875592 (lr=7.2378e-05) (hash(x)=5942867)
|
| 75 |
+
69 train 9.865605 (lr=7.3427e-05) (hash(x)=6793550)
|
| 76 |
+
70 train 9.733513 (lr=7.4476e-05) (hash(x)=7105976)
|
| 77 |
+
71 train 9.765862 (lr=7.5524e-05) (hash(x)=6581348)
|
| 78 |
+
72 train 9.716233 (lr=7.6573e-05) (hash(x)=5555598)
|
| 79 |
+
73 train 9.645407 (lr=7.7622e-05) (hash(x)=6235837)
|
| 80 |
+
74 train 9.594195 (lr=7.8671e-05) (hash(x)=5591770)
|
| 81 |
+
75 train 9.782149 (lr=7.9720e-05) (hash(x)=7083021)
|
| 82 |
+
76 train 9.627707 (lr=8.0769e-05) (hash(x)=7281348)
|
| 83 |
+
77 train 9.650533 (lr=8.1818e-05) (hash(x)=6155821)
|
| 84 |
+
78 train 9.516935 (lr=8.2867e-05) (hash(x)=5736241)
|
| 85 |
+
79 train 9.447936 (lr=8.3916e-05) (hash(x)=5657123)
|
| 86 |
+
80 train 9.325729 (lr=8.4965e-05) (hash(x)=6452095)
|
| 87 |
+
81 train 9.352224 (lr=8.6014e-05) (hash(x)=5312267)
|
| 88 |
+
82 train 9.337975 (lr=8.7063e-05) (hash(x)=5434493)
|
| 89 |
+
83 train 9.412885 (lr=8.8112e-05) (hash(x)=6830813)
|
| 90 |
+
84 train 9.311926 (lr=8.9161e-05) (hash(x)=4752771)
|
| 91 |
+
85 train 9.317992 (lr=9.0210e-05) (hash(x)=6424933)
|
| 92 |
+
86 train 9.231092 (lr=9.1259e-05) (hash(x)=5786517)
|
| 93 |
+
87 train 9.228902 (lr=9.2308e-05) (hash(x)=6680023)
|
| 94 |
+
88 train 9.124507 (lr=9.3357e-05) (hash(x)=6474729)
|
| 95 |
+
89 train 9.173040 (lr=9.4406e-05) (hash(x)=7523279)
|
| 96 |
+
90 train 8.999133 (lr=9.5455e-05) (hash(x)=5508768)
|
| 97 |
+
91 train 9.072744 (lr=9.6503e-05) (hash(x)=6635925)
|
| 98 |
+
92 train 9.032050 (lr=9.7552e-05) (hash(x)=6663801)
|
| 99 |
+
93 train 8.996291 (lr=9.8601e-05) (hash(x)=5869441)
|
| 100 |
+
94 train 8.985525 (lr=9.9650e-05) (hash(x)=6698878)
|
| 101 |
+
95 train 8.938889 (lr=1.0070e-04) (hash(x)=6349004)
|
| 102 |
+
96 train 8.915824 (lr=1.0175e-04) (hash(x)=4986137)
|
| 103 |
+
97 train 8.705990 (lr=1.0280e-04) (hash(x)=6008454)
|
| 104 |
+
98 train 8.736839 (lr=1.0385e-04) (hash(x)=6550770)
|
| 105 |
+
99 train 8.823233 (lr=1.0490e-04) (hash(x)=7682741)
|
| 106 |
+
100 val loss 8.7937
|
| 107 |
+
100 val perplexity 6592.7949
|
| 108 |
+
100 train 8.849685 (lr=1.0594e-04) (hash(x)=7892158)
|
| 109 |
+
101 train 8.745862 (lr=1.0699e-04) (hash(x)=7794028)
|
| 110 |
+
102 train 8.734698 (lr=1.0804e-04) (hash(x)=7093523)
|
| 111 |
+
103 train 8.696432 (lr=1.0909e-04) (hash(x)=6166062)
|
| 112 |
+
104 train 8.634153 (lr=1.1014e-04) (hash(x)=6645781)
|
| 113 |
+
105 train 8.631236 (lr=1.1119e-04) (hash(x)=4811192)
|
| 114 |
+
106 train 8.527868 (lr=1.1224e-04) (hash(x)=5970866)
|
| 115 |
+
107 train 8.566043 (lr=1.1329e-04) (hash(x)=7822680)
|
| 116 |
+
108 train 8.471962 (lr=1.1434e-04) (hash(x)=6317317)
|
| 117 |
+
109 train 8.506813 (lr=1.1538e-04) (hash(x)=6431409)
|
| 118 |
+
110 train 8.519050 (lr=1.1643e-04) (hash(x)=6653337)
|
| 119 |
+
111 train 8.434496 (lr=1.1748e-04) (hash(x)=5323032)
|
| 120 |
+
112 train 8.370646 (lr=1.1853e-04) (hash(x)=5125339)
|
| 121 |
+
113 train 8.351119 (lr=1.1958e-04) (hash(x)=7363286)
|
| 122 |
+
114 train 8.539948 (lr=1.2063e-04) (hash(x)=7670050)
|
| 123 |
+
115 train 8.361479 (lr=1.2168e-04) (hash(x)=5616075)
|
| 124 |
+
116 train 8.390615 (lr=1.2273e-04) (hash(x)=6593764)
|
| 125 |
+
117 train 8.417207 (lr=1.2378e-04) (hash(x)=5672608)
|
| 126 |
+
118 train 8.325613 (lr=1.2483e-04) (hash(x)=6828653)
|
| 127 |
+
119 train 8.275153 (lr=1.2587e-04) (hash(x)=6839867)
|
| 128 |
+
120 train 8.342884 (lr=1.2692e-04) (hash(x)=8426992)
|
| 129 |
+
121 train 8.093615 (lr=1.2797e-04) (hash(x)=4916928)
|
| 130 |
+
122 train 8.249154 (lr=1.2902e-04) (hash(x)=6484050)
|
| 131 |
+
123 train 8.298876 (lr=1.3007e-04) (hash(x)=8353379)
|
| 132 |
+
124 train 8.190125 (lr=1.3112e-04) (hash(x)=6552510)
|
| 133 |
+
125 train 8.198230 (lr=1.3217e-04) (hash(x)=4838871)
|
| 134 |
+
126 train 7.971184 (lr=1.3322e-04) (hash(x)=3021697)
|
| 135 |
+
127 train 8.057299 (lr=1.3427e-04) (hash(x)=6795665)
|
| 136 |
+
128 train 8.020698 (lr=1.3531e-04) (hash(x)=5486935)
|
| 137 |
+
129 train 8.192800 (lr=1.3636e-04) (hash(x)=6678038)
|
| 138 |
+
130 train 8.187574 (lr=1.3741e-04) (hash(x)=6657714)
|
| 139 |
+
131 train 8.138894 (lr=1.3846e-04) (hash(x)=6112215)
|
| 140 |
+
132 train 8.114148 (lr=1.3951e-04) (hash(x)=8353143)
|
| 141 |
+
133 train 8.111702 (lr=1.4056e-04) (hash(x)=5915361)
|
| 142 |
+
134 train 8.003416 (lr=1.4161e-04) (hash(x)=6254885)
|
| 143 |
+
135 train 8.043524 (lr=1.4266e-04) (hash(x)=5771588)
|
| 144 |
+
136 train 8.000712 (lr=1.4371e-04) (hash(x)=5561507)
|
| 145 |
+
137 train 7.969571 (lr=1.4476e-04) (hash(x)=5688829)
|
| 146 |
+
138 train 7.905279 (lr=1.4580e-04) (hash(x)=5371951)
|
| 147 |
+
139 train 8.022487 (lr=1.4685e-04) (hash(x)=5443305)
|
| 148 |
+
140 train 8.070007 (lr=1.4790e-04) (hash(x)=5016757)
|
| 149 |
+
141 train 8.042087 (lr=1.4895e-04) (hash(x)=6901933)
|
| 150 |
+
142 train 7.990163 (lr=1.5000e-04) (hash(x)=6019085)
|
| 151 |
+
143 train 7.879982 (lr=1.5105e-04) (hash(x)=4294425)
|
| 152 |
+
144 train 7.935308 (lr=1.5210e-04) (hash(x)=6095229)
|
| 153 |
+
145 train 7.785444 (lr=1.5315e-04) (hash(x)=4363941)
|
| 154 |
+
146 train 7.870748 (lr=1.5420e-04) (hash(x)=4693798)
|
| 155 |
+
147 train 8.296747 (lr=1.5524e-04) (hash(x)=5486335)
|
| 156 |
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148 train 8.121498 (lr=1.5629e-04) (hash(x)=7907450)
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| 157 |
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149 train 7.992430 (lr=1.5734e-04) (hash(x)=7295165)
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150 val loss 7.8979
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| 159 |
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150 val perplexity 2691.5112
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| 160 |
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150 train 7.912203 (lr=1.5839e-04) (hash(x)=6814026)
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151 train 7.993955 (lr=1.5944e-04) (hash(x)=6267424)
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152 train 7.985445 (lr=1.6049e-04) (hash(x)=8086437)
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153 train 8.001595 (lr=1.6154e-04) (hash(x)=5270452)
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154 train 7.871445 (lr=1.6259e-04) (hash(x)=6420820)
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155 train 7.778224 (lr=1.6364e-04) (hash(x)=6305297)
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156 train 7.925109 (lr=1.6469e-04) (hash(x)=7889849)
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157 train 8.225861 (lr=1.6573e-04) (hash(x)=6040077)
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158 train 8.231306 (lr=1.6678e-04) (hash(x)=5652497)
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159 train 7.815346 (lr=1.6783e-04) (hash(x)=7130251)
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160 train 7.704233 (lr=1.6888e-04) (hash(x)=6610177)
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161 train 7.763867 (lr=1.6993e-04) (hash(x)=6508350)
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162 train 7.912722 (lr=1.7098e-04) (hash(x)=6994983)
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163 train 7.852048 (lr=1.7203e-04) (hash(x)=5859576)
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164 train 7.418035 (lr=1.7308e-04) (hash(x)=5487065)
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165 train 7.663095 (lr=1.7413e-04) (hash(x)=4892065)
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166 train 7.556420 (lr=1.7517e-04) (hash(x)=4933674)
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167 train 7.815187 (lr=1.7622e-04) (hash(x)=7317289)
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168 train 7.889915 (lr=1.7727e-04) (hash(x)=6811522)
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169 train 7.721096 (lr=1.7832e-04) (hash(x)=5510218)
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170 train 7.878978 (lr=1.7937e-04) (hash(x)=7304235)
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171 train 8.009256 (lr=1.8042e-04) (hash(x)=6752265)
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172 train 7.722233 (lr=1.8147e-04) (hash(x)=5994476)
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173 train 7.691530 (lr=1.8252e-04) (hash(x)=6530867)
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174 train 7.787774 (lr=1.8357e-04) (hash(x)=5746260)
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175 train 7.746581 (lr=1.8462e-04) (hash(x)=5790078)
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176 train 7.753730 (lr=1.8566e-04) (hash(x)=6430135)
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177 train 7.808633 (lr=1.8671e-04) (hash(x)=7614023)
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178 train 7.795862 (lr=1.8776e-04) (hash(x)=5244861)
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179 train 7.783302 (lr=1.8881e-04) (hash(x)=5245146)
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180 train 7.680959 (lr=1.8986e-04) (hash(x)=6415565)
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181 train 7.732317 (lr=1.9091e-04) (hash(x)=5786972)
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182 train 7.758905 (lr=1.9196e-04) (hash(x)=6131703)
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183 train 7.771471 (lr=1.9301e-04) (hash(x)=6346459)
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184 train 7.810459 (lr=1.9406e-04) (hash(x)=6504131)
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185 train 7.791246 (lr=1.9510e-04) (hash(x)=5209234)
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186 train 7.701930 (lr=1.9615e-04) (hash(x)=6163272)
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187 train 7.693328 (lr=1.9720e-04) (hash(x)=5676768)
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188 train 7.784185 (lr=1.9825e-04) (hash(x)=6090561)
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189 train 7.906965 (lr=1.9930e-04) (hash(x)=5863092)
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190 train 7.827556 (lr=2.0035e-04) (hash(x)=7201312)
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191 train 7.895401 (lr=2.0140e-04) (hash(x)=7019489)
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192 train 7.665209 (lr=2.0245e-04) (hash(x)=6225608)
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193 train 7.753797 (lr=2.0350e-04) (hash(x)=5483019)
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194 train 7.701184 (lr=2.0455e-04) (hash(x)=5903258)
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195 train 7.737371 (lr=2.0559e-04) (hash(x)=5968716)
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196 train 7.723792 (lr=2.0664e-04) (hash(x)=5778017)
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197 train 7.482740 (lr=2.0769e-04) (hash(x)=7780194)
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198 train 7.662518 (lr=2.0874e-04) (hash(x)=6140998)
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| 209 |
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199 train 7.652005 (lr=2.0979e-04) (hash(x)=3784321)
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| 210 |
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200 val loss 7.6755
|
| 211 |
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200 val perplexity 2155.0044
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| 212 |
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200 train 7.671607 (lr=2.1084e-04) (hash(x)=5860821)
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| 213 |
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201 train 7.723384 (lr=2.1189e-04) (hash(x)=7774109)
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202 train 7.859271 (lr=2.1294e-04) (hash(x)=7997664)
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203 train 7.848633 (lr=2.1399e-04) (hash(x)=6576749)
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204 train 7.770655 (lr=2.1503e-04) (hash(x)=7266655)
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205 train 7.737950 (lr=2.1608e-04) (hash(x)=7072404)
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206 train 7.651393 (lr=2.1713e-04) (hash(x)=6626459)
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207 train 7.667358 (lr=2.1818e-04) (hash(x)=6556025)
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208 train 7.702430 (lr=2.1923e-04) (hash(x)=5942129)
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209 train 7.788536 (lr=2.2028e-04) (hash(x)=7325027)
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210 train 7.782286 (lr=2.2133e-04) (hash(x)=7322467)
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211 train 7.729346 (lr=2.2238e-04) (hash(x)=6373412)
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212 train 7.521658 (lr=2.2343e-04) (hash(x)=7332255)
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213 train 7.785574 (lr=2.2448e-04) (hash(x)=5262868)
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214 train 7.520272 (lr=2.2552e-04) (hash(x)=5688247)
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215 train 7.683411 (lr=2.2657e-04) (hash(x)=8055563)
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216 train 7.685807 (lr=2.2762e-04) (hash(x)=5352405)
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217 train 7.741713 (lr=2.2867e-04) (hash(x)=5932790)
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218 train 7.706045 (lr=2.2972e-04) (hash(x)=6249312)
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219 train 7.655143 (lr=2.3077e-04) (hash(x)=5680154)
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220 train 7.747571 (lr=2.3182e-04) (hash(x)=8156280)
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221 train 7.698575 (lr=2.3287e-04) (hash(x)=5914217)
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222 train 7.556319 (lr=2.3392e-04) (hash(x)=7120215)
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223 train 7.719099 (lr=2.3497e-04) (hash(x)=6424128)
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224 train 7.480410 (lr=2.3601e-04) (hash(x)=4390027)
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225 train 7.682307 (lr=2.3706e-04) (hash(x)=7804089)
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226 train 7.777087 (lr=2.3811e-04) (hash(x)=7130267)
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227 train 7.594497 (lr=2.3916e-04) (hash(x)=6490149)
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228 train 7.627467 (lr=2.4021e-04) (hash(x)=9276378)
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229 train 7.655799 (lr=2.4126e-04) (hash(x)=6283540)
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230 train 7.650188 (lr=2.4231e-04) (hash(x)=5781680)
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231 train 7.608116 (lr=2.4336e-04) (hash(x)=5728337)
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232 train 7.589152 (lr=2.4441e-04) (hash(x)=6278202)
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233 train 7.693795 (lr=2.4545e-04) (hash(x)=7400272)
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234 train 7.658174 (lr=2.4650e-04) (hash(x)=5795128)
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235 train 7.626445 (lr=2.4755e-04) (hash(x)=6473432)
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236 train 7.644034 (lr=2.4860e-04) (hash(x)=5201502)
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237 train 7.837049 (lr=2.4965e-04) (hash(x)=6922646)
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238 train 7.576366 (lr=2.5070e-04) (hash(x)=5484641)
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239 train 7.641743 (lr=2.5175e-04) (hash(x)=7277141)
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240 train 7.646794 (lr=2.5280e-04) (hash(x)=5604614)
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241 train 7.706406 (lr=2.5385e-04) (hash(x)=7443124)
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242 train 7.717721 (lr=2.5490e-04) (hash(x)=5601968)
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| 255 |
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243 train 7.611050 (lr=2.5594e-04) (hash(x)=5632735)
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| 256 |
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244 train 7.588712 (lr=2.5699e-04) (hash(x)=5594810)
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| 257 |
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245 train 7.457670 (lr=2.5804e-04) (hash(x)=5881015)
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246 train 7.599965 (lr=2.5909e-04) (hash(x)=6865361)
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247 train 7.698141 (lr=2.6014e-04) (hash(x)=5809411)
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248 train 7.689106 (lr=2.6119e-04) (hash(x)=6293025)
|
| 261 |
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249 train 7.615714 (lr=2.6224e-04) (hash(x)=7232964)
|
| 262 |
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250 val loss 7.6412
|
| 263 |
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250 val perplexity 2082.2432
|
| 264 |
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250 train 7.568135 (lr=2.6329e-04) (hash(x)=5646619)
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| 265 |
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251 train 7.694153 (lr=2.6434e-04) (hash(x)=6171829)
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| 266 |
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252 train 7.737913 (lr=2.6538e-04) (hash(x)=7787552)
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| 267 |
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253 train 7.703186 (lr=2.6643e-04) (hash(x)=5884456)
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| 268 |
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254 train 7.724929 (lr=2.6748e-04) (hash(x)=6752162)
|
| 269 |
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255 train 7.620440 (lr=2.6853e-04) (hash(x)=5077031)
|
| 270 |
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256 train 7.799653 (lr=2.6958e-04) (hash(x)=6883481)
|
| 271 |
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257 train 7.692284 (lr=2.7063e-04) (hash(x)=6248895)
|
| 272 |
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258 train 7.562183 (lr=2.7168e-04) (hash(x)=6636615)
|
| 273 |
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259 train 7.749110 (lr=2.7273e-04) (hash(x)=6918004)
|
| 274 |
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260 train 7.660610 (lr=2.7378e-04) (hash(x)=7302874)
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| 275 |
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261 train 7.780438 (lr=2.7483e-04) (hash(x)=6482466)
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| 276 |
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262 train 7.622699 (lr=2.7587e-04) (hash(x)=7298317)
|
| 277 |
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263 train 7.654732 (lr=2.7692e-04) (hash(x)=6588573)
|
| 278 |
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264 train 7.656054 (lr=2.7797e-04) (hash(x)=6229630)
|
| 279 |
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265 train 7.719543 (lr=2.7902e-04) (hash(x)=6136939)
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| 280 |
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266 train 7.480398 (lr=2.8007e-04) (hash(x)=6394645)
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| 281 |
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267 train 7.703724 (lr=2.8112e-04) (hash(x)=7040157)
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268 train 7.755861 (lr=2.8217e-04) (hash(x)=7041858)
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| 283 |
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269 train 7.674430 (lr=2.8322e-04) (hash(x)=6455595)
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| 284 |
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270 train 7.596068 (lr=2.8427e-04) (hash(x)=6480443)
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271 train 7.752872 (lr=2.8531e-04) (hash(x)=4122983)
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272 train 7.589568 (lr=2.8636e-04) (hash(x)=7672190)
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273 train 7.625854 (lr=2.8741e-04) (hash(x)=4724052)
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274 train 7.574381 (lr=2.8846e-04) (hash(x)=6654267)
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275 train 7.564238 (lr=2.8951e-04) (hash(x)=6820797)
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276 train 7.649192 (lr=2.9056e-04) (hash(x)=6458662)
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277 train 8.027090 (lr=2.9161e-04) (hash(x)=7477594)
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278 train 7.702743 (lr=2.9266e-04) (hash(x)=5876574)
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279 train 7.423265 (lr=2.9371e-04) (hash(x)=6146305)
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280 train 7.606751 (lr=2.9476e-04) (hash(x)=6162080)
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| 295 |
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281 train 7.544919 (lr=2.9580e-04) (hash(x)=6814831)
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282 train 7.678919 (lr=2.9685e-04) (hash(x)=7138295)
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| 297 |
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283 train 7.459593 (lr=2.9790e-04) (hash(x)=5548298)
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| 298 |
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284 train 7.562262 (lr=2.9895e-04) (hash(x)=6265078)
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| 299 |
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285 train 7.934306 (lr=3.0000e-04) (hash(x)=7609416)
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| 300 |
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286 train 7.632717 (lr=3.0000e-04) (hash(x)=6909367)
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| 301 |
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287 train 7.729055 (lr=3.0000e-04) (hash(x)=7574342)
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| 302 |
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288 train 7.548546 (lr=2.9999e-04) (hash(x)=8859748)
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| 303 |
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289 train 7.500642 (lr=2.9999e-04) (hash(x)=5906937)
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| 304 |
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290 train 7.521149 (lr=2.9998e-04) (hash(x)=7243024)
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| 305 |
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291 train 7.640011 (lr=2.9997e-04) (hash(x)=8013471)
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| 306 |
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292 train 7.550640 (lr=2.9995e-04) (hash(x)=5659461)
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| 307 |
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293 train 7.586187 (lr=2.9994e-04) (hash(x)=6146213)
|
| 308 |
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294 train 7.642905 (lr=2.9992e-04) (hash(x)=6602917)
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| 309 |
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295 train 7.559807 (lr=2.9989e-04) (hash(x)=6709902)
|
| 310 |
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296 train 7.672787 (lr=2.9987e-04) (hash(x)=8154341)
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| 311 |
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297 train 7.826360 (lr=2.9984e-04) (hash(x)=6402571)
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| 312 |
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298 train 7.566641 (lr=2.9981e-04) (hash(x)=5605466)
|
| 313 |
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299 train 7.530876 (lr=2.9978e-04) (hash(x)=7683614)
|
| 314 |
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300 val loss 7.5818
|
| 315 |
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300 val perplexity 1962.0988
|
| 316 |
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300 train 7.628918 (lr=2.9974e-04) (hash(x)=5421572)
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301 train 7.460176 (lr=2.9971e-04) (hash(x)=5453026)
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| 318 |
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302 train 7.540658 (lr=2.9967e-04) (hash(x)=6437746)
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303 train 7.433335 (lr=2.9962e-04) (hash(x)=6260017)
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304 train 7.545810 (lr=2.9958e-04) (hash(x)=6119053)
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305 train 7.710012 (lr=2.9953e-04) (hash(x)=6591466)
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306 train 7.608360 (lr=2.9948e-04) (hash(x)=5652701)
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307 train 7.588357 (lr=2.9942e-04) (hash(x)=5501472)
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| 324 |
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308 train 7.785321 (lr=2.9937e-04) (hash(x)=6160695)
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309 train 7.524523 (lr=2.9931e-04) (hash(x)=5871698)
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310 train 7.499079 (lr=2.9925e-04) (hash(x)=7301184)
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311 train 7.430365 (lr=2.9918e-04) (hash(x)=4282052)
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312 train 7.635791 (lr=2.9912e-04) (hash(x)=5679330)
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313 train 7.482482 (lr=2.9905e-04) (hash(x)=7824660)
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314 train 7.521547 (lr=2.9898e-04) (hash(x)=4857318)
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315 train 7.457191 (lr=2.9890e-04) (hash(x)=5954950)
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316 train 7.550009 (lr=2.9883e-04) (hash(x)=5758178)
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317 train 7.549527 (lr=2.9875e-04) (hash(x)=5484656)
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318 train 7.567085 (lr=2.9866e-04) (hash(x)=6818913)
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319 train 7.758262 (lr=2.9858e-04) (hash(x)=7031328)
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320 train 7.603953 (lr=2.9849e-04) (hash(x)=6837621)
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| 337 |
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321 train 7.631477 (lr=2.9840e-04) (hash(x)=9157069)
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322 train 7.881153 (lr=2.9831e-04) (hash(x)=6509536)
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323 train 7.555462 (lr=2.9821e-04) (hash(x)=5996883)
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324 train 7.789314 (lr=2.9812e-04) (hash(x)=6850868)
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325 train 7.738125 (lr=2.9802e-04) (hash(x)=7645447)
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327 train 7.845452 (lr=2.9781e-04) (hash(x)=6336164)
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328 train 7.582549 (lr=2.9770e-04) (hash(x)=6897445)
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329 train 7.490012 (lr=2.9759e-04) (hash(x)=5224240)
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330 train 7.632115 (lr=2.9748e-04) (hash(x)=6612945)
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331 train 8.103322 (lr=2.9736e-04) (hash(x)=5447801)
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332 train 7.624482 (lr=2.9724e-04) (hash(x)=7308579)
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333 train 7.488214 (lr=2.9712e-04) (hash(x)=4155598)
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334 train 7.518149 (lr=2.9700e-04) (hash(x)=6106773)
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335 train 7.554475 (lr=2.9687e-04) (hash(x)=7482744)
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336 train 7.631572 (lr=2.9675e-04) (hash(x)=6310687)
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337 train 7.508594 (lr=2.9662e-04) (hash(x)=4733414)
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338 train 7.628943 (lr=2.9648e-04) (hash(x)=6979734)
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339 train 7.416513 (lr=2.9635e-04) (hash(x)=7806284)
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340 train 7.435606 (lr=2.9621e-04) (hash(x)=5080536)
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341 train 7.655305 (lr=2.9607e-04) (hash(x)=7236478)
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342 train 7.584878 (lr=2.9592e-04) (hash(x)=6619318)
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343 train 7.485748 (lr=2.9578e-04) (hash(x)=4656255)
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344 train 7.433942 (lr=2.9563e-04) (hash(x)=5546888)
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345 train 7.862831 (lr=2.9548e-04) (hash(x)=9298325)
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346 train 7.570029 (lr=2.9532e-04) (hash(x)=5994232)
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347 train 7.554264 (lr=2.9517e-04) (hash(x)=6287524)
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348 train 7.654413 (lr=2.9501e-04) (hash(x)=6200049)
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349 train 7.571229 (lr=2.9485e-04) (hash(x)=7895970)
|
| 366 |
+
350 val loss 7.5234
|
| 367 |
+
350 val perplexity 1850.8209
|
| 368 |
+
350 train 7.495976 (lr=2.9468e-04) (hash(x)=6051847)
|
| 369 |
+
351 train 7.645227 (lr=2.9452e-04) (hash(x)=8847992)
|
| 370 |
+
352 train 7.987313 (lr=2.9435e-04) (hash(x)=5123883)
|
| 371 |
+
353 train 7.602204 (lr=2.9418e-04) (hash(x)=6338998)
|
| 372 |
+
354 train 7.579670 (lr=2.9400e-04) (hash(x)=5765866)
|
| 373 |
+
355 train 7.940150 (lr=2.9383e-04) (hash(x)=7104011)
|
| 374 |
+
356 train 7.679754 (lr=2.9365e-04) (hash(x)=7438267)
|
| 375 |
+
357 train 7.416760 (lr=2.9347e-04) (hash(x)=5573214)
|
| 376 |
+
358 train 7.705954 (lr=2.9328e-04) (hash(x)=6897283)
|
| 377 |
+
359 train 7.478729 (lr=2.9310e-04) (hash(x)=6882897)
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| 378 |
+
360 train 7.612303 (lr=2.9291e-04) (hash(x)=5343615)
|
| 379 |
+
361 train 7.500973 (lr=2.9272e-04) (hash(x)=5854242)
|
| 380 |
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362 train 7.416682 (lr=2.9252e-04) (hash(x)=6317324)
|
| 381 |
+
363 train 7.352943 (lr=2.9233e-04) (hash(x)=6972494)
|
| 382 |
+
364 train 7.426230 (lr=2.9213e-04) (hash(x)=5661167)
|
| 383 |
+
365 train 7.435387 (lr=2.9193e-04) (hash(x)=6796805)
|
| 384 |
+
366 train 7.289375 (lr=2.9172e-04) (hash(x)=5817209)
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| 385 |
+
367 train 7.349096 (lr=2.9152e-04) (hash(x)=6139120)
|
| 386 |
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368 train 7.532022 (lr=2.9131e-04) (hash(x)=6121296)
|
| 387 |
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369 train 7.492011 (lr=2.9110e-04) (hash(x)=6486796)
|
| 388 |
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370 train 7.413053 (lr=2.9088e-04) (hash(x)=5514645)
|
| 389 |
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371 train 7.347468 (lr=2.9067e-04) (hash(x)=5578797)
|
| 390 |
+
372 train 7.349841 (lr=2.9045e-04) (hash(x)=7651738)
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| 391 |
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373 train 7.564703 (lr=2.9023e-04) (hash(x)=6895326)
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| 392 |
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374 train 7.556191 (lr=2.9001e-04) (hash(x)=5490256)
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| 393 |
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375 train 7.428305 (lr=2.8978e-04) (hash(x)=7783160)
|
| 394 |
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376 train 7.635077 (lr=2.8955e-04) (hash(x)=5608424)
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| 395 |
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377 train 7.412133 (lr=2.8932e-04) (hash(x)=4867625)
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| 396 |
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378 train 7.313915 (lr=2.8909e-04) (hash(x)=4655472)
|
| 397 |
+
379 train 7.371718 (lr=2.8885e-04) (hash(x)=6631123)
|
| 398 |
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380 train 7.036976 (lr=2.8862e-04) (hash(x)=5751990)
|
| 399 |
+
381 train 7.337749 (lr=2.8838e-04) (hash(x)=6710965)
|
| 400 |
+
382 train 7.304642 (lr=2.8813e-04) (hash(x)=5293800)
|
| 401 |
+
383 train 7.340374 (lr=2.8789e-04) (hash(x)=6294657)
|
| 402 |
+
384 train 7.477897 (lr=2.8764e-04) (hash(x)=6999538)
|
| 403 |
+
385 train 7.495056 (lr=2.8739e-04) (hash(x)=5443606)
|
| 404 |
+
386 train 7.461398 (lr=2.8714e-04) (hash(x)=5650401)
|
| 405 |
+
387 train 7.479991 (lr=2.8689e-04) (hash(x)=7035770)
|
| 406 |
+
388 train 7.416465 (lr=2.8663e-04) (hash(x)=6678271)
|
| 407 |
+
389 train 7.619193 (lr=2.8637e-04) (hash(x)=4899541)
|
| 408 |
+
390 train 7.344674 (lr=2.8611e-04) (hash(x)=5359260)
|
| 409 |
+
391 train 7.342348 (lr=2.8585e-04) (hash(x)=6227120)
|
| 410 |
+
392 train 7.404020 (lr=2.8558e-04) (hash(x)=6643916)
|
| 411 |
+
393 train 7.489176 (lr=2.8531e-04) (hash(x)=5981648)
|
| 412 |
+
394 train 7.424512 (lr=2.8504e-04) (hash(x)=6467540)
|
| 413 |
+
395 train 7.364933 (lr=2.8477e-04) (hash(x)=5558993)
|
| 414 |
+
396 train 7.519913 (lr=2.8449e-04) (hash(x)=6698959)
|
| 415 |
+
397 train 7.336070 (lr=2.8422e-04) (hash(x)=7015671)
|
| 416 |
+
398 train 7.334653 (lr=2.8394e-04) (hash(x)=6800890)
|
| 417 |
+
399 train 7.496864 (lr=2.8365e-04) (hash(x)=5931234)
|
| 418 |
+
400 val loss 7.4354
|
| 419 |
+
400 val perplexity 1694.9639
|
| 420 |
+
400 train 7.507167 (lr=2.8337e-04) (hash(x)=3995070)
|
| 421 |
+
401 train 7.432189 (lr=2.8308e-04) (hash(x)=4582159)
|
| 422 |
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402 train 7.492960 (lr=2.8279e-04) (hash(x)=7081906)
|
| 423 |
+
403 train 7.392166 (lr=2.8250e-04) (hash(x)=5029472)
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| 424 |
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404 train 7.399755 (lr=2.8221e-04) (hash(x)=3946232)
|
| 425 |
+
405 train 7.293565 (lr=2.8191e-04) (hash(x)=5434102)
|
| 426 |
+
406 train 8.070885 (lr=2.8162e-04) (hash(x)=5340646)
|
| 427 |
+
407 train 7.181291 (lr=2.8131e-04) (hash(x)=6810638)
|
| 428 |
+
408 train 7.453653 (lr=2.8101e-04) (hash(x)=6768026)
|
| 429 |
+
409 train 7.432594 (lr=2.8071e-04) (hash(x)=6521562)
|
| 430 |
+
410 train 7.405164 (lr=2.8040e-04) (hash(x)=4429434)
|
| 431 |
+
411 train 7.469281 (lr=2.8009e-04) (hash(x)=7226932)
|
| 432 |
+
412 train 7.261937 (lr=2.7978e-04) (hash(x)=5065932)
|
| 433 |
+
413 train 7.414805 (lr=2.7947e-04) (hash(x)=6957849)
|
| 434 |
+
414 train 7.404327 (lr=2.7915e-04) (hash(x)=6431457)
|
| 435 |
+
415 train 7.450206 (lr=2.7883e-04) (hash(x)=5334281)
|
| 436 |
+
416 train 7.492687 (lr=2.7851e-04) (hash(x)=5471747)
|
| 437 |
+
417 train 7.578084 (lr=2.7819e-04) (hash(x)=5887983)
|
| 438 |
+
418 train 7.484718 (lr=2.7786e-04) (hash(x)=5075909)
|
| 439 |
+
419 train 7.282494 (lr=2.7754e-04) (hash(x)=6393576)
|
| 440 |
+
420 train 7.392065 (lr=2.7721e-04) (hash(x)=6608979)
|
| 441 |
+
421 train 7.817040 (lr=2.7688e-04) (hash(x)=5057959)
|
| 442 |
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422 train 7.755002 (lr=2.7654e-04) (hash(x)=6414858)
|
| 443 |
+
423 train 7.512033 (lr=2.7621e-04) (hash(x)=8595271)
|
| 444 |
+
424 train 7.366114 (lr=2.7587e-04) (hash(x)=6500949)
|
| 445 |
+
425 train 7.531248 (lr=2.7553e-04) (hash(x)=8395167)
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| 446 |
+
426 train 7.645133 (lr=2.7519e-04) (hash(x)=6288420)
|
| 447 |
+
427 train 7.437893 (lr=2.7484e-04) (hash(x)=7634417)
|
| 448 |
+
428 train 7.342216 (lr=2.7450e-04) (hash(x)=6795561)
|
| 449 |
+
429 train 7.249804 (lr=2.7415e-04) (hash(x)=5257771)
|
| 450 |
+
430 train 7.413533 (lr=2.7380e-04) (hash(x)=7506860)
|
| 451 |
+
431 train 7.453298 (lr=2.7344e-04) (hash(x)=7674238)
|
| 452 |
+
432 train 7.578542 (lr=2.7309e-04) (hash(x)=5353794)
|
| 453 |
+
433 train 7.479118 (lr=2.7273e-04) (hash(x)=5300555)
|
| 454 |
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434 train 7.190542 (lr=2.7237e-04) (hash(x)=5564419)
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| 455 |
+
435 train 7.457651 (lr=2.7201e-04) (hash(x)=6066139)
|
| 456 |
+
436 train 7.416438 (lr=2.7165e-04) (hash(x)=6863709)
|
| 457 |
+
437 train 7.407330 (lr=2.7128e-04) (hash(x)=6688212)
|
| 458 |
+
438 train 7.567044 (lr=2.7092e-04) (hash(x)=7095090)
|
| 459 |
+
439 train 7.649981 (lr=2.7055e-04) (hash(x)=6642404)
|
| 460 |
+
440 train 7.373684 (lr=2.7018e-04) (hash(x)=6539227)
|
| 461 |
+
441 train 7.359828 (lr=2.6980e-04) (hash(x)=4961570)
|
| 462 |
+
442 train 7.302871 (lr=2.6943e-04) (hash(x)=6606391)
|
| 463 |
+
443 train 7.098207 (lr=2.6905e-04) (hash(x)=5105190)
|
| 464 |
+
444 train 7.695505 (lr=2.6867e-04) (hash(x)=5695997)
|
| 465 |
+
445 train 7.371474 (lr=2.6829e-04) (hash(x)=7155991)
|
| 466 |
+
446 train 7.365673 (lr=2.6791e-04) (hash(x)=7249727)
|
| 467 |
+
447 train 7.337553 (lr=2.6752e-04) (hash(x)=5132972)
|
| 468 |
+
448 train 7.315939 (lr=2.6713e-04) (hash(x)=5381802)
|
| 469 |
+
449 train 7.363783 (lr=2.6674e-04) (hash(x)=6269946)
|
| 470 |
+
450 val loss 7.3617
|
| 471 |
+
450 val perplexity 1574.4968
|
| 472 |
+
450 train 7.324046 (lr=2.6635e-04) (hash(x)=4976762)
|
| 473 |
+
451 train 7.407941 (lr=2.6596e-04) (hash(x)=5396133)
|
| 474 |
+
452 train 7.366235 (lr=2.6556e-04) (hash(x)=6173473)
|
| 475 |
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453 train 7.338311 (lr=2.6517e-04) (hash(x)=6394083)
|
| 476 |
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454 train 7.400823 (lr=2.6477e-04) (hash(x)=6436030)
|
| 477 |
+
455 train 7.264842 (lr=2.6437e-04) (hash(x)=5237804)
|
| 478 |
+
456 train 7.236218 (lr=2.6396e-04) (hash(x)=6540397)
|
| 479 |
+
457 train 7.494608 (lr=2.6356e-04) (hash(x)=5216638)
|
| 480 |
+
458 train 7.290399 (lr=2.6315e-04) (hash(x)=5750537)
|
| 481 |
+
459 train 7.304202 (lr=2.6274e-04) (hash(x)=6735565)
|
| 482 |
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460 train 7.309003 (lr=2.6233e-04) (hash(x)=7297488)
|
| 483 |
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461 train 7.513011 (lr=2.6192e-04) (hash(x)=5983575)
|
| 484 |
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462 train 7.319656 (lr=2.6150e-04) (hash(x)=4808543)
|
| 485 |
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463 train 7.437807 (lr=2.6109e-04) (hash(x)=5831619)
|
| 486 |
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464 train 7.203455 (lr=2.6067e-04) (hash(x)=6280052)
|
| 487 |
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465 train 7.231053 (lr=2.6025e-04) (hash(x)=9109083)
|
| 488 |
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466 train 7.455640 (lr=2.5983e-04) (hash(x)=5848604)
|
| 489 |
+
467 train 7.395865 (lr=2.5940e-04) (hash(x)=6912967)
|
| 490 |
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468 train 7.594830 (lr=2.5898e-04) (hash(x)=6615365)
|
| 491 |
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469 train 7.645655 (lr=2.5855e-04) (hash(x)=5965674)
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| 492 |
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470 train 7.483243 (lr=2.5812e-04) (hash(x)=6879965)
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| 493 |
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471 train 7.415557 (lr=2.5769e-04) (hash(x)=5822533)
|
| 494 |
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472 train 7.302964 (lr=2.5726e-04) (hash(x)=5794462)
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| 495 |
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473 train 7.375607 (lr=2.5682e-04) (hash(x)=5268216)
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| 496 |
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474 train 7.196211 (lr=2.5639e-04) (hash(x)=7058396)
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| 497 |
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475 train 7.300541 (lr=2.5595e-04) (hash(x)=6531900)
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| 498 |
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476 train 7.322757 (lr=2.5551e-04) (hash(x)=5878912)
|
| 499 |
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477 train 7.123130 (lr=2.5507e-04) (hash(x)=5426499)
|
| 500 |
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478 train 7.342466 (lr=2.5462e-04) (hash(x)=8107004)
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| 501 |
+
479 train 8.086945 (lr=2.5418e-04) (hash(x)=7455372)
|
| 502 |
+
480 train 8.017781 (lr=2.5373e-04) (hash(x)=7727959)
|
| 503 |
+
481 train 7.947183 (lr=2.5328e-04) (hash(x)=8319119)
|
| 504 |
+
482 train 7.871157 (lr=2.5283e-04) (hash(x)=7581656)
|
| 505 |
+
483 train 7.946103 (lr=2.5238e-04) (hash(x)=7592128)
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| 506 |
+
484 train 7.910131 (lr=2.5193e-04) (hash(x)=10506633)
|
| 507 |
+
485 train 7.861582 (lr=2.5147e-04) (hash(x)=8704170)
|
| 508 |
+
486 train 7.645012 (lr=2.5102e-04) (hash(x)=7461138)
|
| 509 |
+
487 train 7.525881 (lr=2.5056e-04) (hash(x)=7165037)
|
| 510 |
+
488 train 7.603084 (lr=2.5010e-04) (hash(x)=4976998)
|
| 511 |
+
489 train 7.300906 (lr=2.4963e-04) (hash(x)=7678000)
|
| 512 |
+
490 train 7.346937 (lr=2.4917e-04) (hash(x)=6299409)
|
| 513 |
+
491 train 7.299150 (lr=2.4871e-04) (hash(x)=7414788)
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| 514 |
+
492 train 7.416858 (lr=2.4824e-04) (hash(x)=5063061)
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| 515 |
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493 train 7.330403 (lr=2.4777e-04) (hash(x)=7326216)
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| 516 |
+
494 train 7.479515 (lr=2.4730e-04) (hash(x)=7492012)
|
| 517 |
+
495 train 7.435187 (lr=2.4683e-04) (hash(x)=5857162)
|
| 518 |
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496 train 7.226203 (lr=2.4636e-04) (hash(x)=6169001)
|
| 519 |
+
497 train 9.268858 (lr=2.4588e-04) (hash(x)=14715669)
|
| 520 |
+
498 train 12.240268 (lr=2.4540e-04) (hash(x)=18256706)
|
| 521 |
+
499 train 12.077112 (lr=2.4493e-04) (hash(x)=16950560)
|
| 522 |
+
500 val loss 7.3516
|
| 523 |
+
500 val perplexity 1558.6382
|
| 524 |
+
500 train 8.128902 (lr=2.4445e-04) (hash(x)=6113563)
|
| 525 |
+
501 train 6.989974 (lr=2.4397e-04) (hash(x)=6159125)
|
| 526 |
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502 train 7.395797 (lr=2.4348e-04) (hash(x)=5482303)
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| 527 |
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503 train 7.432923 (lr=2.4300e-04) (hash(x)=5908442)
|
| 528 |
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504 train 7.303898 (lr=2.4251e-04) (hash(x)=4985045)
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| 529 |
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505 train 7.208208 (lr=2.4203e-04) (hash(x)=6668887)
|
| 530 |
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506 train 7.285321 (lr=2.4154e-04) (hash(x)=6123910)
|
| 531 |
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507 train 7.364649 (lr=2.4105e-04) (hash(x)=7662975)
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| 532 |
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508 train 7.308952 (lr=2.4056e-04) (hash(x)=7191898)
|
| 533 |
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509 train 7.257383 (lr=2.4006e-04) (hash(x)=6669539)
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| 534 |
+
510 train 7.339392 (lr=2.3957e-04) (hash(x)=6557481)
|
| 535 |
+
511 train 7.225530 (lr=2.3907e-04) (hash(x)=5015998)
|
| 536 |
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512 train 7.287534 (lr=2.3858e-04) (hash(x)=4964540)
|
| 537 |
+
513 train 7.099957 (lr=2.3808e-04) (hash(x)=5458386)
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| 538 |
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514 train 7.497488 (lr=2.3758e-04) (hash(x)=6077616)
|
| 539 |
+
515 train 7.228012 (lr=2.3708e-04) (hash(x)=4849847)
|
| 540 |
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516 train 7.290946 (lr=2.3657e-04) (hash(x)=5431422)
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| 541 |
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517 train 7.480175 (lr=2.3607e-04) (hash(x)=5125562)
|
| 542 |
+
518 train 7.397559 (lr=2.3556e-04) (hash(x)=5587715)
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| 543 |
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519 train 7.438240 (lr=2.3506e-04) (hash(x)=6012047)
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| 544 |
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520 train 7.292498 (lr=2.3455e-04) (hash(x)=5668436)
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| 545 |
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521 train 7.303680 (lr=2.3404e-04) (hash(x)=6079364)
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| 546 |
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522 train 7.433142 (lr=2.3353e-04) (hash(x)=5200504)
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| 547 |
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523 train 7.167505 (lr=2.3301e-04) (hash(x)=6030395)
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| 548 |
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524 train 7.412891 (lr=2.3250e-04) (hash(x)=6855319)
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| 549 |
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525 train 7.187482 (lr=2.3198e-04) (hash(x)=6781762)
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| 550 |
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526 train 7.327936 (lr=2.3147e-04) (hash(x)=6717939)
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| 551 |
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527 train 7.325736 (lr=2.3095e-04) (hash(x)=5238325)
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| 552 |
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528 train 7.225799 (lr=2.3043e-04) (hash(x)=5808069)
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| 553 |
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529 train 7.572337 (lr=2.2991e-04) (hash(x)=8611144)
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| 554 |
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530 train 7.227248 (lr=2.2939e-04) (hash(x)=6028738)
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| 555 |
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531 train 7.261206 (lr=2.2887e-04) (hash(x)=6901605)
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| 556 |
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532 train 7.188833 (lr=2.2834e-04) (hash(x)=6723307)
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| 557 |
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533 train 7.325653 (lr=2.2782e-04) (hash(x)=5499337)
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| 558 |
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534 train 7.233948 (lr=2.2729e-04) (hash(x)=6586372)
|
| 559 |
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535 train 7.370315 (lr=2.2676e-04) (hash(x)=7134874)
|
| 560 |
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536 train 7.252157 (lr=2.2624e-04) (hash(x)=8415623)
|
| 561 |
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537 train 7.281092 (lr=2.2571e-04) (hash(x)=6149038)
|
| 562 |
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538 train 7.325523 (lr=2.2517e-04) (hash(x)=6078325)
|
| 563 |
+
539 train 7.305715 (lr=2.2464e-04) (hash(x)=6609760)
|
| 564 |
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540 train 7.189839 (lr=2.2411e-04) (hash(x)=6185253)
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| 565 |
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541 train 7.542022 (lr=2.2357e-04) (hash(x)=6652627)
|
| 566 |
+
542 train 7.378432 (lr=2.2304e-04) (hash(x)=7758536)
|
| 567 |
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543 train 7.324357 (lr=2.2250e-04) (hash(x)=8618579)
|
| 568 |
+
544 train 7.313974 (lr=2.2196e-04) (hash(x)=6710226)
|
| 569 |
+
545 train 7.147356 (lr=2.2142e-04) (hash(x)=5896892)
|
| 570 |
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546 train 7.178617 (lr=2.2088e-04) (hash(x)=6332995)
|
| 571 |
+
547 train 7.619903 (lr=2.2034e-04) (hash(x)=8945854)
|
| 572 |
+
548 train 7.155745 (lr=2.1980e-04) (hash(x)=4329129)
|
| 573 |
+
549 train 7.212925 (lr=2.1926e-04) (hash(x)=6775103)
|
| 574 |
+
550 val loss 7.2475
|
| 575 |
+
550 val perplexity 1404.6465
|
| 576 |
+
550 train 7.341378 (lr=2.1871e-04) (hash(x)=4465735)
|
| 577 |
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552 train 7.155844 (lr=2.1762e-04) (hash(x)=5520748)
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560 train 7.001796 (lr=2.1321e-04) (hash(x)=5784096)
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567 train 7.279039 (lr=2.0931e-04) (hash(x)=5927795)
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568 train 7.289657 (lr=2.0875e-04) (hash(x)=5896332)
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573 train 7.084376 (lr=2.0593e-04) (hash(x)=5710182)
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591 train 6.993373 (lr=1.9562e-04) (hash(x)=4547106)
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592 train 7.312548 (lr=1.9504e-04) (hash(x)=7686831)
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593 train 7.175517 (lr=1.9446e-04) (hash(x)=6433099)
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594 train 7.025823 (lr=1.9388e-04) (hash(x)=4826460)
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595 train 7.127717 (lr=1.9330e-04) (hash(x)=6424428)
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596 train 7.020804 (lr=1.9272e-04) (hash(x)=6073605)
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| 625 |
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599 train 7.296854 (lr=1.9097e-04) (hash(x)=5458532)
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| 626 |
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600 val loss 7.2139
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| 627 |
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600 val perplexity 1358.1952
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| 628 |
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600 train 7.113532 (lr=1.9039e-04) (hash(x)=7823919)
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| 629 |
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601 train 7.584157 (lr=1.8981e-04) (hash(x)=7002774)
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602 train 7.373654 (lr=1.8922e-04) (hash(x)=7056399)
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603 train 7.591238 (lr=1.8864e-04) (hash(x)=8206173)
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604 train 7.436531 (lr=1.8805e-04) (hash(x)=8034846)
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605 train 7.742330 (lr=1.8747e-04) (hash(x)=7784971)
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| 634 |
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606 train 7.885799 (lr=1.8688e-04) (hash(x)=7118076)
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607 train 7.150384 (lr=1.8629e-04) (hash(x)=6001843)
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608 train 7.233588 (lr=1.8571e-04) (hash(x)=5582437)
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609 train 7.366101 (lr=1.8512e-04) (hash(x)=5698642)
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610 train 7.208152 (lr=1.8453e-04) (hash(x)=6615301)
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611 train 7.201260 (lr=1.8395e-04) (hash(x)=6600751)
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612 train 7.128580 (lr=1.8336e-04) (hash(x)=6880955)
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613 train 7.173840 (lr=1.8277e-04) (hash(x)=5804610)
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614 train 7.100860 (lr=1.8218e-04) (hash(x)=6263347)
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615 train 7.048603 (lr=1.8159e-04) (hash(x)=5162652)
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616 train 7.115860 (lr=1.8100e-04) (hash(x)=6055710)
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617 train 7.079264 (lr=1.8041e-04) (hash(x)=5297006)
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618 train 7.107976 (lr=1.7982e-04) (hash(x)=5923648)
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619 train 7.110251 (lr=1.7923e-04) (hash(x)=6728323)
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620 train 7.127951 (lr=1.7864e-04) (hash(x)=6660239)
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621 train 7.094420 (lr=1.7805e-04) (hash(x)=3964882)
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622 train 7.150954 (lr=1.7746e-04) (hash(x)=5868942)
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623 train 7.065094 (lr=1.7686e-04) (hash(x)=6735993)
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624 train 7.429172 (lr=1.7627e-04) (hash(x)=5926190)
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625 train 7.075055 (lr=1.7568e-04) (hash(x)=5150316)
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626 train 7.099816 (lr=1.7509e-04) (hash(x)=7571467)
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627 train 7.014606 (lr=1.7450e-04) (hash(x)=5220448)
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628 train 7.017559 (lr=1.7390e-04) (hash(x)=6790397)
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629 train 7.507487 (lr=1.7331e-04) (hash(x)=6971289)
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630 train 7.456183 (lr=1.7272e-04) (hash(x)=7123359)
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631 train 7.259305 (lr=1.7212e-04) (hash(x)=5012069)
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632 train 7.207749 (lr=1.7153e-04) (hash(x)=6183574)
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633 train 7.101263 (lr=1.7094e-04) (hash(x)=6576136)
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634 train 7.125478 (lr=1.7034e-04) (hash(x)=6157346)
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635 train 7.104994 (lr=1.6975e-04) (hash(x)=6077647)
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636 train 7.358856 (lr=1.6916e-04) (hash(x)=8369488)
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637 train 7.150980 (lr=1.6856e-04) (hash(x)=6032381)
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638 train 7.062288 (lr=1.6797e-04) (hash(x)=5924756)
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| 667 |
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639 train 7.108144 (lr=1.6738e-04) (hash(x)=8410716)
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| 668 |
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640 train 7.093020 (lr=1.6678e-04) (hash(x)=5803440)
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| 669 |
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641 train 7.180191 (lr=1.6619e-04) (hash(x)=6212516)
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| 670 |
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642 train 7.269322 (lr=1.6559e-04) (hash(x)=7165945)
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| 671 |
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643 train 6.970079 (lr=1.6500e-04) (hash(x)=5298545)
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| 672 |
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644 train 7.252603 (lr=1.6441e-04) (hash(x)=6281739)
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| 673 |
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645 train 7.181458 (lr=1.6381e-04) (hash(x)=5779073)
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| 674 |
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646 train 7.066733 (lr=1.6322e-04) (hash(x)=5090107)
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| 675 |
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647 train 7.125894 (lr=1.6262e-04) (hash(x)=6340947)
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| 676 |
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648 train 6.864412 (lr=1.6203e-04) (hash(x)=4741418)
|
| 677 |
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649 train 6.780537 (lr=1.6144e-04) (hash(x)=6530441)
|
| 678 |
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650 val loss 7.1833
|
| 679 |
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650 val perplexity 1317.2255
|
| 680 |
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650 train 7.356423 (lr=1.6084e-04) (hash(x)=6396041)
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| 681 |
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651 train 7.016239 (lr=1.6025e-04) (hash(x)=7818007)
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| 682 |
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652 train 7.023707 (lr=1.5966e-04) (hash(x)=6478457)
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| 683 |
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653 train 7.085379 (lr=1.5906e-04) (hash(x)=6277435)
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| 684 |
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654 train 7.056863 (lr=1.5847e-04) (hash(x)=6042369)
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655 train 7.080772 (lr=1.5788e-04) (hash(x)=6226320)
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| 686 |
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656 train 7.109776 (lr=1.5728e-04) (hash(x)=5826883)
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| 687 |
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657 train 7.208757 (lr=1.5669e-04) (hash(x)=5463751)
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| 688 |
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658 train 7.126280 (lr=1.5610e-04) (hash(x)=6433080)
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| 689 |
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659 train 6.968693 (lr=1.5550e-04) (hash(x)=6579329)
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| 690 |
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660 train 7.001870 (lr=1.5491e-04) (hash(x)=4724703)
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| 691 |
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661 train 7.347678 (lr=1.5432e-04) (hash(x)=6660540)
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| 692 |
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662 train 7.155168 (lr=1.5373e-04) (hash(x)=5918756)
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| 693 |
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663 train 7.086496 (lr=1.5314e-04) (hash(x)=6491272)
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| 694 |
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664 train 7.009777 (lr=1.5254e-04) (hash(x)=5452863)
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| 695 |
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665 train 7.205496 (lr=1.5195e-04) (hash(x)=6766947)
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| 696 |
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666 train 7.583355 (lr=1.5136e-04) (hash(x)=7459504)
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| 697 |
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667 train 7.211386 (lr=1.5077e-04) (hash(x)=3721218)
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| 698 |
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668 train 7.410998 (lr=1.5018e-04) (hash(x)=7929571)
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| 699 |
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669 train 7.061044 (lr=1.4959e-04) (hash(x)=5229898)
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| 700 |
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670 train 7.109720 (lr=1.4900e-04) (hash(x)=6083090)
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| 701 |
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671 train 6.962116 (lr=1.4841e-04) (hash(x)=6054428)
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| 702 |
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672 train 7.128041 (lr=1.4782e-04) (hash(x)=6072563)
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| 703 |
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673 train 7.216414 (lr=1.4723e-04) (hash(x)=6290464)
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| 704 |
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674 train 7.338971 (lr=1.4664e-04) (hash(x)=6314742)
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675 train 6.990757 (lr=1.4605e-04) (hash(x)=6904498)
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676 train 7.152540 (lr=1.4547e-04) (hash(x)=5378107)
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677 train 7.267296 (lr=1.4488e-04) (hash(x)=7765805)
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678 train 7.088050 (lr=1.4429e-04) (hash(x)=5871280)
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679 train 7.234810 (lr=1.4371e-04) (hash(x)=6543764)
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| 710 |
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680 train 7.049421 (lr=1.4312e-04) (hash(x)=7369665)
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| 711 |
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681 train 7.182322 (lr=1.4253e-04) (hash(x)=7204955)
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| 712 |
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682 train 7.126574 (lr=1.4195e-04) (hash(x)=5856543)
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| 713 |
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683 train 7.001845 (lr=1.4136e-04) (hash(x)=4423711)
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684 train 6.982417 (lr=1.4078e-04) (hash(x)=5818153)
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685 train 7.078627 (lr=1.4019e-04) (hash(x)=5343477)
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686 train 7.281490 (lr=1.3961e-04) (hash(x)=6581702)
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687 train 7.111911 (lr=1.3903e-04) (hash(x)=6595856)
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688 train 7.037158 (lr=1.3844e-04) (hash(x)=5325378)
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| 719 |
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689 train 6.976363 (lr=1.3786e-04) (hash(x)=7229015)
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| 720 |
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690 train 7.132633 (lr=1.3728e-04) (hash(x)=5918186)
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| 721 |
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691 train 6.997124 (lr=1.3670e-04) (hash(x)=5916034)
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| 722 |
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692 train 7.028913 (lr=1.3612e-04) (hash(x)=5280722)
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| 723 |
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693 train 7.399898 (lr=1.3554e-04) (hash(x)=6939521)
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| 724 |
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694 train 7.154862 (lr=1.3496e-04) (hash(x)=5172566)
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| 725 |
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695 train 7.014957 (lr=1.3438e-04) (hash(x)=5492185)
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| 726 |
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696 train 6.883283 (lr=1.3380e-04) (hash(x)=5779011)
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| 727 |
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697 train 7.163246 (lr=1.3323e-04) (hash(x)=6898006)
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| 728 |
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698 train 6.989983 (lr=1.3265e-04) (hash(x)=5779217)
|
| 729 |
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699 train 6.862276 (lr=1.3207e-04) (hash(x)=5462008)
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| 730 |
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700 val loss 7.1559
|
| 731 |
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700 val perplexity 1281.7029
|
| 732 |
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700 train 7.013890 (lr=1.3150e-04) (hash(x)=6243843)
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| 733 |
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701 train 7.063276 (lr=1.3092e-04) (hash(x)=7821902)
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| 734 |
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702 train 7.140563 (lr=1.3035e-04) (hash(x)=5222501)
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| 735 |
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703 train 7.081514 (lr=1.2977e-04) (hash(x)=6608108)
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| 736 |
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704 train 7.203692 (lr=1.2920e-04) (hash(x)=7602879)
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705 train 7.120367 (lr=1.2863e-04) (hash(x)=6295394)
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| 738 |
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706 train 7.073847 (lr=1.2806e-04) (hash(x)=6579907)
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| 739 |
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707 train 6.963603 (lr=1.2748e-04) (hash(x)=6803449)
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| 740 |
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708 train 7.034765 (lr=1.2691e-04) (hash(x)=5413733)
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| 741 |
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709 train 6.997452 (lr=1.2634e-04) (hash(x)=7444134)
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710 train 7.158776 (lr=1.2578e-04) (hash(x)=7028652)
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711 train 6.956982 (lr=1.2521e-04) (hash(x)=5361923)
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712 train 7.058182 (lr=1.2464e-04) (hash(x)=5478293)
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| 745 |
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713 train 7.067133 (lr=1.2407e-04) (hash(x)=7803039)
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714 train 7.253763 (lr=1.2351e-04) (hash(x)=6469017)
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715 train 7.142198 (lr=1.2294e-04) (hash(x)=7042578)
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716 train 7.190039 (lr=1.2238e-04) (hash(x)=6927957)
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727 train 7.059498 (lr=1.1623e-04) (hash(x)=7099888)
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729 train 7.151111 (lr=1.1513e-04) (hash(x)=6352424)
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732 train 7.105975 (lr=1.1347e-04) (hash(x)=5502233)
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735 train 7.198891 (lr=1.1183e-04) (hash(x)=6009861)
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736 train 7.050950 (lr=1.1129e-04) (hash(x)=6152358)
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742 train 7.109909 (lr=1.0804e-04) (hash(x)=4535000)
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744 train 6.994028 (lr=1.0696e-04) (hash(x)=5222077)
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745 train 7.018528 (lr=1.0643e-04) (hash(x)=4788998)
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747 train 6.942775 (lr=1.0536e-04) (hash(x)=7378165)
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748 train 7.009796 (lr=1.0483e-04) (hash(x)=5475646)
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749 train 6.998092 (lr=1.0429e-04) (hash(x)=4771243)
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| 782 |
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750 val loss 7.1336
|
| 783 |
+
750 val perplexity 1253.3616
|
| 784 |
+
750 train 6.916419 (lr=1.0376e-04) (hash(x)=6668088)
|
| 785 |
+
751 train 7.119673 (lr=1.0324e-04) (hash(x)=5716089)
|
| 786 |
+
752 train 7.083768 (lr=1.0271e-04) (hash(x)=6991946)
|
| 787 |
+
753 train 6.996638 (lr=1.0218e-04) (hash(x)=7991009)
|
| 788 |
+
754 train 7.081497 (lr=1.0166e-04) (hash(x)=6037018)
|
| 789 |
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755 train 7.033475 (lr=1.0113e-04) (hash(x)=5348607)
|
| 790 |
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756 train 7.196137 (lr=1.0061e-04) (hash(x)=5190526)
|
| 791 |
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757 train 7.071329 (lr=1.0009e-04) (hash(x)=6036146)
|
| 792 |
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758 train 6.962649 (lr=9.9568e-05) (hash(x)=5329783)
|
| 793 |
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759 train 7.065001 (lr=9.9049e-05) (hash(x)=6658718)
|
| 794 |
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760 train 6.959289 (lr=9.8531e-05) (hash(x)=4820939)
|
| 795 |
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761 train 6.968325 (lr=9.8015e-05) (hash(x)=6176253)
|
| 796 |
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762 train 6.914993 (lr=9.7500e-05) (hash(x)=5316750)
|
| 797 |
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763 train 7.020503 (lr=9.6986e-05) (hash(x)=4542895)
|
| 798 |
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764 train 6.790451 (lr=9.6474e-05) (hash(x)=5395673)
|
| 799 |
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765 train 6.895455 (lr=9.5963e-05) (hash(x)=5549073)
|
| 800 |
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766 train 7.168859 (lr=9.5453e-05) (hash(x)=5233723)
|
| 801 |
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767 train 7.232811 (lr=9.4944e-05) (hash(x)=5342783)
|
| 802 |
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768 train 7.132057 (lr=9.4437e-05) (hash(x)=5552448)
|
| 803 |
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769 train 7.291832 (lr=9.3932e-05) (hash(x)=6549546)
|
| 804 |
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770 train 6.929078 (lr=9.3427e-05) (hash(x)=3816493)
|
| 805 |
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771 train 6.974104 (lr=9.2924e-05) (hash(x)=6170599)
|
| 806 |
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772 train 7.482815 (lr=9.2423e-05) (hash(x)=6708759)
|
| 807 |
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773 train 7.105374 (lr=9.1923e-05) (hash(x)=8483134)
|
| 808 |
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774 train 7.691579 (lr=9.1424e-05) (hash(x)=5583732)
|
| 809 |
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775 train 7.103418 (lr=9.0927e-05) (hash(x)=4865036)
|
| 810 |
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776 train 6.977034 (lr=9.0431e-05) (hash(x)=7234336)
|
| 811 |
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777 train 7.055741 (lr=8.9936e-05) (hash(x)=4433890)
|
| 812 |
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778 train 7.375794 (lr=8.9443e-05) (hash(x)=7484636)
|
| 813 |
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779 train 7.793103 (lr=8.8952e-05) (hash(x)=6738597)
|
| 814 |
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780 train 7.050267 (lr=8.8462e-05) (hash(x)=6752421)
|
| 815 |
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781 train 7.253078 (lr=8.7973e-05) (hash(x)=5459620)
|
| 816 |
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782 train 7.148220 (lr=8.7486e-05) (hash(x)=6718131)
|
| 817 |
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783 train 7.123672 (lr=8.7001e-05) (hash(x)=4604074)
|
| 818 |
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784 train 7.005103 (lr=8.6516e-05) (hash(x)=5946124)
|
| 819 |
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785 train 7.286037 (lr=8.6034e-05) (hash(x)=8045501)
|
| 820 |
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786 train 7.371063 (lr=8.5553e-05) (hash(x)=5712725)
|
| 821 |
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787 train 7.108195 (lr=8.5073e-05) (hash(x)=6176464)
|
| 822 |
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788 train 7.148711 (lr=8.4596e-05) (hash(x)=6276702)
|
| 823 |
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789 train 6.951337 (lr=8.4119e-05) (hash(x)=6127317)
|
| 824 |
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790 train 7.103370 (lr=8.3644e-05) (hash(x)=7221374)
|
| 825 |
+
791 train 7.074277 (lr=8.3171e-05) (hash(x)=5571462)
|
| 826 |
+
792 train 7.104302 (lr=8.2699e-05) (hash(x)=7518021)
|
| 827 |
+
793 train 7.083576 (lr=8.2229e-05) (hash(x)=6640755)
|
| 828 |
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794 train 7.149507 (lr=8.1761e-05) (hash(x)=6870405)
|
| 829 |
+
795 train 7.151824 (lr=8.1294e-05) (hash(x)=6147295)
|
| 830 |
+
796 train 7.017288 (lr=8.0829e-05) (hash(x)=6782583)
|
| 831 |
+
797 train 7.157561 (lr=8.0365e-05) (hash(x)=6120461)
|
| 832 |
+
798 train 7.093185 (lr=7.9903e-05) (hash(x)=5893870)
|
| 833 |
+
799 train 7.023798 (lr=7.9443e-05) (hash(x)=5123928)
|
| 834 |
+
800 val loss 7.1139
|
| 835 |
+
800 val perplexity 1228.9559
|
| 836 |
+
800 train 7.098544 (lr=7.8984e-05) (hash(x)=7037251)
|
| 837 |
+
801 train 7.080308 (lr=7.8527e-05) (hash(x)=5428813)
|
| 838 |
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802 train 7.016583 (lr=7.8072e-05) (hash(x)=5550387)
|
| 839 |
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803 train 7.083931 (lr=7.7618e-05) (hash(x)=6448586)
|
| 840 |
+
804 train 7.228072 (lr=7.7167e-05) (hash(x)=5916934)
|
| 841 |
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805 train 7.203781 (lr=7.6716e-05) (hash(x)=8116987)
|
| 842 |
+
806 train 7.179995 (lr=7.6268e-05) (hash(x)=6210899)
|
| 843 |
+
807 train 7.299696 (lr=7.5821e-05) (hash(x)=5974342)
|
| 844 |
+
808 train 7.275043 (lr=7.5376e-05) (hash(x)=7236199)
|
| 845 |
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809 train 7.205301 (lr=7.4933e-05) (hash(x)=5261336)
|
| 846 |
+
810 train 6.991825 (lr=7.4491e-05) (hash(x)=6310720)
|
| 847 |
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811 train 7.071819 (lr=7.4051e-05) (hash(x)=5307056)
|
| 848 |
+
812 train 6.893535 (lr=7.3613e-05) (hash(x)=7356633)
|
| 849 |
+
813 train 7.015359 (lr=7.3177e-05) (hash(x)=5865119)
|
| 850 |
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814 train 6.909586 (lr=7.2742e-05) (hash(x)=5979205)
|
| 851 |
+
815 train 7.088969 (lr=7.2309e-05) (hash(x)=6672380)
|
| 852 |
+
816 train 7.068211 (lr=7.1878e-05) (hash(x)=5565030)
|
| 853 |
+
817 train 7.038513 (lr=7.1449e-05) (hash(x)=6886810)
|
| 854 |
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818 train 7.096722 (lr=7.1022e-05) (hash(x)=5926478)
|
| 855 |
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819 train 7.320323 (lr=7.0596e-05) (hash(x)=6564071)
|
| 856 |
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820 train 6.925412 (lr=7.0173e-05) (hash(x)=5024280)
|
| 857 |
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821 train 6.918086 (lr=6.9751e-05) (hash(x)=7705089)
|
| 858 |
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822 train 6.894872 (lr=6.9331e-05) (hash(x)=4037371)
|
| 859 |
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823 train 7.012532 (lr=6.8913e-05) (hash(x)=5773073)
|
| 860 |
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824 train 7.024636 (lr=6.8496e-05) (hash(x)=7158139)
|
| 861 |
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825 train 6.872837 (lr=6.8082e-05) (hash(x)=5905976)
|
| 862 |
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826 train 7.320297 (lr=6.7669e-05) (hash(x)=13897369)
|
| 863 |
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827 train 8.481186 (lr=6.7259e-05) (hash(x)=6936653)
|
| 864 |
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828 train 7.058599 (lr=6.6850e-05) (hash(x)=6592246)
|
| 865 |
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829 train 7.036511 (lr=6.6443e-05) (hash(x)=6592773)
|
| 866 |
+
830 train 7.088200 (lr=6.6038e-05) (hash(x)=5461178)
|
| 867 |
+
831 train 6.859075 (lr=6.5635e-05) (hash(x)=6796551)
|
| 868 |
+
832 train 7.061387 (lr=6.5234e-05) (hash(x)=4721691)
|
| 869 |
+
833 train 6.989285 (lr=6.4835e-05) (hash(x)=6151589)
|
| 870 |
+
834 train 7.140241 (lr=6.4437e-05) (hash(x)=7008995)
|
| 871 |
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835 train 7.488571 (lr=6.4042e-05) (hash(x)=7045164)
|
| 872 |
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836 train 7.057011 (lr=6.3649e-05) (hash(x)=6614221)
|
| 873 |
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837 train 7.090332 (lr=6.3257e-05) (hash(x)=6650506)
|
| 874 |
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838 train 6.909191 (lr=6.2868e-05) (hash(x)=6363762)
|
| 875 |
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839 train 7.083407 (lr=6.2480e-05) (hash(x)=7839748)
|
| 876 |
+
840 train 7.006419 (lr=6.2095e-05) (hash(x)=5124077)
|
| 877 |
+
841 train 7.444353 (lr=6.1711e-05) (hash(x)=6028671)
|
| 878 |
+
842 train 6.950215 (lr=6.1330e-05) (hash(x)=5427175)
|
| 879 |
+
843 train 7.279261 (lr=6.0950e-05) (hash(x)=6118408)
|
| 880 |
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844 train 7.030025 (lr=6.0573e-05) (hash(x)=6022552)
|
| 881 |
+
845 train 7.061387 (lr=6.0198e-05) (hash(x)=5757526)
|
| 882 |
+
846 train 7.530303 (lr=5.9824e-05) (hash(x)=6476549)
|
| 883 |
+
847 train 6.826754 (lr=5.9453e-05) (hash(x)=6030172)
|
| 884 |
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848 train 7.233544 (lr=5.9083e-05) (hash(x)=5917229)
|
| 885 |
+
849 train 7.285985 (lr=5.8716e-05) (hash(x)=6719882)
|
| 886 |
+
850 val loss 7.1075
|
| 887 |
+
850 val perplexity 1221.0654
|
| 888 |
+
850 train 7.159894 (lr=5.8351e-05) (hash(x)=5441498)
|
| 889 |
+
851 train 7.011475 (lr=5.7988e-05) (hash(x)=5028050)
|
| 890 |
+
852 train 7.074201 (lr=5.7627e-05) (hash(x)=8487491)
|
| 891 |
+
853 train 7.055421 (lr=5.7268e-05) (hash(x)=5682910)
|
| 892 |
+
854 train 7.239692 (lr=5.6911e-05) (hash(x)=6781362)
|
| 893 |
+
855 train 7.075415 (lr=5.6556e-05) (hash(x)=5747891)
|
| 894 |
+
856 train 7.093535 (lr=5.6203e-05) (hash(x)=7627661)
|
| 895 |
+
857 train 6.758383 (lr=5.5853e-05) (hash(x)=5734208)
|
| 896 |
+
858 train 6.931219 (lr=5.5504e-05) (hash(x)=6162015)
|
| 897 |
+
859 train 7.143523 (lr=5.5158e-05) (hash(x)=7024381)
|
| 898 |
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860 train 7.368166 (lr=5.4813e-05) (hash(x)=5198498)
|
| 899 |
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861 train 7.350578 (lr=5.4471e-05) (hash(x)=7814361)
|
| 900 |
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862 train 7.210496 (lr=5.4131e-05) (hash(x)=7394995)
|
| 901 |
+
863 train 7.083054 (lr=5.3793e-05) (hash(x)=5765893)
|
| 902 |
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864 train 6.895495 (lr=5.3458e-05) (hash(x)=4990435)
|
| 903 |
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865 train 7.040892 (lr=5.3124e-05) (hash(x)=5572048)
|
| 904 |
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866 train 7.185047 (lr=5.2793e-05) (hash(x)=7093293)
|
| 905 |
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867 train 7.055923 (lr=5.2464e-05) (hash(x)=5610058)
|
| 906 |
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868 train 6.968985 (lr=5.2137e-05) (hash(x)=6771468)
|
| 907 |
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869 train 7.006217 (lr=5.1812e-05) (hash(x)=4459483)
|
| 908 |
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870 train 6.889050 (lr=5.1489e-05) (hash(x)=4926546)
|
| 909 |
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871 train 6.984321 (lr=5.1169e-05) (hash(x)=6758411)
|
| 910 |
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872 train 6.988075 (lr=5.0851e-05) (hash(x)=7394277)
|
| 911 |
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873 train 7.100116 (lr=5.0534e-05) (hash(x)=6701381)
|
| 912 |
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874 train 7.457492 (lr=5.0221e-05) (hash(x)=8120966)
|
| 913 |
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875 train 6.954372 (lr=4.9909e-05) (hash(x)=5416400)
|
| 914 |
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876 train 6.964521 (lr=4.9600e-05) (hash(x)=6292778)
|
| 915 |
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877 train 6.893290 (lr=4.9293e-05) (hash(x)=5919569)
|
| 916 |
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878 train 7.227458 (lr=4.8988e-05) (hash(x)=7561740)
|
| 917 |
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879 train 6.977690 (lr=4.8685e-05) (hash(x)=5282870)
|
| 918 |
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880 train 7.005644 (lr=4.8385e-05) (hash(x)=5473238)
|
| 919 |
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881 train 6.863694 (lr=4.8087e-05) (hash(x)=8072181)
|
| 920 |
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882 train 6.889382 (lr=4.7791e-05) (hash(x)=6757322)
|
| 921 |
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883 train 6.853914 (lr=4.7497e-05) (hash(x)=7996770)
|
| 922 |
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884 train 6.935385 (lr=4.7206e-05) (hash(x)=3181021)
|
| 923 |
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885 train 6.983203 (lr=4.6917e-05) (hash(x)=5093519)
|
| 924 |
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886 train 6.985656 (lr=4.6630e-05) (hash(x)=5391352)
|
| 925 |
+
887 train 7.008960 (lr=4.6346e-05) (hash(x)=6270917)
|
| 926 |
+
888 train 7.003362 (lr=4.6063e-05) (hash(x)=5818195)
|
| 927 |
+
889 train 6.794293 (lr=4.5783e-05) (hash(x)=5852780)
|
| 928 |
+
890 train 6.716489 (lr=4.5506e-05) (hash(x)=5777928)
|
| 929 |
+
891 train 6.874502 (lr=4.5231e-05) (hash(x)=5327728)
|
| 930 |
+
892 train 6.886909 (lr=4.4958e-05) (hash(x)=7651281)
|
| 931 |
+
893 train 7.122107 (lr=4.4687e-05) (hash(x)=6260765)
|
| 932 |
+
894 train 6.974381 (lr=4.4419e-05) (hash(x)=6265102)
|
| 933 |
+
895 train 7.168931 (lr=4.4153e-05) (hash(x)=6212894)
|
| 934 |
+
896 train 6.929608 (lr=4.3889e-05) (hash(x)=6901967)
|
| 935 |
+
897 train 7.013860 (lr=4.3628e-05) (hash(x)=6724010)
|
| 936 |
+
898 train 6.994364 (lr=4.3369e-05) (hash(x)=6299033)
|
| 937 |
+
899 train 7.164696 (lr=4.3113e-05) (hash(x)=6059934)
|
| 938 |
+
900 val loss 7.0987
|
| 939 |
+
900 val perplexity 1210.4152
|
| 940 |
+
900 train 6.866005 (lr=4.2858e-05) (hash(x)=6029696)
|
| 941 |
+
901 train 6.771080 (lr=4.2607e-05) (hash(x)=5587382)
|
| 942 |
+
902 train 6.993401 (lr=4.2357e-05) (hash(x)=5890076)
|
| 943 |
+
903 train 6.900857 (lr=4.2110e-05) (hash(x)=7274108)
|
| 944 |
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904 train 7.014778 (lr=4.1865e-05) (hash(x)=7975528)
|
| 945 |
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905 train 7.065679 (lr=4.1623e-05) (hash(x)=6085396)
|
| 946 |
+
906 train 6.939631 (lr=4.1383e-05) (hash(x)=6724496)
|
| 947 |
+
907 train 6.947989 (lr=4.1146e-05) (hash(x)=4784666)
|
| 948 |
+
908 train 6.936305 (lr=4.0910e-05) (hash(x)=7193845)
|
| 949 |
+
909 train 7.110578 (lr=4.0678e-05) (hash(x)=6288638)
|
| 950 |
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910 train 7.079478 (lr=4.0447e-05) (hash(x)=5685285)
|
| 951 |
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911 train 7.062114 (lr=4.0220e-05) (hash(x)=7714288)
|
| 952 |
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912 train 7.160192 (lr=3.9994e-05) (hash(x)=5983679)
|
| 953 |
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913 train 7.086443 (lr=3.9771e-05) (hash(x)=5534748)
|
| 954 |
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914 train 7.026258 (lr=3.9550e-05) (hash(x)=6545471)
|
| 955 |
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915 train 7.018825 (lr=3.9332e-05) (hash(x)=6361270)
|
| 956 |
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916 train 7.007600 (lr=3.9116e-05) (hash(x)=6257744)
|
| 957 |
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917 train 7.016111 (lr=3.8903e-05) (hash(x)=4682956)
|
| 958 |
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918 train 6.915054 (lr=3.8692e-05) (hash(x)=4521756)
|
| 959 |
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919 train 7.064827 (lr=3.8484e-05) (hash(x)=7568935)
|
| 960 |
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920 train 6.982286 (lr=3.8277e-05) (hash(x)=7969353)
|
| 961 |
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921 train 7.176071 (lr=3.8074e-05) (hash(x)=7973311)
|
| 962 |
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922 train 6.797400 (lr=3.7873e-05) (hash(x)=4843937)
|
| 963 |
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923 train 6.982713 (lr=3.7674e-05) (hash(x)=6987352)
|
| 964 |
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924 train 7.153902 (lr=3.7478e-05) (hash(x)=7179418)
|
| 965 |
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925 train 6.755489 (lr=3.7284e-05) (hash(x)=5413904)
|
| 966 |
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926 train 7.205327 (lr=3.7093e-05) (hash(x)=6028105)
|
| 967 |
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927 train 7.112931 (lr=3.6904e-05) (hash(x)=6732924)
|
| 968 |
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928 train 6.974981 (lr=3.6718e-05) (hash(x)=4547651)
|
| 969 |
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929 train 7.139859 (lr=3.6534e-05) (hash(x)=6219754)
|
| 970 |
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930 train 6.898739 (lr=3.6353e-05) (hash(x)=7465186)
|
| 971 |
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931 train 7.050307 (lr=3.6174e-05) (hash(x)=6839070)
|
| 972 |
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932 train 6.920786 (lr=3.5998e-05) (hash(x)=5390324)
|
| 973 |
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933 train 6.899885 (lr=3.5824e-05) (hash(x)=6090120)
|
| 974 |
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934 train 7.566038 (lr=3.5653e-05) (hash(x)=7123181)
|
| 975 |
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935 train 7.222597 (lr=3.5484e-05) (hash(x)=7115176)
|
| 976 |
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936 train 7.202020 (lr=3.5317e-05) (hash(x)=7016990)
|
| 977 |
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937 train 6.988410 (lr=3.5154e-05) (hash(x)=4989299)
|
| 978 |
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938 train 6.994831 (lr=3.4992e-05) (hash(x)=6783311)
|
| 979 |
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939 train 6.971570 (lr=3.4833e-05) (hash(x)=7497590)
|
| 980 |
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940 train 7.215337 (lr=3.4677e-05) (hash(x)=6767514)
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| 981 |
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941 train 6.955915 (lr=3.4523e-05) (hash(x)=3977557)
|
| 982 |
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942 train 7.104504 (lr=3.4372e-05) (hash(x)=4806492)
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| 983 |
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943 train 6.988573 (lr=3.4224e-05) (hash(x)=5524165)
|
| 984 |
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944 train 7.041864 (lr=3.4077e-05) (hash(x)=4930752)
|
| 985 |
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945 train 7.007635 (lr=3.3934e-05) (hash(x)=5124936)
|
| 986 |
+
946 train 6.897454 (lr=3.3793e-05) (hash(x)=6877351)
|
| 987 |
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947 train 7.186145 (lr=3.3654e-05) (hash(x)=5522119)
|
| 988 |
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948 train 6.987307 (lr=3.3518e-05) (hash(x)=6183512)
|
| 989 |
+
949 train 6.911496 (lr=3.3385e-05) (hash(x)=5030865)
|
| 990 |
+
950 val loss 7.0873
|
| 991 |
+
950 val perplexity 1196.7218
|
| 992 |
+
950 train 6.995289 (lr=3.3254e-05) (hash(x)=6619812)
|
| 993 |
+
951 train 7.037693 (lr=3.3125e-05) (hash(x)=6411783)
|
| 994 |
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952 train 6.983159 (lr=3.3000e-05) (hash(x)=6748982)
|
| 995 |
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953 train 6.901580 (lr=3.2876e-05) (hash(x)=6581937)
|
| 996 |
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954 train 7.031114 (lr=3.2756e-05) (hash(x)=7881022)
|
| 997 |
+
955 train 6.971148 (lr=3.2638e-05) (hash(x)=5116910)
|
| 998 |
+
956 train 6.769077 (lr=3.2522e-05) (hash(x)=4880833)
|
| 999 |
+
957 train 6.799681 (lr=3.2409e-05) (hash(x)=7353459)
|
| 1000 |
+
958 train 6.878766 (lr=3.2299e-05) (hash(x)=4951302)
|
| 1001 |
+
959 train 6.764055 (lr=3.2191e-05) (hash(x)=6344535)
|
| 1002 |
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960 train 7.426929 (lr=3.2085e-05) (hash(x)=7411763)
|
| 1003 |
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961 train 6.972095 (lr=3.1983e-05) (hash(x)=5840169)
|
| 1004 |
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962 train 7.080235 (lr=3.1883e-05) (hash(x)=5784788)
|
| 1005 |
+
963 train 6.881763 (lr=3.1785e-05) (hash(x)=6754290)
|
| 1006 |
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964 train 7.177385 (lr=3.1690e-05) (hash(x)=6369963)
|
| 1007 |
+
965 train 7.269762 (lr=3.1598e-05) (hash(x)=6484573)
|
| 1008 |
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966 train 6.816872 (lr=3.1508e-05) (hash(x)=6516338)
|
| 1009 |
+
967 train 6.849596 (lr=3.1421e-05) (hash(x)=5260125)
|
| 1010 |
+
968 train 6.992398 (lr=3.1336e-05) (hash(x)=5781624)
|
| 1011 |
+
969 train 6.760798 (lr=3.1254e-05) (hash(x)=4881179)
|
| 1012 |
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970 train 6.919067 (lr=3.1174e-05) (hash(x)=6707821)
|
| 1013 |
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971 train 7.061013 (lr=3.1098e-05) (hash(x)=5001634)
|
| 1014 |
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972 train 6.917983 (lr=3.1023e-05) (hash(x)=4402949)
|
| 1015 |
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973 train 6.939075 (lr=3.0952e-05) (hash(x)=7424810)
|
| 1016 |
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974 train 6.821562 (lr=3.0882e-05) (hash(x)=4814803)
|
| 1017 |
+
975 train 6.723653 (lr=3.0816e-05) (hash(x)=5176431)
|
| 1018 |
+
976 train 6.927711 (lr=3.0752e-05) (hash(x)=5769393)
|
| 1019 |
+
977 train 6.855418 (lr=3.0691e-05) (hash(x)=5421624)
|
| 1020 |
+
978 train 7.100616 (lr=3.0632e-05) (hash(x)=5999773)
|
| 1021 |
+
979 train 6.799164 (lr=3.0576e-05) (hash(x)=5674439)
|
| 1022 |
+
980 train 6.891325 (lr=3.0522e-05) (hash(x)=6345351)
|
| 1023 |
+
981 train 6.823787 (lr=3.0471e-05) (hash(x)=5819157)
|
| 1024 |
+
982 train 7.023499 (lr=3.0423e-05) (hash(x)=11159355)
|
| 1025 |
+
983 train 6.992321 (lr=3.0377e-05) (hash(x)=6506856)
|
| 1026 |
+
984 train 6.912742 (lr=3.0334e-05) (hash(x)=6331023)
|
| 1027 |
+
985 train 6.825050 (lr=3.0294e-05) (hash(x)=6119124)
|
| 1028 |
+
986 train 7.028724 (lr=3.0256e-05) (hash(x)=8142528)
|
| 1029 |
+
987 train 7.216858 (lr=3.0221e-05) (hash(x)=6241669)
|
| 1030 |
+
988 train 6.827493 (lr=3.0188e-05) (hash(x)=3852991)
|
| 1031 |
+
989 train 6.532195 (lr=3.0158e-05) (hash(x)=4992756)
|
| 1032 |
+
990 train 7.306437 (lr=3.0131e-05) (hash(x)=7097145)
|
| 1033 |
+
991 train 7.063352 (lr=3.0106e-05) (hash(x)=7277927)
|
| 1034 |
+
992 train 7.173432 (lr=3.0084e-05) (hash(x)=5661400)
|
| 1035 |
+
993 train 7.063525 (lr=3.0064e-05) (hash(x)=6622097)
|
| 1036 |
+
994 train 7.200085 (lr=3.0047e-05) (hash(x)=5016804)
|
| 1037 |
+
995 train 7.278684 (lr=3.0033e-05) (hash(x)=7026582)
|
| 1038 |
+
996 train 7.044793 (lr=3.0021e-05) (hash(x)=5639136)
|
| 1039 |
+
997 train 7.163411 (lr=3.0012e-05) (hash(x)=5840987)
|
| 1040 |
+
998 train 6.831763 (lr=3.0005e-05) (hash(x)=5265410)
|
| 1041 |
+
999 val loss 7.0862
|
| 1042 |
+
999 val perplexity 1195.3549
|
| 1043 |
+
999 train 6.828047 (lr=3.0001e-05) (hash(x)=4351074)
|
lr3e-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:e9e1fd2272f56a5c196f6daf9d0631bbe509a663a2e9cdaa0f4a0fcc94df1fde
|
| 3 |
+
size 36163010
|
lr3e-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 sha256:946e72ff4f8166797819e62fa194d04bc4a29571c5e8c725d1000e9ea14f42f1
|
| 3 |
+
size 70764358
|