Upload folder using huggingface_hub
Browse files- lr1.5e-3_total_batch_size20480_seq_len512/args.json +1 -0
- lr1.5e-3_total_batch_size20480_seq_len512/dataloader_00999.pt +3 -0
- lr1.5e-3_total_batch_size20480_seq_len512/log2.txt +1043 -0
- lr1.5e-3_total_batch_size20480_seq_len512/model_00999.pt +3 -0
- lr1.5e-3_total_batch_size20480_seq_len512/optimizer_00999.pt +3 -0
lr1.5e-3_total_batch_size20480_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr1.5e-3_total_batch_size20480_seq_len512", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 512, "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": 0.0015, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1.5e-3_total_batch_size20480_seq_len512/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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lr1.5e-3_total_batch_size20480_seq_len512/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7800
|
| 3 |
+
0 val perplexity 130608.6406
|
| 4 |
+
0 train 11.774407 (lr=5.2448e-06) (hash(x)=27234506)
|
| 5 |
+
1 train 11.748632 (lr=1.0490e-05) (hash(x)=20782690)
|
| 6 |
+
2 train 11.751670 (lr=1.5734e-05) (hash(x)=26532095)
|
| 7 |
+
3 train 11.726258 (lr=2.0979e-05) (hash(x)=23890908)
|
| 8 |
+
4 train 11.682303 (lr=2.6224e-05) (hash(x)=24011372)
|
| 9 |
+
5 train 11.633446 (lr=3.1469e-05) (hash(x)=24611628)
|
| 10 |
+
6 train 11.577148 (lr=3.6713e-05) (hash(x)=19245352)
|
| 11 |
+
7 train 11.494610 (lr=4.1958e-05) (hash(x)=25767553)
|
| 12 |
+
8 train 11.430746 (lr=4.7203e-05) (hash(x)=24809873)
|
| 13 |
+
9 train 11.362621 (lr=5.2448e-05) (hash(x)=22512166)
|
| 14 |
+
10 train 11.283493 (lr=5.7692e-05) (hash(x)=28092148)
|
| 15 |
+
11 train 11.198224 (lr=6.2937e-05) (hash(x)=24732833)
|
| 16 |
+
12 train 11.104171 (lr=6.8182e-05) (hash(x)=22694718)
|
| 17 |
+
13 train 10.986423 (lr=7.3427e-05) (hash(x)=25129410)
|
| 18 |
+
14 train 10.908207 (lr=7.8671e-05) (hash(x)=27858570)
|
| 19 |
+
15 train 10.748894 (lr=8.3916e-05) (hash(x)=26582391)
|
| 20 |
+
16 train 10.675738 (lr=8.9161e-05) (hash(x)=27279806)
|
| 21 |
+
17 train 10.589563 (lr=9.4406e-05) (hash(x)=26472336)
|
| 22 |
+
18 train 10.539284 (lr=9.9650e-05) (hash(x)=28301589)
|
| 23 |
+
19 train 10.487341 (lr=1.0490e-04) (hash(x)=27654289)
|
| 24 |
+
20 train 10.435303 (lr=1.1014e-04) (hash(x)=24995715)
|
| 25 |
+
21 train 10.389433 (lr=1.1538e-04) (hash(x)=26559876)
|
| 26 |
+
22 train 10.324065 (lr=1.2063e-04) (hash(x)=28364895)
|
| 27 |
+
23 train 10.346321 (lr=1.2587e-04) (hash(x)=21770329)
|
| 28 |
+
24 train 10.401286 (lr=1.3112e-04) (hash(x)=24628606)
|
| 29 |
+
25 train 10.295366 (lr=1.3636e-04) (hash(x)=22723459)
|
| 30 |
+
26 train 10.182430 (lr=1.4161e-04) (hash(x)=22897919)
|
| 31 |
+
27 train 10.362915 (lr=1.4685e-04) (hash(x)=30338342)
|
| 32 |
+
28 train 10.234152 (lr=1.5210e-04) (hash(x)=27063280)
|
| 33 |
+
29 train 10.190245 (lr=1.5734e-04) (hash(x)=25678059)
|
| 34 |
+
30 train 10.083306 (lr=1.6259e-04) (hash(x)=21853028)
|
| 35 |
+
31 train 10.097944 (lr=1.6783e-04) (hash(x)=26109335)
|
| 36 |
+
32 train 10.126865 (lr=1.7308e-04) (hash(x)=25334848)
|
| 37 |
+
33 train 10.034185 (lr=1.7832e-04) (hash(x)=25044885)
|
| 38 |
+
34 train 10.047920 (lr=1.8357e-04) (hash(x)=23678349)
|
| 39 |
+
35 train 10.080820 (lr=1.8881e-04) (hash(x)=28870690)
|
| 40 |
+
36 train 10.043217 (lr=1.9406e-04) (hash(x)=32982615)
|
| 41 |
+
37 train 10.056829 (lr=1.9930e-04) (hash(x)=35279941)
|
| 42 |
+
38 train 9.962542 (lr=2.0455e-04) (hash(x)=26400041)
|
| 43 |
+
39 train 9.813856 (lr=2.0979e-04) (hash(x)=25015923)
|
| 44 |
+
40 train 9.750528 (lr=2.1503e-04) (hash(x)=24853586)
|
| 45 |
+
41 train 9.746244 (lr=2.2028e-04) (hash(x)=26740855)
|
| 46 |
+
42 train 9.583813 (lr=2.2552e-04) (hash(x)=24584116)
|
| 47 |
+
43 train 9.631033 (lr=2.3077e-04) (hash(x)=22262151)
|
| 48 |
+
44 train 9.557138 (lr=2.3601e-04) (hash(x)=26627860)
|
| 49 |
+
45 train 9.421465 (lr=2.4126e-04) (hash(x)=26621834)
|
| 50 |
+
46 train 9.457384 (lr=2.4650e-04) (hash(x)=26930630)
|
| 51 |
+
47 train 9.391595 (lr=2.5175e-04) (hash(x)=23234741)
|
| 52 |
+
48 train 9.382905 (lr=2.5699e-04) (hash(x)=28102443)
|
| 53 |
+
49 train 9.463277 (lr=2.6224e-04) (hash(x)=25470563)
|
| 54 |
+
50 val loss 9.2689
|
| 55 |
+
50 val perplexity 10603.3037
|
| 56 |
+
50 train 9.295059 (lr=2.6748e-04) (hash(x)=28282861)
|
| 57 |
+
51 train 9.260271 (lr=2.7273e-04) (hash(x)=21799102)
|
| 58 |
+
52 train 9.133932 (lr=2.7797e-04) (hash(x)=23471769)
|
| 59 |
+
53 train 9.084118 (lr=2.8322e-04) (hash(x)=23275479)
|
| 60 |
+
54 train 9.110880 (lr=2.8846e-04) (hash(x)=24473581)
|
| 61 |
+
55 train 9.068999 (lr=2.9371e-04) (hash(x)=22091862)
|
| 62 |
+
56 train 8.919904 (lr=2.9895e-04) (hash(x)=26018202)
|
| 63 |
+
57 train 8.846030 (lr=3.0420e-04) (hash(x)=17430373)
|
| 64 |
+
58 train 8.648209 (lr=3.0944e-04) (hash(x)=24078083)
|
| 65 |
+
59 train 8.729909 (lr=3.1469e-04) (hash(x)=22954861)
|
| 66 |
+
60 train 8.798223 (lr=3.1993e-04) (hash(x)=28695016)
|
| 67 |
+
61 train 8.743580 (lr=3.2517e-04) (hash(x)=26671799)
|
| 68 |
+
62 train 8.727453 (lr=3.3042e-04) (hash(x)=23166092)
|
| 69 |
+
63 train 8.520947 (lr=3.3566e-04) (hash(x)=26924723)
|
| 70 |
+
64 train 8.565569 (lr=3.4091e-04) (hash(x)=25138659)
|
| 71 |
+
65 train 8.571987 (lr=3.4615e-04) (hash(x)=23557495)
|
| 72 |
+
66 train 8.391038 (lr=3.5140e-04) (hash(x)=25288123)
|
| 73 |
+
67 train 8.237532 (lr=3.5664e-04) (hash(x)=27804380)
|
| 74 |
+
68 train 8.454062 (lr=3.6189e-04) (hash(x)=26993263)
|
| 75 |
+
69 train 8.447684 (lr=3.6713e-04) (hash(x)=26654908)
|
| 76 |
+
70 train 8.257896 (lr=3.7238e-04) (hash(x)=27347722)
|
| 77 |
+
71 train 8.285466 (lr=3.7762e-04) (hash(x)=23627518)
|
| 78 |
+
72 train 8.122870 (lr=3.8287e-04) (hash(x)=21768671)
|
| 79 |
+
73 train 8.160507 (lr=3.8811e-04) (hash(x)=21889990)
|
| 80 |
+
74 train 8.071836 (lr=3.9336e-04) (hash(x)=23665838)
|
| 81 |
+
75 train 8.361857 (lr=3.9860e-04) (hash(x)=22528001)
|
| 82 |
+
76 train 8.167802 (lr=4.0385e-04) (hash(x)=22487328)
|
| 83 |
+
77 train 8.272122 (lr=4.0909e-04) (hash(x)=29248942)
|
| 84 |
+
78 train 8.057648 (lr=4.1434e-04) (hash(x)=23543273)
|
| 85 |
+
79 train 7.996505 (lr=4.1958e-04) (hash(x)=25533417)
|
| 86 |
+
80 train 8.100206 (lr=4.2483e-04) (hash(x)=25552036)
|
| 87 |
+
81 train 7.913758 (lr=4.3007e-04) (hash(x)=20612533)
|
| 88 |
+
82 train 7.694815 (lr=4.3531e-04) (hash(x)=20216795)
|
| 89 |
+
83 train 7.990070 (lr=4.4056e-04) (hash(x)=24677740)
|
| 90 |
+
84 train 7.728624 (lr=4.4580e-04) (hash(x)=16722715)
|
| 91 |
+
85 train 7.927222 (lr=4.5105e-04) (hash(x)=25347203)
|
| 92 |
+
86 train 7.894966 (lr=4.5629e-04) (hash(x)=24272489)
|
| 93 |
+
87 train 7.990733 (lr=4.6154e-04) (hash(x)=28922363)
|
| 94 |
+
88 train 8.003246 (lr=4.6678e-04) (hash(x)=25510798)
|
| 95 |
+
89 train 7.940214 (lr=4.7203e-04) (hash(x)=25631397)
|
| 96 |
+
90 train 7.720366 (lr=4.7727e-04) (hash(x)=21333676)
|
| 97 |
+
91 train 7.993258 (lr=4.8252e-04) (hash(x)=26237983)
|
| 98 |
+
92 train 7.788907 (lr=4.8776e-04) (hash(x)=25976502)
|
| 99 |
+
93 train 7.786632 (lr=4.9301e-04) (hash(x)=24742645)
|
| 100 |
+
94 train 7.895804 (lr=4.9825e-04) (hash(x)=27086333)
|
| 101 |
+
95 train 7.775636 (lr=5.0350e-04) (hash(x)=26157660)
|
| 102 |
+
96 train 7.916376 (lr=5.0874e-04) (hash(x)=23616370)
|
| 103 |
+
97 train 9.522013 (lr=5.1399e-04) (hash(x)=22582169)
|
| 104 |
+
98 train 8.919479 (lr=5.1923e-04) (hash(x)=26233189)
|
| 105 |
+
99 train 9.542850 (lr=5.2448e-04) (hash(x)=26431960)
|
| 106 |
+
100 val loss 9.5885
|
| 107 |
+
100 val perplexity 14596.4189
|
| 108 |
+
100 train 9.624008 (lr=5.2972e-04) (hash(x)=30707498)
|
| 109 |
+
101 train 9.254453 (lr=5.3497e-04) (hash(x)=25716176)
|
| 110 |
+
102 train 8.185792 (lr=5.4021e-04) (hash(x)=26256420)
|
| 111 |
+
103 train 8.002180 (lr=5.4545e-04) (hash(x)=28019788)
|
| 112 |
+
104 train 7.906451 (lr=5.5070e-04) (hash(x)=23510110)
|
| 113 |
+
105 train 7.838155 (lr=5.5594e-04) (hash(x)=20382963)
|
| 114 |
+
106 train 7.712401 (lr=5.6119e-04) (hash(x)=25339466)
|
| 115 |
+
107 train 7.714920 (lr=5.6643e-04) (hash(x)=24489647)
|
| 116 |
+
108 train 7.715414 (lr=5.7168e-04) (hash(x)=22927699)
|
| 117 |
+
109 train 7.852539 (lr=5.7692e-04) (hash(x)=25128502)
|
| 118 |
+
110 train 7.844035 (lr=5.8217e-04) (hash(x)=25808969)
|
| 119 |
+
111 train 7.801566 (lr=5.8741e-04) (hash(x)=25231390)
|
| 120 |
+
112 train 7.664445 (lr=5.9266e-04) (hash(x)=21154388)
|
| 121 |
+
113 train 7.593075 (lr=5.9790e-04) (hash(x)=22708977)
|
| 122 |
+
114 train 8.022389 (lr=6.0315e-04) (hash(x)=27258353)
|
| 123 |
+
115 train 7.745034 (lr=6.0839e-04) (hash(x)=24364920)
|
| 124 |
+
116 train 7.812607 (lr=6.1364e-04) (hash(x)=27243972)
|
| 125 |
+
117 train 7.888717 (lr=6.1888e-04) (hash(x)=24932925)
|
| 126 |
+
118 train 7.702134 (lr=6.2413e-04) (hash(x)=26371091)
|
| 127 |
+
119 train 7.719365 (lr=6.2937e-04) (hash(x)=26913684)
|
| 128 |
+
120 train 7.864874 (lr=6.3462e-04) (hash(x)=29239611)
|
| 129 |
+
121 train 7.540283 (lr=6.3986e-04) (hash(x)=18017792)
|
| 130 |
+
122 train 7.735961 (lr=6.4510e-04) (hash(x)=27574089)
|
| 131 |
+
123 train 7.806792 (lr=6.5035e-04) (hash(x)=28613882)
|
| 132 |
+
124 train 7.741596 (lr=6.5559e-04) (hash(x)=26981914)
|
| 133 |
+
125 train 7.723131 (lr=6.6084e-04) (hash(x)=22652243)
|
| 134 |
+
126 train 7.483815 (lr=6.6608e-04) (hash(x)=15446025)
|
| 135 |
+
127 train 7.629873 (lr=6.7133e-04) (hash(x)=27194521)
|
| 136 |
+
128 train 7.651911 (lr=6.7657e-04) (hash(x)=25264518)
|
| 137 |
+
129 train 7.837871 (lr=6.8182e-04) (hash(x)=24936836)
|
| 138 |
+
130 train 7.856664 (lr=6.8706e-04) (hash(x)=28197282)
|
| 139 |
+
131 train 7.759081 (lr=6.9231e-04) (hash(x)=24765578)
|
| 140 |
+
132 train 7.817194 (lr=6.9755e-04) (hash(x)=27448185)
|
| 141 |
+
133 train 7.839071 (lr=7.0280e-04) (hash(x)=23107416)
|
| 142 |
+
134 train 7.770218 (lr=7.0804e-04) (hash(x)=26755138)
|
| 143 |
+
135 train 7.741762 (lr=7.1329e-04) (hash(x)=29314255)
|
| 144 |
+
136 train 7.720432 (lr=7.1853e-04) (hash(x)=22112669)
|
| 145 |
+
137 train 7.675890 (lr=7.2378e-04) (hash(x)=24013079)
|
| 146 |
+
138 train 7.690676 (lr=7.2902e-04) (hash(x)=22537194)
|
| 147 |
+
139 train 7.847948 (lr=7.3427e-04) (hash(x)=25322001)
|
| 148 |
+
140 train 7.844237 (lr=7.3951e-04) (hash(x)=27028126)
|
| 149 |
+
141 train 7.866303 (lr=7.4476e-04) (hash(x)=26690440)
|
| 150 |
+
142 train 7.801899 (lr=7.5000e-04) (hash(x)=26967331)
|
| 151 |
+
143 train 7.649940 (lr=7.5524e-04) (hash(x)=22598512)
|
| 152 |
+
144 train 7.722034 (lr=7.6049e-04) (hash(x)=24697985)
|
| 153 |
+
145 train 7.566094 (lr=7.6573e-04) (hash(x)=18473911)
|
| 154 |
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146 train 7.655570 (lr=7.7098e-04) (hash(x)=23172124)
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147 train 8.176866 (lr=7.7622e-04) (hash(x)=22322442)
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149 train 7.887253 (lr=7.8671e-04) (hash(x)=26324153)
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150 val loss 7.7609
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| 159 |
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150 val perplexity 2347.0652
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| 160 |
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199 train 7.694118 (lr=1.0490e-03) (hash(x)=23486277)
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200 val loss 7.7135
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| 211 |
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200 val perplexity 2238.4312
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| 212 |
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201 train 7.773768 (lr=1.0594e-03) (hash(x)=28916006)
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206 train 7.719274 (lr=1.0857e-03) (hash(x)=23124767)
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207 train 7.696484 (lr=1.0909e-03) (hash(x)=24976217)
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213 train 7.810544 (lr=1.1224e-03) (hash(x)=24865358)
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214 train 7.561086 (lr=1.1276e-03) (hash(x)=22155546)
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215 train 7.690288 (lr=1.1329e-03) (hash(x)=26984272)
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216 train 7.712661 (lr=1.1381e-03) (hash(x)=23193673)
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217 train 7.785197 (lr=1.1434e-03) (hash(x)=24544116)
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218 train 7.759787 (lr=1.1486e-03) (hash(x)=24547533)
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220 train 7.789202 (lr=1.1591e-03) (hash(x)=25994573)
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224 train 7.546805 (lr=1.1801e-03) (hash(x)=16908068)
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228 train 7.698853 (lr=1.2010e-03) (hash(x)=32812727)
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232 train 7.700224 (lr=1.2220e-03) (hash(x)=25676468)
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233 train 7.799487 (lr=1.2273e-03) (hash(x)=27544803)
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234 train 7.747113 (lr=1.2325e-03) (hash(x)=24331407)
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236 train 7.722171 (lr=1.2430e-03) (hash(x)=25532657)
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237 train 7.899659 (lr=1.2483e-03) (hash(x)=25856625)
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238 train 7.622917 (lr=1.2535e-03) (hash(x)=23437426)
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239 train 7.682978 (lr=1.2587e-03) (hash(x)=23164356)
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240 train 7.662556 (lr=1.2640e-03) (hash(x)=25957896)
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241 train 7.721444 (lr=1.2692e-03) (hash(x)=25646282)
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242 train 7.735603 (lr=1.2745e-03) (hash(x)=21513584)
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243 train 7.621528 (lr=1.2797e-03) (hash(x)=23843233)
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244 train 7.634665 (lr=1.2850e-03) (hash(x)=23226697)
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245 train 7.494020 (lr=1.2902e-03) (hash(x)=24506028)
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246 train 7.718070 (lr=1.2955e-03) (hash(x)=26024321)
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247 train 7.715631 (lr=1.3007e-03) (hash(x)=22781277)
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248 train 7.758938 (lr=1.3059e-03) (hash(x)=24451843)
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| 261 |
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249 train 7.710918 (lr=1.3112e-03) (hash(x)=24948650)
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250 val loss 7.6961
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| 263 |
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250 val perplexity 2199.8535
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| 264 |
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250 train 7.628471 (lr=1.3164e-03) (hash(x)=25559534)
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251 train 7.721059 (lr=1.3217e-03) (hash(x)=26373991)
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252 train 7.789857 (lr=1.3269e-03) (hash(x)=27756673)
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253 train 7.755773 (lr=1.3322e-03) (hash(x)=23402396)
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254 train 7.798302 (lr=1.3374e-03) (hash(x)=28250354)
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255 train 7.708291 (lr=1.3427e-03) (hash(x)=21562133)
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256 train 7.842077 (lr=1.3479e-03) (hash(x)=27253861)
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257 train 7.731106 (lr=1.3531e-03) (hash(x)=25009210)
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258 train 7.557536 (lr=1.3584e-03) (hash(x)=23052577)
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259 train 7.762327 (lr=1.3636e-03) (hash(x)=27161811)
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260 train 7.702718 (lr=1.3689e-03) (hash(x)=27302459)
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261 train 7.800609 (lr=1.3741e-03) (hash(x)=29515100)
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262 train 7.678573 (lr=1.3794e-03) (hash(x)=25318001)
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263 train 7.655085 (lr=1.3846e-03) (hash(x)=25305929)
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264 train 7.642696 (lr=1.3899e-03) (hash(x)=24339043)
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265 train 7.730836 (lr=1.3951e-03) (hash(x)=26808543)
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266 train 7.525864 (lr=1.4003e-03) (hash(x)=25763991)
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267 train 7.715655 (lr=1.4056e-03) (hash(x)=25669509)
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268 train 7.747199 (lr=1.4108e-03) (hash(x)=27676869)
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269 train 7.652094 (lr=1.4161e-03) (hash(x)=28435805)
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278 train 7.727058 (lr=1.4633e-03) (hash(x)=26405613)
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279 train 7.477920 (lr=1.4685e-03) (hash(x)=26400365)
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283 train 7.543567 (lr=1.4895e-03) (hash(x)=20967666)
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285 train 8.061537 (lr=1.5000e-03) (hash(x)=28667963)
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286 train 7.742517 (lr=1.5000e-03) (hash(x)=25974316)
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287 train 7.835395 (lr=1.5000e-03) (hash(x)=27083417)
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288 train 7.609795 (lr=1.5000e-03) (hash(x)=28605205)
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289 train 7.566931 (lr=1.4999e-03) (hash(x)=23649001)
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290 train 7.587451 (lr=1.4999e-03) (hash(x)=25921700)
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291 train 7.726690 (lr=1.4998e-03) (hash(x)=31338300)
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292 train 7.628217 (lr=1.4998e-03) (hash(x)=23862328)
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293 train 7.659289 (lr=1.4997e-03) (hash(x)=30603174)
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294 train 7.728784 (lr=1.4996e-03) (hash(x)=23603806)
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295 train 7.683750 (lr=1.4995e-03) (hash(x)=24830965)
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296 train 7.788673 (lr=1.4993e-03) (hash(x)=32488729)
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297 train 7.936327 (lr=1.4992e-03) (hash(x)=27269893)
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298 train 7.685667 (lr=1.4991e-03) (hash(x)=25215077)
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| 313 |
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299 train 7.649863 (lr=1.4989e-03) (hash(x)=24825041)
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| 314 |
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300 val loss 7.6852
|
| 315 |
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300 val perplexity 2175.9604
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| 316 |
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300 train 7.742365 (lr=1.4987e-03) (hash(x)=25893804)
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301 train 7.573775 (lr=1.4985e-03) (hash(x)=22724871)
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302 train 7.630139 (lr=1.4983e-03) (hash(x)=27317554)
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314 train 7.598807 (lr=1.4949e-03) (hash(x)=20084233)
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345 train 7.922359 (lr=1.4774e-03) (hash(x)=35895440)
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346 train 7.687607 (lr=1.4766e-03) (hash(x)=24298886)
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| 363 |
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347 train 7.690705 (lr=1.4758e-03) (hash(x)=25888847)
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| 364 |
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348 train 7.783933 (lr=1.4750e-03) (hash(x)=30860646)
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| 365 |
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349 train 7.718555 (lr=1.4742e-03) (hash(x)=26518800)
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| 366 |
+
350 val loss 7.6714
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| 367 |
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350 val perplexity 2145.9910
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| 368 |
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350 train 7.626570 (lr=1.4734e-03) (hash(x)=25385523)
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| 369 |
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351 train 7.761110 (lr=1.4726e-03) (hash(x)=37519283)
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352 train 8.139110 (lr=1.4717e-03) (hash(x)=20564397)
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353 train 7.746608 (lr=1.4709e-03) (hash(x)=25141945)
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354 train 7.763551 (lr=1.4700e-03) (hash(x)=22717866)
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355 train 8.055579 (lr=1.4691e-03) (hash(x)=28527939)
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356 train 7.887047 (lr=1.4682e-03) (hash(x)=32757059)
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357 train 7.669044 (lr=1.4673e-03) (hash(x)=21942471)
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358 train 7.925444 (lr=1.4664e-03) (hash(x)=24247339)
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359 train 7.703249 (lr=1.4655e-03) (hash(x)=24955630)
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360 train 7.810789 (lr=1.4645e-03) (hash(x)=21368780)
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361 train 7.714355 (lr=1.4636e-03) (hash(x)=25541230)
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362 train 7.627358 (lr=1.4626e-03) (hash(x)=23098806)
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363 train 7.575616 (lr=1.4616e-03) (hash(x)=23501481)
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364 train 7.639993 (lr=1.4606e-03) (hash(x)=23802681)
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365 train 7.654021 (lr=1.4596e-03) (hash(x)=22754988)
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366 train 7.511327 (lr=1.4586e-03) (hash(x)=22183009)
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367 train 7.568737 (lr=1.4576e-03) (hash(x)=23475070)
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368 train 7.692790 (lr=1.4565e-03) (hash(x)=23359061)
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369 train 7.685740 (lr=1.4555e-03) (hash(x)=23609959)
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370 train 7.622909 (lr=1.4544e-03) (hash(x)=22408449)
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371 train 7.566359 (lr=1.4533e-03) (hash(x)=23441847)
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372 train 7.561478 (lr=1.4522e-03) (hash(x)=23676365)
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373 train 7.731357 (lr=1.4511e-03) (hash(x)=23096292)
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374 train 7.766334 (lr=1.4500e-03) (hash(x)=27706294)
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375 train 7.684421 (lr=1.4489e-03) (hash(x)=26171093)
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376 train 7.852879 (lr=1.4478e-03) (hash(x)=34946941)
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377 train 7.650363 (lr=1.4466e-03) (hash(x)=20060838)
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378 train 7.558660 (lr=1.4454e-03) (hash(x)=21591702)
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379 train 7.635880 (lr=1.4443e-03) (hash(x)=25451055)
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380 train 7.299196 (lr=1.4431e-03) (hash(x)=18691455)
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381 train 7.587443 (lr=1.4419e-03) (hash(x)=24934792)
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382 train 7.539451 (lr=1.4407e-03) (hash(x)=23864361)
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383 train 7.566133 (lr=1.4394e-03) (hash(x)=25367597)
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384 train 7.738870 (lr=1.4382e-03) (hash(x)=27016702)
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385 train 7.734499 (lr=1.4370e-03) (hash(x)=25022148)
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386 train 7.740314 (lr=1.4357e-03) (hash(x)=24459012)
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387 train 7.708824 (lr=1.4344e-03) (hash(x)=25431365)
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388 train 7.633441 (lr=1.4332e-03) (hash(x)=25958785)
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389 train 7.835214 (lr=1.4319e-03) (hash(x)=29307788)
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390 train 7.575333 (lr=1.4306e-03) (hash(x)=24965435)
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391 train 7.600533 (lr=1.4292e-03) (hash(x)=25651929)
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392 train 7.662337 (lr=1.4279e-03) (hash(x)=28451031)
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393 train 7.721308 (lr=1.4266e-03) (hash(x)=26312387)
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| 412 |
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394 train 7.762032 (lr=1.4252e-03) (hash(x)=25326650)
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395 train 7.680292 (lr=1.4238e-03) (hash(x)=23804913)
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396 train 7.872596 (lr=1.4225e-03) (hash(x)=25537529)
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397 train 7.687146 (lr=1.4211e-03) (hash(x)=26115519)
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398 train 7.709513 (lr=1.4197e-03) (hash(x)=25494804)
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| 417 |
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399 train 7.813341 (lr=1.4183e-03) (hash(x)=23210747)
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| 418 |
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400 val loss 7.7681
|
| 419 |
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400 val perplexity 2363.9128
|
| 420 |
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400 train 7.667335 (lr=1.4169e-03) (hash(x)=15717069)
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| 421 |
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401 train 7.615105 (lr=1.4154e-03) (hash(x)=18463712)
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| 422 |
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402 train 7.687692 (lr=1.4140e-03) (hash(x)=20705573)
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| 423 |
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403 train 7.684934 (lr=1.4125e-03) (hash(x)=23245699)
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404 train 7.615367 (lr=1.4110e-03) (hash(x)=23444521)
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405 train 7.533133 (lr=1.4096e-03) (hash(x)=21770300)
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| 426 |
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406 train 8.245329 (lr=1.4081e-03) (hash(x)=23334569)
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| 427 |
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407 train 7.467976 (lr=1.4066e-03) (hash(x)=25387532)
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| 428 |
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408 train 7.680962 (lr=1.4051e-03) (hash(x)=29466743)
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| 429 |
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409 train 7.695983 (lr=1.4035e-03) (hash(x)=27718703)
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| 430 |
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410 train 7.682644 (lr=1.4020e-03) (hash(x)=17631973)
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411 train 7.724470 (lr=1.4005e-03) (hash(x)=27661052)
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412 train 7.488457 (lr=1.3989e-03) (hash(x)=22244096)
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413 train 7.629815 (lr=1.3973e-03) (hash(x)=26538928)
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| 434 |
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414 train 7.625240 (lr=1.3957e-03) (hash(x)=26256802)
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415 train 7.741020 (lr=1.3942e-03) (hash(x)=21772654)
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| 436 |
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416 train 7.721872 (lr=1.3926e-03) (hash(x)=25026277)
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417 train 7.814374 (lr=1.3909e-03) (hash(x)=26263254)
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418 train 7.750460 (lr=1.3893e-03) (hash(x)=24726314)
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419 train 7.556540 (lr=1.3877e-03) (hash(x)=23552356)
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420 train 7.685651 (lr=1.3860e-03) (hash(x)=26699819)
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421 train 8.032447 (lr=1.3844e-03) (hash(x)=22707141)
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422 train 8.006714 (lr=1.3827e-03) (hash(x)=25676149)
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423 train 7.780266 (lr=1.3810e-03) (hash(x)=34234481)
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424 train 7.650903 (lr=1.3793e-03) (hash(x)=25401624)
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425 train 7.800409 (lr=1.3776e-03) (hash(x)=35008670)
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426 train 7.895960 (lr=1.3759e-03) (hash(x)=25682280)
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427 train 7.763099 (lr=1.3742e-03) (hash(x)=25891543)
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428 train 7.641181 (lr=1.3725e-03) (hash(x)=25962407)
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429 train 7.539370 (lr=1.3707e-03) (hash(x)=21971224)
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430 train 7.682867 (lr=1.3690e-03) (hash(x)=30838142)
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431 train 7.728588 (lr=1.3672e-03) (hash(x)=27312186)
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432 train 7.810811 (lr=1.3654e-03) (hash(x)=23657081)
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433 train 7.762174 (lr=1.3637e-03) (hash(x)=22163749)
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434 train 7.487094 (lr=1.3619e-03) (hash(x)=24829818)
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435 train 7.746663 (lr=1.3601e-03) (hash(x)=25942888)
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436 train 7.678055 (lr=1.3582e-03) (hash(x)=23785671)
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437 train 7.694900 (lr=1.3564e-03) (hash(x)=25493916)
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438 train 7.852951 (lr=1.3546e-03) (hash(x)=28618702)
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| 459 |
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439 train 7.899300 (lr=1.3527e-03) (hash(x)=24289951)
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| 460 |
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440 train 7.656086 (lr=1.3509e-03) (hash(x)=26331486)
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441 train 7.640676 (lr=1.3490e-03) (hash(x)=23648671)
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| 462 |
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442 train 7.619852 (lr=1.3471e-03) (hash(x)=27292797)
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443 train 7.450141 (lr=1.3452e-03) (hash(x)=24992055)
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| 464 |
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444 train 7.950497 (lr=1.3434e-03) (hash(x)=24398330)
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| 465 |
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445 train 7.733499 (lr=1.3414e-03) (hash(x)=26005549)
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| 466 |
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446 train 7.692571 (lr=1.3395e-03) (hash(x)=30259737)
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447 train 7.695460 (lr=1.3376e-03) (hash(x)=21046554)
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| 468 |
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448 train 7.708872 (lr=1.3357e-03) (hash(x)=18773877)
|
| 469 |
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449 train 7.742128 (lr=1.3337e-03) (hash(x)=26321539)
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| 470 |
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450 val loss 7.7286
|
| 471 |
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450 val perplexity 2272.4695
|
| 472 |
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450 train 7.707807 (lr=1.3318e-03) (hash(x)=22850804)
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| 473 |
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451 train 7.779673 (lr=1.3298e-03) (hash(x)=27807872)
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| 474 |
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452 train 7.770094 (lr=1.3278e-03) (hash(x)=25545137)
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| 475 |
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453 train 7.746851 (lr=1.3258e-03) (hash(x)=21555364)
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| 476 |
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454 train 7.800655 (lr=1.3238e-03) (hash(x)=27243798)
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| 477 |
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455 train 7.690426 (lr=1.3218e-03) (hash(x)=26325324)
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| 478 |
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456 train 7.635402 (lr=1.3198e-03) (hash(x)=26228728)
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| 479 |
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457 train 7.886519 (lr=1.3178e-03) (hash(x)=24956294)
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| 480 |
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458 train 7.724741 (lr=1.3158e-03) (hash(x)=25592289)
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| 481 |
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459 train 7.720500 (lr=1.3137e-03) (hash(x)=24429389)
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| 482 |
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460 train 7.753127 (lr=1.3117e-03) (hash(x)=28733708)
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| 483 |
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461 train 7.931226 (lr=1.3096e-03) (hash(x)=27929846)
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| 484 |
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462 train 7.757050 (lr=1.3075e-03) (hash(x)=22417476)
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| 485 |
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463 train 7.847109 (lr=1.3054e-03) (hash(x)=25282897)
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| 486 |
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464 train 7.653925 (lr=1.3033e-03) (hash(x)=22278062)
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| 487 |
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465 train 7.649493 (lr=1.3012e-03) (hash(x)=26802508)
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| 488 |
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466 train 7.884390 (lr=1.2991e-03) (hash(x)=22094832)
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467 train 7.811289 (lr=1.2970e-03) (hash(x)=28390416)
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| 490 |
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468 train 7.901832 (lr=1.2949e-03) (hash(x)=26379331)
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469 train 7.958555 (lr=1.2928e-03) (hash(x)=26292451)
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470 train 7.851672 (lr=1.2906e-03) (hash(x)=26301866)
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471 train 7.878325 (lr=1.2885e-03) (hash(x)=22915344)
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472 train 7.718304 (lr=1.2863e-03) (hash(x)=25448318)
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473 train 7.807077 (lr=1.2841e-03) (hash(x)=24744383)
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474 train 7.609165 (lr=1.2819e-03) (hash(x)=22835201)
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475 train 7.732595 (lr=1.2797e-03) (hash(x)=26284678)
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476 train 7.720407 (lr=1.2775e-03) (hash(x)=24745936)
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477 train 7.548991 (lr=1.2753e-03) (hash(x)=21654269)
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478 train 7.728557 (lr=1.2731e-03) (hash(x)=32387999)
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479 train 8.360292 (lr=1.2709e-03) (hash(x)=29466268)
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480 train 8.318131 (lr=1.2687e-03) (hash(x)=30736727)
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481 train 8.265537 (lr=1.2664e-03) (hash(x)=32616762)
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482 train 8.218965 (lr=1.2642e-03) (hash(x)=29358578)
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483 train 8.254589 (lr=1.2619e-03) (hash(x)=32201138)
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484 train 8.270296 (lr=1.2596e-03) (hash(x)=30041621)
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485 train 8.243125 (lr=1.2574e-03) (hash(x)=33683468)
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486 train 8.017868 (lr=1.2551e-03) (hash(x)=26837755)
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487 train 7.897161 (lr=1.2528e-03) (hash(x)=27498125)
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| 510 |
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488 train 7.995494 (lr=1.2505e-03) (hash(x)=22372507)
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| 511 |
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489 train 7.697562 (lr=1.2482e-03) (hash(x)=25164318)
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490 train 7.689182 (lr=1.2459e-03) (hash(x)=26562947)
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491 train 7.634750 (lr=1.2435e-03) (hash(x)=25690221)
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492 train 7.692049 (lr=1.2412e-03) (hash(x)=21947305)
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493 train 7.690072 (lr=1.2389e-03) (hash(x)=29031550)
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| 516 |
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494 train 7.830329 (lr=1.2365e-03) (hash(x)=26551589)
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| 517 |
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495 train 7.835774 (lr=1.2341e-03) (hash(x)=24094093)
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| 518 |
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496 train 7.618011 (lr=1.2318e-03) (hash(x)=23639076)
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497 train 9.262734 (lr=1.2294e-03) (hash(x)=61455960)
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498 train 11.658505 (lr=1.2270e-03) (hash(x)=65636572)
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| 521 |
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499 train 11.576948 (lr=1.2246e-03) (hash(x)=61104710)
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| 522 |
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500 val loss 7.7299
|
| 523 |
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500 val perplexity 2275.3667
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| 524 |
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500 train 8.356382 (lr=1.2222e-03) (hash(x)=24123821)
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501 train 7.351772 (lr=1.2198e-03) (hash(x)=20881126)
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502 train 7.727162 (lr=1.2174e-03) (hash(x)=23209969)
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503 train 7.747780 (lr=1.2150e-03) (hash(x)=26920243)
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504 train 7.637657 (lr=1.2126e-03) (hash(x)=26127756)
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505 train 7.581877 (lr=1.2101e-03) (hash(x)=21970343)
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506 train 7.642146 (lr=1.2077e-03) (hash(x)=24097897)
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507 train 7.754195 (lr=1.2052e-03) (hash(x)=31676352)
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508 train 7.706739 (lr=1.2028e-03) (hash(x)=23908053)
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509 train 7.647904 (lr=1.2003e-03) (hash(x)=25600562)
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510 train 7.700044 (lr=1.1978e-03) (hash(x)=23549168)
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511 train 7.629103 (lr=1.1954e-03) (hash(x)=22022924)
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512 train 7.707285 (lr=1.1929e-03) (hash(x)=23294980)
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513 train 7.598124 (lr=1.1904e-03) (hash(x)=22777085)
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514 train 7.876339 (lr=1.1879e-03) (hash(x)=26271115)
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515 train 7.670959 (lr=1.1854e-03) (hash(x)=21727744)
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516 train 7.707361 (lr=1.1829e-03) (hash(x)=22729318)
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517 train 7.889222 (lr=1.1803e-03) (hash(x)=20701998)
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518 train 7.833536 (lr=1.1778e-03) (hash(x)=27928398)
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519 train 7.906909 (lr=1.1753e-03) (hash(x)=20863982)
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520 train 7.776600 (lr=1.1727e-03) (hash(x)=22827054)
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521 train 7.759516 (lr=1.1702e-03) (hash(x)=25084926)
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522 train 7.856508 (lr=1.1676e-03) (hash(x)=25540961)
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523 train 7.591858 (lr=1.1651e-03) (hash(x)=24412897)
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524 train 7.854822 (lr=1.1625e-03) (hash(x)=26269869)
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525 train 7.643784 (lr=1.1599e-03) (hash(x)=25434913)
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526 train 7.821376 (lr=1.1573e-03) (hash(x)=25157653)
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527 train 7.837183 (lr=1.1548e-03) (hash(x)=26302544)
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528 train 7.720030 (lr=1.1522e-03) (hash(x)=22010703)
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529 train 8.022634 (lr=1.1496e-03) (hash(x)=34976197)
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530 train 7.710197 (lr=1.1470e-03) (hash(x)=28248301)
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531 train 7.738505 (lr=1.1443e-03) (hash(x)=23870805)
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532 train 7.734290 (lr=1.1417e-03) (hash(x)=24457252)
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533 train 7.787120 (lr=1.1391e-03) (hash(x)=25041103)
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534 train 7.740311 (lr=1.1365e-03) (hash(x)=25998487)
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535 train 7.851596 (lr=1.1338e-03) (hash(x)=26041745)
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536 train 7.763353 (lr=1.1312e-03) (hash(x)=27249810)
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537 train 7.813742 (lr=1.1285e-03) (hash(x)=24068619)
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538 train 7.833156 (lr=1.1259e-03) (hash(x)=26359528)
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539 train 7.804993 (lr=1.1232e-03) (hash(x)=25441262)
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540 train 7.742839 (lr=1.1205e-03) (hash(x)=24413659)
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541 train 8.161337 (lr=1.1179e-03) (hash(x)=29181867)
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542 train 7.921298 (lr=1.1152e-03) (hash(x)=31551575)
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543 train 7.877130 (lr=1.1125e-03) (hash(x)=27093757)
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544 train 7.854835 (lr=1.1098e-03) (hash(x)=23624298)
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545 train 7.701891 (lr=1.1071e-03) (hash(x)=25150275)
|
| 570 |
+
546 train 7.716410 (lr=1.1044e-03) (hash(x)=26239886)
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| 571 |
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547 train 8.084273 (lr=1.1017e-03) (hash(x)=33457102)
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| 572 |
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548 train 7.656469 (lr=1.0990e-03) (hash(x)=17499738)
|
| 573 |
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549 train 7.716921 (lr=1.0963e-03) (hash(x)=25755322)
|
| 574 |
+
550 val loss 7.7539
|
| 575 |
+
550 val perplexity 2330.5642
|
| 576 |
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550 train 7.832466 (lr=1.0936e-03) (hash(x)=23722795)
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| 577 |
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551 train 7.688102 (lr=1.0908e-03) (hash(x)=23630794)
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| 578 |
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552 train 7.654415 (lr=1.0881e-03) (hash(x)=23374168)
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| 579 |
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553 train 7.686577 (lr=1.0854e-03) (hash(x)=25167987)
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| 580 |
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554 train 7.922827 (lr=1.0826e-03) (hash(x)=30941010)
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555 train 7.670557 (lr=1.0799e-03) (hash(x)=24043224)
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| 582 |
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556 train 7.799884 (lr=1.0771e-03) (hash(x)=29736627)
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| 583 |
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557 train 7.742640 (lr=1.0744e-03) (hash(x)=24665411)
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| 584 |
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558 train 7.767422 (lr=1.0716e-03) (hash(x)=27916043)
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559 train 7.700399 (lr=1.0688e-03) (hash(x)=17321657)
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| 586 |
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560 train 7.536227 (lr=1.0661e-03) (hash(x)=23829833)
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561 train 7.907607 (lr=1.0633e-03) (hash(x)=27932591)
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562 train 7.983245 (lr=1.0605e-03) (hash(x)=28206079)
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| 589 |
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563 train 8.085007 (lr=1.0577e-03) (hash(x)=29447954)
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| 590 |
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564 train 7.734852 (lr=1.0549e-03) (hash(x)=25935364)
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| 591 |
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565 train 7.773105 (lr=1.0521e-03) (hash(x)=24621816)
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566 train 7.708507 (lr=1.0493e-03) (hash(x)=24070405)
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567 train 7.758605 (lr=1.0465e-03) (hash(x)=24682294)
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568 train 7.758308 (lr=1.0437e-03) (hash(x)=24050209)
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569 train 7.733538 (lr=1.0409e-03) (hash(x)=28057095)
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570 train 7.799509 (lr=1.0381e-03) (hash(x)=22523232)
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571 train 7.730530 (lr=1.0353e-03) (hash(x)=24547536)
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572 train 7.627197 (lr=1.0325e-03) (hash(x)=24978712)
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573 train 7.601028 (lr=1.0296e-03) (hash(x)=18987545)
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574 train 7.713584 (lr=1.0268e-03) (hash(x)=24092784)
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575 train 7.706183 (lr=1.0240e-03) (hash(x)=26745063)
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576 train 7.711241 (lr=1.0211e-03) (hash(x)=22539112)
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577 train 7.496004 (lr=1.0183e-03) (hash(x)=21447406)
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578 train 7.517599 (lr=1.0154e-03) (hash(x)=21082139)
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579 train 7.576668 (lr=1.0126e-03) (hash(x)=24650655)
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580 train 7.735999 (lr=1.0097e-03) (hash(x)=22130721)
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581 train 8.063599 (lr=1.0069e-03) (hash(x)=26519976)
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582 train 8.615137 (lr=1.0040e-03) (hash(x)=25582440)
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583 train 7.840294 (lr=1.0011e-03) (hash(x)=20106514)
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584 train 7.597269 (lr=9.9827e-04) (hash(x)=25695510)
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585 train 7.635041 (lr=9.9540e-04) (hash(x)=20117808)
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586 train 7.698525 (lr=9.9252e-04) (hash(x)=24501900)
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587 train 7.774756 (lr=9.8964e-04) (hash(x)=25510334)
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588 train 7.623492 (lr=9.8676e-04) (hash(x)=22099158)
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589 train 7.736458 (lr=9.8387e-04) (hash(x)=25749120)
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| 616 |
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590 train 8.007345 (lr=9.8099e-04) (hash(x)=21720691)
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| 617 |
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591 train 7.595894 (lr=9.7810e-04) (hash(x)=24357241)
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| 618 |
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592 train 7.866467 (lr=9.7520e-04) (hash(x)=28911272)
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| 619 |
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593 train 7.755000 (lr=9.7230e-04) (hash(x)=25584945)
|
| 620 |
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594 train 7.649728 (lr=9.6940e-04) (hash(x)=21847287)
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| 621 |
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595 train 7.717608 (lr=9.6650e-04) (hash(x)=25198897)
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| 622 |
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596 train 7.590934 (lr=9.6360e-04) (hash(x)=22436833)
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| 623 |
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597 train 7.854661 (lr=9.6069e-04) (hash(x)=23475891)
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| 624 |
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598 train 7.521270 (lr=9.5778e-04) (hash(x)=25083992)
|
| 625 |
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599 train 7.775483 (lr=9.5486e-04) (hash(x)=23644804)
|
| 626 |
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600 val loss 7.7063
|
| 627 |
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600 val perplexity 2222.2554
|
| 628 |
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600 train 7.643409 (lr=9.5195e-04) (hash(x)=31377168)
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| 629 |
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601 train 8.023653 (lr=9.4903e-04) (hash(x)=25629584)
|
| 630 |
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602 train 7.859875 (lr=9.4611e-04) (hash(x)=29285135)
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603 train 8.050512 (lr=9.4319e-04) (hash(x)=29797280)
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| 632 |
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604 train 7.890079 (lr=9.4026e-04) (hash(x)=33122326)
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| 633 |
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605 train 8.135586 (lr=9.3733e-04) (hash(x)=30026394)
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| 634 |
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606 train 8.395484 (lr=9.3440e-04) (hash(x)=34353164)
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| 635 |
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607 train 7.661631 (lr=9.3147e-04) (hash(x)=26594177)
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| 636 |
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608 train 7.758193 (lr=9.2854e-04) (hash(x)=25554738)
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| 637 |
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609 train 7.846495 (lr=9.2560e-04) (hash(x)=23766256)
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610 train 7.732442 (lr=9.2267e-04) (hash(x)=26853444)
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| 639 |
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611 train 7.744578 (lr=9.1973e-04) (hash(x)=24250150)
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612 train 7.665815 (lr=9.1678e-04) (hash(x)=26289588)
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613 train 7.751273 (lr=9.1384e-04) (hash(x)=26108817)
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614 train 7.680855 (lr=9.1090e-04) (hash(x)=23814987)
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| 643 |
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615 train 7.688418 (lr=9.0795e-04) (hash(x)=18582688)
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| 644 |
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616 train 7.703759 (lr=9.0500e-04) (hash(x)=25558792)
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| 645 |
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617 train 7.658919 (lr=9.0205e-04) (hash(x)=23272705)
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| 646 |
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618 train 7.662617 (lr=8.9910e-04) (hash(x)=24709241)
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619 train 7.666202 (lr=8.9615e-04) (hash(x)=24793412)
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| 648 |
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620 train 7.687472 (lr=8.9319e-04) (hash(x)=27256707)
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621 train 7.637940 (lr=8.9024e-04) (hash(x)=19280989)
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| 650 |
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622 train 7.705773 (lr=8.8728e-04) (hash(x)=26508642)
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623 train 7.613369 (lr=8.8432e-04) (hash(x)=22751150)
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624 train 7.895378 (lr=8.8136e-04) (hash(x)=23880160)
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625 train 7.632549 (lr=8.7840e-04) (hash(x)=23537942)
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626 train 7.647926 (lr=8.7544e-04) (hash(x)=26975313)
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627 train 7.542642 (lr=8.7248e-04) (hash(x)=23748375)
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628 train 7.575413 (lr=8.6952e-04) (hash(x)=25541754)
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629 train 7.959349 (lr=8.6655e-04) (hash(x)=27413825)
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630 train 7.882129 (lr=8.6359e-04) (hash(x)=27075951)
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631 train 7.733789 (lr=8.6062e-04) (hash(x)=21682445)
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632 train 7.691811 (lr=8.5766e-04) (hash(x)=23361504)
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633 train 7.614659 (lr=8.5469e-04) (hash(x)=22040184)
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634 train 7.663328 (lr=8.5172e-04) (hash(x)=23727731)
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635 train 7.649795 (lr=8.4876e-04) (hash(x)=24463229)
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636 train 7.833916 (lr=8.4579e-04) (hash(x)=32663792)
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637 train 7.676811 (lr=8.4282e-04) (hash(x)=24091954)
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638 train 7.644261 (lr=8.3985e-04) (hash(x)=23599013)
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| 667 |
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639 train 7.673655 (lr=8.3688e-04) (hash(x)=26670219)
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| 668 |
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640 train 7.656978 (lr=8.3391e-04) (hash(x)=24380893)
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| 669 |
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641 train 7.710624 (lr=8.3094e-04) (hash(x)=25558986)
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| 670 |
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642 train 7.779457 (lr=8.2797e-04) (hash(x)=25729492)
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| 671 |
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643 train 7.542321 (lr=8.2500e-04) (hash(x)=19218943)
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| 672 |
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644 train 7.759363 (lr=8.2203e-04) (hash(x)=23952206)
|
| 673 |
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645 train 7.725920 (lr=8.1906e-04) (hash(x)=24551402)
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| 674 |
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646 train 7.611461 (lr=8.1609e-04) (hash(x)=24007642)
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| 675 |
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647 train 7.649839 (lr=8.1312e-04) (hash(x)=25229281)
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| 676 |
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648 train 7.449235 (lr=8.1015e-04) (hash(x)=18214283)
|
| 677 |
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649 train 7.388067 (lr=8.0718e-04) (hash(x)=21251127)
|
| 678 |
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650 val loss 7.6927
|
| 679 |
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650 val perplexity 2192.2354
|
| 680 |
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650 train 7.874477 (lr=8.0421e-04) (hash(x)=25097619)
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| 681 |
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651 train 7.580329 (lr=8.0124e-04) (hash(x)=25800857)
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| 682 |
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652 train 7.565134 (lr=7.9828e-04) (hash(x)=22918428)
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| 683 |
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653 train 7.641159 (lr=7.9531e-04) (hash(x)=25836189)
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| 684 |
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654 train 7.603850 (lr=7.9234e-04) (hash(x)=24504567)
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| 685 |
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655 train 7.598814 (lr=7.8938e-04) (hash(x)=25999255)
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| 686 |
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656 train 7.630563 (lr=7.8641e-04) (hash(x)=27308968)
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| 687 |
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657 train 7.730077 (lr=7.8345e-04) (hash(x)=20149394)
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| 688 |
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658 train 7.655795 (lr=7.8048e-04) (hash(x)=24498556)
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| 689 |
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659 train 7.531661 (lr=7.7752e-04) (hash(x)=21999338)
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| 690 |
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660 train 7.543416 (lr=7.7456e-04) (hash(x)=23280568)
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| 691 |
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661 train 7.835412 (lr=7.7160e-04) (hash(x)=27611302)
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| 692 |
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662 train 7.679036 (lr=7.6864e-04) (hash(x)=23982308)
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| 693 |
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663 train 7.632465 (lr=7.6568e-04) (hash(x)=22778356)
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| 694 |
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664 train 7.555626 (lr=7.6272e-04) (hash(x)=23467046)
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| 695 |
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665 train 7.722482 (lr=7.5976e-04) (hash(x)=24195959)
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666 train 8.002197 (lr=7.5681e-04) (hash(x)=32710438)
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| 697 |
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667 train 7.738972 (lr=7.5385e-04) (hash(x)=19127465)
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668 train 7.883466 (lr=7.5090e-04) (hash(x)=28962580)
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669 train 7.626482 (lr=7.4795e-04) (hash(x)=22426274)
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| 700 |
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670 train 7.645793 (lr=7.4500e-04) (hash(x)=25606512)
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| 701 |
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671 train 7.509284 (lr=7.4205e-04) (hash(x)=23785205)
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672 train 7.651512 (lr=7.3910e-04) (hash(x)=24779414)
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| 703 |
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673 train 7.776501 (lr=7.3616e-04) (hash(x)=28505676)
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674 train 7.838102 (lr=7.3322e-04) (hash(x)=29156288)
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675 train 7.533864 (lr=7.3027e-04) (hash(x)=27706477)
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676 train 7.668046 (lr=7.2733e-04) (hash(x)=23711800)
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677 train 7.747730 (lr=7.2440e-04) (hash(x)=28684175)
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| 708 |
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678 train 7.628632 (lr=7.2146e-04) (hash(x)=25225466)
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| 709 |
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679 train 7.745574 (lr=7.1853e-04) (hash(x)=28003600)
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| 710 |
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680 train 7.680043 (lr=7.1560e-04) (hash(x)=27989890)
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| 711 |
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681 train 7.705679 (lr=7.1267e-04) (hash(x)=27586845)
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| 712 |
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682 train 7.682579 (lr=7.0974e-04) (hash(x)=22373927)
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683 train 7.563611 (lr=7.0681e-04) (hash(x)=21176405)
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| 714 |
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684 train 7.527731 (lr=7.0389e-04) (hash(x)=23806052)
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| 715 |
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685 train 7.629662 (lr=7.0097e-04) (hash(x)=25888433)
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| 716 |
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686 train 7.759294 (lr=6.9805e-04) (hash(x)=27797727)
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687 train 7.628597 (lr=6.9514e-04) (hash(x)=27916982)
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| 718 |
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688 train 7.578324 (lr=6.9222e-04) (hash(x)=24621793)
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| 719 |
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689 train 7.496653 (lr=6.8931e-04) (hash(x)=24334708)
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| 720 |
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690 train 7.654587 (lr=6.8640e-04) (hash(x)=24419143)
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| 721 |
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691 train 7.557160 (lr=6.8350e-04) (hash(x)=25617709)
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| 722 |
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692 train 7.547180 (lr=6.8060e-04) (hash(x)=24556034)
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| 723 |
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693 train 7.920913 (lr=6.7770e-04) (hash(x)=25152362)
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| 724 |
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694 train 7.656851 (lr=6.7480e-04) (hash(x)=24326376)
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| 725 |
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695 train 7.545552 (lr=6.7190e-04) (hash(x)=24276512)
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| 726 |
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696 train 7.414201 (lr=6.6901e-04) (hash(x)=24344695)
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| 727 |
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697 train 7.650876 (lr=6.6613e-04) (hash(x)=26776133)
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| 728 |
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698 train 7.514264 (lr=6.6324e-04) (hash(x)=21847282)
|
| 729 |
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699 train 7.379858 (lr=6.6036e-04) (hash(x)=20254159)
|
| 730 |
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700 val loss 7.6545
|
| 731 |
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700 val perplexity 2110.1521
|
| 732 |
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700 train 7.470055 (lr=6.5748e-04) (hash(x)=25044762)
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| 733 |
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701 train 7.574930 (lr=6.5460e-04) (hash(x)=27873855)
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| 734 |
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702 train 7.657175 (lr=6.5173e-04) (hash(x)=22575615)
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| 735 |
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703 train 7.620751 (lr=6.4886e-04) (hash(x)=25113614)
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| 736 |
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704 train 7.727670 (lr=6.4600e-04) (hash(x)=28062905)
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705 train 7.646277 (lr=6.4314e-04) (hash(x)=26192886)
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| 738 |
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706 train 7.631146 (lr=6.4028e-04) (hash(x)=25770338)
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| 739 |
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707 train 7.516666 (lr=6.3742e-04) (hash(x)=24614912)
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| 740 |
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708 train 7.594297 (lr=6.3457e-04) (hash(x)=26934071)
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709 train 7.571792 (lr=6.3172e-04) (hash(x)=25397093)
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710 train 7.711982 (lr=6.2888e-04) (hash(x)=25925963)
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711 train 7.564043 (lr=6.2604e-04) (hash(x)=19811802)
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712 train 7.638424 (lr=6.2320e-04) (hash(x)=23248423)
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713 train 7.619357 (lr=6.2037e-04) (hash(x)=25579655)
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714 train 7.802995 (lr=6.1754e-04) (hash(x)=25537603)
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715 train 7.677469 (lr=6.1472e-04) (hash(x)=26096514)
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716 train 7.709909 (lr=6.1190e-04) (hash(x)=24132888)
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717 train 7.540712 (lr=6.0908e-04) (hash(x)=22589633)
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718 train 7.510253 (lr=6.0627e-04) (hash(x)=27781566)
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719 train 7.751784 (lr=6.0346e-04) (hash(x)=26757147)
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720 train 7.791998 (lr=6.0066e-04) (hash(x)=26649864)
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721 train 7.655463 (lr=5.9786e-04) (hash(x)=24963730)
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722 train 7.658646 (lr=5.9507e-04) (hash(x)=25249959)
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723 train 7.509624 (lr=5.9228e-04) (hash(x)=27703124)
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724 train 7.522089 (lr=5.8949e-04) (hash(x)=26459082)
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725 train 7.478124 (lr=5.8671e-04) (hash(x)=24781713)
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726 train 7.758729 (lr=5.8393e-04) (hash(x)=26597693)
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727 train 7.582549 (lr=5.8116e-04) (hash(x)=24720476)
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728 train 7.609679 (lr=5.7839e-04) (hash(x)=23691295)
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729 train 7.725364 (lr=5.7563e-04) (hash(x)=23481301)
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730 train 7.612714 (lr=5.7288e-04) (hash(x)=23295676)
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| 763 |
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731 train 7.571315 (lr=5.7012e-04) (hash(x)=25641033)
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732 train 7.677575 (lr=5.6737e-04) (hash(x)=22441379)
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733 train 7.562910 (lr=5.6463e-04) (hash(x)=27369437)
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734 train 7.600533 (lr=5.6189e-04) (hash(x)=24482272)
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735 train 7.717937 (lr=5.5916e-04) (hash(x)=24760900)
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736 train 7.625099 (lr=5.5643e-04) (hash(x)=23919156)
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737 train 7.531400 (lr=5.5371e-04) (hash(x)=21692546)
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738 train 7.540369 (lr=5.5100e-04) (hash(x)=27692087)
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739 train 7.684278 (lr=5.4828e-04) (hash(x)=22720391)
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740 train 7.480987 (lr=5.4558e-04) (hash(x)=26146560)
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| 773 |
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741 train 7.598684 (lr=5.4288e-04) (hash(x)=24376979)
|
| 774 |
+
742 train 7.637449 (lr=5.4018e-04) (hash(x)=22917712)
|
| 775 |
+
743 train 7.519206 (lr=5.3749e-04) (hash(x)=22244509)
|
| 776 |
+
744 train 7.525835 (lr=5.3481e-04) (hash(x)=25243385)
|
| 777 |
+
745 train 7.540352 (lr=5.3213e-04) (hash(x)=21831960)
|
| 778 |
+
746 train 7.548644 (lr=5.2946e-04) (hash(x)=24842373)
|
| 779 |
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747 train 7.459107 (lr=5.2679e-04) (hash(x)=24921535)
|
| 780 |
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748 train 7.538298 (lr=5.2413e-04) (hash(x)=24344615)
|
| 781 |
+
749 train 7.555773 (lr=5.2147e-04) (hash(x)=25381251)
|
| 782 |
+
750 val loss 7.6435
|
| 783 |
+
750 val perplexity 2087.0811
|
| 784 |
+
750 train 7.426806 (lr=5.1882e-04) (hash(x)=22887303)
|
| 785 |
+
751 train 7.637200 (lr=5.1618e-04) (hash(x)=25687352)
|
| 786 |
+
752 train 7.603520 (lr=5.1354e-04) (hash(x)=27791412)
|
| 787 |
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753 train 7.508053 (lr=5.1091e-04) (hash(x)=25221654)
|
| 788 |
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754 train 7.611265 (lr=5.0828e-04) (hash(x)=23243731)
|
| 789 |
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755 train 7.585793 (lr=5.0566e-04) (hash(x)=24469863)
|
| 790 |
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756 train 7.709322 (lr=5.0305e-04) (hash(x)=22484936)
|
| 791 |
+
757 train 7.624274 (lr=5.0044e-04) (hash(x)=25291413)
|
| 792 |
+
758 train 7.514065 (lr=4.9784e-04) (hash(x)=23952225)
|
| 793 |
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759 train 7.609661 (lr=4.9525e-04) (hash(x)=25744274)
|
| 794 |
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760 train 7.524535 (lr=4.9266e-04) (hash(x)=22616739)
|
| 795 |
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761 train 7.491142 (lr=4.9008e-04) (hash(x)=24246963)
|
| 796 |
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762 train 7.495816 (lr=4.8750e-04) (hash(x)=19407094)
|
| 797 |
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763 train 7.543560 (lr=4.8493e-04) (hash(x)=19724058)
|
| 798 |
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764 train 7.409759 (lr=4.8237e-04) (hash(x)=18836491)
|
| 799 |
+
765 train 7.453597 (lr=4.7981e-04) (hash(x)=20705649)
|
| 800 |
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766 train 7.684991 (lr=4.7726e-04) (hash(x)=21325875)
|
| 801 |
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767 train 7.725353 (lr=4.7472e-04) (hash(x)=24938685)
|
| 802 |
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768 train 7.664145 (lr=4.7219e-04) (hash(x)=25152403)
|
| 803 |
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769 train 7.790573 (lr=4.6966e-04) (hash(x)=21707000)
|
| 804 |
+
770 train 7.489848 (lr=4.6714e-04) (hash(x)=17952018)
|
| 805 |
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771 train 7.534187 (lr=4.6462e-04) (hash(x)=24948980)
|
| 806 |
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772 train 7.961640 (lr=4.6211e-04) (hash(x)=28012110)
|
| 807 |
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773 train 7.616504 (lr=4.5961e-04) (hash(x)=30773958)
|
| 808 |
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774 train 8.169166 (lr=4.5712e-04) (hash(x)=29481068)
|
| 809 |
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775 train 7.621696 (lr=4.5463e-04) (hash(x)=26769046)
|
| 810 |
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776 train 7.558432 (lr=4.5215e-04) (hash(x)=26755048)
|
| 811 |
+
777 train 7.532619 (lr=4.4968e-04) (hash(x)=18849656)
|
| 812 |
+
778 train 7.804156 (lr=4.4722e-04) (hash(x)=25449800)
|
| 813 |
+
779 train 8.266892 (lr=4.4476e-04) (hash(x)=24624950)
|
| 814 |
+
780 train 7.595702 (lr=4.4231e-04) (hash(x)=26174069)
|
| 815 |
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781 train 7.758444 (lr=4.3987e-04) (hash(x)=27299605)
|
| 816 |
+
782 train 7.701699 (lr=4.3743e-04) (hash(x)=24777273)
|
| 817 |
+
783 train 7.703703 (lr=4.3500e-04) (hash(x)=24113445)
|
| 818 |
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784 train 7.595399 (lr=4.3258e-04) (hash(x)=23970384)
|
| 819 |
+
785 train 7.794960 (lr=4.3017e-04) (hash(x)=32644465)
|
| 820 |
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786 train 7.904031 (lr=4.2776e-04) (hash(x)=29951548)
|
| 821 |
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787 train 7.643375 (lr=4.2537e-04) (hash(x)=25829219)
|
| 822 |
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788 train 7.690280 (lr=4.2298e-04) (hash(x)=20556094)
|
| 823 |
+
789 train 7.539969 (lr=4.2060e-04) (hash(x)=25194550)
|
| 824 |
+
790 train 7.658470 (lr=4.1822e-04) (hash(x)=28482186)
|
| 825 |
+
791 train 7.636584 (lr=4.1586e-04) (hash(x)=25941804)
|
| 826 |
+
792 train 7.630209 (lr=4.1350e-04) (hash(x)=27049208)
|
| 827 |
+
793 train 7.635911 (lr=4.1115e-04) (hash(x)=24075727)
|
| 828 |
+
794 train 7.726843 (lr=4.0880e-04) (hash(x)=25082806)
|
| 829 |
+
795 train 7.677123 (lr=4.0647e-04) (hash(x)=23104539)
|
| 830 |
+
796 train 7.593177 (lr=4.0414e-04) (hash(x)=25351113)
|
| 831 |
+
797 train 7.696551 (lr=4.0183e-04) (hash(x)=23018983)
|
| 832 |
+
798 train 7.615673 (lr=3.9952e-04) (hash(x)=25302106)
|
| 833 |
+
799 train 7.552928 (lr=3.9722e-04) (hash(x)=24422929)
|
| 834 |
+
800 val loss 7.6394
|
| 835 |
+
800 val perplexity 2078.4380
|
| 836 |
+
800 train 7.602225 (lr=3.9492e-04) (hash(x)=29052117)
|
| 837 |
+
801 train 7.616655 (lr=3.9264e-04) (hash(x)=23389696)
|
| 838 |
+
802 train 7.530201 (lr=3.9036e-04) (hash(x)=23962503)
|
| 839 |
+
803 train 7.641126 (lr=3.8809e-04) (hash(x)=29102969)
|
| 840 |
+
804 train 7.754502 (lr=3.8583e-04) (hash(x)=24948166)
|
| 841 |
+
805 train 7.708795 (lr=3.8358e-04) (hash(x)=28359859)
|
| 842 |
+
806 train 7.694516 (lr=3.8134e-04) (hash(x)=22360298)
|
| 843 |
+
807 train 7.780490 (lr=3.7910e-04) (hash(x)=24630955)
|
| 844 |
+
808 train 7.793565 (lr=3.7688e-04) (hash(x)=26897402)
|
| 845 |
+
809 train 7.729742 (lr=3.7466e-04) (hash(x)=22969113)
|
| 846 |
+
810 train 7.568577 (lr=3.7245e-04) (hash(x)=25205781)
|
| 847 |
+
811 train 7.600789 (lr=3.7026e-04) (hash(x)=27004415)
|
| 848 |
+
812 train 7.468259 (lr=3.6806e-04) (hash(x)=22974875)
|
| 849 |
+
813 train 7.545944 (lr=3.6588e-04) (hash(x)=22265063)
|
| 850 |
+
814 train 7.473920 (lr=3.6371e-04) (hash(x)=23312114)
|
| 851 |
+
815 train 7.594315 (lr=3.6155e-04) (hash(x)=26905990)
|
| 852 |
+
816 train 7.579319 (lr=3.5939e-04) (hash(x)=27089280)
|
| 853 |
+
817 train 7.558719 (lr=3.5725e-04) (hash(x)=24047679)
|
| 854 |
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818 train 7.615869 (lr=3.5511e-04) (hash(x)=25034684)
|
| 855 |
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819 train 7.780413 (lr=3.5298e-04) (hash(x)=26905582)
|
| 856 |
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820 train 7.461578 (lr=3.5086e-04) (hash(x)=21406950)
|
| 857 |
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821 train 7.479541 (lr=3.4875e-04) (hash(x)=29018970)
|
| 858 |
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822 train 7.455969 (lr=3.4665e-04) (hash(x)=20853530)
|
| 859 |
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823 train 7.533356 (lr=3.4456e-04) (hash(x)=24503315)
|
| 860 |
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824 train 7.552749 (lr=3.4248e-04) (hash(x)=23080074)
|
| 861 |
+
825 train 7.408076 (lr=3.4041e-04) (hash(x)=22607537)
|
| 862 |
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826 train 7.813303 (lr=3.3835e-04) (hash(x)=32179773)
|
| 863 |
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827 train 8.904925 (lr=3.3629e-04) (hash(x)=26690225)
|
| 864 |
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828 train 7.581406 (lr=3.3425e-04) (hash(x)=22109609)
|
| 865 |
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829 train 7.552256 (lr=3.3221e-04) (hash(x)=24226255)
|
| 866 |
+
830 train 7.599922 (lr=3.3019e-04) (hash(x)=23013573)
|
| 867 |
+
831 train 7.418430 (lr=3.2817e-04) (hash(x)=23622702)
|
| 868 |
+
832 train 7.602446 (lr=3.2617e-04) (hash(x)=21517429)
|
| 869 |
+
833 train 7.515487 (lr=3.2417e-04) (hash(x)=23910425)
|
| 870 |
+
834 train 7.649506 (lr=3.2219e-04) (hash(x)=24407484)
|
| 871 |
+
835 train 7.959629 (lr=3.2021e-04) (hash(x)=27213318)
|
| 872 |
+
836 train 7.580740 (lr=3.1824e-04) (hash(x)=25524191)
|
| 873 |
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837 train 7.609062 (lr=3.1629e-04) (hash(x)=26701577)
|
| 874 |
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838 train 7.449671 (lr=3.1434e-04) (hash(x)=22091266)
|
| 875 |
+
839 train 7.573025 (lr=3.1240e-04) (hash(x)=26216794)
|
| 876 |
+
840 train 7.506999 (lr=3.1047e-04) (hash(x)=20817340)
|
| 877 |
+
841 train 7.908933 (lr=3.0856e-04) (hash(x)=27579623)
|
| 878 |
+
842 train 7.441338 (lr=3.0665e-04) (hash(x)=21532187)
|
| 879 |
+
843 train 7.715135 (lr=3.0475e-04) (hash(x)=26086198)
|
| 880 |
+
844 train 7.559477 (lr=3.0286e-04) (hash(x)=23911729)
|
| 881 |
+
845 train 7.552556 (lr=3.0099e-04) (hash(x)=24863441)
|
| 882 |
+
846 train 7.976576 (lr=2.9912e-04) (hash(x)=28856978)
|
| 883 |
+
847 train 7.396081 (lr=2.9726e-04) (hash(x)=25236385)
|
| 884 |
+
848 train 7.666218 (lr=2.9542e-04) (hash(x)=24278687)
|
| 885 |
+
849 train 7.791800 (lr=2.9358e-04) (hash(x)=25330803)
|
| 886 |
+
850 val loss 7.6027
|
| 887 |
+
850 val perplexity 2003.6523
|
| 888 |
+
850 train 7.644930 (lr=2.9175e-04) (hash(x)=21568545)
|
| 889 |
+
851 train 7.554082 (lr=2.8994e-04) (hash(x)=22508532)
|
| 890 |
+
852 train 7.597363 (lr=2.8813e-04) (hash(x)=24850662)
|
| 891 |
+
853 train 7.578736 (lr=2.8634e-04) (hash(x)=21799261)
|
| 892 |
+
854 train 7.748252 (lr=2.8455e-04) (hash(x)=24884891)
|
| 893 |
+
855 train 7.563586 (lr=2.8278e-04) (hash(x)=26311168)
|
| 894 |
+
856 train 7.622894 (lr=2.8102e-04) (hash(x)=27549895)
|
| 895 |
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857 train 7.316123 (lr=2.7926e-04) (hash(x)=20977430)
|
| 896 |
+
858 train 7.454205 (lr=2.7752e-04) (hash(x)=23448855)
|
| 897 |
+
859 train 7.651011 (lr=2.7579e-04) (hash(x)=26941617)
|
| 898 |
+
860 train 7.828688 (lr=2.7407e-04) (hash(x)=26953192)
|
| 899 |
+
861 train 7.772452 (lr=2.7236e-04) (hash(x)=30008957)
|
| 900 |
+
862 train 7.694398 (lr=2.7066e-04) (hash(x)=27069893)
|
| 901 |
+
863 train 7.599497 (lr=2.6897e-04) (hash(x)=27125962)
|
| 902 |
+
864 train 7.435337 (lr=2.6729e-04) (hash(x)=23341415)
|
| 903 |
+
865 train 7.534457 (lr=2.6562e-04) (hash(x)=25888358)
|
| 904 |
+
866 train 7.691815 (lr=2.6396e-04) (hash(x)=26761645)
|
| 905 |
+
867 train 7.599608 (lr=2.6232e-04) (hash(x)=21725719)
|
| 906 |
+
868 train 7.509883 (lr=2.6068e-04) (hash(x)=25746493)
|
| 907 |
+
869 train 7.517783 (lr=2.5906e-04) (hash(x)=21669704)
|
| 908 |
+
870 train 7.454368 (lr=2.5745e-04) (hash(x)=21167493)
|
| 909 |
+
871 train 7.541224 (lr=2.5584e-04) (hash(x)=23166993)
|
| 910 |
+
872 train 7.498191 (lr=2.5425e-04) (hash(x)=23947208)
|
| 911 |
+
873 train 7.617319 (lr=2.5267e-04) (hash(x)=26235974)
|
| 912 |
+
874 train 7.867727 (lr=2.5110e-04) (hash(x)=29822604)
|
| 913 |
+
875 train 7.494525 (lr=2.4955e-04) (hash(x)=25426430)
|
| 914 |
+
876 train 7.494351 (lr=2.4800e-04) (hash(x)=26043735)
|
| 915 |
+
877 train 7.440683 (lr=2.4646e-04) (hash(x)=22966314)
|
| 916 |
+
878 train 7.718173 (lr=2.4494e-04) (hash(x)=27944619)
|
| 917 |
+
879 train 7.501267 (lr=2.4343e-04) (hash(x)=23448505)
|
| 918 |
+
880 train 7.522300 (lr=2.4192e-04) (hash(x)=24205942)
|
| 919 |
+
881 train 7.437175 (lr=2.4043e-04) (hash(x)=26330693)
|
| 920 |
+
882 train 7.437334 (lr=2.3895e-04) (hash(x)=24844466)
|
| 921 |
+
883 train 7.418519 (lr=2.3749e-04) (hash(x)=29550596)
|
| 922 |
+
884 train 7.493869 (lr=2.3603e-04) (hash(x)=20506540)
|
| 923 |
+
885 train 7.511559 (lr=2.3458e-04) (hash(x)=22124892)
|
| 924 |
+
886 train 7.489201 (lr=2.3315e-04) (hash(x)=24867036)
|
| 925 |
+
887 train 7.527057 (lr=2.3173e-04) (hash(x)=25607640)
|
| 926 |
+
888 train 7.531439 (lr=2.3032e-04) (hash(x)=26176930)
|
| 927 |
+
889 train 7.256721 (lr=2.2892e-04) (hash(x)=23795894)
|
| 928 |
+
890 train 7.188067 (lr=2.2753e-04) (hash(x)=23756298)
|
| 929 |
+
891 train 7.410231 (lr=2.2615e-04) (hash(x)=24165449)
|
| 930 |
+
892 train 7.440681 (lr=2.2479e-04) (hash(x)=26643739)
|
| 931 |
+
893 train 7.608705 (lr=2.2344e-04) (hash(x)=24697756)
|
| 932 |
+
894 train 7.523702 (lr=2.2209e-04) (hash(x)=24431101)
|
| 933 |
+
895 train 7.661815 (lr=2.2076e-04) (hash(x)=27218899)
|
| 934 |
+
896 train 7.464298 (lr=2.1945e-04) (hash(x)=29462219)
|
| 935 |
+
897 train 7.510637 (lr=2.1814e-04) (hash(x)=24748522)
|
| 936 |
+
898 train 7.514422 (lr=2.1685e-04) (hash(x)=24843486)
|
| 937 |
+
899 train 7.654904 (lr=2.1556e-04) (hash(x)=24965317)
|
| 938 |
+
900 val loss 7.5896
|
| 939 |
+
900 val perplexity 1977.5272
|
| 940 |
+
900 train 7.412416 (lr=2.1429e-04) (hash(x)=26584754)
|
| 941 |
+
901 train 7.354466 (lr=2.1303e-04) (hash(x)=22031210)
|
| 942 |
+
902 train 7.544207 (lr=2.1179e-04) (hash(x)=24860582)
|
| 943 |
+
903 train 7.474760 (lr=2.1055e-04) (hash(x)=25877990)
|
| 944 |
+
904 train 7.518291 (lr=2.0933e-04) (hash(x)=24970646)
|
| 945 |
+
905 train 7.561033 (lr=2.0812e-04) (hash(x)=24382381)
|
| 946 |
+
906 train 7.468290 (lr=2.0692e-04) (hash(x)=25221746)
|
| 947 |
+
907 train 7.442141 (lr=2.0573e-04) (hash(x)=24551999)
|
| 948 |
+
908 train 7.471278 (lr=2.0455e-04) (hash(x)=28151378)
|
| 949 |
+
909 train 7.609212 (lr=2.0339e-04) (hash(x)=25765516)
|
| 950 |
+
910 train 7.589880 (lr=2.0224e-04) (hash(x)=25630696)
|
| 951 |
+
911 train 7.567298 (lr=2.0110e-04) (hash(x)=25204247)
|
| 952 |
+
912 train 7.632396 (lr=1.9997e-04) (hash(x)=26326447)
|
| 953 |
+
913 train 7.610932 (lr=1.9885e-04) (hash(x)=26321813)
|
| 954 |
+
914 train 7.556074 (lr=1.9775e-04) (hash(x)=25400396)
|
| 955 |
+
915 train 7.546350 (lr=1.9666e-04) (hash(x)=25528323)
|
| 956 |
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916 train 7.556988 (lr=1.9558e-04) (hash(x)=24035353)
|
| 957 |
+
917 train 7.555608 (lr=1.9451e-04) (hash(x)=25114729)
|
| 958 |
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918 train 7.449489 (lr=1.9346e-04) (hash(x)=21634962)
|
| 959 |
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919 train 7.586897 (lr=1.9242e-04) (hash(x)=31341964)
|
| 960 |
+
920 train 7.489885 (lr=1.9139e-04) (hash(x)=29172813)
|
| 961 |
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921 train 7.666150 (lr=1.9037e-04) (hash(x)=26326024)
|
| 962 |
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922 train 7.441479 (lr=1.8936e-04) (hash(x)=20140071)
|
| 963 |
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923 train 7.534974 (lr=1.8837e-04) (hash(x)=27273311)
|
| 964 |
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924 train 7.621279 (lr=1.8739e-04) (hash(x)=31276487)
|
| 965 |
+
925 train 7.339494 (lr=1.8642e-04) (hash(x)=17819313)
|
| 966 |
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926 train 7.679044 (lr=1.8547e-04) (hash(x)=25843618)
|
| 967 |
+
927 train 7.617510 (lr=1.8452e-04) (hash(x)=23769243)
|
| 968 |
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928 train 7.541837 (lr=1.8359e-04) (hash(x)=28731298)
|
| 969 |
+
929 train 7.643688 (lr=1.8267e-04) (hash(x)=23788738)
|
| 970 |
+
930 train 7.493644 (lr=1.8176e-04) (hash(x)=26599031)
|
| 971 |
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931 train 7.593131 (lr=1.8087e-04) (hash(x)=24818744)
|
| 972 |
+
932 train 7.499806 (lr=1.7999e-04) (hash(x)=23053871)
|
| 973 |
+
933 train 7.440404 (lr=1.7912e-04) (hash(x)=23472795)
|
| 974 |
+
934 train 7.986732 (lr=1.7826e-04) (hash(x)=29748225)
|
| 975 |
+
935 train 7.711870 (lr=1.7742e-04) (hash(x)=24991832)
|
| 976 |
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936 train 7.733427 (lr=1.7659e-04) (hash(x)=23681545)
|
| 977 |
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937 train 7.512547 (lr=1.7577e-04) (hash(x)=22424066)
|
| 978 |
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938 train 7.523259 (lr=1.7496e-04) (hash(x)=25262748)
|
| 979 |
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939 train 7.494957 (lr=1.7417e-04) (hash(x)=26474878)
|
| 980 |
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940 train 7.693963 (lr=1.7339e-04) (hash(x)=23930593)
|
| 981 |
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941 train 7.477695 (lr=1.7262e-04) (hash(x)=22704349)
|
| 982 |
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942 train 7.565039 (lr=1.7186e-04) (hash(x)=24801048)
|
| 983 |
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943 train 7.518791 (lr=1.7112e-04) (hash(x)=22293673)
|
| 984 |
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944 train 7.566538 (lr=1.7039e-04) (hash(x)=23311934)
|
| 985 |
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945 train 7.547297 (lr=1.6967e-04) (hash(x)=21785487)
|
| 986 |
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946 train 7.447145 (lr=1.6896e-04) (hash(x)=22981456)
|
| 987 |
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947 train 7.701120 (lr=1.6827e-04) (hash(x)=25251063)
|
| 988 |
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948 train 7.516181 (lr=1.6759e-04) (hash(x)=25796422)
|
| 989 |
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949 train 7.438559 (lr=1.6692e-04) (hash(x)=22722211)
|
| 990 |
+
950 val loss 7.5807
|
| 991 |
+
950 val perplexity 1959.9583
|
| 992 |
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950 train 7.525630 (lr=1.6627e-04) (hash(x)=24296755)
|
| 993 |
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951 train 7.529128 (lr=1.6563e-04) (hash(x)=24522269)
|
| 994 |
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952 train 7.542082 (lr=1.6500e-04) (hash(x)=25617184)
|
| 995 |
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953 train 7.444283 (lr=1.6438e-04) (hash(x)=23329475)
|
| 996 |
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954 train 7.545440 (lr=1.6378e-04) (hash(x)=30652062)
|
| 997 |
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955 train 7.501037 (lr=1.6319e-04) (hash(x)=24735165)
|
| 998 |
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956 train 7.317701 (lr=1.6261e-04) (hash(x)=23795686)
|
| 999 |
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957 train 7.368524 (lr=1.6205e-04) (hash(x)=27002892)
|
| 1000 |
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958 train 7.426277 (lr=1.6149e-04) (hash(x)=21189101)
|
| 1001 |
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959 train 7.341558 (lr=1.6095e-04) (hash(x)=23499349)
|
| 1002 |
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960 train 7.885412 (lr=1.6043e-04) (hash(x)=26807896)
|
| 1003 |
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961 train 7.509871 (lr=1.5991e-04) (hash(x)=22461589)
|
| 1004 |
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962 train 7.560937 (lr=1.5941e-04) (hash(x)=26904123)
|
| 1005 |
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963 train 7.412053 (lr=1.5893e-04) (hash(x)=26415040)
|
| 1006 |
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964 train 7.681058 (lr=1.5845e-04) (hash(x)=24463181)
|
| 1007 |
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965 train 7.718406 (lr=1.5799e-04) (hash(x)=26349465)
|
| 1008 |
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966 train 7.361156 (lr=1.5754e-04) (hash(x)=21205988)
|
| 1009 |
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967 train 7.416436 (lr=1.5710e-04) (hash(x)=21596677)
|
| 1010 |
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968 train 7.515753 (lr=1.5668e-04) (hash(x)=23575666)
|
| 1011 |
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969 train 7.338404 (lr=1.5627e-04) (hash(x)=24117012)
|
| 1012 |
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970 train 7.421603 (lr=1.5587e-04) (hash(x)=26013014)
|
| 1013 |
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971 train 7.563095 (lr=1.5549e-04) (hash(x)=24105761)
|
| 1014 |
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972 train 7.443137 (lr=1.5512e-04) (hash(x)=20369133)
|
| 1015 |
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973 train 7.469945 (lr=1.5476e-04) (hash(x)=25725049)
|
| 1016 |
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974 train 7.313016 (lr=1.5441e-04) (hash(x)=19808118)
|
| 1017 |
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975 train 7.260711 (lr=1.5408e-04) (hash(x)=22892776)
|
| 1018 |
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976 train 7.443898 (lr=1.5376e-04) (hash(x)=23736780)
|
| 1019 |
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977 train 7.389701 (lr=1.5345e-04) (hash(x)=21630383)
|
| 1020 |
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978 train 7.587798 (lr=1.5316e-04) (hash(x)=25397467)
|
| 1021 |
+
979 train 7.344945 (lr=1.5288e-04) (hash(x)=24727094)
|
| 1022 |
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980 train 7.435334 (lr=1.5261e-04) (hash(x)=23951182)
|
| 1023 |
+
981 train 7.373097 (lr=1.5236e-04) (hash(x)=22835000)
|
| 1024 |
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982 train 7.557577 (lr=1.5212e-04) (hash(x)=28767849)
|
| 1025 |
+
983 train 7.546004 (lr=1.5189e-04) (hash(x)=22839049)
|
| 1026 |
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984 train 7.461970 (lr=1.5167e-04) (hash(x)=19930900)
|
| 1027 |
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985 train 7.362316 (lr=1.5147e-04) (hash(x)=20654136)
|
| 1028 |
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986 train 7.551844 (lr=1.5128e-04) (hash(x)=28495621)
|
| 1029 |
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987 train 7.705873 (lr=1.5110e-04) (hash(x)=26776000)
|
| 1030 |
+
988 train 7.370848 (lr=1.5094e-04) (hash(x)=21584429)
|
| 1031 |
+
989 train 7.170113 (lr=1.5079e-04) (hash(x)=22560658)
|
| 1032 |
+
990 train 7.764584 (lr=1.5065e-04) (hash(x)=25276565)
|
| 1033 |
+
991 train 7.555707 (lr=1.5053e-04) (hash(x)=25995933)
|
| 1034 |
+
992 train 7.618915 (lr=1.5042e-04) (hash(x)=24163910)
|
| 1035 |
+
993 train 7.571279 (lr=1.5032e-04) (hash(x)=24635394)
|
| 1036 |
+
994 train 7.673279 (lr=1.5024e-04) (hash(x)=22556381)
|
| 1037 |
+
995 train 7.737123 (lr=1.5016e-04) (hash(x)=27537228)
|
| 1038 |
+
996 train 7.549344 (lr=1.5010e-04) (hash(x)=20883633)
|
| 1039 |
+
997 train 7.699744 (lr=1.5006e-04) (hash(x)=26496730)
|
| 1040 |
+
998 train 7.343485 (lr=1.5003e-04) (hash(x)=20342150)
|
| 1041 |
+
999 val loss 7.5731
|
| 1042 |
+
999 val perplexity 1945.2418
|
| 1043 |
+
999 train 7.343350 (lr=1.5001e-04) (hash(x)=16533310)
|
lr1.5e-3_total_batch_size20480_seq_len512/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:039f64b8661e9fe94d6103349581e4b14cf6e740c8219009f2c531e7d9b87ca1
|
| 3 |
+
size 48156226
|
lr1.5e-3_total_batch_size20480_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dd114f5d7b87b1c672eb2282deddb7c2866473ae6b282dfd619d61b563aa66cd
|
| 3 |
+
size 71157574
|