Upload folder using huggingface_hub
Browse files- lr2e-4_total_batch_size10240_seq_len256/args.json +1 -0
- lr2e-4_total_batch_size10240_seq_len256/dataloader_00999.pt +3 -0
- lr2e-4_total_batch_size10240_seq_len256/log2.txt +1043 -0
- lr2e-4_total_batch_size10240_seq_len256/model_00999.pt +3 -0
- lr2e-4_total_batch_size10240_seq_len256/optimizer_00999.pt +3 -0
lr2e-4_total_batch_size10240_seq_len256/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr2e-4_total_batch_size10240_seq_len256", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": null, "total_batch_size": 10240, "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": 0.0002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr2e-4_total_batch_size10240_seq_len256/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3b9fd0bfa27ab267155e5ae2bb7e7ccf3640df9cfec6890472ce93f6d886a52e
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size 964
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lr2e-4_total_batch_size10240_seq_len256/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7488
|
| 3 |
+
0 val perplexity 126607.6172
|
| 4 |
+
0 train 11.749471 (lr=6.9930e-07) (hash(x)=12683395)
|
| 5 |
+
1 train 11.743154 (lr=1.3986e-06) (hash(x)=12136211)
|
| 6 |
+
2 train 11.733978 (lr=2.0979e-06) (hash(x)=13068552)
|
| 7 |
+
3 train 11.750169 (lr=2.7972e-06) (hash(x)=9915468)
|
| 8 |
+
4 train 11.752558 (lr=3.4965e-06) (hash(x)=12164183)
|
| 9 |
+
5 train 11.750552 (lr=4.1958e-06) (hash(x)=13629277)
|
| 10 |
+
6 train 11.726274 (lr=4.8951e-06) (hash(x)=13413021)
|
| 11 |
+
7 train 11.725346 (lr=5.5944e-06) (hash(x)=12684830)
|
| 12 |
+
8 train 11.688498 (lr=6.2937e-06) (hash(x)=13262550)
|
| 13 |
+
9 train 11.694875 (lr=6.9930e-06) (hash(x)=12003126)
|
| 14 |
+
10 train 11.672234 (lr=7.6923e-06) (hash(x)=14144015)
|
| 15 |
+
11 train 11.664067 (lr=8.3916e-06) (hash(x)=12014715)
|
| 16 |
+
12 train 11.613773 (lr=9.0909e-06) (hash(x)=14912984)
|
| 17 |
+
13 train 11.589005 (lr=9.7902e-06) (hash(x)=9492167)
|
| 18 |
+
14 train 11.592712 (lr=1.0490e-05) (hash(x)=15241928)
|
| 19 |
+
15 train 11.516011 (lr=1.1189e-05) (hash(x)=12595649)
|
| 20 |
+
16 train 11.510752 (lr=1.1888e-05) (hash(x)=15162520)
|
| 21 |
+
17 train 11.505452 (lr=1.2587e-05) (hash(x)=11980631)
|
| 22 |
+
18 train 11.502942 (lr=1.3287e-05) (hash(x)=13172222)
|
| 23 |
+
19 train 11.474338 (lr=1.3986e-05) (hash(x)=11101031)
|
| 24 |
+
20 train 11.431174 (lr=1.4685e-05) (hash(x)=13275746)
|
| 25 |
+
21 train 11.373371 (lr=1.5385e-05) (hash(x)=14316349)
|
| 26 |
+
22 train 11.361119 (lr=1.6084e-05) (hash(x)=14143687)
|
| 27 |
+
23 train 11.350359 (lr=1.6783e-05) (hash(x)=12036401)
|
| 28 |
+
24 train 11.302754 (lr=1.7483e-05) (hash(x)=11143776)
|
| 29 |
+
25 train 11.254465 (lr=1.8182e-05) (hash(x)=12337125)
|
| 30 |
+
26 train 11.242458 (lr=1.8881e-05) (hash(x)=10700109)
|
| 31 |
+
27 train 11.173590 (lr=1.9580e-05) (hash(x)=11823810)
|
| 32 |
+
28 train 11.164010 (lr=2.0280e-05) (hash(x)=12070591)
|
| 33 |
+
29 train 11.088997 (lr=2.0979e-05) (hash(x)=13033959)
|
| 34 |
+
30 train 11.063822 (lr=2.1678e-05) (hash(x)=10786770)
|
| 35 |
+
31 train 10.988603 (lr=2.2378e-05) (hash(x)=13549925)
|
| 36 |
+
32 train 10.833302 (lr=2.3077e-05) (hash(x)=14101838)
|
| 37 |
+
33 train 10.938073 (lr=2.3776e-05) (hash(x)=14220701)
|
| 38 |
+
34 train 10.810691 (lr=2.4476e-05) (hash(x)=14571180)
|
| 39 |
+
35 train 10.786020 (lr=2.5175e-05) (hash(x)=13252262)
|
| 40 |
+
36 train 10.680337 (lr=2.5874e-05) (hash(x)=13676730)
|
| 41 |
+
37 train 10.682432 (lr=2.6573e-05) (hash(x)=14638145)
|
| 42 |
+
38 train 10.593128 (lr=2.7273e-05) (hash(x)=14385711)
|
| 43 |
+
39 train 10.657967 (lr=2.7972e-05) (hash(x)=13749054)
|
| 44 |
+
40 train 10.635027 (lr=2.8671e-05) (hash(x)=12469703)
|
| 45 |
+
41 train 10.565075 (lr=2.9371e-05) (hash(x)=12681760)
|
| 46 |
+
42 train 10.555275 (lr=3.0070e-05) (hash(x)=12423697)
|
| 47 |
+
43 train 10.442893 (lr=3.0769e-05) (hash(x)=14461706)
|
| 48 |
+
44 train 10.473587 (lr=3.1469e-05) (hash(x)=13727016)
|
| 49 |
+
45 train 10.349246 (lr=3.2168e-05) (hash(x)=14235218)
|
| 50 |
+
46 train 10.411022 (lr=3.2867e-05) (hash(x)=12501568)
|
| 51 |
+
47 train 10.461914 (lr=3.3566e-05) (hash(x)=11735995)
|
| 52 |
+
48 train 10.496268 (lr=3.4266e-05) (hash(x)=11569945)
|
| 53 |
+
49 train 10.336614 (lr=3.4965e-05) (hash(x)=11641112)
|
| 54 |
+
50 val loss 10.3398
|
| 55 |
+
50 val perplexity 30940.9590
|
| 56 |
+
50 train 10.346021 (lr=3.5664e-05) (hash(x)=11536784)
|
| 57 |
+
51 train 10.397942 (lr=3.6364e-05) (hash(x)=12231701)
|
| 58 |
+
52 train 10.321541 (lr=3.7063e-05) (hash(x)=13521301)
|
| 59 |
+
53 train 10.209512 (lr=3.7762e-05) (hash(x)=10175470)
|
| 60 |
+
54 train 10.311617 (lr=3.8462e-05) (hash(x)=13903066)
|
| 61 |
+
55 train 10.509489 (lr=3.9161e-05) (hash(x)=14117945)
|
| 62 |
+
56 train 10.251172 (lr=3.9860e-05) (hash(x)=14851356)
|
| 63 |
+
57 train 10.279968 (lr=4.0559e-05) (hash(x)=13116544)
|
| 64 |
+
58 train 10.238316 (lr=4.1259e-05) (hash(x)=16366718)
|
| 65 |
+
59 train 10.225586 (lr=4.1958e-05) (hash(x)=12678303)
|
| 66 |
+
60 train 10.124987 (lr=4.2657e-05) (hash(x)=11144768)
|
| 67 |
+
61 train 10.228955 (lr=4.3357e-05) (hash(x)=11927462)
|
| 68 |
+
62 train 10.141272 (lr=4.4056e-05) (hash(x)=10418366)
|
| 69 |
+
63 train 10.209117 (lr=4.4755e-05) (hash(x)=12758461)
|
| 70 |
+
64 train 10.231982 (lr=4.5455e-05) (hash(x)=11680802)
|
| 71 |
+
65 train 10.238916 (lr=4.6154e-05) (hash(x)=11946230)
|
| 72 |
+
66 train 10.147930 (lr=4.6853e-05) (hash(x)=11704519)
|
| 73 |
+
67 train 10.051651 (lr=4.7552e-05) (hash(x)=13701311)
|
| 74 |
+
68 train 10.110293 (lr=4.8252e-05) (hash(x)=12751615)
|
| 75 |
+
69 train 10.110296 (lr=4.8951e-05) (hash(x)=11198382)
|
| 76 |
+
70 train 10.166554 (lr=4.9650e-05) (hash(x)=16075171)
|
| 77 |
+
71 train 10.147088 (lr=5.0350e-05) (hash(x)=14346433)
|
| 78 |
+
72 train 10.122236 (lr=5.1049e-05) (hash(x)=12888806)
|
| 79 |
+
73 train 10.209002 (lr=5.1748e-05) (hash(x)=17855984)
|
| 80 |
+
74 train 10.154438 (lr=5.2448e-05) (hash(x)=9616381)
|
| 81 |
+
75 train 10.320233 (lr=5.3147e-05) (hash(x)=18910052)
|
| 82 |
+
76 train 10.131425 (lr=5.3846e-05) (hash(x)=12769596)
|
| 83 |
+
77 train 10.090733 (lr=5.4545e-05) (hash(x)=11885403)
|
| 84 |
+
78 train 10.086129 (lr=5.5245e-05) (hash(x)=12476514)
|
| 85 |
+
79 train 10.065707 (lr=5.5944e-05) (hash(x)=12508350)
|
| 86 |
+
80 train 9.959964 (lr=5.6643e-05) (hash(x)=10745637)
|
| 87 |
+
81 train 10.015217 (lr=5.7343e-05) (hash(x)=10862804)
|
| 88 |
+
82 train 10.030217 (lr=5.8042e-05) (hash(x)=15075084)
|
| 89 |
+
83 train 9.944746 (lr=5.8741e-05) (hash(x)=14043988)
|
| 90 |
+
84 train 9.816319 (lr=5.9441e-05) (hash(x)=12667924)
|
| 91 |
+
85 train 9.823545 (lr=6.0140e-05) (hash(x)=11916406)
|
| 92 |
+
86 train 9.854385 (lr=6.0839e-05) (hash(x)=13406195)
|
| 93 |
+
87 train 9.873839 (lr=6.1538e-05) (hash(x)=11968227)
|
| 94 |
+
88 train 9.926235 (lr=6.2238e-05) (hash(x)=11927490)
|
| 95 |
+
89 train 9.846236 (lr=6.2937e-05) (hash(x)=13290191)
|
| 96 |
+
90 train 9.819974 (lr=6.3636e-05) (hash(x)=11771253)
|
| 97 |
+
91 train 9.853929 (lr=6.4336e-05) (hash(x)=15670776)
|
| 98 |
+
92 train 9.750486 (lr=6.5035e-05) (hash(x)=11306133)
|
| 99 |
+
93 train 9.847816 (lr=6.5734e-05) (hash(x)=14358384)
|
| 100 |
+
94 train 9.733951 (lr=6.6434e-05) (hash(x)=10267428)
|
| 101 |
+
95 train 9.803350 (lr=6.7133e-05) (hash(x)=11289341)
|
| 102 |
+
96 train 9.725645 (lr=6.7832e-05) (hash(x)=14062293)
|
| 103 |
+
97 train 9.810717 (lr=6.8531e-05) (hash(x)=14736057)
|
| 104 |
+
98 train 9.894498 (lr=6.9231e-05) (hash(x)=16036112)
|
| 105 |
+
99 train 9.869472 (lr=6.9930e-05) (hash(x)=11482477)
|
| 106 |
+
100 val loss 9.7314
|
| 107 |
+
100 val perplexity 16837.6836
|
| 108 |
+
100 train 9.785767 (lr=7.0629e-05) (hash(x)=12742648)
|
| 109 |
+
101 train 9.693295 (lr=7.1329e-05) (hash(x)=15429973)
|
| 110 |
+
102 train 9.772370 (lr=7.2028e-05) (hash(x)=13972190)
|
| 111 |
+
103 train 9.730985 (lr=7.2727e-05) (hash(x)=10345057)
|
| 112 |
+
104 train 9.695408 (lr=7.3427e-05) (hash(x)=11609727)
|
| 113 |
+
105 train 9.654381 (lr=7.4126e-05) (hash(x)=10816510)
|
| 114 |
+
106 train 9.581069 (lr=7.4825e-05) (hash(x)=11801604)
|
| 115 |
+
107 train 9.672201 (lr=7.5524e-05) (hash(x)=11157124)
|
| 116 |
+
108 train 9.708123 (lr=7.6224e-05) (hash(x)=11666699)
|
| 117 |
+
109 train 9.572017 (lr=7.6923e-05) (hash(x)=12349897)
|
| 118 |
+
110 train 9.613996 (lr=7.7622e-05) (hash(x)=11648826)
|
| 119 |
+
111 train 9.601323 (lr=7.8322e-05) (hash(x)=10750452)
|
| 120 |
+
112 train 9.526505 (lr=7.9021e-05) (hash(x)=12114386)
|
| 121 |
+
113 train 9.608311 (lr=7.9720e-05) (hash(x)=11859950)
|
| 122 |
+
114 train 9.456744 (lr=8.0420e-05) (hash(x)=12837162)
|
| 123 |
+
115 train 9.595715 (lr=8.1119e-05) (hash(x)=8921601)
|
| 124 |
+
116 train 9.352226 (lr=8.1818e-05) (hash(x)=9125058)
|
| 125 |
+
117 train 9.387005 (lr=8.2517e-05) (hash(x)=11333049)
|
| 126 |
+
118 train 9.447655 (lr=8.3217e-05) (hash(x)=13807539)
|
| 127 |
+
119 train 9.432055 (lr=8.3916e-05) (hash(x)=12165500)
|
| 128 |
+
120 train 9.509651 (lr=8.4615e-05) (hash(x)=14343620)
|
| 129 |
+
121 train 9.457852 (lr=8.5315e-05) (hash(x)=13153948)
|
| 130 |
+
122 train 9.449279 (lr=8.6014e-05) (hash(x)=14497853)
|
| 131 |
+
123 train 9.428129 (lr=8.6713e-05) (hash(x)=13569316)
|
| 132 |
+
124 train 9.460892 (lr=8.7413e-05) (hash(x)=14212041)
|
| 133 |
+
125 train 9.453527 (lr=8.8112e-05) (hash(x)=11456278)
|
| 134 |
+
126 train 9.269216 (lr=8.8811e-05) (hash(x)=13563812)
|
| 135 |
+
127 train 9.331639 (lr=8.9510e-05) (hash(x)=14043713)
|
| 136 |
+
128 train 9.361615 (lr=9.0210e-05) (hash(x)=13968786)
|
| 137 |
+
129 train 9.378619 (lr=9.0909e-05) (hash(x)=11896948)
|
| 138 |
+
130 train 9.349016 (lr=9.1608e-05) (hash(x)=13298324)
|
| 139 |
+
131 train 9.330015 (lr=9.2308e-05) (hash(x)=11969650)
|
| 140 |
+
132 train 9.206083 (lr=9.3007e-05) (hash(x)=12021926)
|
| 141 |
+
133 train 9.170892 (lr=9.3706e-05) (hash(x)=14387351)
|
| 142 |
+
134 train 9.185492 (lr=9.4406e-05) (hash(x)=13939547)
|
| 143 |
+
135 train 8.938717 (lr=9.5105e-05) (hash(x)=13680255)
|
| 144 |
+
136 train 9.213625 (lr=9.5804e-05) (hash(x)=10982564)
|
| 145 |
+
137 train 9.315022 (lr=9.6503e-05) (hash(x)=11875534)
|
| 146 |
+
138 train 9.291365 (lr=9.7203e-05) (hash(x)=13390260)
|
| 147 |
+
139 train 9.238653 (lr=9.7902e-05) (hash(x)=13871675)
|
| 148 |
+
140 train 9.082945 (lr=9.8601e-05) (hash(x)=10728444)
|
| 149 |
+
141 train 9.092201 (lr=9.9301e-05) (hash(x)=13389922)
|
| 150 |
+
142 train 9.149725 (lr=1.0000e-04) (hash(x)=13458742)
|
| 151 |
+
143 train 9.079385 (lr=1.0070e-04) (hash(x)=12263431)
|
| 152 |
+
144 train 9.129459 (lr=1.0140e-04) (hash(x)=12377887)
|
| 153 |
+
145 train 9.077869 (lr=1.0210e-04) (hash(x)=10141365)
|
| 154 |
+
146 train 9.085869 (lr=1.0280e-04) (hash(x)=13965689)
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147 train 9.015737 (lr=1.0350e-04) (hash(x)=12414778)
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148 train 8.965915 (lr=1.0420e-04) (hash(x)=9727144)
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149 train 9.016699 (lr=1.0490e-04) (hash(x)=11738134)
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150 val loss 8.9729
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| 159 |
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150 val perplexity 7886.8335
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150 train 9.310808 (lr=1.0559e-04) (hash(x)=14924380)
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151 train 8.940922 (lr=1.0629e-04) (hash(x)=14443665)
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153 train 8.956676 (lr=1.0769e-04) (hash(x)=13435160)
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158 train 8.931254 (lr=1.1119e-04) (hash(x)=12027838)
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189 train 8.419795 (lr=1.3287e-04) (hash(x)=13505144)
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190 train 8.475689 (lr=1.3357e-04) (hash(x)=13370946)
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191 train 8.463377 (lr=1.3427e-04) (hash(x)=13340443)
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192 train 8.470586 (lr=1.3497e-04) (hash(x)=12806141)
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198 train 8.353140 (lr=1.3916e-04) (hash(x)=13592858)
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199 train 8.450720 (lr=1.3986e-04) (hash(x)=13025742)
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200 val loss 8.3073
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| 211 |
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200 val perplexity 4053.1631
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| 212 |
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200 train 8.298951 (lr=1.4056e-04) (hash(x)=12152419)
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201 train 8.552971 (lr=1.4126e-04) (hash(x)=15100390)
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206 train 8.243004 (lr=1.4476e-04) (hash(x)=11375930)
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207 train 8.327666 (lr=1.4545e-04) (hash(x)=13155663)
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208 train 8.249639 (lr=1.4615e-04) (hash(x)=13404244)
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209 train 8.260911 (lr=1.4685e-04) (hash(x)=13309898)
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211 train 8.113143 (lr=1.4825e-04) (hash(x)=9157946)
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212 train 8.151432 (lr=1.4895e-04) (hash(x)=11837703)
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213 train 8.072153 (lr=1.4965e-04) (hash(x)=12222186)
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214 train 8.111135 (lr=1.5035e-04) (hash(x)=12588150)
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215 train 8.143168 (lr=1.5105e-04) (hash(x)=13872294)
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216 train 8.026382 (lr=1.5175e-04) (hash(x)=10621792)
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217 train 8.099649 (lr=1.5245e-04) (hash(x)=11824400)
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218 train 8.126266 (lr=1.5315e-04) (hash(x)=12495032)
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219 train 8.119047 (lr=1.5385e-04) (hash(x)=12773612)
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220 train 8.134309 (lr=1.5455e-04) (hash(x)=10808441)
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221 train 8.140932 (lr=1.5524e-04) (hash(x)=12794078)
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222 train 8.026840 (lr=1.5594e-04) (hash(x)=11328897)
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223 train 8.109459 (lr=1.5664e-04) (hash(x)=12235713)
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224 train 8.017649 (lr=1.5734e-04) (hash(x)=11512364)
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225 train 7.994483 (lr=1.5804e-04) (hash(x)=10270693)
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226 train 7.862049 (lr=1.5874e-04) (hash(x)=12380104)
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227 train 7.923952 (lr=1.5944e-04) (hash(x)=13686441)
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228 train 8.323906 (lr=1.6014e-04) (hash(x)=14151557)
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229 train 8.162612 (lr=1.6084e-04) (hash(x)=13567687)
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230 train 8.024878 (lr=1.6154e-04) (hash(x)=12718282)
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231 train 7.979778 (lr=1.6224e-04) (hash(x)=13214962)
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232 train 7.972181 (lr=1.6294e-04) (hash(x)=10855282)
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233 train 8.099891 (lr=1.6364e-04) (hash(x)=12404167)
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234 train 8.173978 (lr=1.6434e-04) (hash(x)=13017256)
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235 train 7.932282 (lr=1.6503e-04) (hash(x)=12602681)
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236 train 7.829520 (lr=1.6573e-04) (hash(x)=11916856)
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237 train 8.061350 (lr=1.6643e-04) (hash(x)=13850551)
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238 train 7.832509 (lr=1.6713e-04) (hash(x)=11382479)
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239 train 7.933521 (lr=1.6783e-04) (hash(x)=13829219)
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240 train 8.083911 (lr=1.6853e-04) (hash(x)=13540459)
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241 train 7.955428 (lr=1.6923e-04) (hash(x)=15485762)
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242 train 7.938529 (lr=1.6993e-04) (hash(x)=12268519)
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243 train 7.577065 (lr=1.7063e-04) (hash(x)=9335220)
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244 train 7.879964 (lr=1.7133e-04) (hash(x)=13359270)
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245 train 7.887694 (lr=1.7203e-04) (hash(x)=13162637)
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246 train 7.972208 (lr=1.7273e-04) (hash(x)=13305408)
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247 train 7.912307 (lr=1.7343e-04) (hash(x)=15713183)
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248 train 7.856433 (lr=1.7413e-04) (hash(x)=13536419)
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| 261 |
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249 train 7.872691 (lr=1.7483e-04) (hash(x)=13326615)
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| 262 |
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250 val loss 7.8331
|
| 263 |
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250 val perplexity 2522.7397
|
| 264 |
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250 train 7.878263 (lr=1.7552e-04) (hash(x)=12112694)
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251 train 7.890191 (lr=1.7622e-04) (hash(x)=9917297)
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252 train 7.961455 (lr=1.7692e-04) (hash(x)=12656639)
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253 train 7.323850 (lr=1.7762e-04) (hash(x)=6829764)
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254 train 7.700480 (lr=1.7832e-04) (hash(x)=12964320)
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255 train 7.777606 (lr=1.7902e-04) (hash(x)=12688412)
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256 train 7.900908 (lr=1.7972e-04) (hash(x)=14906439)
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257 train 7.523143 (lr=1.8042e-04) (hash(x)=13039934)
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258 train 7.849216 (lr=1.8112e-04) (hash(x)=12020357)
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259 train 7.936213 (lr=1.8182e-04) (hash(x)=12108991)
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260 train 7.919735 (lr=1.8252e-04) (hash(x)=12328329)
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261 train 7.921086 (lr=1.8322e-04) (hash(x)=14740147)
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262 train 7.777666 (lr=1.8392e-04) (hash(x)=11559413)
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263 train 7.848758 (lr=1.8462e-04) (hash(x)=12152216)
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264 train 7.775743 (lr=1.8531e-04) (hash(x)=12708922)
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265 train 7.897610 (lr=1.8601e-04) (hash(x)=14469749)
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266 train 7.897973 (lr=1.8671e-04) (hash(x)=12459368)
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267 train 7.871258 (lr=1.8741e-04) (hash(x)=11421483)
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268 train 7.691977 (lr=1.8811e-04) (hash(x)=12939881)
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269 train 7.851340 (lr=1.8881e-04) (hash(x)=12362234)
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270 train 7.740550 (lr=1.8951e-04) (hash(x)=12322333)
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271 train 7.745141 (lr=1.9021e-04) (hash(x)=13448155)
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272 train 7.779603 (lr=1.9091e-04) (hash(x)=12928941)
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273 train 7.705258 (lr=1.9161e-04) (hash(x)=10971430)
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275 train 7.703697 (lr=1.9301e-04) (hash(x)=11905081)
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276 train 7.718877 (lr=1.9371e-04) (hash(x)=14339184)
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277 train 7.677378 (lr=1.9441e-04) (hash(x)=10917438)
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278 train 7.818774 (lr=1.9510e-04) (hash(x)=13804603)
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279 train 7.898653 (lr=1.9580e-04) (hash(x)=12290857)
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280 train 7.681757 (lr=1.9650e-04) (hash(x)=10211118)
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281 train 7.984233 (lr=1.9720e-04) (hash(x)=13407076)
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282 train 7.834126 (lr=1.9790e-04) (hash(x)=12249945)
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283 train 7.830030 (lr=1.9860e-04) (hash(x)=13234933)
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284 train 7.730503 (lr=1.9930e-04) (hash(x)=15194855)
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285 train 7.864285 (lr=2.0000e-04) (hash(x)=12892366)
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286 train 7.660939 (lr=2.0000e-04) (hash(x)=12609795)
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287 train 7.609954 (lr=2.0000e-04) (hash(x)=9768085)
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288 train 7.620918 (lr=2.0000e-04) (hash(x)=12252104)
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289 train 7.819005 (lr=1.9999e-04) (hash(x)=12692791)
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290 train 7.760107 (lr=1.9999e-04) (hash(x)=11957245)
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291 train 7.348352 (lr=1.9998e-04) (hash(x)=9528974)
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292 train 7.674488 (lr=1.9997e-04) (hash(x)=12231837)
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293 train 7.631418 (lr=1.9996e-04) (hash(x)=10032842)
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294 train 8.221061 (lr=1.9994e-04) (hash(x)=17178097)
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295 train 8.253121 (lr=1.9993e-04) (hash(x)=10720403)
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296 train 7.862677 (lr=1.9991e-04) (hash(x)=13541352)
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297 train 8.162098 (lr=1.9989e-04) (hash(x)=15187742)
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298 train 7.876316 (lr=1.9987e-04) (hash(x)=11971935)
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299 train 7.784756 (lr=1.9985e-04) (hash(x)=12874592)
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| 314 |
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300 val loss 7.6752
|
| 315 |
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300 val perplexity 2154.1558
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| 316 |
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300 train 7.754529 (lr=1.9983e-04) (hash(x)=12462802)
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301 train 7.805879 (lr=1.9980e-04) (hash(x)=13622545)
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302 train 7.900079 (lr=1.9978e-04) (hash(x)=14255974)
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303 train 7.776807 (lr=1.9975e-04) (hash(x)=11025404)
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304 train 7.872910 (lr=1.9972e-04) (hash(x)=11239636)
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305 train 7.809615 (lr=1.9969e-04) (hash(x)=15190123)
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306 train 7.924077 (lr=1.9965e-04) (hash(x)=11464046)
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307 train 7.851423 (lr=1.9962e-04) (hash(x)=12567779)
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308 train 7.787735 (lr=1.9958e-04) (hash(x)=16046446)
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309 train 7.657711 (lr=1.9954e-04) (hash(x)=12439519)
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310 train 7.541646 (lr=1.9950e-04) (hash(x)=11917658)
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311 train 7.727854 (lr=1.9946e-04) (hash(x)=11826091)
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312 train 7.978692 (lr=1.9941e-04) (hash(x)=10807703)
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313 train 7.658695 (lr=1.9937e-04) (hash(x)=14723866)
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314 train 7.919335 (lr=1.9932e-04) (hash(x)=11315230)
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315 train 8.446399 (lr=1.9927e-04) (hash(x)=11259652)
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316 train 8.421213 (lr=1.9922e-04) (hash(x)=11702582)
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317 train 7.942480 (lr=1.9916e-04) (hash(x)=11135951)
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318 train 7.832261 (lr=1.9911e-04) (hash(x)=11570885)
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320 train 7.539567 (lr=1.9899e-04) (hash(x)=13037070)
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321 train 7.714262 (lr=1.9893e-04) (hash(x)=12485426)
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322 train 7.774962 (lr=1.9887e-04) (hash(x)=15142358)
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330 train 7.485283 (lr=1.9832e-04) (hash(x)=11345877)
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332 train 7.508961 (lr=1.9816e-04) (hash(x)=13037309)
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342 train 7.881103 (lr=1.9728e-04) (hash(x)=15485935)
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343 train 8.141835 (lr=1.9718e-04) (hash(x)=12404200)
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345 train 7.721322 (lr=1.9698e-04) (hash(x)=12280314)
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| 362 |
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346 train 7.593549 (lr=1.9688e-04) (hash(x)=10900559)
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| 363 |
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347 train 7.695595 (lr=1.9678e-04) (hash(x)=11534055)
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| 364 |
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348 train 7.694337 (lr=1.9667e-04) (hash(x)=11997160)
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| 365 |
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349 train 7.812058 (lr=1.9656e-04) (hash(x)=11308531)
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| 366 |
+
350 val loss 7.6552
|
| 367 |
+
350 val perplexity 2111.6155
|
| 368 |
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350 train 7.717064 (lr=1.9646e-04) (hash(x)=12759751)
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| 369 |
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351 train 7.693947 (lr=1.9634e-04) (hash(x)=10914085)
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| 370 |
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352 train 7.832214 (lr=1.9623e-04) (hash(x)=12776027)
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353 train 7.648399 (lr=1.9612e-04) (hash(x)=12357751)
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354 train 7.628036 (lr=1.9600e-04) (hash(x)=11040798)
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| 373 |
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355 train 7.967459 (lr=1.9588e-04) (hash(x)=14570713)
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| 374 |
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356 train 7.851944 (lr=1.9576e-04) (hash(x)=11492564)
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| 375 |
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357 train 7.687325 (lr=1.9564e-04) (hash(x)=12212797)
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| 376 |
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358 train 7.760355 (lr=1.9552e-04) (hash(x)=13496879)
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| 377 |
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359 train 7.765784 (lr=1.9540e-04) (hash(x)=11680329)
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| 378 |
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360 train 7.634298 (lr=1.9527e-04) (hash(x)=11948575)
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| 379 |
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361 train 7.682464 (lr=1.9514e-04) (hash(x)=13116772)
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362 train 7.973674 (lr=1.9501e-04) (hash(x)=15527273)
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| 381 |
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363 train 7.423680 (lr=1.9488e-04) (hash(x)=12437096)
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| 382 |
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364 train 7.818903 (lr=1.9475e-04) (hash(x)=12518287)
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| 383 |
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365 train 7.684490 (lr=1.9462e-04) (hash(x)=11220338)
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| 384 |
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366 train 7.535876 (lr=1.9448e-04) (hash(x)=12034192)
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| 385 |
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367 train 7.996837 (lr=1.9434e-04) (hash(x)=12654843)
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| 386 |
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368 train 7.843126 (lr=1.9421e-04) (hash(x)=16116174)
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| 387 |
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369 train 7.777497 (lr=1.9406e-04) (hash(x)=13505076)
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| 388 |
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370 train 7.725749 (lr=1.9392e-04) (hash(x)=11820607)
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| 389 |
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371 train 7.839240 (lr=1.9378e-04) (hash(x)=10606850)
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| 390 |
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372 train 7.657317 (lr=1.9363e-04) (hash(x)=13759635)
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373 train 7.719068 (lr=1.9349e-04) (hash(x)=15357227)
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374 train 7.727069 (lr=1.9334e-04) (hash(x)=11597062)
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375 train 7.668932 (lr=1.9319e-04) (hash(x)=11281537)
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376 train 7.337694 (lr=1.9304e-04) (hash(x)=13294828)
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377 train 8.220462 (lr=1.9288e-04) (hash(x)=13253249)
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378 train 7.828575 (lr=1.9273e-04) (hash(x)=16101250)
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379 train 7.983093 (lr=1.9257e-04) (hash(x)=12363856)
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380 train 7.731238 (lr=1.9241e-04) (hash(x)=12206540)
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| 399 |
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381 train 7.916253 (lr=1.9225e-04) (hash(x)=13580623)
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382 train 7.874535 (lr=1.9209e-04) (hash(x)=12509602)
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383 train 7.951620 (lr=1.9193e-04) (hash(x)=14001265)
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384 train 7.673168 (lr=1.9176e-04) (hash(x)=14290431)
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385 train 7.668699 (lr=1.9160e-04) (hash(x)=13045278)
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386 train 7.777698 (lr=1.9143e-04) (hash(x)=13371383)
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387 train 7.732079 (lr=1.9126e-04) (hash(x)=10444420)
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| 406 |
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388 train 7.562488 (lr=1.9109e-04) (hash(x)=12732892)
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| 407 |
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389 train 7.822778 (lr=1.9091e-04) (hash(x)=11832964)
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| 408 |
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390 train 7.807354 (lr=1.9074e-04) (hash(x)=11477958)
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| 409 |
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391 train 7.662290 (lr=1.9056e-04) (hash(x)=12249732)
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| 410 |
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392 train 7.744616 (lr=1.9039e-04) (hash(x)=12132933)
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| 411 |
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393 train 7.696017 (lr=1.9021e-04) (hash(x)=12307821)
|
| 412 |
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394 train 7.255061 (lr=1.9003e-04) (hash(x)=11266264)
|
| 413 |
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395 train 7.629808 (lr=1.8985e-04) (hash(x)=13803785)
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| 414 |
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396 train 7.710684 (lr=1.8966e-04) (hash(x)=13256773)
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| 415 |
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397 train 7.586926 (lr=1.8948e-04) (hash(x)=12493316)
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| 416 |
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398 train 7.592146 (lr=1.8929e-04) (hash(x)=12991346)
|
| 417 |
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399 train 7.718314 (lr=1.8910e-04) (hash(x)=11689978)
|
| 418 |
+
400 val loss 7.6230
|
| 419 |
+
400 val perplexity 2044.6552
|
| 420 |
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400 train 7.601723 (lr=1.8891e-04) (hash(x)=12056273)
|
| 421 |
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401 train 7.734839 (lr=1.8872e-04) (hash(x)=11906763)
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| 422 |
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402 train 7.737982 (lr=1.8853e-04) (hash(x)=12621559)
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| 423 |
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403 train 7.694338 (lr=1.8834e-04) (hash(x)=13865869)
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| 424 |
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404 train 7.733510 (lr=1.8814e-04) (hash(x)=11425874)
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| 425 |
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405 train 8.046168 (lr=1.8794e-04) (hash(x)=16513375)
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| 426 |
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406 train 7.911267 (lr=1.8774e-04) (hash(x)=14492920)
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| 427 |
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407 train 7.771743 (lr=1.8754e-04) (hash(x)=13030618)
|
| 428 |
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408 train 7.654598 (lr=1.8734e-04) (hash(x)=12816692)
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| 429 |
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409 train 7.871097 (lr=1.8714e-04) (hash(x)=13701949)
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| 430 |
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410 train 7.654761 (lr=1.8693e-04) (hash(x)=12904618)
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| 431 |
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411 train 7.794955 (lr=1.8673e-04) (hash(x)=14299833)
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| 432 |
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412 train 7.630018 (lr=1.8652e-04) (hash(x)=12586511)
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| 433 |
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413 train 7.681787 (lr=1.8631e-04) (hash(x)=11818854)
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| 434 |
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414 train 7.727222 (lr=1.8610e-04) (hash(x)=13063115)
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| 435 |
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415 train 7.576703 (lr=1.8589e-04) (hash(x)=12908875)
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| 436 |
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416 train 7.811481 (lr=1.8567e-04) (hash(x)=12627550)
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| 437 |
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417 train 7.580979 (lr=1.8546e-04) (hash(x)=12634656)
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| 438 |
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418 train 7.676210 (lr=1.8524e-04) (hash(x)=13466941)
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| 439 |
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419 train 7.913406 (lr=1.8502e-04) (hash(x)=13859304)
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| 440 |
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420 train 7.825897 (lr=1.8480e-04) (hash(x)=9637450)
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| 441 |
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421 train 7.719577 (lr=1.8458e-04) (hash(x)=14940204)
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| 442 |
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422 train 7.671168 (lr=1.8436e-04) (hash(x)=13686717)
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423 train 7.757048 (lr=1.8414e-04) (hash(x)=14396964)
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424 train 7.401555 (lr=1.8391e-04) (hash(x)=12949082)
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| 445 |
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425 train 7.609304 (lr=1.8369e-04) (hash(x)=13577749)
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| 446 |
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426 train 7.790442 (lr=1.8346e-04) (hash(x)=13031728)
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| 447 |
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427 train 7.792082 (lr=1.8323e-04) (hash(x)=11269801)
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| 448 |
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428 train 7.522133 (lr=1.8300e-04) (hash(x)=11106556)
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| 449 |
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429 train 7.440247 (lr=1.8276e-04) (hash(x)=11222906)
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| 450 |
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430 train 7.745721 (lr=1.8253e-04) (hash(x)=14052269)
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| 451 |
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431 train 7.567030 (lr=1.8230e-04) (hash(x)=14486071)
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432 train 7.677009 (lr=1.8206e-04) (hash(x)=13026662)
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| 453 |
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433 train 7.681513 (lr=1.8182e-04) (hash(x)=11065744)
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| 454 |
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434 train 7.729194 (lr=1.8158e-04) (hash(x)=13318947)
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| 455 |
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435 train 7.747689 (lr=1.8134e-04) (hash(x)=11997361)
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| 456 |
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436 train 7.789652 (lr=1.8110e-04) (hash(x)=12437178)
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| 457 |
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437 train 7.607648 (lr=1.8086e-04) (hash(x)=12705537)
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| 458 |
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438 train 7.761497 (lr=1.8061e-04) (hash(x)=15790088)
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| 459 |
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439 train 7.531714 (lr=1.8036e-04) (hash(x)=11010336)
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| 460 |
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440 train 7.776014 (lr=1.8012e-04) (hash(x)=11401216)
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| 461 |
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441 train 7.691857 (lr=1.7987e-04) (hash(x)=15106564)
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| 462 |
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442 train 7.675643 (lr=1.7962e-04) (hash(x)=13019227)
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| 463 |
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443 train 7.672286 (lr=1.7937e-04) (hash(x)=10864248)
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| 464 |
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444 train 7.583384 (lr=1.7911e-04) (hash(x)=12107995)
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| 465 |
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445 train 7.473984 (lr=1.7886e-04) (hash(x)=13284954)
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| 466 |
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446 train 7.731310 (lr=1.7860e-04) (hash(x)=12430135)
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| 467 |
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447 train 7.663692 (lr=1.7835e-04) (hash(x)=11906151)
|
| 468 |
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448 train 7.507871 (lr=1.7809e-04) (hash(x)=11697970)
|
| 469 |
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449 train 7.425570 (lr=1.7783e-04) (hash(x)=8629295)
|
| 470 |
+
450 val loss 7.5794
|
| 471 |
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450 val perplexity 1957.3666
|
| 472 |
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450 train 7.641700 (lr=1.7757e-04) (hash(x)=13977261)
|
| 473 |
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451 train 7.680037 (lr=1.7731e-04) (hash(x)=15166897)
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| 474 |
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452 train 7.755672 (lr=1.7704e-04) (hash(x)=13444474)
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| 475 |
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453 train 7.802022 (lr=1.7678e-04) (hash(x)=13108020)
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| 476 |
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454 train 7.577708 (lr=1.7651e-04) (hash(x)=12559086)
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| 477 |
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455 train 7.525719 (lr=1.7624e-04) (hash(x)=12338963)
|
| 478 |
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456 train 7.423385 (lr=1.7597e-04) (hash(x)=10411127)
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| 479 |
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457 train 7.785961 (lr=1.7570e-04) (hash(x)=17176736)
|
| 480 |
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458 train 7.546532 (lr=1.7543e-04) (hash(x)=13586859)
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| 481 |
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459 train 7.706274 (lr=1.7516e-04) (hash(x)=13235312)
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| 482 |
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460 train 7.539670 (lr=1.7489e-04) (hash(x)=10862031)
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| 483 |
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461 train 7.679858 (lr=1.7461e-04) (hash(x)=12498316)
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| 484 |
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462 train 7.669574 (lr=1.7434e-04) (hash(x)=15109534)
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| 485 |
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463 train 7.454619 (lr=1.7406e-04) (hash(x)=11031343)
|
| 486 |
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464 train 7.567317 (lr=1.7378e-04) (hash(x)=13030101)
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| 487 |
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465 train 7.521578 (lr=1.7350e-04) (hash(x)=12787203)
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| 488 |
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466 train 7.663948 (lr=1.7322e-04) (hash(x)=13192715)
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| 489 |
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467 train 7.653156 (lr=1.7294e-04) (hash(x)=14597757)
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| 490 |
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468 train 7.609468 (lr=1.7265e-04) (hash(x)=11548718)
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| 491 |
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469 train 7.610665 (lr=1.7237e-04) (hash(x)=12017158)
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| 492 |
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470 train 7.655280 (lr=1.7208e-04) (hash(x)=10164479)
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| 493 |
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471 train 7.550844 (lr=1.7179e-04) (hash(x)=13571036)
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| 494 |
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472 train 7.540527 (lr=1.7151e-04) (hash(x)=11609529)
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| 495 |
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473 train 7.649351 (lr=1.7122e-04) (hash(x)=12289875)
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474 train 7.739728 (lr=1.7092e-04) (hash(x)=13086437)
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| 497 |
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475 train 7.893467 (lr=1.7063e-04) (hash(x)=13225100)
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476 train 7.461298 (lr=1.7034e-04) (hash(x)=12863127)
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477 train 7.614952 (lr=1.7004e-04) (hash(x)=11162887)
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| 500 |
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478 train 7.721237 (lr=1.6975e-04) (hash(x)=12364743)
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| 501 |
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479 train 7.490405 (lr=1.6945e-04) (hash(x)=12281916)
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| 502 |
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480 train 7.557831 (lr=1.6915e-04) (hash(x)=12249214)
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| 503 |
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481 train 7.658423 (lr=1.6886e-04) (hash(x)=12348477)
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| 504 |
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482 train 7.681965 (lr=1.6856e-04) (hash(x)=12468719)
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483 train 7.662239 (lr=1.6825e-04) (hash(x)=13634084)
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484 train 7.618810 (lr=1.6795e-04) (hash(x)=11740722)
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| 507 |
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485 train 7.747998 (lr=1.6765e-04) (hash(x)=11378506)
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| 508 |
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486 train 7.489720 (lr=1.6734e-04) (hash(x)=13417634)
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| 509 |
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487 train 7.698050 (lr=1.6704e-04) (hash(x)=11801649)
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| 510 |
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488 train 7.705902 (lr=1.6673e-04) (hash(x)=10917325)
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| 511 |
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489 train 7.476423 (lr=1.6642e-04) (hash(x)=10552788)
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| 512 |
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490 train 7.248501 (lr=1.6611e-04) (hash(x)=9421716)
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| 513 |
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491 train 7.611014 (lr=1.6580e-04) (hash(x)=11746289)
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| 514 |
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492 train 7.598160 (lr=1.6549e-04) (hash(x)=9589864)
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| 515 |
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493 train 7.538913 (lr=1.6518e-04) (hash(x)=13826293)
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| 516 |
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494 train 7.737317 (lr=1.6487e-04) (hash(x)=12720603)
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| 517 |
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495 train 7.600025 (lr=1.6455e-04) (hash(x)=10783313)
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| 518 |
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496 train 7.647229 (lr=1.6424e-04) (hash(x)=13077539)
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| 519 |
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497 train 7.681565 (lr=1.6392e-04) (hash(x)=12913270)
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| 520 |
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498 train 7.622911 (lr=1.6360e-04) (hash(x)=11228160)
|
| 521 |
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499 train 7.527336 (lr=1.6328e-04) (hash(x)=14212467)
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| 522 |
+
500 val loss 7.5543
|
| 523 |
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500 val perplexity 1908.9769
|
| 524 |
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500 train 7.570513 (lr=1.6296e-04) (hash(x)=12714536)
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| 525 |
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501 train 7.470831 (lr=1.6264e-04) (hash(x)=11495162)
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| 526 |
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502 train 7.630595 (lr=1.6232e-04) (hash(x)=13571819)
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| 527 |
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503 train 7.649988 (lr=1.6200e-04) (hash(x)=12994231)
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| 528 |
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504 train 7.573901 (lr=1.6168e-04) (hash(x)=12786058)
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505 train 7.823289 (lr=1.6135e-04) (hash(x)=15319532)
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| 530 |
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506 train 7.710766 (lr=1.6103e-04) (hash(x)=12432415)
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| 531 |
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507 train 7.569649 (lr=1.6070e-04) (hash(x)=11485137)
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| 532 |
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508 train 7.689421 (lr=1.6037e-04) (hash(x)=13106040)
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| 533 |
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509 train 7.669937 (lr=1.6004e-04) (hash(x)=14010329)
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| 534 |
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510 train 7.666778 (lr=1.5971e-04) (hash(x)=14627424)
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| 535 |
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511 train 7.506310 (lr=1.5938e-04) (hash(x)=10470487)
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512 train 7.738064 (lr=1.5905e-04) (hash(x)=12735976)
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| 537 |
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513 train 7.789033 (lr=1.5872e-04) (hash(x)=14077502)
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| 538 |
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514 train 7.621404 (lr=1.5838e-04) (hash(x)=13758986)
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| 539 |
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515 train 7.654015 (lr=1.5805e-04) (hash(x)=12205695)
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| 540 |
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516 train 7.548759 (lr=1.5772e-04) (hash(x)=12101077)
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517 train 7.454276 (lr=1.5738e-04) (hash(x)=12096952)
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518 train 7.803391 (lr=1.5704e-04) (hash(x)=10823414)
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| 543 |
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519 train 7.603261 (lr=1.5670e-04) (hash(x)=13985657)
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| 544 |
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520 train 7.593972 (lr=1.5636e-04) (hash(x)=13657835)
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| 545 |
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521 train 7.641784 (lr=1.5602e-04) (hash(x)=14868589)
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| 546 |
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522 train 7.808705 (lr=1.5568e-04) (hash(x)=12440659)
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523 train 7.641877 (lr=1.5534e-04) (hash(x)=12944090)
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| 548 |
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524 train 7.585098 (lr=1.5500e-04) (hash(x)=14152385)
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525 train 7.535565 (lr=1.5466e-04) (hash(x)=14652164)
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526 train 7.673131 (lr=1.5431e-04) (hash(x)=11671931)
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527 train 7.530089 (lr=1.5397e-04) (hash(x)=12831661)
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528 train 7.734603 (lr=1.5362e-04) (hash(x)=13612890)
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529 train 7.485812 (lr=1.5327e-04) (hash(x)=13472998)
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530 train 7.770911 (lr=1.5293e-04) (hash(x)=12912339)
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531 train 7.555176 (lr=1.5258e-04) (hash(x)=12806095)
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532 train 7.402361 (lr=1.5223e-04) (hash(x)=10738555)
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533 train 7.414106 (lr=1.5188e-04) (hash(x)=13410818)
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534 train 7.756829 (lr=1.5153e-04) (hash(x)=13997116)
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535 train 7.544933 (lr=1.5118e-04) (hash(x)=14617414)
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536 train 7.716651 (lr=1.5082e-04) (hash(x)=12788088)
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537 train 7.648048 (lr=1.5047e-04) (hash(x)=15066658)
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538 train 7.600406 (lr=1.5012e-04) (hash(x)=13331118)
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539 train 7.616180 (lr=1.4976e-04) (hash(x)=13221393)
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540 train 7.602322 (lr=1.4941e-04) (hash(x)=13355413)
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541 train 7.478397 (lr=1.4905e-04) (hash(x)=11528563)
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542 train 7.650199 (lr=1.4869e-04) (hash(x)=15327421)
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543 train 7.756787 (lr=1.4833e-04) (hash(x)=11041023)
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544 train 7.464303 (lr=1.4798e-04) (hash(x)=13600125)
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545 train 7.615798 (lr=1.4762e-04) (hash(x)=14885399)
|
| 570 |
+
546 train 7.506554 (lr=1.4726e-04) (hash(x)=14786577)
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| 571 |
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547 train 7.634468 (lr=1.4690e-04) (hash(x)=11362709)
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| 572 |
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548 train 7.541002 (lr=1.4653e-04) (hash(x)=13426228)
|
| 573 |
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549 train 7.477359 (lr=1.4617e-04) (hash(x)=13083412)
|
| 574 |
+
550 val loss 7.4923
|
| 575 |
+
550 val perplexity 1794.0919
|
| 576 |
+
550 train 7.516134 (lr=1.4581e-04) (hash(x)=13873840)
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| 577 |
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551 train 7.484634 (lr=1.4545e-04) (hash(x)=13186073)
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| 578 |
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552 train 7.605412 (lr=1.4508e-04) (hash(x)=13488437)
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| 579 |
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553 train 7.538831 (lr=1.4472e-04) (hash(x)=13988224)
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| 580 |
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554 train 7.577554 (lr=1.4435e-04) (hash(x)=11786791)
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555 train 8.368612 (lr=1.4398e-04) (hash(x)=13274177)
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| 582 |
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556 train 7.658959 (lr=1.4362e-04) (hash(x)=10204377)
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557 train 7.594363 (lr=1.4325e-04) (hash(x)=12363265)
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| 584 |
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558 train 7.387480 (lr=1.4288e-04) (hash(x)=12918001)
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559 train 7.346763 (lr=1.4251e-04) (hash(x)=13507868)
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560 train 7.622850 (lr=1.4214e-04) (hash(x)=10580307)
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561 train 7.439390 (lr=1.4177e-04) (hash(x)=12531978)
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562 train 7.410974 (lr=1.4140e-04) (hash(x)=11570432)
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| 589 |
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563 train 7.540801 (lr=1.4103e-04) (hash(x)=12512404)
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| 590 |
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564 train 7.618252 (lr=1.4066e-04) (hash(x)=12011112)
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| 591 |
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565 train 7.626017 (lr=1.4029e-04) (hash(x)=13439040)
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566 train 7.248649 (lr=1.3991e-04) (hash(x)=9321383)
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567 train 7.522358 (lr=1.3954e-04) (hash(x)=11221721)
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568 train 7.361130 (lr=1.3916e-04) (hash(x)=12048885)
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569 train 7.616123 (lr=1.3879e-04) (hash(x)=13854047)
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570 train 7.794003 (lr=1.3841e-04) (hash(x)=13041387)
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571 train 7.997252 (lr=1.3804e-04) (hash(x)=15372354)
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572 train 7.666510 (lr=1.3766e-04) (hash(x)=11895595)
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573 train 7.448882 (lr=1.3728e-04) (hash(x)=13070460)
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574 train 7.505824 (lr=1.3691e-04) (hash(x)=11507165)
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575 train 7.828852 (lr=1.3653e-04) (hash(x)=14689778)
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576 train 7.261027 (lr=1.3615e-04) (hash(x)=10149008)
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577 train 7.677993 (lr=1.3577e-04) (hash(x)=15364407)
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578 train 7.442108 (lr=1.3539e-04) (hash(x)=11676391)
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579 train 7.433780 (lr=1.3501e-04) (hash(x)=13156509)
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580 train 7.558657 (lr=1.3463e-04) (hash(x)=12911319)
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581 train 7.323328 (lr=1.3425e-04) (hash(x)=13358322)
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582 train 7.361831 (lr=1.3387e-04) (hash(x)=11462782)
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| 609 |
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583 train 7.804766 (lr=1.3348e-04) (hash(x)=15734207)
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| 610 |
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584 train 7.416653 (lr=1.3310e-04) (hash(x)=9117677)
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585 train 7.547590 (lr=1.3272e-04) (hash(x)=12334129)
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586 train 7.617244 (lr=1.3234e-04) (hash(x)=14097844)
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587 train 7.466152 (lr=1.3195e-04) (hash(x)=13758140)
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| 614 |
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588 train 7.829444 (lr=1.3157e-04) (hash(x)=15284545)
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| 615 |
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589 train 7.340835 (lr=1.3118e-04) (hash(x)=11809021)
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| 616 |
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590 train 7.529563 (lr=1.3080e-04) (hash(x)=12752849)
|
| 617 |
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591 train 7.441621 (lr=1.3041e-04) (hash(x)=12925955)
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| 618 |
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592 train 7.549499 (lr=1.3003e-04) (hash(x)=12026092)
|
| 619 |
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593 train 7.636655 (lr=1.2964e-04) (hash(x)=15708918)
|
| 620 |
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594 train 7.888101 (lr=1.2925e-04) (hash(x)=13954437)
|
| 621 |
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595 train 7.624602 (lr=1.2887e-04) (hash(x)=12750849)
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| 622 |
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596 train 7.422124 (lr=1.2848e-04) (hash(x)=12076716)
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| 623 |
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597 train 7.560092 (lr=1.2809e-04) (hash(x)=12269439)
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| 624 |
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598 train 7.492734 (lr=1.2770e-04) (hash(x)=9706332)
|
| 625 |
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599 train 7.425945 (lr=1.2732e-04) (hash(x)=14327624)
|
| 626 |
+
600 val loss 7.4601
|
| 627 |
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600 val perplexity 1737.4041
|
| 628 |
+
600 train 7.599716 (lr=1.2693e-04) (hash(x)=12001611)
|
| 629 |
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601 train 7.489417 (lr=1.2654e-04) (hash(x)=12664301)
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| 630 |
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602 train 7.398048 (lr=1.2615e-04) (hash(x)=10457844)
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| 631 |
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603 train 7.372234 (lr=1.2576e-04) (hash(x)=11819313)
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| 632 |
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604 train 7.397732 (lr=1.2537e-04) (hash(x)=12304915)
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| 633 |
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605 train 7.517466 (lr=1.2498e-04) (hash(x)=13250863)
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| 634 |
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606 train 7.493772 (lr=1.2459e-04) (hash(x)=15885206)
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| 635 |
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607 train 7.246219 (lr=1.2420e-04) (hash(x)=12559422)
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| 636 |
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608 train 7.422775 (lr=1.2381e-04) (hash(x)=12136733)
|
| 637 |
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609 train 7.524293 (lr=1.2341e-04) (hash(x)=12183244)
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| 638 |
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610 train 7.620301 (lr=1.2302e-04) (hash(x)=12682752)
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| 639 |
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611 train 7.653262 (lr=1.2263e-04) (hash(x)=12816359)
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| 640 |
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612 train 7.585143 (lr=1.2224e-04) (hash(x)=11628021)
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| 641 |
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613 train 7.494077 (lr=1.2185e-04) (hash(x)=11408330)
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614 train 7.528630 (lr=1.2145e-04) (hash(x)=12901064)
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| 643 |
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615 train 7.494481 (lr=1.2106e-04) (hash(x)=10162896)
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| 644 |
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616 train 7.606795 (lr=1.2067e-04) (hash(x)=12416355)
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| 645 |
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617 train 7.828153 (lr=1.2027e-04) (hash(x)=12904775)
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| 646 |
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618 train 7.518283 (lr=1.1988e-04) (hash(x)=12697259)
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619 train 7.363958 (lr=1.1949e-04) (hash(x)=12041552)
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| 648 |
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620 train 7.413340 (lr=1.1909e-04) (hash(x)=13429059)
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| 649 |
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621 train 7.460439 (lr=1.1870e-04) (hash(x)=14176315)
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| 650 |
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622 train 7.409813 (lr=1.1830e-04) (hash(x)=11386804)
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623 train 7.301888 (lr=1.1791e-04) (hash(x)=10256290)
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624 train 7.442668 (lr=1.1752e-04) (hash(x)=11669288)
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625 train 7.697031 (lr=1.1712e-04) (hash(x)=12287950)
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626 train 7.335518 (lr=1.1673e-04) (hash(x)=12384271)
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627 train 7.476335 (lr=1.1633e-04) (hash(x)=14312559)
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| 656 |
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628 train 7.380740 (lr=1.1594e-04) (hash(x)=13864960)
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629 train 7.550436 (lr=1.1554e-04) (hash(x)=10078167)
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630 train 7.492968 (lr=1.1515e-04) (hash(x)=14121709)
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| 659 |
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631 train 7.278607 (lr=1.1475e-04) (hash(x)=11443472)
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632 train 7.521988 (lr=1.1435e-04) (hash(x)=11816027)
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633 train 7.399258 (lr=1.1396e-04) (hash(x)=11630498)
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| 662 |
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634 train 7.611786 (lr=1.1356e-04) (hash(x)=12453204)
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| 663 |
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635 train 7.342435 (lr=1.1317e-04) (hash(x)=10480150)
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636 train 7.466508 (lr=1.1277e-04) (hash(x)=10854685)
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| 665 |
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637 train 7.517278 (lr=1.1238e-04) (hash(x)=13365961)
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| 666 |
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638 train 7.782605 (lr=1.1198e-04) (hash(x)=13227220)
|
| 667 |
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639 train 7.598751 (lr=1.1158e-04) (hash(x)=13927238)
|
| 668 |
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640 train 7.426774 (lr=1.1119e-04) (hash(x)=11183563)
|
| 669 |
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641 train 7.626401 (lr=1.1079e-04) (hash(x)=12661142)
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| 670 |
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642 train 7.347363 (lr=1.1040e-04) (hash(x)=12116909)
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| 671 |
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643 train 7.748536 (lr=1.1000e-04) (hash(x)=16448258)
|
| 672 |
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644 train 7.973157 (lr=1.0960e-04) (hash(x)=11230472)
|
| 673 |
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645 train 7.579286 (lr=1.0921e-04) (hash(x)=12689745)
|
| 674 |
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646 train 7.744392 (lr=1.0881e-04) (hash(x)=12535866)
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| 675 |
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647 train 7.273182 (lr=1.0842e-04) (hash(x)=10701487)
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| 676 |
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648 train 7.436188 (lr=1.0802e-04) (hash(x)=12572372)
|
| 677 |
+
649 train 8.038168 (lr=1.0762e-04) (hash(x)=13938367)
|
| 678 |
+
650 val loss 7.4305
|
| 679 |
+
650 val perplexity 1686.6033
|
| 680 |
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650 train 7.608813 (lr=1.0723e-04) (hash(x)=15954548)
|
| 681 |
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651 train 7.711209 (lr=1.0683e-04) (hash(x)=13034568)
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| 682 |
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652 train 7.613459 (lr=1.0644e-04) (hash(x)=17184553)
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| 683 |
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653 train 7.756634 (lr=1.0604e-04) (hash(x)=13398831)
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| 684 |
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654 train 7.880007 (lr=1.0565e-04) (hash(x)=15245462)
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| 685 |
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655 train 7.703962 (lr=1.0525e-04) (hash(x)=14575913)
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| 686 |
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656 train 7.482484 (lr=1.0485e-04) (hash(x)=11389089)
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| 687 |
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657 train 7.525179 (lr=1.0446e-04) (hash(x)=12121790)
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| 688 |
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658 train 7.650610 (lr=1.0406e-04) (hash(x)=11991841)
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| 689 |
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659 train 7.206368 (lr=1.0367e-04) (hash(x)=10875163)
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| 690 |
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660 train 7.519822 (lr=1.0327e-04) (hash(x)=13641028)
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| 691 |
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661 train 7.614529 (lr=1.0288e-04) (hash(x)=13782256)
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| 692 |
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662 train 8.227384 (lr=1.0248e-04) (hash(x)=16715370)
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| 693 |
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663 train 7.855869 (lr=1.0209e-04) (hash(x)=13744329)
|
| 694 |
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664 train 7.518046 (lr=1.0170e-04) (hash(x)=12865885)
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| 695 |
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665 train 7.596542 (lr=1.0130e-04) (hash(x)=14443216)
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| 696 |
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666 train 7.639358 (lr=1.0091e-04) (hash(x)=10361766)
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| 697 |
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667 train 7.238644 (lr=1.0051e-04) (hash(x)=8860388)
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| 698 |
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668 train 7.471066 (lr=1.0012e-04) (hash(x)=12188781)
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| 699 |
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669 train 7.421829 (lr=9.9726e-05) (hash(x)=13546558)
|
| 700 |
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670 train 7.391385 (lr=9.9333e-05) (hash(x)=14731723)
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| 701 |
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671 train 7.573414 (lr=9.8940e-05) (hash(x)=14097210)
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| 702 |
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672 train 7.870723 (lr=9.8547e-05) (hash(x)=13277664)
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| 703 |
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673 train 7.264497 (lr=9.8154e-05) (hash(x)=12154683)
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| 704 |
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674 train 7.289332 (lr=9.7762e-05) (hash(x)=14244571)
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675 train 7.573891 (lr=9.7370e-05) (hash(x)=11088127)
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676 train 7.335888 (lr=9.6978e-05) (hash(x)=10259005)
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| 707 |
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677 train 7.780912 (lr=9.6586e-05) (hash(x)=15853795)
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| 708 |
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678 train 7.296978 (lr=9.6195e-05) (hash(x)=12406215)
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| 709 |
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679 train 7.385936 (lr=9.5804e-05) (hash(x)=14363085)
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| 710 |
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680 train 7.274235 (lr=9.5413e-05) (hash(x)=12303156)
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| 711 |
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681 train 7.441944 (lr=9.5022e-05) (hash(x)=12144036)
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| 712 |
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682 train 7.636589 (lr=9.4632e-05) (hash(x)=14153850)
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| 713 |
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683 train 7.522573 (lr=9.4242e-05) (hash(x)=14133983)
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| 714 |
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684 train 7.485146 (lr=9.3852e-05) (hash(x)=13407720)
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| 715 |
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685 train 7.557484 (lr=9.3463e-05) (hash(x)=13632329)
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| 716 |
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686 train 7.453802 (lr=9.3073e-05) (hash(x)=11013484)
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687 train 7.312720 (lr=9.2685e-05) (hash(x)=9539498)
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| 718 |
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688 train 7.326020 (lr=9.2296e-05) (hash(x)=11548592)
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| 719 |
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689 train 7.376711 (lr=9.1908e-05) (hash(x)=11883263)
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| 720 |
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690 train 7.525008 (lr=9.1520e-05) (hash(x)=17040815)
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| 721 |
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691 train 8.096370 (lr=9.1133e-05) (hash(x)=17793549)
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| 722 |
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692 train 7.550653 (lr=9.0746e-05) (hash(x)=13566067)
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| 723 |
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693 train 7.425389 (lr=9.0359e-05) (hash(x)=11871877)
|
| 724 |
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694 train 7.461133 (lr=8.9973e-05) (hash(x)=13936711)
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| 725 |
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695 train 7.517392 (lr=8.9587e-05) (hash(x)=14163458)
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| 726 |
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696 train 7.400500 (lr=8.9202e-05) (hash(x)=9756608)
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| 727 |
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697 train 7.811378 (lr=8.8817e-05) (hash(x)=15049180)
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| 728 |
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698 train 7.468044 (lr=8.8432e-05) (hash(x)=12741546)
|
| 729 |
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699 train 7.545247 (lr=8.8048e-05) (hash(x)=14609724)
|
| 730 |
+
700 val loss 7.3995
|
| 731 |
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700 val perplexity 1635.0869
|
| 732 |
+
700 train 7.520119 (lr=8.7664e-05) (hash(x)=13165136)
|
| 733 |
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701 train 7.323648 (lr=8.7281e-05) (hash(x)=11157433)
|
| 734 |
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702 train 7.382147 (lr=8.6898e-05) (hash(x)=10769955)
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| 735 |
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703 train 7.803646 (lr=8.6515e-05) (hash(x)=18154448)
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| 736 |
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704 train 7.864119 (lr=8.6133e-05) (hash(x)=11566844)
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| 737 |
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705 train 8.030075 (lr=8.5751e-05) (hash(x)=10541575)
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| 738 |
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706 train 7.605852 (lr=8.5370e-05) (hash(x)=13400633)
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| 739 |
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707 train 7.451710 (lr=8.4990e-05) (hash(x)=11995482)
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| 740 |
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708 train 7.629969 (lr=8.4610e-05) (hash(x)=12559360)
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| 741 |
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709 train 7.430182 (lr=8.4230e-05) (hash(x)=11153006)
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| 742 |
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710 train 8.020091 (lr=8.3851e-05) (hash(x)=14803712)
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| 743 |
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711 train 7.735259 (lr=8.3472e-05) (hash(x)=13713689)
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| 744 |
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712 train 7.376389 (lr=8.3094e-05) (hash(x)=12883531)
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| 745 |
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713 train 7.888739 (lr=8.2716e-05) (hash(x)=15113554)
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714 train 7.339868 (lr=8.2339e-05) (hash(x)=11466714)
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| 747 |
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715 train 7.357756 (lr=8.1963e-05) (hash(x)=11555030)
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716 train 7.468003 (lr=8.1587e-05) (hash(x)=11661705)
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| 749 |
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717 train 7.808087 (lr=8.1211e-05) (hash(x)=13374040)
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718 train 7.434581 (lr=8.0836e-05) (hash(x)=11884576)
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719 train 7.400000 (lr=8.0462e-05) (hash(x)=14115772)
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| 752 |
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720 train 7.509164 (lr=8.0088e-05) (hash(x)=14042374)
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| 753 |
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721 train 7.609578 (lr=7.9715e-05) (hash(x)=9720467)
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722 train 7.501239 (lr=7.9342e-05) (hash(x)=13709799)
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723 train 7.393279 (lr=7.8970e-05) (hash(x)=12279208)
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724 train 7.455206 (lr=7.8599e-05) (hash(x)=12168977)
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725 train 7.259744 (lr=7.8228e-05) (hash(x)=11796701)
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726 train 7.273384 (lr=7.7858e-05) (hash(x)=12054640)
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727 train 7.317337 (lr=7.7488e-05) (hash(x)=12021395)
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| 760 |
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728 train 7.516764 (lr=7.7119e-05) (hash(x)=11650114)
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| 761 |
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729 train 7.254666 (lr=7.6751e-05) (hash(x)=10845152)
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| 762 |
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730 train 7.299281 (lr=7.6383e-05) (hash(x)=10962390)
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| 763 |
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731 train 7.495566 (lr=7.6016e-05) (hash(x)=12617648)
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732 train 7.215428 (lr=7.5650e-05) (hash(x)=9908464)
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| 765 |
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733 train 7.227355 (lr=7.5284e-05) (hash(x)=11035304)
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734 train 7.406920 (lr=7.4919e-05) (hash(x)=11048281)
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735 train 7.201939 (lr=7.4555e-05) (hash(x)=12798942)
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736 train 7.456601 (lr=7.4191e-05) (hash(x)=11858915)
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737 train 7.492944 (lr=7.3828e-05) (hash(x)=11344910)
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738 train 7.382166 (lr=7.3466e-05) (hash(x)=11509808)
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739 train 7.487852 (lr=7.3105e-05) (hash(x)=12366544)
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740 train 7.460274 (lr=7.2744e-05) (hash(x)=11976631)
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| 773 |
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741 train 7.268960 (lr=7.2384e-05) (hash(x)=11321027)
|
| 774 |
+
742 train 7.426065 (lr=7.2024e-05) (hash(x)=11893948)
|
| 775 |
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743 train 7.120966 (lr=7.1666e-05) (hash(x)=10886073)
|
| 776 |
+
744 train 7.291236 (lr=7.1308e-05) (hash(x)=9205900)
|
| 777 |
+
745 train 7.275642 (lr=7.0950e-05) (hash(x)=12334480)
|
| 778 |
+
746 train 7.485856 (lr=7.0594e-05) (hash(x)=13094093)
|
| 779 |
+
747 train 7.561396 (lr=7.0238e-05) (hash(x)=12555076)
|
| 780 |
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748 train 7.579319 (lr=6.9884e-05) (hash(x)=14919237)
|
| 781 |
+
749 train 7.451693 (lr=6.9529e-05) (hash(x)=13525646)
|
| 782 |
+
750 val loss 7.3783
|
| 783 |
+
750 val perplexity 1600.8113
|
| 784 |
+
750 train 7.411161 (lr=6.9176e-05) (hash(x)=12350457)
|
| 785 |
+
751 train 7.368320 (lr=6.8824e-05) (hash(x)=14777879)
|
| 786 |
+
752 train 7.358210 (lr=6.8472e-05) (hash(x)=9165650)
|
| 787 |
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753 train 7.818675 (lr=6.8121e-05) (hash(x)=12138318)
|
| 788 |
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754 train 7.585203 (lr=6.7771e-05) (hash(x)=12066198)
|
| 789 |
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755 train 7.135248 (lr=6.7422e-05) (hash(x)=9927010)
|
| 790 |
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756 train 7.266870 (lr=6.7073e-05) (hash(x)=10963177)
|
| 791 |
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757 train 7.253885 (lr=6.6725e-05) (hash(x)=10265465)
|
| 792 |
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758 train 7.277007 (lr=6.6379e-05) (hash(x)=10012601)
|
| 793 |
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759 train 7.379737 (lr=6.6033e-05) (hash(x)=13073054)
|
| 794 |
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760 train 7.186854 (lr=6.5688e-05) (hash(x)=8375643)
|
| 795 |
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761 train 6.860710 (lr=6.5343e-05) (hash(x)=10517302)
|
| 796 |
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762 train 7.185311 (lr=6.5000e-05) (hash(x)=11617446)
|
| 797 |
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763 train 7.440364 (lr=6.4657e-05) (hash(x)=14967464)
|
| 798 |
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764 train 7.336786 (lr=6.4316e-05) (hash(x)=11293886)
|
| 799 |
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765 train 7.199153 (lr=6.3975e-05) (hash(x)=12190853)
|
| 800 |
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766 train 7.219638 (lr=6.3635e-05) (hash(x)=10723695)
|
| 801 |
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767 train 7.390001 (lr=6.3296e-05) (hash(x)=13463198)
|
| 802 |
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768 train 7.564269 (lr=6.2958e-05) (hash(x)=13293049)
|
| 803 |
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769 train 7.347086 (lr=6.2621e-05) (hash(x)=13635928)
|
| 804 |
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770 train 7.537520 (lr=6.2285e-05) (hash(x)=11492108)
|
| 805 |
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771 train 7.352237 (lr=6.1950e-05) (hash(x)=12209984)
|
| 806 |
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772 train 7.469516 (lr=6.1615e-05) (hash(x)=13817436)
|
| 807 |
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773 train 7.348662 (lr=6.1282e-05) (hash(x)=11946913)
|
| 808 |
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774 train 7.438359 (lr=6.0949e-05) (hash(x)=13760019)
|
| 809 |
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775 train 7.396285 (lr=6.0618e-05) (hash(x)=11983929)
|
| 810 |
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776 train 7.265125 (lr=6.0287e-05) (hash(x)=12740415)
|
| 811 |
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777 train 7.470258 (lr=5.9958e-05) (hash(x)=13044287)
|
| 812 |
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778 train 7.372878 (lr=5.9629e-05) (hash(x)=12306640)
|
| 813 |
+
779 train 7.773452 (lr=5.9301e-05) (hash(x)=13502211)
|
| 814 |
+
780 train 7.266268 (lr=5.8974e-05) (hash(x)=11651077)
|
| 815 |
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781 train 7.347181 (lr=5.8649e-05) (hash(x)=11732764)
|
| 816 |
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782 train 7.169496 (lr=5.8324e-05) (hash(x)=12023079)
|
| 817 |
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783 train 7.459864 (lr=5.8000e-05) (hash(x)=12563030)
|
| 818 |
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784 train 7.358162 (lr=5.7678e-05) (hash(x)=11093401)
|
| 819 |
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785 train 7.399489 (lr=5.7356e-05) (hash(x)=13370486)
|
| 820 |
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786 train 7.462607 (lr=5.7035e-05) (hash(x)=13064477)
|
| 821 |
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787 train 7.465228 (lr=5.6716e-05) (hash(x)=12774663)
|
| 822 |
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788 train 7.293483 (lr=5.6397e-05) (hash(x)=10977883)
|
| 823 |
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789 train 7.486957 (lr=5.6079e-05) (hash(x)=12581170)
|
| 824 |
+
790 train 7.365511 (lr=5.5763e-05) (hash(x)=11710735)
|
| 825 |
+
791 train 7.307434 (lr=5.5447e-05) (hash(x)=12170905)
|
| 826 |
+
792 train 7.533897 (lr=5.5133e-05) (hash(x)=11984555)
|
| 827 |
+
793 train 7.483794 (lr=5.4820e-05) (hash(x)=13035845)
|
| 828 |
+
794 train 7.201138 (lr=5.4507e-05) (hash(x)=13998448)
|
| 829 |
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795 train 7.437726 (lr=5.4196e-05) (hash(x)=13348784)
|
| 830 |
+
796 train 7.338566 (lr=5.3886e-05) (hash(x)=11535637)
|
| 831 |
+
797 train 7.291408 (lr=5.3577e-05) (hash(x)=14533849)
|
| 832 |
+
798 train 7.304417 (lr=5.3269e-05) (hash(x)=12593307)
|
| 833 |
+
799 train 7.674043 (lr=5.2962e-05) (hash(x)=11525433)
|
| 834 |
+
800 val loss 7.3533
|
| 835 |
+
800 val perplexity 1561.3518
|
| 836 |
+
800 train 7.480927 (lr=5.2656e-05) (hash(x)=9198860)
|
| 837 |
+
801 train 7.429761 (lr=5.2352e-05) (hash(x)=7779807)
|
| 838 |
+
802 train 7.492553 (lr=5.2048e-05) (hash(x)=8327978)
|
| 839 |
+
803 train 7.289938 (lr=5.1746e-05) (hash(x)=9800296)
|
| 840 |
+
804 train 7.448369 (lr=5.1444e-05) (hash(x)=10408800)
|
| 841 |
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805 train 7.502490 (lr=5.1144e-05) (hash(x)=11761671)
|
| 842 |
+
806 train 7.314196 (lr=5.0845e-05) (hash(x)=10137737)
|
| 843 |
+
807 train 7.400724 (lr=5.0547e-05) (hash(x)=10168268)
|
| 844 |
+
808 train 7.424397 (lr=5.0251e-05) (hash(x)=15372601)
|
| 845 |
+
809 train 7.290130 (lr=4.9955e-05) (hash(x)=10272263)
|
| 846 |
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810 train 7.237645 (lr=4.9661e-05) (hash(x)=10560999)
|
| 847 |
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811 train 7.314849 (lr=4.9367e-05) (hash(x)=10276843)
|
| 848 |
+
812 train 8.512241 (lr=4.9075e-05) (hash(x)=12452448)
|
| 849 |
+
813 train 7.550393 (lr=4.8784e-05) (hash(x)=11364751)
|
| 850 |
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814 train 7.097547 (lr=4.8495e-05) (hash(x)=11485502)
|
| 851 |
+
815 train 7.150331 (lr=4.8206e-05) (hash(x)=12497404)
|
| 852 |
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816 train 7.088206 (lr=4.7919e-05) (hash(x)=10013569)
|
| 853 |
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817 train 7.711329 (lr=4.7633e-05) (hash(x)=14966009)
|
| 854 |
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818 train 7.375296 (lr=4.7348e-05) (hash(x)=11562145)
|
| 855 |
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819 train 7.433075 (lr=4.7064e-05) (hash(x)=12932339)
|
| 856 |
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820 train 7.365604 (lr=4.6782e-05) (hash(x)=11563553)
|
| 857 |
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821 train 7.390022 (lr=4.6501e-05) (hash(x)=8563011)
|
| 858 |
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822 train 7.509526 (lr=4.6221e-05) (hash(x)=13409258)
|
| 859 |
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823 train 7.410320 (lr=4.5942e-05) (hash(x)=14203584)
|
| 860 |
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824 train 7.177043 (lr=4.5664e-05) (hash(x)=10360049)
|
| 861 |
+
825 train 7.281394 (lr=4.5388e-05) (hash(x)=10373543)
|
| 862 |
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826 train 7.323854 (lr=4.5113e-05) (hash(x)=12645249)
|
| 863 |
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827 train 7.444703 (lr=4.4839e-05) (hash(x)=13921321)
|
| 864 |
+
828 train 7.530418 (lr=4.4567e-05) (hash(x)=10868669)
|
| 865 |
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829 train 7.218770 (lr=4.4295e-05) (hash(x)=12997326)
|
| 866 |
+
830 train 7.556257 (lr=4.4025e-05) (hash(x)=13553993)
|
| 867 |
+
831 train 7.349843 (lr=4.3757e-05) (hash(x)=10946961)
|
| 868 |
+
832 train 7.284000 (lr=4.3489e-05) (hash(x)=13714094)
|
| 869 |
+
833 train 7.685631 (lr=4.3223e-05) (hash(x)=11317673)
|
| 870 |
+
834 train 7.548755 (lr=4.2958e-05) (hash(x)=11555387)
|
| 871 |
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835 train 7.525081 (lr=4.2695e-05) (hash(x)=12168723)
|
| 872 |
+
836 train 7.562858 (lr=4.2432e-05) (hash(x)=11310063)
|
| 873 |
+
837 train 7.339433 (lr=4.2171e-05) (hash(x)=11165585)
|
| 874 |
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838 train 7.219427 (lr=4.1912e-05) (hash(x)=10049422)
|
| 875 |
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839 train 7.264568 (lr=4.1654e-05) (hash(x)=10942254)
|
| 876 |
+
840 train 7.399611 (lr=4.1397e-05) (hash(x)=12383062)
|
| 877 |
+
841 train 7.343269 (lr=4.1141e-05) (hash(x)=12927776)
|
| 878 |
+
842 train 7.700893 (lr=4.0887e-05) (hash(x)=12835199)
|
| 879 |
+
843 train 7.903824 (lr=4.0634e-05) (hash(x)=10371632)
|
| 880 |
+
844 train 7.698252 (lr=4.0382e-05) (hash(x)=15118958)
|
| 881 |
+
845 train 7.754153 (lr=4.0132e-05) (hash(x)=12057844)
|
| 882 |
+
846 train 7.304929 (lr=3.9883e-05) (hash(x)=12276438)
|
| 883 |
+
847 train 7.685699 (lr=3.9635e-05) (hash(x)=16703203)
|
| 884 |
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848 train 7.361772 (lr=3.9389e-05) (hash(x)=12033983)
|
| 885 |
+
849 train 7.339394 (lr=3.9144e-05) (hash(x)=12424204)
|
| 886 |
+
850 val loss 7.3460
|
| 887 |
+
850 val perplexity 1549.9402
|
| 888 |
+
850 train 7.334066 (lr=3.8901e-05) (hash(x)=11830025)
|
| 889 |
+
851 train 7.695447 (lr=3.8659e-05) (hash(x)=17013185)
|
| 890 |
+
852 train 7.716277 (lr=3.8418e-05) (hash(x)=16760833)
|
| 891 |
+
853 train 7.571669 (lr=3.8178e-05) (hash(x)=11881739)
|
| 892 |
+
854 train 7.542478 (lr=3.7941e-05) (hash(x)=13649855)
|
| 893 |
+
855 train 7.355089 (lr=3.7704e-05) (hash(x)=15000294)
|
| 894 |
+
856 train 7.301039 (lr=3.7469e-05) (hash(x)=11412424)
|
| 895 |
+
857 train 7.359219 (lr=3.7235e-05) (hash(x)=13008387)
|
| 896 |
+
858 train 7.317033 (lr=3.7003e-05) (hash(x)=10899640)
|
| 897 |
+
859 train 7.171286 (lr=3.6772e-05) (hash(x)=10834161)
|
| 898 |
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860 train 7.124207 (lr=3.6542e-05) (hash(x)=10472237)
|
| 899 |
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861 train 7.621085 (lr=3.6314e-05) (hash(x)=15743796)
|
| 900 |
+
862 train 7.447645 (lr=3.6088e-05) (hash(x)=10842000)
|
| 901 |
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863 train 7.452590 (lr=3.5862e-05) (hash(x)=14862449)
|
| 902 |
+
864 train 7.916103 (lr=3.5639e-05) (hash(x)=15511051)
|
| 903 |
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865 train 7.265149 (lr=3.5416e-05) (hash(x)=11257626)
|
| 904 |
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866 train 7.786394 (lr=3.5195e-05) (hash(x)=17810791)
|
| 905 |
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867 train 7.196777 (lr=3.4976e-05) (hash(x)=10386532)
|
| 906 |
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868 train 7.076453 (lr=3.4758e-05) (hash(x)=12466709)
|
| 907 |
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869 train 7.274563 (lr=3.4541e-05) (hash(x)=11765736)
|
| 908 |
+
870 train 7.596333 (lr=3.4326e-05) (hash(x)=12448217)
|
| 909 |
+
871 train 7.316454 (lr=3.4113e-05) (hash(x)=13806874)
|
| 910 |
+
872 train 7.474932 (lr=3.3900e-05) (hash(x)=12238204)
|
| 911 |
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873 train 7.367246 (lr=3.3690e-05) (hash(x)=12702206)
|
| 912 |
+
874 train 7.529489 (lr=3.3480e-05) (hash(x)=13884223)
|
| 913 |
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875 train 7.297134 (lr=3.3273e-05) (hash(x)=12733894)
|
| 914 |
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876 train 7.515083 (lr=3.3066e-05) (hash(x)=7848745)
|
| 915 |
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877 train 7.645507 (lr=3.2862e-05) (hash(x)=13860937)
|
| 916 |
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878 train 7.831485 (lr=3.2658e-05) (hash(x)=14870569)
|
| 917 |
+
879 train 7.486482 (lr=3.2457e-05) (hash(x)=12259111)
|
| 918 |
+
880 train 7.315836 (lr=3.2256e-05) (hash(x)=12747643)
|
| 919 |
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881 train 7.429464 (lr=3.2058e-05) (hash(x)=14710730)
|
| 920 |
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882 train 7.379239 (lr=3.1860e-05) (hash(x)=12185557)
|
| 921 |
+
883 train 7.339972 (lr=3.1665e-05) (hash(x)=10003332)
|
| 922 |
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884 train 7.142712 (lr=3.1471e-05) (hash(x)=8591840)
|
| 923 |
+
885 train 7.457528 (lr=3.1278e-05) (hash(x)=13675590)
|
| 924 |
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886 train 6.886081 (lr=3.1087e-05) (hash(x)=11265029)
|
| 925 |
+
887 train 7.294426 (lr=3.0897e-05) (hash(x)=11837867)
|
| 926 |
+
888 train 7.812868 (lr=3.0709e-05) (hash(x)=11888580)
|
| 927 |
+
889 train 7.609653 (lr=3.0522e-05) (hash(x)=11296484)
|
| 928 |
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890 train 7.313854 (lr=3.0337e-05) (hash(x)=12991870)
|
| 929 |
+
891 train 7.457551 (lr=3.0154e-05) (hash(x)=13840537)
|
| 930 |
+
892 train 7.202431 (lr=2.9972e-05) (hash(x)=12800791)
|
| 931 |
+
893 train 7.545238 (lr=2.9791e-05) (hash(x)=14920737)
|
| 932 |
+
894 train 7.456173 (lr=2.9613e-05) (hash(x)=13950257)
|
| 933 |
+
895 train 7.246991 (lr=2.9435e-05) (hash(x)=12159808)
|
| 934 |
+
896 train 7.445202 (lr=2.9260e-05) (hash(x)=12734109)
|
| 935 |
+
897 train 7.236135 (lr=2.9085e-05) (hash(x)=9163004)
|
| 936 |
+
898 train 7.272314 (lr=2.8913e-05) (hash(x)=11771048)
|
| 937 |
+
899 train 7.508772 (lr=2.8742e-05) (hash(x)=13797226)
|
| 938 |
+
900 val loss 7.3290
|
| 939 |
+
900 val perplexity 1523.8252
|
| 940 |
+
900 train 7.405778 (lr=2.8572e-05) (hash(x)=12813851)
|
| 941 |
+
901 train 7.294621 (lr=2.8404e-05) (hash(x)=10204611)
|
| 942 |
+
902 train 7.431230 (lr=2.8238e-05) (hash(x)=11849134)
|
| 943 |
+
903 train 7.439422 (lr=2.8073e-05) (hash(x)=12372219)
|
| 944 |
+
904 train 7.466256 (lr=2.7910e-05) (hash(x)=14633473)
|
| 945 |
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905 train 7.304804 (lr=2.7749e-05) (hash(x)=12434908)
|
| 946 |
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906 train 7.503487 (lr=2.7589e-05) (hash(x)=11743620)
|
| 947 |
+
907 train 7.228284 (lr=2.7430e-05) (hash(x)=11371435)
|
| 948 |
+
908 train 7.407928 (lr=2.7274e-05) (hash(x)=12483864)
|
| 949 |
+
909 train 7.426461 (lr=2.7119e-05) (hash(x)=13523826)
|
| 950 |
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910 train 7.297338 (lr=2.6965e-05) (hash(x)=11575838)
|
| 951 |
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911 train 7.297334 (lr=2.6813e-05) (hash(x)=10910611)
|
| 952 |
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912 train 7.257138 (lr=2.6663e-05) (hash(x)=10322819)
|
| 953 |
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913 train 7.282458 (lr=2.6514e-05) (hash(x)=12905087)
|
| 954 |
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914 train 7.508273 (lr=2.6367e-05) (hash(x)=11755845)
|
| 955 |
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915 train 7.585574 (lr=2.6221e-05) (hash(x)=10985712)
|
| 956 |
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916 train 7.114016 (lr=2.6077e-05) (hash(x)=10264591)
|
| 957 |
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917 train 7.572395 (lr=2.5935e-05) (hash(x)=13245256)
|
| 958 |
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918 train 7.296788 (lr=2.5795e-05) (hash(x)=13080408)
|
| 959 |
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919 train 7.365932 (lr=2.5656e-05) (hash(x)=12509276)
|
| 960 |
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920 train 7.305144 (lr=2.5518e-05) (hash(x)=12427196)
|
| 961 |
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921 train 7.393879 (lr=2.5383e-05) (hash(x)=13538047)
|
| 962 |
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922 train 7.478158 (lr=2.5249e-05) (hash(x)=16129945)
|
| 963 |
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923 train 7.667432 (lr=2.5116e-05) (hash(x)=12953787)
|
| 964 |
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924 train 7.382128 (lr=2.4985e-05) (hash(x)=9473654)
|
| 965 |
+
925 train 7.342725 (lr=2.4856e-05) (hash(x)=9468319)
|
| 966 |
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926 train 7.406217 (lr=2.4729e-05) (hash(x)=13193021)
|
| 967 |
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927 train 7.526223 (lr=2.4603e-05) (hash(x)=12720900)
|
| 968 |
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928 train 7.260283 (lr=2.4479e-05) (hash(x)=10634942)
|
| 969 |
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929 train 7.226396 (lr=2.4356e-05) (hash(x)=12030112)
|
| 970 |
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930 train 7.358836 (lr=2.4235e-05) (hash(x)=12212081)
|
| 971 |
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931 train 7.196365 (lr=2.4116e-05) (hash(x)=16075757)
|
| 972 |
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932 train 7.981443 (lr=2.3998e-05) (hash(x)=16126508)
|
| 973 |
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933 train 7.060184 (lr=2.3883e-05) (hash(x)=11540359)
|
| 974 |
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934 train 7.327433 (lr=2.3768e-05) (hash(x)=13428693)
|
| 975 |
+
935 train 7.543718 (lr=2.3656e-05) (hash(x)=14048369)
|
| 976 |
+
936 train 7.670028 (lr=2.3545e-05) (hash(x)=12554502)
|
| 977 |
+
937 train 7.589133 (lr=2.3436e-05) (hash(x)=12961504)
|
| 978 |
+
938 train 7.784477 (lr=2.3328e-05) (hash(x)=12343533)
|
| 979 |
+
939 train 7.640431 (lr=2.3222e-05) (hash(x)=12602604)
|
| 980 |
+
940 train 7.452373 (lr=2.3118e-05) (hash(x)=11612970)
|
| 981 |
+
941 train 7.642474 (lr=2.3016e-05) (hash(x)=14173792)
|
| 982 |
+
942 train 7.743091 (lr=2.2915e-05) (hash(x)=15456213)
|
| 983 |
+
943 train 7.243293 (lr=2.2816e-05) (hash(x)=11552959)
|
| 984 |
+
944 train 7.278809 (lr=2.2718e-05) (hash(x)=9453679)
|
| 985 |
+
945 train 7.415085 (lr=2.2623e-05) (hash(x)=11986216)
|
| 986 |
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946 train 7.328720 (lr=2.2528e-05) (hash(x)=11356627)
|
| 987 |
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947 train 7.506425 (lr=2.2436e-05) (hash(x)=9890481)
|
| 988 |
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948 train 7.267688 (lr=2.2345e-05) (hash(x)=11347234)
|
| 989 |
+
949 train 7.207678 (lr=2.2256e-05) (hash(x)=13052540)
|
| 990 |
+
950 val loss 7.3231
|
| 991 |
+
950 val perplexity 1514.8345
|
| 992 |
+
950 train 7.199020 (lr=2.2169e-05) (hash(x)=13065639)
|
| 993 |
+
951 train 7.486315 (lr=2.2084e-05) (hash(x)=13423367)
|
| 994 |
+
952 train 7.360673 (lr=2.2000e-05) (hash(x)=13054517)
|
| 995 |
+
953 train 7.377185 (lr=2.1918e-05) (hash(x)=12494434)
|
| 996 |
+
954 train 7.175545 (lr=2.1837e-05) (hash(x)=12496694)
|
| 997 |
+
955 train 7.179671 (lr=2.1758e-05) (hash(x)=11555634)
|
| 998 |
+
956 train 7.172164 (lr=2.1681e-05) (hash(x)=10983636)
|
| 999 |
+
957 train 7.622031 (lr=2.1606e-05) (hash(x)=17108448)
|
| 1000 |
+
958 train 8.127798 (lr=2.1532e-05) (hash(x)=15985570)
|
| 1001 |
+
959 train 8.135619 (lr=2.1461e-05) (hash(x)=14914789)
|
| 1002 |
+
960 train 8.048985 (lr=2.1390e-05) (hash(x)=13097897)
|
| 1003 |
+
961 train 8.072018 (lr=2.1322e-05) (hash(x)=16237319)
|
| 1004 |
+
962 train 8.021012 (lr=2.1255e-05) (hash(x)=16105534)
|
| 1005 |
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963 train 8.051115 (lr=2.1190e-05) (hash(x)=16763637)
|
| 1006 |
+
964 train 7.994876 (lr=2.1127e-05) (hash(x)=16598501)
|
| 1007 |
+
965 train 8.005061 (lr=2.1065e-05) (hash(x)=15222896)
|
| 1008 |
+
966 train 8.045486 (lr=2.1005e-05) (hash(x)=14919621)
|
| 1009 |
+
967 train 8.099416 (lr=2.0947e-05) (hash(x)=15783017)
|
| 1010 |
+
968 train 7.970376 (lr=2.0891e-05) (hash(x)=15370617)
|
| 1011 |
+
969 train 8.179298 (lr=2.0836e-05) (hash(x)=17102921)
|
| 1012 |
+
970 train 7.981600 (lr=2.0783e-05) (hash(x)=15358790)
|
| 1013 |
+
971 train 8.135964 (lr=2.0732e-05) (hash(x)=16354494)
|
| 1014 |
+
972 train 8.044673 (lr=2.0682e-05) (hash(x)=13580270)
|
| 1015 |
+
973 train 7.450547 (lr=2.0634e-05) (hash(x)=14615340)
|
| 1016 |
+
974 train 7.453959 (lr=2.0588e-05) (hash(x)=12022804)
|
| 1017 |
+
975 train 7.568706 (lr=2.0544e-05) (hash(x)=13512761)
|
| 1018 |
+
976 train 7.840421 (lr=2.0501e-05) (hash(x)=16681653)
|
| 1019 |
+
977 train 7.491522 (lr=2.0460e-05) (hash(x)=10750782)
|
| 1020 |
+
978 train 7.417721 (lr=2.0421e-05) (hash(x)=12643825)
|
| 1021 |
+
979 train 7.254063 (lr=2.0384e-05) (hash(x)=13751537)
|
| 1022 |
+
980 train 7.433456 (lr=2.0348e-05) (hash(x)=12575386)
|
| 1023 |
+
981 train 7.356341 (lr=2.0314e-05) (hash(x)=12343566)
|
| 1024 |
+
982 train 7.370157 (lr=2.0282e-05) (hash(x)=11685246)
|
| 1025 |
+
983 train 7.270071 (lr=2.0252e-05) (hash(x)=13830852)
|
| 1026 |
+
984 train 7.601840 (lr=2.0223e-05) (hash(x)=11998502)
|
| 1027 |
+
985 train 7.271432 (lr=2.0196e-05) (hash(x)=11170832)
|
| 1028 |
+
986 train 7.265491 (lr=2.0171e-05) (hash(x)=11482404)
|
| 1029 |
+
987 train 7.421940 (lr=2.0147e-05) (hash(x)=14841133)
|
| 1030 |
+
988 train 7.535845 (lr=2.0125e-05) (hash(x)=14960072)
|
| 1031 |
+
989 train 7.444242 (lr=2.0105e-05) (hash(x)=13683107)
|
| 1032 |
+
990 train 7.408623 (lr=2.0087e-05) (hash(x)=11884964)
|
| 1033 |
+
991 train 7.484094 (lr=2.0071e-05) (hash(x)=11832803)
|
| 1034 |
+
992 train 7.187645 (lr=2.0056e-05) (hash(x)=11624359)
|
| 1035 |
+
993 train 7.281477 (lr=2.0043e-05) (hash(x)=11362245)
|
| 1036 |
+
994 train 7.420945 (lr=2.0031e-05) (hash(x)=13335953)
|
| 1037 |
+
995 train 10.674305 (lr=2.0022e-05) (hash(x)=27572323)
|
| 1038 |
+
996 train 11.717047 (lr=2.0014e-05) (hash(x)=30981287)
|
| 1039 |
+
997 train 11.691801 (lr=2.0008e-05) (hash(x)=36479466)
|
| 1040 |
+
998 train 12.197124 (lr=2.0003e-05) (hash(x)=34231765)
|
| 1041 |
+
999 val loss 7.3216
|
| 1042 |
+
999 val perplexity 1512.6554
|
| 1043 |
+
999 train 11.088883 (lr=2.0001e-05) (hash(x)=31819669)
|
lr2e-4_total_batch_size10240_seq_len256/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:75e3ac46053da95522b01ecf3ae3631ad35817fa65c44577e8261cdffd288a84
|
| 3 |
+
size 38587970
|
lr2e-4_total_batch_size10240_seq_len256/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:89cf77c8b8e796feca265433c9f68c2e6d841963b3cb749e704b0eeabaf1b126
|
| 3 |
+
size 70895430
|