Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size20480_seq_len1024/args.json +1 -0
- lr1e-4_total_batch_size20480_seq_len1024/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size20480_seq_len1024/log2.txt +1043 -0
- lr1e-4_total_batch_size20480_seq_len1024/model_00999.pt +3 -0
- lr1e-4_total_batch_size20480_seq_len1024/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size20480_seq_len1024/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size20480_seq_len1024", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 1024, "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": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1e-4_total_batch_size20480_seq_len1024/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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lr1e-4_total_batch_size20480_seq_len1024/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7486
|
| 3 |
+
0 val perplexity 126579.2500
|
| 4 |
+
0 train 11.749327 (lr=3.4965e-07) (hash(x)=57833283)
|
| 5 |
+
1 train 11.742214 (lr=6.9930e-07) (hash(x)=52769534)
|
| 6 |
+
2 train 11.724283 (lr=1.0490e-06) (hash(x)=50373191)
|
| 7 |
+
3 train 11.749997 (lr=1.3986e-06) (hash(x)=48487754)
|
| 8 |
+
4 train 11.734939 (lr=1.7483e-06) (hash(x)=47781406)
|
| 9 |
+
5 train 11.746944 (lr=2.0979e-06) (hash(x)=48658307)
|
| 10 |
+
6 train 11.756604 (lr=2.4476e-06) (hash(x)=42956464)
|
| 11 |
+
7 train 11.743142 (lr=2.7972e-06) (hash(x)=50106566)
|
| 12 |
+
8 train 11.734677 (lr=3.1469e-06) (hash(x)=50260247)
|
| 13 |
+
9 train 11.722575 (lr=3.4965e-06) (hash(x)=45839663)
|
| 14 |
+
10 train 11.710037 (lr=3.8462e-06) (hash(x)=54489985)
|
| 15 |
+
11 train 11.701223 (lr=4.1958e-06) (hash(x)=50770821)
|
| 16 |
+
12 train 11.697615 (lr=4.5455e-06) (hash(x)=49416075)
|
| 17 |
+
13 train 11.685614 (lr=4.8951e-06) (hash(x)=52323135)
|
| 18 |
+
14 train 11.687724 (lr=5.2448e-06) (hash(x)=53922434)
|
| 19 |
+
15 train 11.669305 (lr=5.5944e-06) (hash(x)=50183213)
|
| 20 |
+
16 train 11.643473 (lr=5.9441e-06) (hash(x)=52003225)
|
| 21 |
+
17 train 11.651104 (lr=6.2937e-06) (hash(x)=56845779)
|
| 22 |
+
18 train 11.631777 (lr=6.6434e-06) (hash(x)=55034939)
|
| 23 |
+
19 train 11.621422 (lr=6.9930e-06) (hash(x)=52671072)
|
| 24 |
+
20 train 11.613849 (lr=7.3427e-06) (hash(x)=46979552)
|
| 25 |
+
21 train 11.607208 (lr=7.6923e-06) (hash(x)=52068996)
|
| 26 |
+
22 train 11.578172 (lr=8.0420e-06) (hash(x)=54071193)
|
| 27 |
+
23 train 11.573407 (lr=8.3916e-06) (hash(x)=47640895)
|
| 28 |
+
24 train 11.552900 (lr=8.7413e-06) (hash(x)=46150086)
|
| 29 |
+
25 train 11.529486 (lr=9.0909e-06) (hash(x)=45438450)
|
| 30 |
+
26 train 11.537867 (lr=9.4406e-06) (hash(x)=44573591)
|
| 31 |
+
27 train 11.525861 (lr=9.7902e-06) (hash(x)=62300690)
|
| 32 |
+
28 train 11.487083 (lr=1.0140e-05) (hash(x)=50319996)
|
| 33 |
+
29 train 11.503645 (lr=1.0490e-05) (hash(x)=54520776)
|
| 34 |
+
30 train 11.446773 (lr=1.0839e-05) (hash(x)=44855848)
|
| 35 |
+
31 train 11.424117 (lr=1.1189e-05) (hash(x)=54982586)
|
| 36 |
+
32 train 11.453508 (lr=1.1538e-05) (hash(x)=50784472)
|
| 37 |
+
33 train 11.373411 (lr=1.1888e-05) (hash(x)=50188334)
|
| 38 |
+
34 train 11.364918 (lr=1.2238e-05) (hash(x)=50861237)
|
| 39 |
+
35 train 11.338379 (lr=1.2587e-05) (hash(x)=60945351)
|
| 40 |
+
36 train 11.341898 (lr=1.2937e-05) (hash(x)=56694638)
|
| 41 |
+
37 train 11.344574 (lr=1.3287e-05) (hash(x)=58412625)
|
| 42 |
+
38 train 11.299179 (lr=1.3636e-05) (hash(x)=50750450)
|
| 43 |
+
39 train 11.296921 (lr=1.3986e-05) (hash(x)=51819337)
|
| 44 |
+
40 train 11.241918 (lr=1.4336e-05) (hash(x)=48267882)
|
| 45 |
+
41 train 11.201263 (lr=1.4685e-05) (hash(x)=52889428)
|
| 46 |
+
42 train 11.135584 (lr=1.5035e-05) (hash(x)=49536098)
|
| 47 |
+
43 train 11.109211 (lr=1.5385e-05) (hash(x)=50686547)
|
| 48 |
+
44 train 11.126301 (lr=1.5734e-05) (hash(x)=50818630)
|
| 49 |
+
45 train 11.050308 (lr=1.6084e-05) (hash(x)=49697510)
|
| 50 |
+
46 train 11.041220 (lr=1.6434e-05) (hash(x)=53436760)
|
| 51 |
+
47 train 11.027643 (lr=1.6783e-05) (hash(x)=46807632)
|
| 52 |
+
48 train 10.982990 (lr=1.7133e-05) (hash(x)=54016065)
|
| 53 |
+
49 train 11.031576 (lr=1.7483e-05) (hash(x)=57723080)
|
| 54 |
+
50 val loss 10.9265
|
| 55 |
+
50 val perplexity 55633.3164
|
| 56 |
+
50 train 10.913174 (lr=1.7832e-05) (hash(x)=53422909)
|
| 57 |
+
51 train 10.941579 (lr=1.8182e-05) (hash(x)=48459663)
|
| 58 |
+
52 train 10.856948 (lr=1.8531e-05) (hash(x)=48794753)
|
| 59 |
+
53 train 10.843208 (lr=1.8881e-05) (hash(x)=47148322)
|
| 60 |
+
54 train 10.838713 (lr=1.9231e-05) (hash(x)=52460055)
|
| 61 |
+
55 train 10.800026 (lr=1.9580e-05) (hash(x)=45337189)
|
| 62 |
+
56 train 10.742849 (lr=1.9930e-05) (hash(x)=50930055)
|
| 63 |
+
57 train 10.713366 (lr=2.0280e-05) (hash(x)=42125704)
|
| 64 |
+
58 train 10.585735 (lr=2.0629e-05) (hash(x)=49174011)
|
| 65 |
+
59 train 10.658677 (lr=2.0979e-05) (hash(x)=50618057)
|
| 66 |
+
60 train 10.685741 (lr=2.1329e-05) (hash(x)=52423338)
|
| 67 |
+
61 train 10.633089 (lr=2.1678e-05) (hash(x)=51754551)
|
| 68 |
+
62 train 10.689787 (lr=2.2028e-05) (hash(x)=47059587)
|
| 69 |
+
63 train 10.549004 (lr=2.2378e-05) (hash(x)=52187435)
|
| 70 |
+
64 train 10.587015 (lr=2.2727e-05) (hash(x)=50919108)
|
| 71 |
+
65 train 10.560100 (lr=2.3077e-05) (hash(x)=51831972)
|
| 72 |
+
66 train 10.523424 (lr=2.3427e-05) (hash(x)=49049513)
|
| 73 |
+
67 train 10.384525 (lr=2.3776e-05) (hash(x)=56443459)
|
| 74 |
+
68 train 10.536256 (lr=2.4126e-05) (hash(x)=54156964)
|
| 75 |
+
69 train 10.578791 (lr=2.4476e-05) (hash(x)=54578790)
|
| 76 |
+
70 train 10.453396 (lr=2.4825e-05) (hash(x)=52813407)
|
| 77 |
+
71 train 10.457096 (lr=2.5175e-05) (hash(x)=45098704)
|
| 78 |
+
72 train 10.486520 (lr=2.5524e-05) (hash(x)=42452493)
|
| 79 |
+
73 train 10.481006 (lr=2.5874e-05) (hash(x)=45655812)
|
| 80 |
+
74 train 10.434572 (lr=2.6224e-05) (hash(x)=45415908)
|
| 81 |
+
75 train 10.559283 (lr=2.6573e-05) (hash(x)=49436419)
|
| 82 |
+
76 train 10.490873 (lr=2.6923e-05) (hash(x)=48033921)
|
| 83 |
+
77 train 10.475286 (lr=2.7273e-05) (hash(x)=56987876)
|
| 84 |
+
78 train 10.400213 (lr=2.7622e-05) (hash(x)=48024575)
|
| 85 |
+
79 train 10.380251 (lr=2.7972e-05) (hash(x)=48339908)
|
| 86 |
+
80 train 10.353804 (lr=2.8322e-05) (hash(x)=53135323)
|
| 87 |
+
81 train 10.359755 (lr=2.8671e-05) (hash(x)=46142231)
|
| 88 |
+
82 train 10.416197 (lr=2.9021e-05) (hash(x)=41898441)
|
| 89 |
+
83 train 10.440245 (lr=2.9371e-05) (hash(x)=46263050)
|
| 90 |
+
84 train 10.393560 (lr=2.9720e-05) (hash(x)=37281177)
|
| 91 |
+
85 train 10.401260 (lr=3.0070e-05) (hash(x)=48285373)
|
| 92 |
+
86 train 10.374063 (lr=3.0420e-05) (hash(x)=51190878)
|
| 93 |
+
87 train 10.373065 (lr=3.0769e-05) (hash(x)=56873965)
|
| 94 |
+
88 train 10.279132 (lr=3.1119e-05) (hash(x)=52595463)
|
| 95 |
+
89 train 10.407680 (lr=3.1469e-05) (hash(x)=50421608)
|
| 96 |
+
90 train 10.298191 (lr=3.1818e-05) (hash(x)=45921624)
|
| 97 |
+
91 train 10.391988 (lr=3.2168e-05) (hash(x)=52802882)
|
| 98 |
+
92 train 10.355448 (lr=3.2517e-05) (hash(x)=45185272)
|
| 99 |
+
93 train 10.367887 (lr=3.2867e-05) (hash(x)=49146692)
|
| 100 |
+
94 train 10.310324 (lr=3.3217e-05) (hash(x)=52690444)
|
| 101 |
+
95 train 10.337873 (lr=3.3566e-05) (hash(x)=45627699)
|
| 102 |
+
96 train 10.379922 (lr=3.3916e-05) (hash(x)=50636707)
|
| 103 |
+
97 train 10.193415 (lr=3.4266e-05) (hash(x)=44771118)
|
| 104 |
+
98 train 10.222715 (lr=3.4615e-05) (hash(x)=48109117)
|
| 105 |
+
99 train 10.345989 (lr=3.4965e-05) (hash(x)=55122837)
|
| 106 |
+
100 val loss 10.3178
|
| 107 |
+
100 val perplexity 30266.2969
|
| 108 |
+
100 train 10.360267 (lr=3.5315e-05) (hash(x)=58304741)
|
| 109 |
+
101 train 10.316904 (lr=3.5664e-05) (hash(x)=48891446)
|
| 110 |
+
102 train 10.307606 (lr=3.6014e-05) (hash(x)=46085486)
|
| 111 |
+
103 train 10.318693 (lr=3.6364e-05) (hash(x)=50609171)
|
| 112 |
+
104 train 10.301366 (lr=3.6713e-05) (hash(x)=44693623)
|
| 113 |
+
105 train 10.354119 (lr=3.7063e-05) (hash(x)=45080235)
|
| 114 |
+
106 train 10.237966 (lr=3.7413e-05) (hash(x)=46731794)
|
| 115 |
+
107 train 10.315882 (lr=3.7762e-05) (hash(x)=46674118)
|
| 116 |
+
108 train 10.221298 (lr=3.8112e-05) (hash(x)=46647221)
|
| 117 |
+
109 train 10.211369 (lr=3.8462e-05) (hash(x)=51868493)
|
| 118 |
+
110 train 10.269386 (lr=3.8811e-05) (hash(x)=52926855)
|
| 119 |
+
111 train 10.223500 (lr=3.9161e-05) (hash(x)=50306555)
|
| 120 |
+
112 train 10.199757 (lr=3.9510e-05) (hash(x)=47017597)
|
| 121 |
+
113 train 10.216875 (lr=3.9860e-05) (hash(x)=45930697)
|
| 122 |
+
114 train 10.268049 (lr=4.0210e-05) (hash(x)=55896424)
|
| 123 |
+
115 train 10.230568 (lr=4.0559e-05) (hash(x)=50806347)
|
| 124 |
+
116 train 10.242318 (lr=4.0909e-05) (hash(x)=53269239)
|
| 125 |
+
117 train 10.212035 (lr=4.1259e-05) (hash(x)=50115446)
|
| 126 |
+
118 train 10.271646 (lr=4.1608e-05) (hash(x)=53956776)
|
| 127 |
+
119 train 10.188864 (lr=4.1958e-05) (hash(x)=51243947)
|
| 128 |
+
120 train 10.222794 (lr=4.2308e-05) (hash(x)=55362900)
|
| 129 |
+
121 train 10.189230 (lr=4.2657e-05) (hash(x)=34965283)
|
| 130 |
+
122 train 10.184373 (lr=4.3007e-05) (hash(x)=52583594)
|
| 131 |
+
123 train 10.189457 (lr=4.3357e-05) (hash(x)=53806649)
|
| 132 |
+
124 train 10.172391 (lr=4.3706e-05) (hash(x)=51974675)
|
| 133 |
+
125 train 10.203533 (lr=4.4056e-05) (hash(x)=45810574)
|
| 134 |
+
126 train 10.133426 (lr=4.4406e-05) (hash(x)=34273240)
|
| 135 |
+
127 train 10.097095 (lr=4.4755e-05) (hash(x)=50536970)
|
| 136 |
+
128 train 10.058943 (lr=4.5105e-05) (hash(x)=47843837)
|
| 137 |
+
129 train 10.222813 (lr=4.5455e-05) (hash(x)=56940944)
|
| 138 |
+
130 train 10.182350 (lr=4.5804e-05) (hash(x)=54162688)
|
| 139 |
+
131 train 10.158394 (lr=4.6154e-05) (hash(x)=51669498)
|
| 140 |
+
132 train 10.139881 (lr=4.6503e-05) (hash(x)=53020601)
|
| 141 |
+
133 train 10.153988 (lr=4.6853e-05) (hash(x)=46315245)
|
| 142 |
+
134 train 10.076962 (lr=4.7203e-05) (hash(x)=51422940)
|
| 143 |
+
135 train 10.113983 (lr=4.7552e-05) (hash(x)=50610610)
|
| 144 |
+
136 train 10.032269 (lr=4.7902e-05) (hash(x)=47220467)
|
| 145 |
+
137 train 10.114471 (lr=4.8252e-05) (hash(x)=51478185)
|
| 146 |
+
138 train 10.033234 (lr=4.8601e-05) (hash(x)=48930577)
|
| 147 |
+
139 train 10.037033 (lr=4.8951e-05) (hash(x)=53701929)
|
| 148 |
+
140 train 10.170954 (lr=4.9301e-05) (hash(x)=54410011)
|
| 149 |
+
141 train 10.142626 (lr=4.9650e-05) (hash(x)=51021250)
|
| 150 |
+
142 train 10.054307 (lr=5.0000e-05) (hash(x)=55817179)
|
| 151 |
+
143 train 10.118052 (lr=5.0350e-05) (hash(x)=46930369)
|
| 152 |
+
144 train 10.089009 (lr=5.0699e-05) (hash(x)=51147542)
|
| 153 |
+
145 train 9.977171 (lr=5.1049e-05) (hash(x)=39405431)
|
| 154 |
+
146 train 10.082464 (lr=5.1399e-05) (hash(x)=48536998)
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147 train 10.112307 (lr=5.1748e-05) (hash(x)=57476018)
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148 train 10.072135 (lr=5.2098e-05) (hash(x)=58950633)
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149 train 10.007186 (lr=5.2448e-05) (hash(x)=48315677)
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150 val loss 10.0307
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| 159 |
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150 val perplexity 22713.8086
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150 train 10.053496 (lr=5.2797e-05) (hash(x)=53677175)
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151 train 10.022027 (lr=5.3147e-05) (hash(x)=50199187)
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152 train 10.012892 (lr=5.3497e-05) (hash(x)=56596899)
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153 train 9.978958 (lr=5.3846e-05) (hash(x)=49586111)
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154 train 10.056583 (lr=5.4196e-05) (hash(x)=46819915)
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155 train 10.067059 (lr=5.4545e-05) (hash(x)=45949699)
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156 train 10.036072 (lr=5.4895e-05) (hash(x)=45515416)
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157 train 10.146334 (lr=5.5245e-05) (hash(x)=47334388)
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158 train 10.116514 (lr=5.5594e-05) (hash(x)=49474562)
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159 train 9.913442 (lr=5.5944e-05) (hash(x)=53294055)
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160 train 9.871157 (lr=5.6294e-05) (hash(x)=54082362)
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162 train 9.980222 (lr=5.6993e-05) (hash(x)=53531448)
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163 train 9.945437 (lr=5.7343e-05) (hash(x)=53097392)
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164 train 9.714823 (lr=5.7692e-05) (hash(x)=41633073)
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165 train 9.917764 (lr=5.8042e-05) (hash(x)=46479397)
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168 train 9.981182 (lr=5.9091e-05) (hash(x)=52103949)
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169 train 9.889009 (lr=5.9441e-05) (hash(x)=47738093)
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170 train 9.939163 (lr=5.9790e-05) (hash(x)=51395731)
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171 train 9.919722 (lr=6.0140e-05) (hash(x)=59006693)
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172 train 9.846137 (lr=6.0490e-05) (hash(x)=52545488)
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173 train 9.860308 (lr=6.0839e-05) (hash(x)=46312947)
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176 train 9.812124 (lr=6.1888e-05) (hash(x)=43705721)
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177 train 9.885639 (lr=6.2238e-05) (hash(x)=55830040)
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179 train 9.881191 (lr=6.2937e-05) (hash(x)=52098425)
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182 train 9.794942 (lr=6.3986e-05) (hash(x)=48803235)
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184 train 9.795506 (lr=6.4685e-05) (hash(x)=55950871)
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189 train 9.833458 (lr=6.6434e-05) (hash(x)=55269973)
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190 train 9.831350 (lr=6.6783e-05) (hash(x)=54250578)
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191 train 9.719925 (lr=6.7133e-05) (hash(x)=55088766)
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193 train 9.734671 (lr=6.7832e-05) (hash(x)=48450358)
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194 train 9.725243 (lr=6.8182e-05) (hash(x)=49197883)
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196 train 9.704466 (lr=6.8881e-05) (hash(x)=51419665)
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197 train 9.576101 (lr=6.9231e-05) (hash(x)=48650332)
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198 train 9.696732 (lr=6.9580e-05) (hash(x)=48143827)
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199 train 9.687710 (lr=6.9930e-05) (hash(x)=52234688)
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200 val loss 9.6666
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200 val perplexity 15781.6191
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| 212 |
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200 train 9.642776 (lr=7.0280e-05) (hash(x)=52032234)
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201 train 9.695349 (lr=7.0629e-05) (hash(x)=51346801)
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202 train 9.752648 (lr=7.0979e-05) (hash(x)=58253034)
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203 train 9.715641 (lr=7.1329e-05) (hash(x)=52929403)
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205 train 9.611279 (lr=7.2028e-05) (hash(x)=56070928)
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206 train 9.641582 (lr=7.2378e-05) (hash(x)=48921492)
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207 train 9.569183 (lr=7.2727e-05) (hash(x)=50526384)
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208 train 9.572097 (lr=7.3077e-05) (hash(x)=49178590)
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209 train 9.635328 (lr=7.3427e-05) (hash(x)=60209461)
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210 train 9.648325 (lr=7.3776e-05) (hash(x)=51970769)
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211 train 9.553243 (lr=7.4126e-05) (hash(x)=52322092)
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212 train 9.490023 (lr=7.4476e-05) (hash(x)=49806109)
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213 train 9.586144 (lr=7.4825e-05) (hash(x)=52916383)
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214 train 9.505272 (lr=7.5175e-05) (hash(x)=43459378)
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215 train 9.430286 (lr=7.5524e-05) (hash(x)=52529702)
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216 train 9.545857 (lr=7.5874e-05) (hash(x)=49688097)
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217 train 9.551417 (lr=7.6224e-05) (hash(x)=51980724)
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218 train 9.531169 (lr=7.6573e-05) (hash(x)=47435088)
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219 train 9.515650 (lr=7.6923e-05) (hash(x)=46826784)
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220 train 9.497662 (lr=7.7273e-05) (hash(x)=51120264)
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221 train 9.500837 (lr=7.7622e-05) (hash(x)=51321857)
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222 train 9.411946 (lr=7.7972e-05) (hash(x)=51476600)
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223 train 9.520540 (lr=7.8322e-05) (hash(x)=53475454)
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224 train 9.519842 (lr=7.8671e-05) (hash(x)=39878629)
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225 train 9.404202 (lr=7.9021e-05) (hash(x)=54787418)
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226 train 9.597739 (lr=7.9371e-05) (hash(x)=52506608)
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227 train 9.426920 (lr=7.9720e-05) (hash(x)=46810389)
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228 train 9.317448 (lr=8.0070e-05) (hash(x)=57144694)
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229 train 9.455252 (lr=8.0420e-05) (hash(x)=53498382)
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230 train 9.417372 (lr=8.0769e-05) (hash(x)=51280415)
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231 train 9.418135 (lr=8.1119e-05) (hash(x)=46323632)
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232 train 9.421375 (lr=8.1469e-05) (hash(x)=46779238)
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233 train 9.396482 (lr=8.1818e-05) (hash(x)=52398798)
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234 train 9.385621 (lr=8.2168e-05) (hash(x)=48186608)
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235 train 9.371988 (lr=8.2517e-05) (hash(x)=53724068)
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236 train 9.371989 (lr=8.2867e-05) (hash(x)=52960197)
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237 train 9.426411 (lr=8.3217e-05) (hash(x)=52768582)
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238 train 9.323154 (lr=8.3566e-05) (hash(x)=52810796)
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239 train 9.385962 (lr=8.3916e-05) (hash(x)=46747022)
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240 train 9.311642 (lr=8.4266e-05) (hash(x)=53760168)
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241 train 9.293126 (lr=8.4615e-05) (hash(x)=50353293)
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242 train 9.326193 (lr=8.4965e-05) (hash(x)=50573284)
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243 train 9.278626 (lr=8.5315e-05) (hash(x)=50822751)
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244 train 9.340521 (lr=8.5664e-05) (hash(x)=44593201)
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245 train 9.204533 (lr=8.6014e-05) (hash(x)=47616170)
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246 train 9.243162 (lr=8.6364e-05) (hash(x)=49711034)
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247 train 9.317259 (lr=8.6713e-05) (hash(x)=48013779)
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248 train 9.311863 (lr=8.7063e-05) (hash(x)=49696467)
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249 train 9.259468 (lr=8.7413e-05) (hash(x)=45598720)
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250 val loss 9.2352
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| 263 |
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250 val perplexity 10251.5254
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| 264 |
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250 train 9.217905 (lr=8.7762e-05) (hash(x)=49421968)
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251 train 9.223650 (lr=8.8112e-05) (hash(x)=52658193)
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252 train 9.298532 (lr=8.8462e-05) (hash(x)=51581514)
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253 train 9.250868 (lr=8.8811e-05) (hash(x)=48531900)
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254 train 9.173897 (lr=8.9161e-05) (hash(x)=54903424)
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255 train 9.228841 (lr=8.9510e-05) (hash(x)=46134720)
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256 train 9.323370 (lr=8.9860e-05) (hash(x)=53833396)
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257 train 9.173330 (lr=9.0210e-05) (hash(x)=51156418)
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258 train 9.044612 (lr=9.0559e-05) (hash(x)=48618191)
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259 train 9.113873 (lr=9.0909e-05) (hash(x)=52902481)
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260 train 9.031700 (lr=9.1259e-05) (hash(x)=54117145)
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261 train 9.132502 (lr=9.1608e-05) (hash(x)=51604647)
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262 train 9.089002 (lr=9.1958e-05) (hash(x)=50691387)
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263 train 9.096542 (lr=9.2308e-05) (hash(x)=49163526)
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264 train 9.064934 (lr=9.2657e-05) (hash(x)=47039068)
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265 train 9.094458 (lr=9.3007e-05) (hash(x)=53829392)
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266 train 9.017063 (lr=9.3357e-05) (hash(x)=49800706)
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267 train 9.046715 (lr=9.3706e-05) (hash(x)=49028078)
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268 train 9.130728 (lr=9.4056e-05) (hash(x)=53372658)
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269 train 8.990587 (lr=9.4406e-05) (hash(x)=52517672)
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270 train 8.981007 (lr=9.4755e-05) (hash(x)=49248218)
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271 train 9.081336 (lr=9.5105e-05) (hash(x)=59110263)
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272 train 8.930595 (lr=9.5455e-05) (hash(x)=54533121)
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273 train 8.981985 (lr=9.5804e-05) (hash(x)=51195255)
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274 train 8.992915 (lr=9.6154e-05) (hash(x)=47467588)
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275 train 8.994531 (lr=9.6503e-05) (hash(x)=50517780)
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276 train 8.974243 (lr=9.6853e-05) (hash(x)=50640606)
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277 train 9.167339 (lr=9.7203e-05) (hash(x)=62341175)
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278 train 9.029578 (lr=9.7552e-05) (hash(x)=51670137)
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279 train 8.866892 (lr=9.7902e-05) (hash(x)=45890874)
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280 train 8.898098 (lr=9.8252e-05) (hash(x)=50817384)
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281 train 8.896505 (lr=9.8601e-05) (hash(x)=49188067)
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282 train 8.974751 (lr=9.8951e-05) (hash(x)=53943162)
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283 train 8.860237 (lr=9.9301e-05) (hash(x)=47888783)
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284 train 8.928330 (lr=9.9650e-05) (hash(x)=47770108)
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285 train 9.031767 (lr=1.0000e-04) (hash(x)=52775090)
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286 train 8.904856 (lr=1.0000e-04) (hash(x)=49971730)
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287 train 8.931861 (lr=1.0000e-04) (hash(x)=56693767)
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288 train 8.811897 (lr=9.9998e-05) (hash(x)=53347077)
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289 train 8.849640 (lr=9.9996e-05) (hash(x)=45014400)
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290 train 8.769115 (lr=9.9993e-05) (hash(x)=45398141)
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291 train 8.828358 (lr=9.9989e-05) (hash(x)=53102856)
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292 train 8.756334 (lr=9.9984e-05) (hash(x)=51707711)
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293 train 8.837679 (lr=9.9979e-05) (hash(x)=52954310)
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294 train 8.792414 (lr=9.9972e-05) (hash(x)=45943270)
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295 train 8.743010 (lr=9.9965e-05) (hash(x)=47965042)
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296 train 8.782447 (lr=9.9956e-05) (hash(x)=56913043)
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297 train 8.817985 (lr=9.9947e-05) (hash(x)=56016526)
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298 train 8.714312 (lr=9.9937e-05) (hash(x)=50655822)
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299 train 8.693994 (lr=9.9926e-05) (hash(x)=45600303)
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300 val loss 8.6850
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300 val perplexity 5913.7178
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300 train 8.705973 (lr=9.9915e-05) (hash(x)=48710188)
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301 train 8.589563 (lr=9.9902e-05) (hash(x)=45764012)
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302 train 8.588981 (lr=9.9889e-05) (hash(x)=52034772)
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304 train 8.555359 (lr=9.9859e-05) (hash(x)=48042083)
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305 train 8.699409 (lr=9.9843e-05) (hash(x)=51672319)
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307 train 8.590668 (lr=9.9808e-05) (hash(x)=49315253)
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308 train 8.712494 (lr=9.9789e-05) (hash(x)=52341036)
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309 train 8.503772 (lr=9.9770e-05) (hash(x)=45571167)
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310 train 8.520258 (lr=9.9749e-05) (hash(x)=48382543)
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312 train 8.565531 (lr=9.9706e-05) (hash(x)=49116111)
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313 train 8.503986 (lr=9.9683e-05) (hash(x)=50184363)
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314 train 8.514565 (lr=9.9659e-05) (hash(x)=42655518)
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315 train 8.445046 (lr=9.9634e-05) (hash(x)=45775751)
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316 train 8.463261 (lr=9.9609e-05) (hash(x)=47776033)
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320 train 8.410070 (lr=9.9497e-05) (hash(x)=50215750)
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323 train 8.363476 (lr=9.9405e-05) (hash(x)=41963014)
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329 train 8.303233 (lr=9.9197e-05) (hash(x)=43078023)
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331 train 8.667809 (lr=9.9121e-05) (hash(x)=55023379)
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332 train 8.357313 (lr=9.9081e-05) (hash(x)=48246811)
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333 train 8.264225 (lr=9.9041e-05) (hash(x)=43011460)
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334 train 8.246189 (lr=9.9000e-05) (hash(x)=51322872)
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336 train 8.324900 (lr=9.8915e-05) (hash(x)=46105549)
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338 train 8.305653 (lr=9.8827e-05) (hash(x)=61065657)
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339 train 8.187710 (lr=9.8782e-05) (hash(x)=51631508)
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340 train 8.183403 (lr=9.8736e-05) (hash(x)=49689666)
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341 train 8.320385 (lr=9.8689e-05) (hash(x)=50400339)
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342 train 8.252396 (lr=9.8641e-05) (hash(x)=54240120)
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343 train 8.255602 (lr=9.8592e-05) (hash(x)=46560264)
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344 train 8.158655 (lr=9.8543e-05) (hash(x)=48013446)
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345 train 8.418500 (lr=9.8492e-05) (hash(x)=70534997)
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| 362 |
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346 train 8.241776 (lr=9.8441e-05) (hash(x)=49508415)
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347 train 8.224426 (lr=9.8389e-05) (hash(x)=52420475)
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| 364 |
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348 train 8.235367 (lr=9.8336e-05) (hash(x)=60279802)
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| 365 |
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349 train 8.189192 (lr=9.8282e-05) (hash(x)=53194976)
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350 val loss 8.1691
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| 367 |
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350 val perplexity 3530.2522
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| 368 |
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350 train 8.164589 (lr=9.8228e-05) (hash(x)=49459146)
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| 369 |
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351 train 8.269157 (lr=9.8172e-05) (hash(x)=66781899)
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352 train 8.487047 (lr=9.8116e-05) (hash(x)=43442176)
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353 train 8.188129 (lr=9.8059e-05) (hash(x)=51986059)
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354 train 8.158380 (lr=9.8001e-05) (hash(x)=45517898)
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355 train 8.444658 (lr=9.7942e-05) (hash(x)=60275167)
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356 train 8.273684 (lr=9.7882e-05) (hash(x)=61199882)
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357 train 8.090530 (lr=9.7822e-05) (hash(x)=45483557)
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358 train 8.295349 (lr=9.7761e-05) (hash(x)=49436293)
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359 train 8.101776 (lr=9.7699e-05) (hash(x)=49182582)
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360 train 8.214804 (lr=9.7636e-05) (hash(x)=54622543)
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361 train 8.085806 (lr=9.7572e-05) (hash(x)=51446091)
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362 train 7.979252 (lr=9.7507e-05) (hash(x)=45019935)
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363 train 8.004611 (lr=9.7442e-05) (hash(x)=47827767)
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364 train 8.058871 (lr=9.7376e-05) (hash(x)=47297652)
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365 train 8.061963 (lr=9.7309e-05) (hash(x)=46988810)
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366 train 7.950613 (lr=9.7241e-05) (hash(x)=44457482)
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367 train 7.928934 (lr=9.7172e-05) (hash(x)=44918130)
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368 train 8.068607 (lr=9.7103e-05) (hash(x)=47962618)
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369 train 8.027823 (lr=9.7032e-05) (hash(x)=49693485)
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370 train 7.986973 (lr=9.6961e-05) (hash(x)=46911489)
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371 train 7.927818 (lr=9.6889e-05) (hash(x)=40969008)
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372 train 7.900148 (lr=9.6817e-05) (hash(x)=47877745)
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373 train 8.064613 (lr=9.6743e-05) (hash(x)=50344401)
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374 train 8.075175 (lr=9.6669e-05) (hash(x)=53074032)
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375 train 7.990712 (lr=9.6593e-05) (hash(x)=49833636)
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376 train 8.127217 (lr=9.6518e-05) (hash(x)=61445802)
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377 train 7.942898 (lr=9.6441e-05) (hash(x)=41326666)
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378 train 7.854801 (lr=9.6363e-05) (hash(x)=43474195)
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379 train 7.922547 (lr=9.6285e-05) (hash(x)=52346553)
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380 train 7.625037 (lr=9.6206e-05) (hash(x)=35732133)
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381 train 7.931313 (lr=9.6126e-05) (hash(x)=47970930)
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382 train 7.814545 (lr=9.6045e-05) (hash(x)=47182916)
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383 train 7.897712 (lr=9.5963e-05) (hash(x)=47009621)
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384 train 7.974102 (lr=9.5881e-05) (hash(x)=52003882)
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385 train 7.945288 (lr=9.5798e-05) (hash(x)=48602644)
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386 train 7.972735 (lr=9.5714e-05) (hash(x)=49970789)
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387 train 7.942152 (lr=9.5629e-05) (hash(x)=52115732)
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388 train 7.871017 (lr=9.5544e-05) (hash(x)=50715961)
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389 train 8.057526 (lr=9.5457e-05) (hash(x)=56527845)
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390 train 7.844823 (lr=9.5370e-05) (hash(x)=49623946)
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391 train 7.873331 (lr=9.5282e-05) (hash(x)=49459868)
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392 train 7.903777 (lr=9.5194e-05) (hash(x)=52550306)
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393 train 7.958516 (lr=9.5104e-05) (hash(x)=48955151)
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394 train 7.936601 (lr=9.5014e-05) (hash(x)=49655015)
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395 train 7.848641 (lr=9.4923e-05) (hash(x)=48473450)
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396 train 8.027847 (lr=9.4831e-05) (hash(x)=45290633)
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397 train 7.844560 (lr=9.4739e-05) (hash(x)=50306722)
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398 train 7.820518 (lr=9.4646e-05) (hash(x)=48795732)
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| 417 |
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399 train 7.945980 (lr=9.4551e-05) (hash(x)=50898037)
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| 418 |
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400 val loss 7.8949
|
| 419 |
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400 val perplexity 2683.6042
|
| 420 |
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400 train 7.964312 (lr=9.4457e-05) (hash(x)=32890763)
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401 train 7.891204 (lr=9.4361e-05) (hash(x)=35015807)
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402 train 7.926899 (lr=9.4265e-05) (hash(x)=41169444)
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403 train 7.864088 (lr=9.4168e-05) (hash(x)=46327297)
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404 train 7.866665 (lr=9.4070e-05) (hash(x)=48536826)
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405 train 7.803713 (lr=9.3971e-05) (hash(x)=44297138)
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406 train 8.374780 (lr=9.3872e-05) (hash(x)=48533607)
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407 train 7.684158 (lr=9.3772e-05) (hash(x)=47776613)
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| 428 |
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408 train 7.857242 (lr=9.3671e-05) (hash(x)=53854198)
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| 429 |
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409 train 7.905153 (lr=9.3569e-05) (hash(x)=51262732)
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410 train 7.917740 (lr=9.3467e-05) (hash(x)=47159040)
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411 train 7.921654 (lr=9.3364e-05) (hash(x)=51480608)
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412 train 7.757312 (lr=9.3260e-05) (hash(x)=44193147)
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413 train 7.861832 (lr=9.3155e-05) (hash(x)=50929448)
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414 train 7.855194 (lr=9.3050e-05) (hash(x)=48420333)
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415 train 7.944426 (lr=9.2944e-05) (hash(x)=46494961)
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416 train 7.912766 (lr=9.2837e-05) (hash(x)=49410253)
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417 train 8.015892 (lr=9.2729e-05) (hash(x)=59634178)
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418 train 7.908131 (lr=9.2621e-05) (hash(x)=48922609)
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419 train 7.756649 (lr=9.2512e-05) (hash(x)=47517395)
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420 train 7.817853 (lr=9.2402e-05) (hash(x)=49531327)
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421 train 8.180258 (lr=9.2292e-05) (hash(x)=48371589)
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422 train 8.135199 (lr=9.2181e-05) (hash(x)=55313671)
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423 train 7.923292 (lr=9.2069e-05) (hash(x)=61097106)
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424 train 7.804233 (lr=9.1956e-05) (hash(x)=52305923)
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425 train 7.955711 (lr=9.1843e-05) (hash(x)=61405427)
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426 train 8.012609 (lr=9.1729e-05) (hash(x)=59898062)
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427 train 7.889417 (lr=9.1614e-05) (hash(x)=50139108)
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428 train 7.777630 (lr=9.1499e-05) (hash(x)=47955919)
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429 train 7.720078 (lr=9.1382e-05) (hash(x)=45467872)
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430 train 7.810029 (lr=9.1266e-05) (hash(x)=59686276)
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431 train 7.869569 (lr=9.1148e-05) (hash(x)=49686665)
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432 train 7.974269 (lr=9.1030e-05) (hash(x)=47341207)
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433 train 7.912833 (lr=9.0911e-05) (hash(x)=51019411)
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434 train 7.580331 (lr=9.0791e-05) (hash(x)=50050759)
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435 train 7.841652 (lr=9.0671e-05) (hash(x)=49380702)
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436 train 7.824608 (lr=9.0550e-05) (hash(x)=50963362)
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437 train 7.823874 (lr=9.0428e-05) (hash(x)=50156382)
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438 train 7.971721 (lr=9.0306e-05) (hash(x)=49995857)
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439 train 8.006757 (lr=9.0182e-05) (hash(x)=48775872)
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440 train 7.788049 (lr=9.0059e-05) (hash(x)=53183314)
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441 train 7.780898 (lr=8.9934e-05) (hash(x)=49497141)
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442 train 7.719938 (lr=8.9809e-05) (hash(x)=51207084)
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443 train 7.569196 (lr=8.9683e-05) (hash(x)=49456326)
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| 464 |
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444 train 8.042864 (lr=8.9557e-05) (hash(x)=49811760)
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445 train 7.782897 (lr=8.9430e-05) (hash(x)=53343959)
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446 train 7.789208 (lr=8.9302e-05) (hash(x)=54858850)
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447 train 7.737599 (lr=8.9173e-05) (hash(x)=44654425)
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| 468 |
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448 train 7.770115 (lr=8.9044e-05) (hash(x)=45260452)
|
| 469 |
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449 train 7.783391 (lr=8.8914e-05) (hash(x)=51367775)
|
| 470 |
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450 val loss 7.7725
|
| 471 |
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450 val perplexity 2374.2844
|
| 472 |
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450 train 7.733618 (lr=8.8784e-05) (hash(x)=46562023)
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| 473 |
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451 train 7.801526 (lr=8.8653e-05) (hash(x)=54477325)
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452 train 7.788702 (lr=8.8521e-05) (hash(x)=48571772)
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453 train 7.787848 (lr=8.8388e-05) (hash(x)=45888568)
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454 train 7.807592 (lr=8.8255e-05) (hash(x)=49219751)
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455 train 7.694363 (lr=8.8122e-05) (hash(x)=49384161)
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| 478 |
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456 train 7.682570 (lr=8.7987e-05) (hash(x)=50565032)
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| 479 |
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457 train 7.881937 (lr=8.7852e-05) (hash(x)=52839038)
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458 train 7.743201 (lr=8.7717e-05) (hash(x)=51799409)
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459 train 7.730517 (lr=8.7580e-05) (hash(x)=49188683)
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460 train 7.744628 (lr=8.7444e-05) (hash(x)=51812773)
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461 train 7.922749 (lr=8.7306e-05) (hash(x)=62547001)
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462 train 7.762225 (lr=8.7168e-05) (hash(x)=49563491)
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463 train 7.847117 (lr=8.7029e-05) (hash(x)=51229664)
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464 train 7.640627 (lr=8.6890e-05) (hash(x)=46252668)
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465 train 7.652713 (lr=8.6750e-05) (hash(x)=48746317)
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466 train 7.879863 (lr=8.6609e-05) (hash(x)=44204094)
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467 train 7.781458 (lr=8.6468e-05) (hash(x)=51961195)
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468 train 7.991567 (lr=8.6326e-05) (hash(x)=47683918)
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469 train 8.026352 (lr=8.6184e-05) (hash(x)=49881442)
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470 train 7.900483 (lr=8.6041e-05) (hash(x)=45500608)
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471 train 7.856077 (lr=8.5897e-05) (hash(x)=48726061)
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472 train 7.726526 (lr=8.5753e-05) (hash(x)=53235305)
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473 train 7.806311 (lr=8.5608e-05) (hash(x)=50492385)
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474 train 7.629232 (lr=8.5462e-05) (hash(x)=46951052)
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475 train 7.733204 (lr=8.5316e-05) (hash(x)=53617083)
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476 train 7.740380 (lr=8.5170e-05) (hash(x)=50267127)
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477 train 7.600465 (lr=8.5022e-05) (hash(x)=45972461)
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478 train 7.766829 (lr=8.4875e-05) (hash(x)=55325922)
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479 train 8.426651 (lr=8.4726e-05) (hash(x)=60830807)
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480 train 8.370094 (lr=8.4577e-05) (hash(x)=59357720)
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481 train 8.348041 (lr=8.4428e-05) (hash(x)=63145389)
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482 train 8.340787 (lr=8.4278e-05) (hash(x)=60412496)
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483 train 8.385477 (lr=8.4127e-05) (hash(x)=64013010)
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484 train 8.413848 (lr=8.3976e-05) (hash(x)=62177701)
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485 train 8.385735 (lr=8.3824e-05) (hash(x)=64418102)
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486 train 8.075117 (lr=8.3672e-05) (hash(x)=52915348)
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487 train 7.841768 (lr=8.3519e-05) (hash(x)=54461658)
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488 train 7.994188 (lr=8.3366e-05) (hash(x)=47729553)
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489 train 7.677774 (lr=8.3212e-05) (hash(x)=49407427)
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490 train 7.743290 (lr=8.3057e-05) (hash(x)=51432179)
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491 train 7.695695 (lr=8.2902e-05) (hash(x)=48800368)
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492 train 7.774661 (lr=8.2746e-05) (hash(x)=45866136)
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493 train 7.719901 (lr=8.2590e-05) (hash(x)=54376909)
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494 train 7.817982 (lr=8.2434e-05) (hash(x)=53519805)
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495 train 7.804413 (lr=8.2276e-05) (hash(x)=49838333)
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496 train 7.614710 (lr=8.2119e-05) (hash(x)=48643653)
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497 train 9.203229 (lr=8.1960e-05) (hash(x)=111351979)
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498 train 11.584175 (lr=8.1801e-05) (hash(x)=132049261)
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| 521 |
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499 train 11.518976 (lr=8.1642e-05) (hash(x)=119446440)
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| 522 |
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500 val loss 7.7521
|
| 523 |
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500 val perplexity 2326.4551
|
| 524 |
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500 train 8.374486 (lr=8.1482e-05) (hash(x)=49421392)
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501 train 7.394449 (lr=8.1322e-05) (hash(x)=39507633)
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502 train 7.777297 (lr=8.1161e-05) (hash(x)=49902066)
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503 train 7.803941 (lr=8.1000e-05) (hash(x)=53078397)
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504 train 7.700747 (lr=8.0838e-05) (hash(x)=51304862)
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505 train 7.619796 (lr=8.0676e-05) (hash(x)=47937986)
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506 train 7.706973 (lr=8.0513e-05) (hash(x)=45497594)
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507 train 7.770051 (lr=8.0349e-05) (hash(x)=58893354)
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508 train 7.742538 (lr=8.0186e-05) (hash(x)=48729086)
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509 train 7.701914 (lr=8.0021e-05) (hash(x)=50312697)
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510 train 7.740653 (lr=7.9856e-05) (hash(x)=51615714)
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511 train 7.649053 (lr=7.9691e-05) (hash(x)=45343733)
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512 train 7.706976 (lr=7.9525e-05) (hash(x)=47745691)
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513 train 7.597313 (lr=7.9359e-05) (hash(x)=47270668)
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514 train 7.875018 (lr=7.9192e-05) (hash(x)=55874841)
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515 train 7.667527 (lr=7.9025e-05) (hash(x)=45564330)
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516 train 7.710185 (lr=7.8858e-05) (hash(x)=43717130)
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517 train 7.870839 (lr=7.8689e-05) (hash(x)=54465487)
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518 train 7.767524 (lr=7.8521e-05) (hash(x)=49943376)
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519 train 7.831169 (lr=7.8352e-05) (hash(x)=46808110)
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520 train 7.710778 (lr=7.8182e-05) (hash(x)=45689370)
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521 train 7.722620 (lr=7.8012e-05) (hash(x)=48250815)
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522 train 7.829618 (lr=7.7842e-05) (hash(x)=52916515)
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523 train 7.612786 (lr=7.7671e-05) (hash(x)=47328751)
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524 train 7.806985 (lr=7.7500e-05) (hash(x)=52705525)
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525 train 7.600501 (lr=7.7328e-05) (hash(x)=50483774)
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526 train 7.729258 (lr=7.7156e-05) (hash(x)=49144420)
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527 train 7.732896 (lr=7.6984e-05) (hash(x)=49778011)
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528 train 7.637959 (lr=7.6811e-05) (hash(x)=47038718)
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529 train 7.940543 (lr=7.6637e-05) (hash(x)=69410091)
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530 train 7.648120 (lr=7.6463e-05) (hash(x)=53344027)
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531 train 7.690960 (lr=7.6289e-05) (hash(x)=50448372)
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532 train 7.645270 (lr=7.6115e-05) (hash(x)=45353654)
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533 train 7.738573 (lr=7.5940e-05) (hash(x)=53769931)
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534 train 7.638944 (lr=7.5764e-05) (hash(x)=51846900)
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535 train 7.779233 (lr=7.5588e-05) (hash(x)=53670840)
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536 train 7.667195 (lr=7.5412e-05) (hash(x)=51732397)
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537 train 7.701200 (lr=7.5235e-05) (hash(x)=53844862)
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538 train 7.732162 (lr=7.5058e-05) (hash(x)=49927336)
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539 train 7.693257 (lr=7.4881e-05) (hash(x)=50707781)
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540 train 7.623203 (lr=7.4703e-05) (hash(x)=49961492)
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541 train 8.029165 (lr=7.4525e-05) (hash(x)=54542136)
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542 train 7.770865 (lr=7.4346e-05) (hash(x)=58216693)
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543 train 7.753073 (lr=7.4167e-05) (hash(x)=52796041)
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544 train 7.744573 (lr=7.3988e-05) (hash(x)=49102765)
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| 569 |
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545 train 7.595520 (lr=7.3808e-05) (hash(x)=46224031)
|
| 570 |
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546 train 7.609255 (lr=7.3628e-05) (hash(x)=50461161)
|
| 571 |
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547 train 7.936080 (lr=7.3448e-05) (hash(x)=63541876)
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| 572 |
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548 train 7.594507 (lr=7.3267e-05) (hash(x)=40786237)
|
| 573 |
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549 train 7.624818 (lr=7.3086e-05) (hash(x)=52401705)
|
| 574 |
+
550 val loss 7.6664
|
| 575 |
+
550 val perplexity 2135.3342
|
| 576 |
+
550 train 7.735859 (lr=7.2904e-05) (hash(x)=45579136)
|
| 577 |
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551 train 7.631225 (lr=7.2723e-05) (hash(x)=47778722)
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| 578 |
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552 train 7.596293 (lr=7.2540e-05) (hash(x)=44533957)
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| 579 |
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553 train 7.586092 (lr=7.2358e-05) (hash(x)=53126468)
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| 580 |
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554 train 7.841352 (lr=7.2175e-05) (hash(x)=59824165)
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| 581 |
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555 train 7.615225 (lr=7.1992e-05) (hash(x)=48019231)
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| 582 |
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556 train 7.733600 (lr=7.1808e-05) (hash(x)=56989020)
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| 583 |
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557 train 7.677994 (lr=7.1624e-05) (hash(x)=50049909)
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| 584 |
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558 train 7.718346 (lr=7.1440e-05) (hash(x)=54564285)
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| 585 |
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559 train 7.645346 (lr=7.1256e-05) (hash(x)=39174017)
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| 586 |
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560 train 7.477643 (lr=7.1071e-05) (hash(x)=50882180)
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| 587 |
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561 train 7.882744 (lr=7.0886e-05) (hash(x)=53181098)
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| 588 |
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562 train 7.948976 (lr=7.0701e-05) (hash(x)=57349606)
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| 589 |
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563 train 8.055887 (lr=7.0515e-05) (hash(x)=55894374)
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| 590 |
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564 train 7.694658 (lr=7.0329e-05) (hash(x)=49212896)
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| 591 |
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565 train 7.682662 (lr=7.0143e-05) (hash(x)=49643242)
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| 592 |
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566 train 7.646237 (lr=6.9956e-05) (hash(x)=47202647)
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| 593 |
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567 train 7.705485 (lr=6.9769e-05) (hash(x)=52422794)
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| 594 |
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568 train 7.710778 (lr=6.9582e-05) (hash(x)=50536114)
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569 train 7.663518 (lr=6.9394e-05) (hash(x)=53466863)
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570 train 7.757085 (lr=6.9207e-05) (hash(x)=46665324)
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| 597 |
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571 train 7.675768 (lr=6.9019e-05) (hash(x)=48367015)
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| 598 |
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572 train 7.569024 (lr=6.8830e-05) (hash(x)=49994353)
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| 599 |
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573 train 7.529009 (lr=6.8642e-05) (hash(x)=45469072)
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| 600 |
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574 train 7.647378 (lr=6.8453e-05) (hash(x)=50371481)
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575 train 7.623846 (lr=6.8264e-05) (hash(x)=50495673)
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576 train 7.642751 (lr=6.8075e-05) (hash(x)=49261234)
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577 train 7.403503 (lr=6.7885e-05) (hash(x)=42520893)
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578 train 7.410302 (lr=6.7695e-05) (hash(x)=40250490)
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579 train 7.474455 (lr=6.7505e-05) (hash(x)=47779452)
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580 train 7.660229 (lr=6.7315e-05) (hash(x)=48877084)
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581 train 7.992363 (lr=6.7124e-05) (hash(x)=51356106)
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| 608 |
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582 train 8.569576 (lr=6.6933e-05) (hash(x)=53610925)
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| 609 |
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583 train 7.778265 (lr=6.6742e-05) (hash(x)=46394994)
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| 610 |
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584 train 7.538184 (lr=6.6551e-05) (hash(x)=51698609)
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| 611 |
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585 train 7.586971 (lr=6.6360e-05) (hash(x)=41504436)
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| 612 |
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586 train 7.660706 (lr=6.6168e-05) (hash(x)=47031162)
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| 613 |
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587 train 7.685075 (lr=6.5976e-05) (hash(x)=49997685)
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| 614 |
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588 train 7.528809 (lr=6.5784e-05) (hash(x)=45411930)
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| 615 |
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589 train 7.650934 (lr=6.5592e-05) (hash(x)=53238687)
|
| 616 |
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590 train 7.943157 (lr=6.5399e-05) (hash(x)=51433959)
|
| 617 |
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591 train 7.476210 (lr=6.5206e-05) (hash(x)=46877586)
|
| 618 |
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592 train 7.759818 (lr=6.5013e-05) (hash(x)=54985258)
|
| 619 |
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593 train 7.625884 (lr=6.4820e-05) (hash(x)=49989026)
|
| 620 |
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594 train 7.538972 (lr=6.4627e-05) (hash(x)=47165921)
|
| 621 |
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595 train 7.602657 (lr=6.4433e-05) (hash(x)=46923187)
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| 622 |
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596 train 7.489304 (lr=6.4240e-05) (hash(x)=46499138)
|
| 623 |
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597 train 7.762550 (lr=6.4046e-05) (hash(x)=54278769)
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| 624 |
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598 train 7.451940 (lr=6.3852e-05) (hash(x)=51528476)
|
| 625 |
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599 train 7.734181 (lr=6.3658e-05) (hash(x)=51669015)
|
| 626 |
+
600 val loss 7.6427
|
| 627 |
+
600 val perplexity 2085.3840
|
| 628 |
+
600 train 7.607240 (lr=6.3463e-05) (hash(x)=53555358)
|
| 629 |
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601 train 7.964956 (lr=6.3269e-05) (hash(x)=51463767)
|
| 630 |
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602 train 7.821107 (lr=6.3074e-05) (hash(x)=56715332)
|
| 631 |
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603 train 7.962706 (lr=6.2879e-05) (hash(x)=59893724)
|
| 632 |
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604 train 7.831098 (lr=6.2684e-05) (hash(x)=61290263)
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| 633 |
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605 train 8.101337 (lr=6.2489e-05) (hash(x)=59853505)
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| 634 |
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606 train 8.373316 (lr=6.2294e-05) (hash(x)=71013017)
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| 635 |
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607 train 7.585391 (lr=6.2098e-05) (hash(x)=49259399)
|
| 636 |
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608 train 7.678213 (lr=6.1903e-05) (hash(x)=51845623)
|
| 637 |
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609 train 7.769015 (lr=6.1707e-05) (hash(x)=51402337)
|
| 638 |
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610 train 7.660353 (lr=6.1511e-05) (hash(x)=49246911)
|
| 639 |
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611 train 7.665056 (lr=6.1315e-05) (hash(x)=51048761)
|
| 640 |
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612 train 7.567147 (lr=6.1119e-05) (hash(x)=48666995)
|
| 641 |
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613 train 7.664025 (lr=6.0923e-05) (hash(x)=49666603)
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| 642 |
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614 train 7.573703 (lr=6.0726e-05) (hash(x)=47571427)
|
| 643 |
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615 train 7.562501 (lr=6.0530e-05) (hash(x)=43281885)
|
| 644 |
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616 train 7.596685 (lr=6.0333e-05) (hash(x)=47245391)
|
| 645 |
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617 train 7.556493 (lr=6.0137e-05) (hash(x)=45554894)
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| 646 |
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618 train 7.555155 (lr=5.9940e-05) (hash(x)=49355712)
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| 647 |
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619 train 7.572587 (lr=5.9743e-05) (hash(x)=49755839)
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| 648 |
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620 train 7.580906 (lr=5.9546e-05) (hash(x)=53058206)
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| 649 |
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621 train 7.554852 (lr=5.9349e-05) (hash(x)=43099820)
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| 650 |
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622 train 7.590403 (lr=5.9152e-05) (hash(x)=51875828)
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623 train 7.541515 (lr=5.8955e-05) (hash(x)=43941060)
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| 652 |
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624 train 7.811266 (lr=5.8758e-05) (hash(x)=45886411)
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625 train 7.547644 (lr=5.8560e-05) (hash(x)=43560282)
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626 train 7.556549 (lr=5.8363e-05) (hash(x)=49976768)
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627 train 7.486022 (lr=5.8165e-05) (hash(x)=46745578)
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| 656 |
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628 train 7.488120 (lr=5.7968e-05) (hash(x)=45475922)
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629 train 7.886341 (lr=5.7770e-05) (hash(x)=53817256)
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| 658 |
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630 train 7.825129 (lr=5.7573e-05) (hash(x)=50919338)
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631 train 7.674350 (lr=5.7375e-05) (hash(x)=49733529)
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632 train 7.633029 (lr=5.7177e-05) (hash(x)=48532027)
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| 661 |
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633 train 7.554757 (lr=5.6979e-05) (hash(x)=46736835)
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| 662 |
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634 train 7.588017 (lr=5.6782e-05) (hash(x)=47939943)
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| 663 |
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635 train 7.577759 (lr=5.6584e-05) (hash(x)=50611003)
|
| 664 |
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636 train 7.793478 (lr=5.6386e-05) (hash(x)=63044230)
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| 665 |
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637 train 7.606507 (lr=5.6188e-05) (hash(x)=48670015)
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| 666 |
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638 train 7.554696 (lr=5.5990e-05) (hash(x)=46344368)
|
| 667 |
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639 train 7.571234 (lr=5.5792e-05) (hash(x)=47655500)
|
| 668 |
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640 train 7.539433 (lr=5.5594e-05) (hash(x)=46687266)
|
| 669 |
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641 train 7.639654 (lr=5.5396e-05) (hash(x)=48973562)
|
| 670 |
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642 train 7.687500 (lr=5.5198e-05) (hash(x)=52720524)
|
| 671 |
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643 train 7.435553 (lr=5.5000e-05) (hash(x)=42548986)
|
| 672 |
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644 train 7.680899 (lr=5.4802e-05) (hash(x)=52320816)
|
| 673 |
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645 train 7.657489 (lr=5.4604e-05) (hash(x)=49272586)
|
| 674 |
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646 train 7.541936 (lr=5.4406e-05) (hash(x)=42633826)
|
| 675 |
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647 train 7.569506 (lr=5.4208e-05) (hash(x)=50679082)
|
| 676 |
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648 train 7.364428 (lr=5.4010e-05) (hash(x)=39001722)
|
| 677 |
+
649 train 7.308228 (lr=5.3812e-05) (hash(x)=41312345)
|
| 678 |
+
650 val loss 7.6274
|
| 679 |
+
650 val perplexity 2053.6318
|
| 680 |
+
650 train 7.791310 (lr=5.3614e-05) (hash(x)=51704770)
|
| 681 |
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651 train 7.477046 (lr=5.3416e-05) (hash(x)=50521445)
|
| 682 |
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652 train 7.493764 (lr=5.3218e-05) (hash(x)=47764695)
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| 683 |
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653 train 7.542336 (lr=5.3021e-05) (hash(x)=48798201)
|
| 684 |
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654 train 7.534912 (lr=5.2823e-05) (hash(x)=48787936)
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| 685 |
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655 train 7.551382 (lr=5.2625e-05) (hash(x)=48888163)
|
| 686 |
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656 train 7.569124 (lr=5.2427e-05) (hash(x)=53554722)
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| 687 |
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657 train 7.651301 (lr=5.2230e-05) (hash(x)=45931709)
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| 688 |
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658 train 7.605824 (lr=5.2032e-05) (hash(x)=49823792)
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| 689 |
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659 train 7.477081 (lr=5.1835e-05) (hash(x)=44644363)
|
| 690 |
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660 train 7.497652 (lr=5.1637e-05) (hash(x)=50127860)
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| 691 |
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661 train 7.779952 (lr=5.1440e-05) (hash(x)=55945599)
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| 692 |
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662 train 7.602030 (lr=5.1242e-05) (hash(x)=47054039)
|
| 693 |
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663 train 7.554463 (lr=5.1045e-05) (hash(x)=48165003)
|
| 694 |
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664 train 7.498350 (lr=5.0848e-05) (hash(x)=46774917)
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| 695 |
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665 train 7.655295 (lr=5.0651e-05) (hash(x)=49310124)
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| 696 |
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666 train 7.981230 (lr=5.0454e-05) (hash(x)=60198659)
|
| 697 |
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667 train 7.675303 (lr=5.0257e-05) (hash(x)=44013693)
|
| 698 |
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668 train 7.816993 (lr=5.0060e-05) (hash(x)=56074356)
|
| 699 |
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669 train 7.557651 (lr=4.9863e-05) (hash(x)=49879848)
|
| 700 |
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670 train 7.578484 (lr=4.9667e-05) (hash(x)=51788596)
|
| 701 |
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671 train 7.441279 (lr=4.9470e-05) (hash(x)=45152283)
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| 702 |
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672 train 7.590115 (lr=4.9274e-05) (hash(x)=48382985)
|
| 703 |
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673 train 7.716647 (lr=4.9077e-05) (hash(x)=60540503)
|
| 704 |
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674 train 7.759088 (lr=4.8881e-05) (hash(x)=57599871)
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| 705 |
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675 train 7.467402 (lr=4.8685e-05) (hash(x)=48497343)
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| 706 |
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676 train 7.599638 (lr=4.8489e-05) (hash(x)=49591496)
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| 707 |
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677 train 7.708095 (lr=4.8293e-05) (hash(x)=54318341)
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| 708 |
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678 train 7.557671 (lr=4.8097e-05) (hash(x)=50066235)
|
| 709 |
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679 train 7.688815 (lr=4.7902e-05) (hash(x)=52297893)
|
| 710 |
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680 train 7.589535 (lr=4.7706e-05) (hash(x)=50598841)
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| 711 |
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681 train 7.656049 (lr=4.7511e-05) (hash(x)=51000121)
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| 712 |
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682 train 7.629562 (lr=4.7316e-05) (hash(x)=44685936)
|
| 713 |
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683 train 7.503745 (lr=4.7121e-05) (hash(x)=45974569)
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| 714 |
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684 train 7.475693 (lr=4.6926e-05) (hash(x)=47997917)
|
| 715 |
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685 train 7.566861 (lr=4.6731e-05) (hash(x)=52735968)
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| 716 |
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686 train 7.723028 (lr=4.6537e-05) (hash(x)=52390749)
|
| 717 |
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687 train 7.572774 (lr=4.6342e-05) (hash(x)=51792713)
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| 718 |
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688 train 7.536964 (lr=4.6148e-05) (hash(x)=52301005)
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| 719 |
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689 train 7.429371 (lr=4.5954e-05) (hash(x)=45786866)
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| 720 |
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690 train 7.606642 (lr=4.5760e-05) (hash(x)=46845157)
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| 721 |
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691 train 7.490306 (lr=4.5567e-05) (hash(x)=44500212)
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| 722 |
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692 train 7.517464 (lr=4.5373e-05) (hash(x)=45570299)
|
| 723 |
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693 train 7.902999 (lr=4.5180e-05) (hash(x)=66566677)
|
| 724 |
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694 train 7.617316 (lr=4.4987e-05) (hash(x)=50150833)
|
| 725 |
+
695 train 7.495341 (lr=4.4794e-05) (hash(x)=48433902)
|
| 726 |
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696 train 7.372928 (lr=4.4601e-05) (hash(x)=46133410)
|
| 727 |
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697 train 7.608619 (lr=4.4408e-05) (hash(x)=53700753)
|
| 728 |
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698 train 7.471334 (lr=4.4216e-05) (hash(x)=46993379)
|
| 729 |
+
699 train 7.340081 (lr=4.4024e-05) (hash(x)=42614965)
|
| 730 |
+
700 val loss 7.6145
|
| 731 |
+
700 val perplexity 2027.4814
|
| 732 |
+
700 train 7.442565 (lr=4.3832e-05) (hash(x)=48395071)
|
| 733 |
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701 train 7.536832 (lr=4.3640e-05) (hash(x)=51631419)
|
| 734 |
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702 train 7.574078 (lr=4.3449e-05) (hash(x)=47372156)
|
| 735 |
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703 train 7.556821 (lr=4.3258e-05) (hash(x)=50899313)
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| 736 |
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704 train 7.672125 (lr=4.3067e-05) (hash(x)=52908771)
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| 737 |
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705 train 7.591564 (lr=4.2876e-05) (hash(x)=50553266)
|
| 738 |
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706 train 7.579815 (lr=4.2685e-05) (hash(x)=51956565)
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| 739 |
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707 train 7.477600 (lr=4.2495e-05) (hash(x)=47548858)
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| 740 |
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708 train 7.533485 (lr=4.2305e-05) (hash(x)=55751995)
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| 741 |
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709 train 7.500002 (lr=4.2115e-05) (hash(x)=44976927)
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| 742 |
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710 train 7.631439 (lr=4.1925e-05) (hash(x)=47933336)
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| 743 |
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711 train 7.445666 (lr=4.1736e-05) (hash(x)=40088877)
|
| 744 |
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712 train 7.549294 (lr=4.1547e-05) (hash(x)=47607930)
|
| 745 |
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713 train 7.511546 (lr=4.1358e-05) (hash(x)=48104733)
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714 train 7.715056 (lr=4.1170e-05) (hash(x)=49392536)
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| 747 |
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715 train 7.608405 (lr=4.0981e-05) (hash(x)=53658356)
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| 748 |
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716 train 7.621395 (lr=4.0793e-05) (hash(x)=53935147)
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| 749 |
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717 train 7.472118 (lr=4.0606e-05) (hash(x)=49964977)
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718 train 7.442056 (lr=4.0418e-05) (hash(x)=46137984)
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| 751 |
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719 train 7.684283 (lr=4.0231e-05) (hash(x)=53925563)
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720 train 7.742408 (lr=4.0044e-05) (hash(x)=56437609)
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721 train 7.589161 (lr=3.9857e-05) (hash(x)=52403880)
|
| 754 |
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722 train 7.604401 (lr=3.9671e-05) (hash(x)=50394634)
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723 train 7.446402 (lr=3.9485e-05) (hash(x)=48385306)
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| 756 |
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724 train 7.434714 (lr=3.9299e-05) (hash(x)=49338260)
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| 757 |
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725 train 7.420393 (lr=3.9114e-05) (hash(x)=43581460)
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726 train 7.727831 (lr=3.8929e-05) (hash(x)=50667652)
|
| 759 |
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727 train 7.515707 (lr=3.8744e-05) (hash(x)=52568018)
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| 760 |
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728 train 7.530282 (lr=3.8560e-05) (hash(x)=53364920)
|
| 761 |
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729 train 7.645272 (lr=3.8376e-05) (hash(x)=50012317)
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| 762 |
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730 train 7.543212 (lr=3.8192e-05) (hash(x)=49642790)
|
| 763 |
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731 train 7.490849 (lr=3.8008e-05) (hash(x)=51336015)
|
| 764 |
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732 train 7.577429 (lr=3.7825e-05) (hash(x)=48650182)
|
| 765 |
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733 train 7.519669 (lr=3.7642e-05) (hash(x)=51308604)
|
| 766 |
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734 train 7.538778 (lr=3.7460e-05) (hash(x)=54041783)
|
| 767 |
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735 train 7.657524 (lr=3.7277e-05) (hash(x)=52205768)
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| 768 |
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736 train 7.549491 (lr=3.7096e-05) (hash(x)=50031361)
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| 769 |
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737 train 7.451278 (lr=3.6914e-05) (hash(x)=41696587)
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738 train 7.498239 (lr=3.6733e-05) (hash(x)=51419472)
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739 train 7.611216 (lr=3.6552e-05) (hash(x)=45595459)
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740 train 7.443361 (lr=3.6372e-05) (hash(x)=51384564)
|
| 773 |
+
741 train 7.580682 (lr=3.6192e-05) (hash(x)=47769902)
|
| 774 |
+
742 train 7.593332 (lr=3.6012e-05) (hash(x)=50083182)
|
| 775 |
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743 train 7.473451 (lr=3.5833e-05) (hash(x)=43562643)
|
| 776 |
+
744 train 7.459412 (lr=3.5654e-05) (hash(x)=46413138)
|
| 777 |
+
745 train 7.478660 (lr=3.5475e-05) (hash(x)=44913267)
|
| 778 |
+
746 train 7.491737 (lr=3.5297e-05) (hash(x)=53383974)
|
| 779 |
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747 train 7.408987 (lr=3.5119e-05) (hash(x)=49247249)
|
| 780 |
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748 train 7.486147 (lr=3.4942e-05) (hash(x)=49795339)
|
| 781 |
+
749 train 7.495726 (lr=3.4765e-05) (hash(x)=48475648)
|
| 782 |
+
750 val loss 7.6038
|
| 783 |
+
750 val perplexity 2005.8490
|
| 784 |
+
750 train 7.392776 (lr=3.4588e-05) (hash(x)=43484650)
|
| 785 |
+
751 train 7.565915 (lr=3.4412e-05) (hash(x)=51933643)
|
| 786 |
+
752 train 7.555256 (lr=3.4236e-05) (hash(x)=53183469)
|
| 787 |
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753 train 7.459953 (lr=3.4060e-05) (hash(x)=46907449)
|
| 788 |
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754 train 7.562097 (lr=3.3885e-05) (hash(x)=50187673)
|
| 789 |
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755 train 7.512752 (lr=3.3711e-05) (hash(x)=49807502)
|
| 790 |
+
756 train 7.667318 (lr=3.3537e-05) (hash(x)=51504109)
|
| 791 |
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757 train 7.545677 (lr=3.3363e-05) (hash(x)=55135176)
|
| 792 |
+
758 train 7.467242 (lr=3.3189e-05) (hash(x)=47324424)
|
| 793 |
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759 train 7.532368 (lr=3.3016e-05) (hash(x)=51568772)
|
| 794 |
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760 train 7.443818 (lr=3.2844e-05) (hash(x)=45835934)
|
| 795 |
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761 train 7.442894 (lr=3.2672e-05) (hash(x)=47804614)
|
| 796 |
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762 train 7.429226 (lr=3.2500e-05) (hash(x)=41166564)
|
| 797 |
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763 train 7.491077 (lr=3.2329e-05) (hash(x)=40443372)
|
| 798 |
+
764 train 7.313212 (lr=3.2158e-05) (hash(x)=34934770)
|
| 799 |
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765 train 7.387020 (lr=3.1988e-05) (hash(x)=45544157)
|
| 800 |
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766 train 7.627196 (lr=3.1818e-05) (hash(x)=45031680)
|
| 801 |
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767 train 7.663571 (lr=3.1648e-05) (hash(x)=52906728)
|
| 802 |
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768 train 7.617058 (lr=3.1479e-05) (hash(x)=48742316)
|
| 803 |
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769 train 7.754642 (lr=3.1311e-05) (hash(x)=49019570)
|
| 804 |
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770 train 7.428237 (lr=3.1142e-05) (hash(x)=43151555)
|
| 805 |
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771 train 7.504897 (lr=3.0975e-05) (hash(x)=50496495)
|
| 806 |
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772 train 7.953298 (lr=3.0808e-05) (hash(x)=55699971)
|
| 807 |
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773 train 7.568635 (lr=3.0641e-05) (hash(x)=53872114)
|
| 808 |
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774 train 8.111635 (lr=3.0475e-05) (hash(x)=64483412)
|
| 809 |
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775 train 7.564518 (lr=3.0309e-05) (hash(x)=52247792)
|
| 810 |
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776 train 7.471014 (lr=3.0144e-05) (hash(x)=47444496)
|
| 811 |
+
777 train 7.491913 (lr=2.9979e-05) (hash(x)=40758659)
|
| 812 |
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778 train 7.797387 (lr=2.9814e-05) (hash(x)=48971234)
|
| 813 |
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779 train 8.275244 (lr=2.9651e-05) (hash(x)=55069044)
|
| 814 |
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780 train 7.516926 (lr=2.9487e-05) (hash(x)=51507491)
|
| 815 |
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781 train 7.712115 (lr=2.9324e-05) (hash(x)=51128293)
|
| 816 |
+
782 train 7.618046 (lr=2.9162e-05) (hash(x)=55781237)
|
| 817 |
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783 train 7.609096 (lr=2.9000e-05) (hash(x)=50654953)
|
| 818 |
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784 train 7.493342 (lr=2.8839e-05) (hash(x)=47044897)
|
| 819 |
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785 train 7.742622 (lr=2.8678e-05) (hash(x)=61276676)
|
| 820 |
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786 train 7.845954 (lr=2.8518e-05) (hash(x)=59615784)
|
| 821 |
+
787 train 7.592699 (lr=2.8358e-05) (hash(x)=47259878)
|
| 822 |
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788 train 7.635357 (lr=2.8199e-05) (hash(x)=43465735)
|
| 823 |
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789 train 7.448195 (lr=2.8040e-05) (hash(x)=50687278)
|
| 824 |
+
790 train 7.589228 (lr=2.7881e-05) (hash(x)=52564412)
|
| 825 |
+
791 train 7.562247 (lr=2.7724e-05) (hash(x)=52045445)
|
| 826 |
+
792 train 7.572367 (lr=2.7566e-05) (hash(x)=50520733)
|
| 827 |
+
793 train 7.573066 (lr=2.7410e-05) (hash(x)=49960644)
|
| 828 |
+
794 train 7.646253 (lr=2.7254e-05) (hash(x)=52390420)
|
| 829 |
+
795 train 7.624815 (lr=2.7098e-05) (hash(x)=49503934)
|
| 830 |
+
796 train 7.495804 (lr=2.6943e-05) (hash(x)=46690037)
|
| 831 |
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797 train 7.635771 (lr=2.6788e-05) (hash(x)=46047135)
|
| 832 |
+
798 train 7.560480 (lr=2.6634e-05) (hash(x)=50495769)
|
| 833 |
+
799 train 7.481207 (lr=2.6481e-05) (hash(x)=48029368)
|
| 834 |
+
800 val loss 7.5948
|
| 835 |
+
800 val perplexity 1987.8000
|
| 836 |
+
800 train 7.573584 (lr=2.6328e-05) (hash(x)=53949628)
|
| 837 |
+
801 train 7.551225 (lr=2.6176e-05) (hash(x)=45374968)
|
| 838 |
+
802 train 7.497496 (lr=2.6024e-05) (hash(x)=47324845)
|
| 839 |
+
803 train 7.555898 (lr=2.5873e-05) (hash(x)=52734397)
|
| 840 |
+
804 train 7.699437 (lr=2.5722e-05) (hash(x)=49557665)
|
| 841 |
+
805 train 7.633223 (lr=2.5572e-05) (hash(x)=52389164)
|
| 842 |
+
806 train 7.623111 (lr=2.5423e-05) (hash(x)=43032321)
|
| 843 |
+
807 train 7.734851 (lr=2.5274e-05) (hash(x)=51521570)
|
| 844 |
+
808 train 7.748096 (lr=2.5125e-05) (hash(x)=50950738)
|
| 845 |
+
809 train 7.697177 (lr=2.4978e-05) (hash(x)=50463113)
|
| 846 |
+
810 train 7.515639 (lr=2.4830e-05) (hash(x)=49118761)
|
| 847 |
+
811 train 7.541613 (lr=2.4684e-05) (hash(x)=54958341)
|
| 848 |
+
812 train 7.410232 (lr=2.4538e-05) (hash(x)=44761939)
|
| 849 |
+
813 train 7.488259 (lr=2.4392e-05) (hash(x)=46153985)
|
| 850 |
+
814 train 7.413387 (lr=2.4247e-05) (hash(x)=47721297)
|
| 851 |
+
815 train 7.558563 (lr=2.4103e-05) (hash(x)=49432790)
|
| 852 |
+
816 train 7.557635 (lr=2.3959e-05) (hash(x)=51785495)
|
| 853 |
+
817 train 7.515110 (lr=2.3816e-05) (hash(x)=48385222)
|
| 854 |
+
818 train 7.575776 (lr=2.3674e-05) (hash(x)=53389329)
|
| 855 |
+
819 train 7.767172 (lr=2.3532e-05) (hash(x)=51630204)
|
| 856 |
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820 train 7.420727 (lr=2.3391e-05) (hash(x)=40253250)
|
| 857 |
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821 train 7.413262 (lr=2.3250e-05) (hash(x)=55768152)
|
| 858 |
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822 train 7.391830 (lr=2.3110e-05) (hash(x)=42811521)
|
| 859 |
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823 train 7.477667 (lr=2.2971e-05) (hash(x)=50243462)
|
| 860 |
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824 train 7.506099 (lr=2.2832e-05) (hash(x)=45680789)
|
| 861 |
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825 train 7.380934 (lr=2.2694e-05) (hash(x)=45951312)
|
| 862 |
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826 train 7.789862 (lr=2.2556e-05) (hash(x)=55666375)
|
| 863 |
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827 train 8.830496 (lr=2.2420e-05) (hash(x)=55551835)
|
| 864 |
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828 train 7.546107 (lr=2.2283e-05) (hash(x)=50871371)
|
| 865 |
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829 train 7.506018 (lr=2.2148e-05) (hash(x)=47924861)
|
| 866 |
+
830 train 7.571692 (lr=2.2013e-05) (hash(x)=44149183)
|
| 867 |
+
831 train 7.367566 (lr=2.1878e-05) (hash(x)=44943064)
|
| 868 |
+
832 train 7.555159 (lr=2.1745e-05) (hash(x)=49469986)
|
| 869 |
+
833 train 7.510525 (lr=2.1612e-05) (hash(x)=45952924)
|
| 870 |
+
834 train 7.617723 (lr=2.1479e-05) (hash(x)=48879755)
|
| 871 |
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835 train 7.911084 (lr=2.1347e-05) (hash(x)=52015898)
|
| 872 |
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836 train 7.535168 (lr=2.1216e-05) (hash(x)=52250198)
|
| 873 |
+
837 train 7.577283 (lr=2.1086e-05) (hash(x)=52449480)
|
| 874 |
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838 train 7.427073 (lr=2.0956e-05) (hash(x)=47909761)
|
| 875 |
+
839 train 7.552354 (lr=2.0827e-05) (hash(x)=47971635)
|
| 876 |
+
840 train 7.467387 (lr=2.0698e-05) (hash(x)=44937642)
|
| 877 |
+
841 train 7.942339 (lr=2.0570e-05) (hash(x)=59172908)
|
| 878 |
+
842 train 7.399529 (lr=2.0443e-05) (hash(x)=45480485)
|
| 879 |
+
843 train 7.708764 (lr=2.0317e-05) (hash(x)=50097527)
|
| 880 |
+
844 train 7.522643 (lr=2.0191e-05) (hash(x)=47814961)
|
| 881 |
+
845 train 7.510270 (lr=2.0066e-05) (hash(x)=50748027)
|
| 882 |
+
846 train 7.971689 (lr=1.9941e-05) (hash(x)=61446920)
|
| 883 |
+
847 train 7.344824 (lr=1.9818e-05) (hash(x)=46113670)
|
| 884 |
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848 train 7.656268 (lr=1.9694e-05) (hash(x)=49992162)
|
| 885 |
+
849 train 7.716410 (lr=1.9572e-05) (hash(x)=52184218)
|
| 886 |
+
850 val loss 7.5894
|
| 887 |
+
850 val perplexity 1977.0925
|
| 888 |
+
850 train 7.600089 (lr=1.9450e-05) (hash(x)=47179637)
|
| 889 |
+
851 train 7.535968 (lr=1.9329e-05) (hash(x)=50005550)
|
| 890 |
+
852 train 7.545384 (lr=1.9209e-05) (hash(x)=50347610)
|
| 891 |
+
853 train 7.548382 (lr=1.9089e-05) (hash(x)=47110180)
|
| 892 |
+
854 train 7.740948 (lr=1.8970e-05) (hash(x)=48075421)
|
| 893 |
+
855 train 7.551274 (lr=1.8852e-05) (hash(x)=50198511)
|
| 894 |
+
856 train 7.594034 (lr=1.8734e-05) (hash(x)=51895435)
|
| 895 |
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857 train 7.263291 (lr=1.8618e-05) (hash(x)=41108331)
|
| 896 |
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858 train 7.415341 (lr=1.8501e-05) (hash(x)=47254356)
|
| 897 |
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859 train 7.613036 (lr=1.8386e-05) (hash(x)=51366503)
|
| 898 |
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860 train 7.793385 (lr=1.8271e-05) (hash(x)=52602310)
|
| 899 |
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861 train 7.769320 (lr=1.8157e-05) (hash(x)=59593423)
|
| 900 |
+
862 train 7.670403 (lr=1.8044e-05) (hash(x)=51030093)
|
| 901 |
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863 train 7.552414 (lr=1.7931e-05) (hash(x)=54958512)
|
| 902 |
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864 train 7.390744 (lr=1.7819e-05) (hash(x)=46896166)
|
| 903 |
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865 train 7.500262 (lr=1.7708e-05) (hash(x)=50095280)
|
| 904 |
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866 train 7.666028 (lr=1.7598e-05) (hash(x)=54998859)
|
| 905 |
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867 train 7.557383 (lr=1.7488e-05) (hash(x)=46982568)
|
| 906 |
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868 train 7.470465 (lr=1.7379e-05) (hash(x)=49055711)
|
| 907 |
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869 train 7.494187 (lr=1.7271e-05) (hash(x)=45920340)
|
| 908 |
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870 train 7.392742 (lr=1.7163e-05) (hash(x)=41656939)
|
| 909 |
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871 train 7.489355 (lr=1.7056e-05) (hash(x)=48153200)
|
| 910 |
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872 train 7.463745 (lr=1.6950e-05) (hash(x)=46299958)
|
| 911 |
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873 train 7.580584 (lr=1.6845e-05) (hash(x)=51503557)
|
| 912 |
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874 train 7.936938 (lr=1.6740e-05) (hash(x)=58209066)
|
| 913 |
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875 train 7.446280 (lr=1.6636e-05) (hash(x)=45447171)
|
| 914 |
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876 train 7.454513 (lr=1.6533e-05) (hash(x)=52768123)
|
| 915 |
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877 train 7.392230 (lr=1.6431e-05) (hash(x)=43283692)
|
| 916 |
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878 train 7.685833 (lr=1.6329e-05) (hash(x)=56521429)
|
| 917 |
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879 train 7.475355 (lr=1.6228e-05) (hash(x)=52017911)
|
| 918 |
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880 train 7.494340 (lr=1.6128e-05) (hash(x)=49022458)
|
| 919 |
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881 train 7.382243 (lr=1.6029e-05) (hash(x)=49830063)
|
| 920 |
+
882 train 7.391344 (lr=1.5930e-05) (hash(x)=45949076)
|
| 921 |
+
883 train 7.369357 (lr=1.5832e-05) (hash(x)=56227516)
|
| 922 |
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884 train 7.443240 (lr=1.5735e-05) (hash(x)=47617073)
|
| 923 |
+
885 train 7.457449 (lr=1.5639e-05) (hash(x)=48017404)
|
| 924 |
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886 train 7.462682 (lr=1.5543e-05) (hash(x)=49163346)
|
| 925 |
+
887 train 7.484112 (lr=1.5449e-05) (hash(x)=51984978)
|
| 926 |
+
888 train 7.487196 (lr=1.5354e-05) (hash(x)=48719449)
|
| 927 |
+
889 train 7.215100 (lr=1.5261e-05) (hash(x)=47784187)
|
| 928 |
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890 train 7.140913 (lr=1.5169e-05) (hash(x)=46255615)
|
| 929 |
+
891 train 7.363958 (lr=1.5077e-05) (hash(x)=47512728)
|
| 930 |
+
892 train 7.400325 (lr=1.4986e-05) (hash(x)=48533555)
|
| 931 |
+
893 train 7.591549 (lr=1.4896e-05) (hash(x)=47778087)
|
| 932 |
+
894 train 7.458993 (lr=1.4806e-05) (hash(x)=45899594)
|
| 933 |
+
895 train 7.672999 (lr=1.4718e-05) (hash(x)=53173755)
|
| 934 |
+
896 train 7.420683 (lr=1.4630e-05) (hash(x)=55457819)
|
| 935 |
+
897 train 7.493675 (lr=1.4543e-05) (hash(x)=48702762)
|
| 936 |
+
898 train 7.480086 (lr=1.4456e-05) (hash(x)=44948099)
|
| 937 |
+
899 train 7.654958 (lr=1.4371e-05) (hash(x)=50108146)
|
| 938 |
+
900 val loss 7.5794
|
| 939 |
+
900 val perplexity 1957.4412
|
| 940 |
+
900 train 7.361840 (lr=1.4286e-05) (hash(x)=50289308)
|
| 941 |
+
901 train 7.277493 (lr=1.4202e-05) (hash(x)=46030207)
|
| 942 |
+
902 train 7.499839 (lr=1.4119e-05) (hash(x)=48657580)
|
| 943 |
+
903 train 7.434409 (lr=1.4037e-05) (hash(x)=52115953)
|
| 944 |
+
904 train 7.520154 (lr=1.3955e-05) (hash(x)=49847830)
|
| 945 |
+
905 train 7.538352 (lr=1.3874e-05) (hash(x)=47643321)
|
| 946 |
+
906 train 7.426982 (lr=1.3794e-05) (hash(x)=49693997)
|
| 947 |
+
907 train 7.423518 (lr=1.3715e-05) (hash(x)=46586365)
|
| 948 |
+
908 train 7.436792 (lr=1.3637e-05) (hash(x)=50545145)
|
| 949 |
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909 train 7.606075 (lr=1.3559e-05) (hash(x)=49204978)
|
| 950 |
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910 train 7.548124 (lr=1.3482e-05) (hash(x)=49510257)
|
| 951 |
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911 train 7.517291 (lr=1.3407e-05) (hash(x)=51872266)
|
| 952 |
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912 train 7.619929 (lr=1.3331e-05) (hash(x)=50198903)
|
| 953 |
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913 train 7.568089 (lr=1.3257e-05) (hash(x)=51204581)
|
| 954 |
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914 train 7.509589 (lr=1.3183e-05) (hash(x)=47660020)
|
| 955 |
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915 train 7.524913 (lr=1.3111e-05) (hash(x)=52821094)
|
| 956 |
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916 train 7.519816 (lr=1.3039e-05) (hash(x)=49449313)
|
| 957 |
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917 train 7.526318 (lr=1.2968e-05) (hash(x)=53242967)
|
| 958 |
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918 train 7.413209 (lr=1.2897e-05) (hash(x)=44188232)
|
| 959 |
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919 train 7.552077 (lr=1.2828e-05) (hash(x)=49251652)
|
| 960 |
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920 train 7.471602 (lr=1.2759e-05) (hash(x)=53473946)
|
| 961 |
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921 train 7.633470 (lr=1.2691e-05) (hash(x)=50825785)
|
| 962 |
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922 train 7.352749 (lr=1.2624e-05) (hash(x)=46790592)
|
| 963 |
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923 train 7.513597 (lr=1.2558e-05) (hash(x)=54773264)
|
| 964 |
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924 train 7.611215 (lr=1.2493e-05) (hash(x)=55892625)
|
| 965 |
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925 train 7.284847 (lr=1.2428e-05) (hash(x)=39155629)
|
| 966 |
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926 train 7.631807 (lr=1.2364e-05) (hash(x)=52691267)
|
| 967 |
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927 train 7.594419 (lr=1.2301e-05) (hash(x)=48621984)
|
| 968 |
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928 train 7.498408 (lr=1.2239e-05) (hash(x)=48349653)
|
| 969 |
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929 train 7.624229 (lr=1.2178e-05) (hash(x)=49567244)
|
| 970 |
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930 train 7.446261 (lr=1.2118e-05) (hash(x)=53438269)
|
| 971 |
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931 train 7.557856 (lr=1.2058e-05) (hash(x)=49633335)
|
| 972 |
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932 train 7.444903 (lr=1.1999e-05) (hash(x)=47721650)
|
| 973 |
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933 train 7.421088 (lr=1.1941e-05) (hash(x)=45377574)
|
| 974 |
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934 train 8.035638 (lr=1.1884e-05) (hash(x)=60171841)
|
| 975 |
+
935 train 7.711227 (lr=1.1828e-05) (hash(x)=56838834)
|
| 976 |
+
936 train 7.671886 (lr=1.1772e-05) (hash(x)=46618083)
|
| 977 |
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937 train 7.478709 (lr=1.1718e-05) (hash(x)=48343128)
|
| 978 |
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938 train 7.492517 (lr=1.1664e-05) (hash(x)=50155542)
|
| 979 |
+
939 train 7.455033 (lr=1.1611e-05) (hash(x)=50527481)
|
| 980 |
+
940 train 7.693537 (lr=1.1559e-05) (hash(x)=48347382)
|
| 981 |
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941 train 7.459398 (lr=1.1508e-05) (hash(x)=44035071)
|
| 982 |
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942 train 7.553293 (lr=1.1457e-05) (hash(x)=48298535)
|
| 983 |
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943 train 7.473688 (lr=1.1408e-05) (hash(x)=45518917)
|
| 984 |
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944 train 7.547445 (lr=1.1359e-05) (hash(x)=48536783)
|
| 985 |
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945 train 7.541576 (lr=1.1311e-05) (hash(x)=49027591)
|
| 986 |
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946 train 7.404552 (lr=1.1264e-05) (hash(x)=47080212)
|
| 987 |
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947 train 7.660092 (lr=1.1218e-05) (hash(x)=48086649)
|
| 988 |
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948 train 7.468519 (lr=1.1173e-05) (hash(x)=47142179)
|
| 989 |
+
949 train 7.398285 (lr=1.1128e-05) (hash(x)=44730458)
|
| 990 |
+
950 val loss 7.5766
|
| 991 |
+
950 val perplexity 1951.9625
|
| 992 |
+
950 train 7.503413 (lr=1.1085e-05) (hash(x)=50767530)
|
| 993 |
+
951 train 7.517926 (lr=1.1042e-05) (hash(x)=48085406)
|
| 994 |
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952 train 7.504004 (lr=1.1000e-05) (hash(x)=45496925)
|
| 995 |
+
953 train 7.404015 (lr=1.0959e-05) (hash(x)=49401521)
|
| 996 |
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954 train 7.515340 (lr=1.0919e-05) (hash(x)=50951491)
|
| 997 |
+
955 train 7.462502 (lr=1.0879e-05) (hash(x)=52347328)
|
| 998 |
+
956 train 7.271656 (lr=1.0841e-05) (hash(x)=46184146)
|
| 999 |
+
957 train 7.311028 (lr=1.0803e-05) (hash(x)=50307408)
|
| 1000 |
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958 train 7.415719 (lr=1.0766e-05) (hash(x)=48451061)
|
| 1001 |
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959 train 7.289578 (lr=1.0730e-05) (hash(x)=43959848)
|
| 1002 |
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960 train 7.892675 (lr=1.0695e-05) (hash(x)=54902400)
|
| 1003 |
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961 train 7.475367 (lr=1.0661e-05) (hash(x)=45469715)
|
| 1004 |
+
962 train 7.570274 (lr=1.0628e-05) (hash(x)=51664545)
|
| 1005 |
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963 train 7.365221 (lr=1.0595e-05) (hash(x)=53522067)
|
| 1006 |
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964 train 7.660219 (lr=1.0563e-05) (hash(x)=49003631)
|
| 1007 |
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965 train 7.733752 (lr=1.0533e-05) (hash(x)=58676829)
|
| 1008 |
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966 train 7.327644 (lr=1.0503e-05) (hash(x)=42612608)
|
| 1009 |
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967 train 7.372300 (lr=1.0474e-05) (hash(x)=49691960)
|
| 1010 |
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968 train 7.490693 (lr=1.0445e-05) (hash(x)=46491451)
|
| 1011 |
+
969 train 7.293292 (lr=1.0418e-05) (hash(x)=47344591)
|
| 1012 |
+
970 train 7.412208 (lr=1.0391e-05) (hash(x)=49485798)
|
| 1013 |
+
971 train 7.543429 (lr=1.0366e-05) (hash(x)=50456125)
|
| 1014 |
+
972 train 7.414816 (lr=1.0341e-05) (hash(x)=44633773)
|
| 1015 |
+
973 train 7.429656 (lr=1.0317e-05) (hash(x)=51037651)
|
| 1016 |
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974 train 7.326130 (lr=1.0294e-05) (hash(x)=37768372)
|
| 1017 |
+
975 train 7.240862 (lr=1.0272e-05) (hash(x)=43100867)
|
| 1018 |
+
976 train 7.422596 (lr=1.0251e-05) (hash(x)=45427120)
|
| 1019 |
+
977 train 7.376473 (lr=1.0230e-05) (hash(x)=43778357)
|
| 1020 |
+
978 train 7.579514 (lr=1.0211e-05) (hash(x)=46241381)
|
| 1021 |
+
979 train 7.316247 (lr=1.0192e-05) (hash(x)=54476483)
|
| 1022 |
+
980 train 7.395556 (lr=1.0174e-05) (hash(x)=49769099)
|
| 1023 |
+
981 train 7.327474 (lr=1.0157e-05) (hash(x)=47098615)
|
| 1024 |
+
982 train 7.555210 (lr=1.0141e-05) (hash(x)=50789245)
|
| 1025 |
+
983 train 7.521550 (lr=1.0126e-05) (hash(x)=49945665)
|
| 1026 |
+
984 train 7.421632 (lr=1.0111e-05) (hash(x)=45312913)
|
| 1027 |
+
985 train 7.344438 (lr=1.0098e-05) (hash(x)=45656407)
|
| 1028 |
+
986 train 7.565191 (lr=1.0085e-05) (hash(x)=48551089)
|
| 1029 |
+
987 train 7.673343 (lr=1.0074e-05) (hash(x)=52658605)
|
| 1030 |
+
988 train 7.358370 (lr=1.0063e-05) (hash(x)=44445344)
|
| 1031 |
+
989 train 7.077899 (lr=1.0053e-05) (hash(x)=47928268)
|
| 1032 |
+
990 train 7.761909 (lr=1.0044e-05) (hash(x)=55796602)
|
| 1033 |
+
991 train 7.557084 (lr=1.0035e-05) (hash(x)=51979631)
|
| 1034 |
+
992 train 7.628481 (lr=1.0028e-05) (hash(x)=51095729)
|
| 1035 |
+
993 train 7.559216 (lr=1.0021e-05) (hash(x)=51164625)
|
| 1036 |
+
994 train 7.664023 (lr=1.0016e-05) (hash(x)=47953011)
|
| 1037 |
+
995 train 7.730391 (lr=1.0011e-05) (hash(x)=57967556)
|
| 1038 |
+
996 train 7.540661 (lr=1.0007e-05) (hash(x)=47898361)
|
| 1039 |
+
997 train 7.671741 (lr=1.0004e-05) (hash(x)=57145664)
|
| 1040 |
+
998 train 7.314530 (lr=1.0002e-05) (hash(x)=43250700)
|
| 1041 |
+
999 val loss 7.5697
|
| 1042 |
+
999 val perplexity 1938.5776
|
| 1043 |
+
999 train 7.306107 (lr=1.0000e-05) (hash(x)=37203059)
|
lr1e-4_total_batch_size20480_seq_len1024/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a589a0f5312c117ff20cd24bf8549141da63d7fd944e109ff10fd76fe05b5293
|
| 3 |
+
size 86167106
|
lr1e-4_total_batch_size20480_seq_len1024/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1b20a4b8c99eb1ac210d004ed047886556d7e473e966bc67dc9ba65bec1946b0
|
| 3 |
+
size 71681862
|