Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size5120_seq_len256/args.json +1 -0
- lr1e-4_total_batch_size5120_seq_len256/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size5120_seq_len256/log2.txt +1043 -0
- lr1e-4_total_batch_size5120_seq_len256/model_00999.pt +3 -0
- lr1e-4_total_batch_size5120_seq_len256/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size5120_seq_len256/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size5120_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": 5120, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1e-4_total_batch_size5120_seq_len256/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:60582085b67f79a59d68bfd29cd9c94a65421fc83fc6750cd587ed93c2812fa4
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size 964
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lr1e-4_total_batch_size5120_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 11.745071 (lr=3.4965e-07) (hash(x)=12372582)
|
| 5 |
+
1 train 11.758301 (lr=6.9930e-07) (hash(x)=12683395)
|
| 6 |
+
2 train 11.760255 (lr=1.0490e-06) (hash(x)=14107219)
|
| 7 |
+
3 train 11.729419 (lr=1.3986e-06) (hash(x)=12136211)
|
| 8 |
+
4 train 11.751030 (lr=1.7483e-06) (hash(x)=12407129)
|
| 9 |
+
5 train 11.716742 (lr=2.0979e-06) (hash(x)=13068552)
|
| 10 |
+
6 train 11.766962 (lr=2.4476e-06) (hash(x)=17450022)
|
| 11 |
+
7 train 11.743189 (lr=2.7972e-06) (hash(x)=9915468)
|
| 12 |
+
8 train 11.741367 (lr=3.1469e-06) (hash(x)=13548512)
|
| 13 |
+
9 train 11.741474 (lr=3.4965e-06) (hash(x)=12164183)
|
| 14 |
+
10 train 11.725018 (lr=3.8462e-06) (hash(x)=13803353)
|
| 15 |
+
11 train 11.722281 (lr=4.1958e-06) (hash(x)=13629277)
|
| 16 |
+
12 train 11.714296 (lr=4.5455e-06) (hash(x)=12917812)
|
| 17 |
+
13 train 11.730721 (lr=4.8951e-06) (hash(x)=13413021)
|
| 18 |
+
14 train 11.696169 (lr=5.2448e-06) (hash(x)=12655054)
|
| 19 |
+
15 train 11.683971 (lr=5.5944e-06) (hash(x)=12684830)
|
| 20 |
+
16 train 11.621240 (lr=5.9441e-06) (hash(x)=13439617)
|
| 21 |
+
17 train 11.674701 (lr=6.2937e-06) (hash(x)=13262550)
|
| 22 |
+
18 train 11.661559 (lr=6.6434e-06) (hash(x)=11975280)
|
| 23 |
+
19 train 11.650582 (lr=6.9930e-06) (hash(x)=12003126)
|
| 24 |
+
20 train 11.627670 (lr=7.3427e-06) (hash(x)=12313617)
|
| 25 |
+
21 train 11.580272 (lr=7.6923e-06) (hash(x)=14144015)
|
| 26 |
+
22 train 11.588894 (lr=8.0420e-06) (hash(x)=11178611)
|
| 27 |
+
23 train 11.550992 (lr=8.3916e-06) (hash(x)=12014715)
|
| 28 |
+
24 train 11.558554 (lr=8.7413e-06) (hash(x)=15240676)
|
| 29 |
+
25 train 11.494004 (lr=9.0909e-06) (hash(x)=14912984)
|
| 30 |
+
26 train 11.499259 (lr=9.4406e-06) (hash(x)=11487406)
|
| 31 |
+
27 train 11.473790 (lr=9.7902e-06) (hash(x)=9492167)
|
| 32 |
+
28 train 11.510754 (lr=1.0140e-05) (hash(x)=10765326)
|
| 33 |
+
29 train 11.451578 (lr=1.0490e-05) (hash(x)=15241928)
|
| 34 |
+
30 train 11.439598 (lr=1.0839e-05) (hash(x)=12215703)
|
| 35 |
+
31 train 11.364937 (lr=1.1189e-05) (hash(x)=12595649)
|
| 36 |
+
32 train 11.408415 (lr=1.1538e-05) (hash(x)=12726494)
|
| 37 |
+
33 train 11.346420 (lr=1.1888e-05) (hash(x)=15162520)
|
| 38 |
+
34 train 11.347469 (lr=1.2238e-05) (hash(x)=10640461)
|
| 39 |
+
35 train 11.328934 (lr=1.2587e-05) (hash(x)=11980631)
|
| 40 |
+
36 train 11.333309 (lr=1.2937e-05) (hash(x)=10568919)
|
| 41 |
+
37 train 11.335015 (lr=1.3287e-05) (hash(x)=13172222)
|
| 42 |
+
38 train 11.250566 (lr=1.3636e-05) (hash(x)=11575367)
|
| 43 |
+
39 train 11.226089 (lr=1.3986e-05) (hash(x)=11101031)
|
| 44 |
+
40 train 11.216280 (lr=1.4336e-05) (hash(x)=10304235)
|
| 45 |
+
41 train 11.180510 (lr=1.4685e-05) (hash(x)=13275746)
|
| 46 |
+
42 train 11.105244 (lr=1.5035e-05) (hash(x)=14309786)
|
| 47 |
+
43 train 11.080940 (lr=1.5385e-05) (hash(x)=14316349)
|
| 48 |
+
44 train 11.062172 (lr=1.5734e-05) (hash(x)=13999350)
|
| 49 |
+
45 train 11.090105 (lr=1.6084e-05) (hash(x)=14143687)
|
| 50 |
+
46 train 11.051409 (lr=1.6434e-05) (hash(x)=11365466)
|
| 51 |
+
47 train 11.011821 (lr=1.6783e-05) (hash(x)=12036401)
|
| 52 |
+
48 train 10.966129 (lr=1.7133e-05) (hash(x)=11730055)
|
| 53 |
+
49 train 10.963387 (lr=1.7483e-05) (hash(x)=11143776)
|
| 54 |
+
50 val loss 10.8994
|
| 55 |
+
50 val perplexity 54141.9453
|
| 56 |
+
50 train 10.913265 (lr=1.7832e-05) (hash(x)=12724270)
|
| 57 |
+
51 train 10.871304 (lr=1.8182e-05) (hash(x)=12337125)
|
| 58 |
+
52 train 10.806276 (lr=1.8531e-05) (hash(x)=12381632)
|
| 59 |
+
53 train 10.815655 (lr=1.8881e-05) (hash(x)=10700109)
|
| 60 |
+
54 train 10.726335 (lr=1.9231e-05) (hash(x)=13197786)
|
| 61 |
+
55 train 10.694447 (lr=1.9580e-05) (hash(x)=11823810)
|
| 62 |
+
56 train 10.774783 (lr=1.9930e-05) (hash(x)=12172918)
|
| 63 |
+
57 train 10.695652 (lr=2.0280e-05) (hash(x)=12070591)
|
| 64 |
+
58 train 10.653001 (lr=2.0629e-05) (hash(x)=14199166)
|
| 65 |
+
59 train 10.706221 (lr=2.0979e-05) (hash(x)=13033959)
|
| 66 |
+
60 train 10.646333 (lr=2.1329e-05) (hash(x)=12802857)
|
| 67 |
+
61 train 10.583052 (lr=2.1678e-05) (hash(x)=10786770)
|
| 68 |
+
62 train 10.596500 (lr=2.2028e-05) (hash(x)=11809534)
|
| 69 |
+
63 train 10.427666 (lr=2.2378e-05) (hash(x)=13549925)
|
| 70 |
+
64 train 10.356149 (lr=2.2727e-05) (hash(x)=10914323)
|
| 71 |
+
65 train 10.341787 (lr=2.3077e-05) (hash(x)=14101838)
|
| 72 |
+
66 train 10.481901 (lr=2.3427e-05) (hash(x)=11235125)
|
| 73 |
+
67 train 10.491489 (lr=2.3776e-05) (hash(x)=14220701)
|
| 74 |
+
68 train 10.312720 (lr=2.4126e-05) (hash(x)=12126282)
|
| 75 |
+
69 train 10.401936 (lr=2.4476e-05) (hash(x)=14571180)
|
| 76 |
+
70 train 10.298226 (lr=2.4825e-05) (hash(x)=14173731)
|
| 77 |
+
71 train 10.436249 (lr=2.5175e-05) (hash(x)=13252262)
|
| 78 |
+
72 train 10.241750 (lr=2.5524e-05) (hash(x)=14118291)
|
| 79 |
+
73 train 10.247091 (lr=2.5874e-05) (hash(x)=13676730)
|
| 80 |
+
74 train 10.323200 (lr=2.6224e-05) (hash(x)=13927111)
|
| 81 |
+
75 train 10.263255 (lr=2.6573e-05) (hash(x)=14638145)
|
| 82 |
+
76 train 10.233685 (lr=2.6923e-05) (hash(x)=14977819)
|
| 83 |
+
77 train 10.228270 (lr=2.7273e-05) (hash(x)=14385711)
|
| 84 |
+
78 train 10.318845 (lr=2.7622e-05) (hash(x)=12219671)
|
| 85 |
+
79 train 10.309094 (lr=2.7972e-05) (hash(x)=13749054)
|
| 86 |
+
80 train 10.321883 (lr=2.8322e-05) (hash(x)=11709001)
|
| 87 |
+
81 train 10.269677 (lr=2.8671e-05) (hash(x)=12469703)
|
| 88 |
+
82 train 10.246694 (lr=2.9021e-05) (hash(x)=11330478)
|
| 89 |
+
83 train 10.217027 (lr=2.9371e-05) (hash(x)=12681760)
|
| 90 |
+
84 train 10.256632 (lr=2.9720e-05) (hash(x)=15215674)
|
| 91 |
+
85 train 10.239624 (lr=3.0070e-05) (hash(x)=12423697)
|
| 92 |
+
86 train 10.149387 (lr=3.0420e-05) (hash(x)=11789526)
|
| 93 |
+
87 train 10.160826 (lr=3.0769e-05) (hash(x)=14461706)
|
| 94 |
+
88 train 10.203817 (lr=3.1119e-05) (hash(x)=10984941)
|
| 95 |
+
89 train 10.160625 (lr=3.1469e-05) (hash(x)=13727016)
|
| 96 |
+
90 train 10.065689 (lr=3.1818e-05) (hash(x)=12862054)
|
| 97 |
+
91 train 10.007358 (lr=3.2168e-05) (hash(x)=14235218)
|
| 98 |
+
92 train 10.132554 (lr=3.2517e-05) (hash(x)=13621196)
|
| 99 |
+
93 train 10.102695 (lr=3.2867e-05) (hash(x)=12501568)
|
| 100 |
+
94 train 10.272562 (lr=3.3217e-05) (hash(x)=12274822)
|
| 101 |
+
95 train 10.121917 (lr=3.3566e-05) (hash(x)=11735995)
|
| 102 |
+
96 train 10.234634 (lr=3.3916e-05) (hash(x)=13050719)
|
| 103 |
+
97 train 10.273458 (lr=3.4266e-05) (hash(x)=11569945)
|
| 104 |
+
98 train 10.068501 (lr=3.4615e-05) (hash(x)=11109133)
|
| 105 |
+
99 train 10.067688 (lr=3.4965e-05) (hash(x)=11641112)
|
| 106 |
+
100 val loss 10.0889
|
| 107 |
+
100 val perplexity 24073.1855
|
| 108 |
+
100 train 10.115582 (lr=3.5315e-05) (hash(x)=11507240)
|
| 109 |
+
101 train 10.060678 (lr=3.5664e-05) (hash(x)=11536784)
|
| 110 |
+
102 train 10.075945 (lr=3.6014e-05) (hash(x)=11514312)
|
| 111 |
+
103 train 10.202707 (lr=3.6364e-05) (hash(x)=12231701)
|
| 112 |
+
104 train 10.093767 (lr=3.6713e-05) (hash(x)=10619273)
|
| 113 |
+
105 train 10.042521 (lr=3.7063e-05) (hash(x)=13521301)
|
| 114 |
+
106 train 9.912802 (lr=3.7413e-05) (hash(x)=10295729)
|
| 115 |
+
107 train 9.993573 (lr=3.7762e-05) (hash(x)=10175470)
|
| 116 |
+
108 train 10.054693 (lr=3.8112e-05) (hash(x)=11948399)
|
| 117 |
+
109 train 10.043325 (lr=3.8462e-05) (hash(x)=13903066)
|
| 118 |
+
110 train 10.519420 (lr=3.8811e-05) (hash(x)=16265112)
|
| 119 |
+
111 train 9.990005 (lr=3.9161e-05) (hash(x)=14117945)
|
| 120 |
+
112 train 9.940434 (lr=3.9510e-05) (hash(x)=12712901)
|
| 121 |
+
113 train 10.020107 (lr=3.9860e-05) (hash(x)=14851356)
|
| 122 |
+
114 train 10.048941 (lr=4.0210e-05) (hash(x)=12337690)
|
| 123 |
+
115 train 9.977542 (lr=4.0559e-05) (hash(x)=13116544)
|
| 124 |
+
116 train 9.927397 (lr=4.0909e-05) (hash(x)=16794825)
|
| 125 |
+
117 train 9.987131 (lr=4.1259e-05) (hash(x)=16366718)
|
| 126 |
+
118 train 9.963415 (lr=4.1608e-05) (hash(x)=13520931)
|
| 127 |
+
119 train 9.917052 (lr=4.1958e-05) (hash(x)=12678303)
|
| 128 |
+
120 train 9.899405 (lr=4.2308e-05) (hash(x)=10020764)
|
| 129 |
+
121 train 9.781209 (lr=4.2657e-05) (hash(x)=11144768)
|
| 130 |
+
122 train 10.016682 (lr=4.3007e-05) (hash(x)=10378383)
|
| 131 |
+
123 train 9.859229 (lr=4.3357e-05) (hash(x)=11927462)
|
| 132 |
+
124 train 9.830335 (lr=4.3706e-05) (hash(x)=13130532)
|
| 133 |
+
125 train 9.841994 (lr=4.4056e-05) (hash(x)=10418366)
|
| 134 |
+
126 train 9.893745 (lr=4.4406e-05) (hash(x)=14920480)
|
| 135 |
+
127 train 9.891519 (lr=4.4755e-05) (hash(x)=12758461)
|
| 136 |
+
128 train 9.901266 (lr=4.5105e-05) (hash(x)=14632236)
|
| 137 |
+
129 train 9.919140 (lr=4.5455e-05) (hash(x)=11680802)
|
| 138 |
+
130 train 9.867279 (lr=4.5804e-05) (hash(x)=12682477)
|
| 139 |
+
131 train 9.959133 (lr=4.6154e-05) (hash(x)=11946230)
|
| 140 |
+
132 train 9.876947 (lr=4.6503e-05) (hash(x)=15160610)
|
| 141 |
+
133 train 9.754589 (lr=4.6853e-05) (hash(x)=11704519)
|
| 142 |
+
134 train 9.687277 (lr=4.7203e-05) (hash(x)=12746108)
|
| 143 |
+
135 train 9.733885 (lr=4.7552e-05) (hash(x)=13701311)
|
| 144 |
+
136 train 9.762169 (lr=4.7902e-05) (hash(x)=15682136)
|
| 145 |
+
137 train 9.779931 (lr=4.8252e-05) (hash(x)=12751615)
|
| 146 |
+
138 train 9.812056 (lr=4.8601e-05) (hash(x)=13420600)
|
| 147 |
+
139 train 9.701154 (lr=4.8951e-05) (hash(x)=11198382)
|
| 148 |
+
140 train 9.811452 (lr=4.9301e-05) (hash(x)=11556406)
|
| 149 |
+
141 train 9.820650 (lr=4.9650e-05) (hash(x)=16075171)
|
| 150 |
+
142 train 9.924412 (lr=5.0000e-05) (hash(x)=16911864)
|
| 151 |
+
143 train 9.712167 (lr=5.0350e-05) (hash(x)=14346433)
|
| 152 |
+
144 train 9.775518 (lr=5.0699e-05) (hash(x)=12105279)
|
| 153 |
+
145 train 9.734037 (lr=5.1049e-05) (hash(x)=12888806)
|
| 154 |
+
146 train 9.769306 (lr=5.1399e-05) (hash(x)=11676047)
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147 train 9.923992 (lr=5.1748e-05) (hash(x)=17855984)
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148 train 9.805021 (lr=5.2098e-05) (hash(x)=14922202)
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149 train 9.723958 (lr=5.2448e-05) (hash(x)=9616381)
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150 val loss 9.6526
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150 val perplexity 15561.5488
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150 train 9.714430 (lr=5.2797e-05) (hash(x)=11978542)
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151 train 10.330320 (lr=5.3147e-05) (hash(x)=18910052)
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152 train 9.971045 (lr=5.3497e-05) (hash(x)=13545339)
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153 train 9.589483 (lr=5.3846e-05) (hash(x)=12769596)
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154 train 9.584196 (lr=5.4196e-05) (hash(x)=12235730)
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155 train 9.832221 (lr=5.4545e-05) (hash(x)=11885403)
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156 train 9.669153 (lr=5.4895e-05) (hash(x)=12677961)
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157 train 9.687387 (lr=5.5245e-05) (hash(x)=12476514)
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158 train 9.681535 (lr=5.5594e-05) (hash(x)=13656193)
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159 train 9.645142 (lr=5.5944e-05) (hash(x)=12508350)
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160 train 9.515568 (lr=5.6294e-05) (hash(x)=11204172)
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161 train 9.546794 (lr=5.6643e-05) (hash(x)=10745637)
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162 train 9.533916 (lr=5.6993e-05) (hash(x)=11844793)
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163 train 9.696778 (lr=5.7343e-05) (hash(x)=10862804)
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164 train 9.699289 (lr=5.7692e-05) (hash(x)=12061659)
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165 train 9.579821 (lr=5.8042e-05) (hash(x)=15075084)
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166 train 9.535169 (lr=5.8392e-05) (hash(x)=12508408)
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167 train 9.534990 (lr=5.8741e-05) (hash(x)=14043988)
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168 train 9.327209 (lr=5.9091e-05) (hash(x)=10401493)
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169 train 9.395159 (lr=5.9441e-05) (hash(x)=12667924)
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170 train 9.330454 (lr=5.9790e-05) (hash(x)=12778664)
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171 train 9.450498 (lr=6.0140e-05) (hash(x)=11916406)
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172 train 9.491482 (lr=6.0490e-05) (hash(x)=11516862)
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173 train 9.342565 (lr=6.0839e-05) (hash(x)=13406195)
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174 train 9.501434 (lr=6.1189e-05) (hash(x)=12116183)
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175 train 9.358486 (lr=6.1538e-05) (hash(x)=11968227)
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176 train 9.534603 (lr=6.1888e-05) (hash(x)=12134811)
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177 train 9.391093 (lr=6.2238e-05) (hash(x)=11927490)
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178 train 9.402212 (lr=6.2587e-05) (hash(x)=12684747)
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179 train 9.376186 (lr=6.2937e-05) (hash(x)=13290191)
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180 train 9.463200 (lr=6.3287e-05) (hash(x)=11789931)
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181 train 9.241015 (lr=6.3636e-05) (hash(x)=11771253)
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182 train 9.391233 (lr=6.3986e-05) (hash(x)=10693812)
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183 train 9.392084 (lr=6.4336e-05) (hash(x)=15670776)
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184 train 9.313274 (lr=6.4685e-05) (hash(x)=13586931)
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185 train 9.242701 (lr=6.5035e-05) (hash(x)=11306133)
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186 train 9.292295 (lr=6.5385e-05) (hash(x)=12636637)
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187 train 9.471985 (lr=6.5734e-05) (hash(x)=14358384)
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188 train 9.272419 (lr=6.6084e-05) (hash(x)=11557997)
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189 train 9.227139 (lr=6.6434e-05) (hash(x)=10267428)
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190 train 9.386654 (lr=6.6783e-05) (hash(x)=11861629)
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191 train 9.229574 (lr=6.7133e-05) (hash(x)=11289341)
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192 train 9.251202 (lr=6.7483e-05) (hash(x)=11666650)
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193 train 9.199606 (lr=6.7832e-05) (hash(x)=14062293)
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194 train 9.310980 (lr=6.8182e-05) (hash(x)=10785993)
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195 train 9.356422 (lr=6.8531e-05) (hash(x)=14736057)
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196 train 9.229067 (lr=6.8881e-05) (hash(x)=12054745)
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197 train 9.584971 (lr=6.9231e-05) (hash(x)=16036112)
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198 train 9.507402 (lr=6.9580e-05) (hash(x)=16263589)
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199 train 9.221516 (lr=6.9930e-05) (hash(x)=11482477)
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200 val loss 9.2076
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| 211 |
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200 val perplexity 9972.3926
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200 train 9.293366 (lr=7.0280e-05) (hash(x)=13356719)
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201 train 9.261099 (lr=7.0629e-05) (hash(x)=12742648)
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202 train 9.157481 (lr=7.0979e-05) (hash(x)=11963702)
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203 train 9.203009 (lr=7.1329e-05) (hash(x)=15429973)
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204 train 9.214949 (lr=7.1678e-05) (hash(x)=13257554)
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205 train 9.241796 (lr=7.2028e-05) (hash(x)=13972190)
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206 train 9.260845 (lr=7.2378e-05) (hash(x)=13430094)
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207 train 9.114950 (lr=7.2727e-05) (hash(x)=10345057)
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208 train 9.197392 (lr=7.3077e-05) (hash(x)=14689084)
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209 train 9.064786 (lr=7.3427e-05) (hash(x)=11609727)
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210 train 9.138233 (lr=7.3776e-05) (hash(x)=13860968)
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211 train 9.024152 (lr=7.4126e-05) (hash(x)=10816510)
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212 train 8.839532 (lr=7.4476e-05) (hash(x)=10255921)
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213 train 9.185515 (lr=7.4825e-05) (hash(x)=11801604)
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214 train 9.070998 (lr=7.5175e-05) (hash(x)=11442918)
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215 train 9.087047 (lr=7.5524e-05) (hash(x)=11157124)
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216 train 9.171734 (lr=7.5874e-05) (hash(x)=9862579)
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217 train 9.025509 (lr=7.6224e-05) (hash(x)=11666699)
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218 train 8.960950 (lr=7.6573e-05) (hash(x)=15933079)
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219 train 9.037056 (lr=7.6923e-05) (hash(x)=12349897)
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220 train 9.028759 (lr=7.7273e-05) (hash(x)=11150337)
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221 train 9.021337 (lr=7.7622e-05) (hash(x)=11648826)
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222 train 9.046867 (lr=7.7972e-05) (hash(x)=11198064)
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223 train 8.925087 (lr=7.8322e-05) (hash(x)=10750452)
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224 train 8.902761 (lr=7.8671e-05) (hash(x)=11819859)
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225 train 8.922842 (lr=7.9021e-05) (hash(x)=12114386)
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226 train 9.047170 (lr=7.9371e-05) (hash(x)=13023365)
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227 train 8.950422 (lr=7.9720e-05) (hash(x)=11859950)
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228 train 8.810795 (lr=8.0070e-05) (hash(x)=12542485)
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229 train 8.822716 (lr=8.0420e-05) (hash(x)=12837162)
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230 train 8.896549 (lr=8.0769e-05) (hash(x)=12185415)
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231 train 8.935103 (lr=8.1119e-05) (hash(x)=8921601)
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232 train 8.838991 (lr=8.1469e-05) (hash(x)=11572366)
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233 train 8.426647 (lr=8.1818e-05) (hash(x)=9125058)
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234 train 8.647223 (lr=8.2168e-05) (hash(x)=12007582)
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235 train 8.742462 (lr=8.2517e-05) (hash(x)=11333049)
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236 train 8.714151 (lr=8.2867e-05) (hash(x)=10626272)
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237 train 8.814505 (lr=8.3217e-05) (hash(x)=13807539)
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238 train 8.802027 (lr=8.3566e-05) (hash(x)=11429976)
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239 train 8.647377 (lr=8.3916e-05) (hash(x)=12165500)
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240 train 8.892940 (lr=8.4266e-05) (hash(x)=15491314)
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241 train 8.771452 (lr=8.4615e-05) (hash(x)=14343620)
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242 train 8.725523 (lr=8.4965e-05) (hash(x)=12358970)
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243 train 8.810232 (lr=8.5315e-05) (hash(x)=13153948)
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244 train 8.878004 (lr=8.5664e-05) (hash(x)=12935023)
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245 train 8.674495 (lr=8.6014e-05) (hash(x)=14497853)
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246 train 8.634483 (lr=8.6364e-05) (hash(x)=12545808)
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247 train 8.917095 (lr=8.6713e-05) (hash(x)=13569316)
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248 train 8.775635 (lr=8.7063e-05) (hash(x)=13033944)
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249 train 8.773870 (lr=8.7413e-05) (hash(x)=14212041)
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250 val loss 8.6448
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| 263 |
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250 val perplexity 5680.4673
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| 264 |
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250 train 8.854788 (lr=8.7762e-05) (hash(x)=10769873)
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251 train 8.689565 (lr=8.8112e-05) (hash(x)=11456278)
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252 train 8.622475 (lr=8.8462e-05) (hash(x)=13141720)
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253 train 8.521441 (lr=8.8811e-05) (hash(x)=13563812)
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254 train 8.635357 (lr=8.9161e-05) (hash(x)=12645610)
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255 train 8.593071 (lr=8.9510e-05) (hash(x)=14043713)
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256 train 8.727262 (lr=8.9860e-05) (hash(x)=14545052)
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257 train 8.554062 (lr=9.0210e-05) (hash(x)=13968786)
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258 train 8.714911 (lr=9.0559e-05) (hash(x)=11573299)
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259 train 8.590847 (lr=9.0909e-05) (hash(x)=11896948)
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260 train 8.688370 (lr=9.1259e-05) (hash(x)=11602278)
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261 train 8.653865 (lr=9.1608e-05) (hash(x)=13298324)
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262 train 8.765777 (lr=9.1958e-05) (hash(x)=13232135)
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263 train 8.495005 (lr=9.2308e-05) (hash(x)=11969650)
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264 train 8.526446 (lr=9.2657e-05) (hash(x)=12202825)
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265 train 8.442101 (lr=9.3007e-05) (hash(x)=12021926)
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266 train 8.406853 (lr=9.3357e-05) (hash(x)=11486982)
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267 train 8.461126 (lr=9.3706e-05) (hash(x)=14387351)
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268 train 8.540955 (lr=9.4056e-05) (hash(x)=14588570)
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269 train 8.360983 (lr=9.4406e-05) (hash(x)=13939547)
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270 train 8.278429 (lr=9.4755e-05) (hash(x)=13336938)
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271 train 8.178799 (lr=9.5105e-05) (hash(x)=13680255)
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272 train 8.488401 (lr=9.5455e-05) (hash(x)=11276607)
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273 train 8.506682 (lr=9.5804e-05) (hash(x)=10982564)
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274 train 8.671436 (lr=9.6154e-05) (hash(x)=13821541)
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275 train 8.683128 (lr=9.6503e-05) (hash(x)=11875534)
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276 train 8.513229 (lr=9.6853e-05) (hash(x)=14296280)
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277 train 8.687487 (lr=9.7203e-05) (hash(x)=13390260)
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278 train 8.632055 (lr=9.7552e-05) (hash(x)=13142039)
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279 train 8.471149 (lr=9.7902e-05) (hash(x)=13871675)
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280 train 8.447507 (lr=9.8252e-05) (hash(x)=13297982)
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281 train 8.255009 (lr=9.8601e-05) (hash(x)=10728444)
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282 train 8.318060 (lr=9.8951e-05) (hash(x)=11539550)
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283 train 8.469046 (lr=9.9301e-05) (hash(x)=13389922)
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284 train 8.440298 (lr=9.9650e-05) (hash(x)=13390153)
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285 train 8.518793 (lr=1.0000e-04) (hash(x)=13458742)
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286 train 8.281790 (lr=1.0000e-04) (hash(x)=10387541)
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287 train 8.285935 (lr=1.0000e-04) (hash(x)=12263431)
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288 train 8.329247 (lr=9.9998e-05) (hash(x)=10405877)
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289 train 8.351934 (lr=9.9996e-05) (hash(x)=12377887)
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290 train 8.163462 (lr=9.9993e-05) (hash(x)=10511081)
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291 train 8.429324 (lr=9.9989e-05) (hash(x)=10141365)
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292 train 8.357029 (lr=9.9984e-05) (hash(x)=13935127)
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293 train 8.458170 (lr=9.9979e-05) (hash(x)=13965689)
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294 train 8.259862 (lr=9.9972e-05) (hash(x)=13301076)
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295 train 8.216383 (lr=9.9965e-05) (hash(x)=12414778)
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296 train 8.291527 (lr=9.9956e-05) (hash(x)=12497839)
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297 train 8.119722 (lr=9.9947e-05) (hash(x)=9727144)
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298 train 8.144386 (lr=9.9937e-05) (hash(x)=11972438)
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299 train 8.443722 (lr=9.9926e-05) (hash(x)=11738134)
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300 val loss 8.2412
|
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300 val perplexity 3794.0740
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300 train 8.849049 (lr=9.9915e-05) (hash(x)=15826242)
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301 train 8.606176 (lr=9.9902e-05) (hash(x)=14924380)
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302 train 8.456728 (lr=9.9889e-05) (hash(x)=10605039)
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303 train 7.965144 (lr=9.9874e-05) (hash(x)=14443665)
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304 train 8.421545 (lr=9.9859e-05) (hash(x)=14431398)
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305 train 8.282658 (lr=9.9843e-05) (hash(x)=12873827)
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306 train 8.280551 (lr=9.9826e-05) (hash(x)=11307508)
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307 train 8.262413 (lr=9.9808e-05) (hash(x)=13435160)
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308 train 8.359430 (lr=9.9789e-05) (hash(x)=13345013)
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309 train 8.434390 (lr=9.9770e-05) (hash(x)=13024409)
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310 train 8.563750 (lr=9.9749e-05) (hash(x)=14339476)
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311 train 8.329788 (lr=9.9728e-05) (hash(x)=13100449)
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312 train 8.182564 (lr=9.9706e-05) (hash(x)=10843771)
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313 train 8.343727 (lr=9.9683e-05) (hash(x)=13304906)
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314 train 8.184154 (lr=9.9659e-05) (hash(x)=11167598)
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315 train 8.155850 (lr=9.9634e-05) (hash(x)=11690244)
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316 train 8.136557 (lr=9.9609e-05) (hash(x)=11802493)
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317 train 8.328794 (lr=9.9582e-05) (hash(x)=12027838)
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318 train 8.019601 (lr=9.9555e-05) (hash(x)=12643274)
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319 train 8.195408 (lr=9.9526e-05) (hash(x)=13953073)
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320 train 8.126009 (lr=9.9497e-05) (hash(x)=12882377)
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321 train 8.111633 (lr=9.9467e-05) (hash(x)=12066345)
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322 train 8.319790 (lr=9.9437e-05) (hash(x)=14822016)
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323 train 8.232745 (lr=9.9405e-05) (hash(x)=12657159)
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324 train 8.065827 (lr=9.9372e-05) (hash(x)=11740673)
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325 train 8.325679 (lr=9.9339e-05) (hash(x)=11335971)
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326 train 8.171016 (lr=9.9305e-05) (hash(x)=11550890)
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327 train 7.937030 (lr=9.9270e-05) (hash(x)=10956041)
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328 train 7.969145 (lr=9.9234e-05) (hash(x)=9941344)
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329 train 7.914227 (lr=9.9197e-05) (hash(x)=9766608)
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330 train 7.977751 (lr=9.9159e-05) (hash(x)=11007490)
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331 train 7.860253 (lr=9.9121e-05) (hash(x)=11060230)
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332 train 8.350179 (lr=9.9081e-05) (hash(x)=15459248)
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333 train 8.177165 (lr=9.9041e-05) (hash(x)=11396268)
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334 train 8.071403 (lr=9.9000e-05) (hash(x)=11127560)
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335 train 8.056118 (lr=9.8958e-05) (hash(x)=12840879)
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336 train 7.971099 (lr=9.8915e-05) (hash(x)=11354437)
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337 train 7.990168 (lr=9.8872e-05) (hash(x)=10987186)
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338 train 7.883435 (lr=9.8827e-05) (hash(x)=8972293)
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339 train 7.930821 (lr=9.8782e-05) (hash(x)=8916599)
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340 train 7.958641 (lr=9.8736e-05) (hash(x)=10487177)
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341 train 8.266936 (lr=9.8689e-05) (hash(x)=13235433)
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342 train 7.982561 (lr=9.8641e-05) (hash(x)=12916423)
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343 train 8.050522 (lr=9.8592e-05) (hash(x)=14428050)
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344 train 8.012298 (lr=9.8543e-05) (hash(x)=13204551)
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345 train 8.023855 (lr=9.8492e-05) (hash(x)=12631329)
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346 train 8.032810 (lr=9.8441e-05) (hash(x)=13809442)
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| 363 |
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347 train 7.995026 (lr=9.8389e-05) (hash(x)=12787108)
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| 364 |
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348 train 8.026801 (lr=9.8336e-05) (hash(x)=11912209)
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| 365 |
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349 train 8.013836 (lr=9.8282e-05) (hash(x)=14499940)
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| 366 |
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350 val loss 7.9544
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| 367 |
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350 val perplexity 2848.1416
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| 368 |
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350 train 8.115109 (lr=9.8228e-05) (hash(x)=13911589)
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| 369 |
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351 train 8.212200 (lr=9.8172e-05) (hash(x)=14104576)
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352 train 8.111751 (lr=9.8116e-05) (hash(x)=12414592)
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353 train 8.098505 (lr=9.8059e-05) (hash(x)=13943168)
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354 train 8.010720 (lr=9.8001e-05) (hash(x)=12770473)
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355 train 7.959424 (lr=9.7942e-05) (hash(x)=12623743)
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356 train 8.087355 (lr=9.7882e-05) (hash(x)=12441115)
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357 train 8.138383 (lr=9.7822e-05) (hash(x)=12689741)
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358 train 8.019139 (lr=9.7761e-05) (hash(x)=12703188)
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359 train 8.004976 (lr=9.7699e-05) (hash(x)=14453314)
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360 train 7.898977 (lr=9.7636e-05) (hash(x)=12038031)
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361 train 7.872993 (lr=9.7572e-05) (hash(x)=10824391)
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362 train 7.893896 (lr=9.7507e-05) (hash(x)=11527801)
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363 train 7.588005 (lr=9.7442e-05) (hash(x)=10470424)
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364 train 7.497739 (lr=9.7376e-05) (hash(x)=12820231)
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365 train 8.764436 (lr=9.7309e-05) (hash(x)=15186277)
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366 train 7.985453 (lr=9.7241e-05) (hash(x)=13477578)
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367 train 7.987213 (lr=9.7172e-05) (hash(x)=12918172)
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368 train 7.732706 (lr=9.7103e-05) (hash(x)=12480955)
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369 train 8.073925 (lr=9.7032e-05) (hash(x)=11936107)
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370 train 7.824166 (lr=9.6961e-05) (hash(x)=9742856)
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371 train 7.952458 (lr=9.6889e-05) (hash(x)=13259459)
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372 train 7.818108 (lr=9.6817e-05) (hash(x)=11608070)
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373 train 7.839115 (lr=9.6743e-05) (hash(x)=12918385)
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374 train 7.953631 (lr=9.6669e-05) (hash(x)=12761761)
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375 train 7.947084 (lr=9.6593e-05) (hash(x)=12368572)
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376 train 7.898869 (lr=9.6518e-05) (hash(x)=11587019)
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377 train 8.152098 (lr=9.6441e-05) (hash(x)=13455578)
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378 train 7.933698 (lr=9.6363e-05) (hash(x)=12043438)
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379 train 7.857199 (lr=9.6285e-05) (hash(x)=13505144)
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380 train 7.873709 (lr=9.6206e-05) (hash(x)=12626641)
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381 train 8.028501 (lr=9.6126e-05) (hash(x)=13370946)
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382 train 7.672528 (lr=9.6045e-05) (hash(x)=9854862)
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383 train 7.934245 (lr=9.5963e-05) (hash(x)=13340443)
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384 train 7.878504 (lr=9.5881e-05) (hash(x)=12641299)
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385 train 7.841083 (lr=9.5798e-05) (hash(x)=12806141)
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386 train 8.097155 (lr=9.5714e-05) (hash(x)=12354021)
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387 train 7.767145 (lr=9.5629e-05) (hash(x)=11469900)
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388 train 7.516455 (lr=9.5544e-05) (hash(x)=10099706)
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389 train 7.784154 (lr=9.5457e-05) (hash(x)=11591533)
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390 train 7.826637 (lr=9.5370e-05) (hash(x)=11174793)
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| 409 |
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391 train 7.637680 (lr=9.5282e-05) (hash(x)=10742101)
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| 410 |
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392 train 7.823531 (lr=9.5194e-05) (hash(x)=13136821)
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| 411 |
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393 train 7.738689 (lr=9.5104e-05) (hash(x)=11781196)
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394 train 7.636090 (lr=9.5014e-05) (hash(x)=11847817)
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395 train 7.848371 (lr=9.4923e-05) (hash(x)=13261517)
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| 414 |
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396 train 7.731215 (lr=9.4831e-05) (hash(x)=11622233)
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397 train 7.950476 (lr=9.4739e-05) (hash(x)=13592858)
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398 train 8.043576 (lr=9.4646e-05) (hash(x)=15017875)
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| 417 |
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399 train 7.975801 (lr=9.4551e-05) (hash(x)=13025742)
|
| 418 |
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400 val loss 7.8235
|
| 419 |
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400 val perplexity 2498.7537
|
| 420 |
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400 train 7.823912 (lr=9.4457e-05) (hash(x)=11718604)
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| 421 |
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401 train 7.818813 (lr=9.4361e-05) (hash(x)=12152419)
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| 422 |
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402 train 7.910639 (lr=9.4265e-05) (hash(x)=14069856)
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403 train 8.363827 (lr=9.4168e-05) (hash(x)=15100390)
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404 train 7.997580 (lr=9.4070e-05) (hash(x)=12718574)
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405 train 7.692454 (lr=9.3971e-05) (hash(x)=10708197)
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| 426 |
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406 train 7.824056 (lr=9.3872e-05) (hash(x)=10819941)
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| 427 |
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407 train 7.856200 (lr=9.3772e-05) (hash(x)=14351068)
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| 428 |
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408 train 7.964739 (lr=9.3671e-05) (hash(x)=14377468)
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| 429 |
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409 train 8.074910 (lr=9.3569e-05) (hash(x)=12619936)
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410 train 7.586822 (lr=9.3467e-05) (hash(x)=7908802)
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411 train 7.746769 (lr=9.3364e-05) (hash(x)=13445545)
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412 train 7.991012 (lr=9.3260e-05) (hash(x)=14062361)
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413 train 7.709524 (lr=9.3155e-05) (hash(x)=11375930)
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414 train 7.767105 (lr=9.3050e-05) (hash(x)=10519208)
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415 train 8.178192 (lr=9.2944e-05) (hash(x)=13155663)
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416 train 8.088257 (lr=9.2837e-05) (hash(x)=15774406)
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417 train 7.739265 (lr=9.2729e-05) (hash(x)=13404244)
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418 train 7.795409 (lr=9.2621e-05) (hash(x)=9995421)
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419 train 7.787715 (lr=9.2512e-05) (hash(x)=13309898)
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420 train 7.982796 (lr=9.2402e-05) (hash(x)=13892965)
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421 train 7.875384 (lr=9.2292e-05) (hash(x)=12356526)
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422 train 7.776760 (lr=9.2181e-05) (hash(x)=12133609)
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423 train 7.569073 (lr=9.2069e-05) (hash(x)=9157946)
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424 train 7.604524 (lr=9.1956e-05) (hash(x)=11770021)
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425 train 7.791361 (lr=9.1843e-05) (hash(x)=11837703)
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426 train 7.707518 (lr=9.1729e-05) (hash(x)=9337790)
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427 train 7.726833 (lr=9.1614e-05) (hash(x)=12222186)
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428 train 7.639417 (lr=9.1499e-05) (hash(x)=11408945)
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429 train 7.772134 (lr=9.1382e-05) (hash(x)=12588150)
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430 train 7.689183 (lr=9.1266e-05) (hash(x)=12035009)
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431 train 7.782581 (lr=9.1148e-05) (hash(x)=13872294)
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432 train 7.799926 (lr=9.1030e-05) (hash(x)=13115811)
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433 train 7.596321 (lr=9.0911e-05) (hash(x)=10621792)
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434 train 7.802772 (lr=9.0791e-05) (hash(x)=11829316)
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435 train 7.646570 (lr=9.0671e-05) (hash(x)=11824400)
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436 train 7.790904 (lr=9.0550e-05) (hash(x)=13258944)
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437 train 7.915294 (lr=9.0428e-05) (hash(x)=12495032)
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438 train 7.786463 (lr=9.0306e-05) (hash(x)=12623570)
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439 train 7.854343 (lr=9.0182e-05) (hash(x)=12773612)
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440 train 7.933664 (lr=9.0059e-05) (hash(x)=11183399)
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441 train 7.676121 (lr=8.9934e-05) (hash(x)=10808441)
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| 462 |
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442 train 7.908303 (lr=8.9809e-05) (hash(x)=13523831)
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443 train 7.860227 (lr=8.9683e-05) (hash(x)=12794078)
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444 train 7.771989 (lr=8.9557e-05) (hash(x)=12098496)
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445 train 7.738407 (lr=8.9430e-05) (hash(x)=11328897)
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446 train 7.874512 (lr=8.9302e-05) (hash(x)=12482357)
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447 train 7.777729 (lr=8.9173e-05) (hash(x)=12235713)
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| 468 |
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448 train 7.556093 (lr=8.9044e-05) (hash(x)=12612778)
|
| 469 |
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449 train 7.823787 (lr=8.8914e-05) (hash(x)=11512364)
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| 470 |
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450 val loss 7.7351
|
| 471 |
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450 val perplexity 2287.1978
|
| 472 |
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450 train 7.842170 (lr=8.8784e-05) (hash(x)=13110980)
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| 473 |
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451 train 7.497395 (lr=8.8653e-05) (hash(x)=10270693)
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| 474 |
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452 train 7.487044 (lr=8.8521e-05) (hash(x)=10333232)
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453 train 7.635853 (lr=8.8388e-05) (hash(x)=12380104)
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454 train 7.522508 (lr=8.8255e-05) (hash(x)=12106102)
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| 477 |
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455 train 7.693919 (lr=8.8122e-05) (hash(x)=13686441)
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| 478 |
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456 train 8.260736 (lr=8.7987e-05) (hash(x)=11802878)
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| 479 |
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457 train 7.987062 (lr=8.7852e-05) (hash(x)=14151557)
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458 train 8.010217 (lr=8.7717e-05) (hash(x)=13785241)
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| 481 |
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459 train 7.868275 (lr=8.7580e-05) (hash(x)=13567687)
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460 train 7.859231 (lr=8.7444e-05) (hash(x)=12731340)
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461 train 7.737118 (lr=8.7306e-05) (hash(x)=12718282)
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462 train 7.852074 (lr=8.7168e-05) (hash(x)=13733829)
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463 train 7.611156 (lr=8.7029e-05) (hash(x)=13214962)
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| 486 |
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464 train 7.771212 (lr=8.6890e-05) (hash(x)=11298890)
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| 487 |
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465 train 7.646701 (lr=8.6750e-05) (hash(x)=10855282)
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466 train 8.047655 (lr=8.6609e-05) (hash(x)=14082841)
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467 train 7.857740 (lr=8.6468e-05) (hash(x)=12404167)
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468 train 8.250472 (lr=8.6326e-05) (hash(x)=15826094)
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469 train 7.950135 (lr=8.6184e-05) (hash(x)=13017256)
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470 train 7.704644 (lr=8.6041e-05) (hash(x)=13446769)
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471 train 7.749940 (lr=8.5897e-05) (hash(x)=12602681)
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472 train 7.571863 (lr=8.5753e-05) (hash(x)=10655764)
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473 train 7.459012 (lr=8.5608e-05) (hash(x)=11916856)
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474 train 8.039892 (lr=8.5462e-05) (hash(x)=13726124)
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475 train 7.756803 (lr=8.5316e-05) (hash(x)=13850551)
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476 train 7.596747 (lr=8.5170e-05) (hash(x)=12614910)
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477 train 7.636633 (lr=8.5022e-05) (hash(x)=11382479)
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478 train 7.735344 (lr=8.4875e-05) (hash(x)=13387304)
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479 train 7.799362 (lr=8.4726e-05) (hash(x)=13829219)
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480 train 7.802971 (lr=8.4577e-05) (hash(x)=14735902)
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481 train 8.049239 (lr=8.4428e-05) (hash(x)=13540459)
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482 train 7.777039 (lr=8.4278e-05) (hash(x)=12591112)
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483 train 7.864939 (lr=8.4127e-05) (hash(x)=15485762)
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484 train 7.789549 (lr=8.3976e-05) (hash(x)=12950474)
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485 train 7.738090 (lr=8.3824e-05) (hash(x)=12268519)
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486 train 7.264820 (lr=8.3672e-05) (hash(x)=8011105)
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487 train 7.292631 (lr=8.3519e-05) (hash(x)=9335220)
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488 train 7.445064 (lr=8.3366e-05) (hash(x)=10948116)
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| 511 |
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489 train 7.913856 (lr=8.3212e-05) (hash(x)=13359270)
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490 train 7.812678 (lr=8.3057e-05) (hash(x)=12487329)
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491 train 7.756363 (lr=8.2902e-05) (hash(x)=13162637)
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492 train 7.908572 (lr=8.2746e-05) (hash(x)=12860332)
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493 train 7.751006 (lr=8.2590e-05) (hash(x)=13305408)
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494 train 7.737789 (lr=8.2434e-05) (hash(x)=11796684)
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495 train 7.884517 (lr=8.2276e-05) (hash(x)=15713183)
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496 train 7.744094 (lr=8.2119e-05) (hash(x)=11904281)
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497 train 7.729802 (lr=8.1960e-05) (hash(x)=13536419)
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498 train 7.612567 (lr=8.1801e-05) (hash(x)=11620971)
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| 521 |
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499 train 7.903674 (lr=8.1642e-05) (hash(x)=13326615)
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| 522 |
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500 val loss 7.7021
|
| 523 |
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500 val perplexity 2212.8970
|
| 524 |
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500 train 7.669699 (lr=8.1482e-05) (hash(x)=13585589)
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501 train 7.847817 (lr=8.1322e-05) (hash(x)=12112694)
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502 train 7.828450 (lr=8.1161e-05) (hash(x)=11524363)
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503 train 7.666476 (lr=8.1000e-05) (hash(x)=9917297)
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504 train 7.700769 (lr=8.0838e-05) (hash(x)=13392970)
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505 train 7.990173 (lr=8.0676e-05) (hash(x)=12656639)
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506 train 7.220766 (lr=8.0513e-05) (hash(x)=8029433)
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507 train 6.909282 (lr=8.0349e-05) (hash(x)=6829764)
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508 train 7.312483 (lr=8.0186e-05) (hash(x)=12312323)
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509 train 7.850737 (lr=8.0021e-05) (hash(x)=12964320)
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510 train 7.546320 (lr=7.9856e-05) (hash(x)=12460686)
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511 train 7.818482 (lr=7.9691e-05) (hash(x)=12688412)
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512 train 7.594422 (lr=7.9525e-05) (hash(x)=11453733)
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513 train 8.076509 (lr=7.9359e-05) (hash(x)=14906439)
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514 train 7.413575 (lr=7.9192e-05) (hash(x)=10903202)
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515 train 7.448827 (lr=7.9025e-05) (hash(x)=13039934)
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516 train 7.778856 (lr=7.8858e-05) (hash(x)=11526002)
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517 train 7.743407 (lr=7.8689e-05) (hash(x)=12020357)
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518 train 8.064659 (lr=7.8521e-05) (hash(x)=17910848)
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519 train 7.678874 (lr=7.8352e-05) (hash(x)=12108991)
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520 train 7.868283 (lr=7.8182e-05) (hash(x)=12549643)
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521 train 7.914614 (lr=7.8012e-05) (hash(x)=12328329)
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522 train 7.790588 (lr=7.7842e-05) (hash(x)=12084164)
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523 train 7.981587 (lr=7.7671e-05) (hash(x)=14740147)
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524 train 7.648562 (lr=7.7500e-05) (hash(x)=10853071)
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525 train 7.713499 (lr=7.7328e-05) (hash(x)=11559413)
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526 train 7.854579 (lr=7.7156e-05) (hash(x)=14655032)
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527 train 7.750962 (lr=7.6984e-05) (hash(x)=12152216)
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528 train 7.880701 (lr=7.6811e-05) (hash(x)=14655442)
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529 train 7.634563 (lr=7.6637e-05) (hash(x)=12708922)
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530 train 7.819821 (lr=7.6463e-05) (hash(x)=12464208)
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531 train 7.911556 (lr=7.6289e-05) (hash(x)=14469749)
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532 train 7.987558 (lr=7.6115e-05) (hash(x)=12899435)
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533 train 7.760355 (lr=7.5940e-05) (hash(x)=12459368)
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534 train 7.919544 (lr=7.5764e-05) (hash(x)=11414287)
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535 train 7.785818 (lr=7.5588e-05) (hash(x)=11421483)
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536 train 7.645350 (lr=7.5412e-05) (hash(x)=12885164)
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537 train 7.631777 (lr=7.5235e-05) (hash(x)=12939881)
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538 train 7.777104 (lr=7.5058e-05) (hash(x)=11989344)
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539 train 7.895910 (lr=7.4881e-05) (hash(x)=12362234)
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540 train 7.751802 (lr=7.4703e-05) (hash(x)=11521741)
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541 train 7.659046 (lr=7.4525e-05) (hash(x)=12322333)
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542 train 7.442516 (lr=7.4346e-05) (hash(x)=10728195)
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543 train 8.004432 (lr=7.4167e-05) (hash(x)=13448155)
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544 train 7.746081 (lr=7.3988e-05) (hash(x)=13495082)
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545 train 7.813329 (lr=7.3808e-05) (hash(x)=12928941)
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| 570 |
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546 train 7.759360 (lr=7.3628e-05) (hash(x)=11423948)
|
| 571 |
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547 train 7.565922 (lr=7.3448e-05) (hash(x)=10971430)
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| 572 |
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548 train 7.565248 (lr=7.3267e-05) (hash(x)=11754720)
|
| 573 |
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549 train 7.691195 (lr=7.3086e-05) (hash(x)=13627629)
|
| 574 |
+
550 val loss 7.6795
|
| 575 |
+
550 val perplexity 2163.5596
|
| 576 |
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550 train 7.601290 (lr=7.2904e-05) (hash(x)=11853600)
|
| 577 |
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551 train 7.740928 (lr=7.2723e-05) (hash(x)=11905081)
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| 578 |
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552 train 7.637296 (lr=7.2540e-05) (hash(x)=13718040)
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| 579 |
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553 train 7.719368 (lr=7.2358e-05) (hash(x)=14339184)
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| 580 |
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554 train 7.769798 (lr=7.2175e-05) (hash(x)=14022671)
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| 581 |
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555 train 7.571931 (lr=7.1992e-05) (hash(x)=10917438)
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| 582 |
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556 train 7.860756 (lr=7.1808e-05) (hash(x)=12631504)
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| 583 |
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557 train 7.788311 (lr=7.1624e-05) (hash(x)=13804603)
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| 584 |
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558 train 8.022074 (lr=7.1440e-05) (hash(x)=13445207)
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| 585 |
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559 train 7.732583 (lr=7.1256e-05) (hash(x)=12290857)
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| 586 |
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560 train 7.835542 (lr=7.1071e-05) (hash(x)=12852252)
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| 587 |
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561 train 7.459764 (lr=7.0886e-05) (hash(x)=10211118)
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| 588 |
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562 train 7.876356 (lr=7.0701e-05) (hash(x)=15793523)
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| 589 |
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563 train 8.067602 (lr=7.0515e-05) (hash(x)=13407076)
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| 590 |
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564 train 7.857517 (lr=7.0329e-05) (hash(x)=16676586)
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| 591 |
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565 train 7.769851 (lr=7.0143e-05) (hash(x)=12249945)
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| 592 |
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566 train 7.866961 (lr=6.9956e-05) (hash(x)=11660346)
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| 593 |
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567 train 7.791004 (lr=6.9769e-05) (hash(x)=13234933)
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| 594 |
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568 train 7.638211 (lr=6.9582e-05) (hash(x)=10823532)
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| 595 |
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569 train 7.801475 (lr=6.9394e-05) (hash(x)=15194855)
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| 596 |
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570 train 7.835317 (lr=6.9207e-05) (hash(x)=14843612)
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| 597 |
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571 train 7.875848 (lr=6.9019e-05) (hash(x)=12892366)
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| 598 |
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572 train 7.589688 (lr=6.8830e-05) (hash(x)=11056742)
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573 train 7.698580 (lr=6.8642e-05) (hash(x)=12609795)
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| 600 |
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574 train 7.662716 (lr=6.8453e-05) (hash(x)=11560140)
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575 train 7.493523 (lr=6.8264e-05) (hash(x)=9768085)
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| 602 |
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576 train 7.701514 (lr=6.8075e-05) (hash(x)=14009803)
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577 train 7.557343 (lr=6.7885e-05) (hash(x)=12252104)
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| 604 |
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578 train 7.828304 (lr=6.7695e-05) (hash(x)=14304208)
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| 605 |
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579 train 7.843575 (lr=6.7505e-05) (hash(x)=12692791)
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| 606 |
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580 train 7.839464 (lr=6.7315e-05) (hash(x)=13214828)
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| 607 |
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581 train 7.652492 (lr=6.7124e-05) (hash(x)=11957245)
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| 608 |
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582 train 7.276093 (lr=6.6933e-05) (hash(x)=9605788)
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| 609 |
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583 train 7.339360 (lr=6.6742e-05) (hash(x)=9528974)
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| 610 |
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584 train 7.503553 (lr=6.6551e-05) (hash(x)=11036050)
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| 611 |
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585 train 7.819581 (lr=6.6360e-05) (hash(x)=12231837)
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| 612 |
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586 train 7.669895 (lr=6.6168e-05) (hash(x)=12052445)
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| 613 |
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587 train 7.576273 (lr=6.5976e-05) (hash(x)=10032842)
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| 614 |
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588 train 7.907766 (lr=6.5784e-05) (hash(x)=14951059)
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| 615 |
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589 train 8.591299 (lr=6.5592e-05) (hash(x)=17178097)
|
| 616 |
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590 train 8.954432 (lr=6.5399e-05) (hash(x)=18009086)
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| 617 |
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591 train 7.639175 (lr=6.5206e-05) (hash(x)=10720403)
|
| 618 |
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592 train 7.906215 (lr=6.5013e-05) (hash(x)=15019211)
|
| 619 |
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593 train 7.815034 (lr=6.4820e-05) (hash(x)=13541352)
|
| 620 |
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594 train 8.051396 (lr=6.4627e-05) (hash(x)=15227056)
|
| 621 |
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595 train 8.336821 (lr=6.4433e-05) (hash(x)=15187742)
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| 622 |
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596 train 8.127712 (lr=6.4240e-05) (hash(x)=12858009)
|
| 623 |
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597 train 7.689843 (lr=6.4046e-05) (hash(x)=11971935)
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| 624 |
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598 train 7.788243 (lr=6.3852e-05) (hash(x)=10047324)
|
| 625 |
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599 train 7.755938 (lr=6.3658e-05) (hash(x)=12874592)
|
| 626 |
+
600 val loss 7.6632
|
| 627 |
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600 val perplexity 2128.6299
|
| 628 |
+
600 train 7.741915 (lr=6.3463e-05) (hash(x)=11616298)
|
| 629 |
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601 train 7.723926 (lr=6.3269e-05) (hash(x)=12462802)
|
| 630 |
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602 train 7.703083 (lr=6.3074e-05) (hash(x)=12864255)
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| 631 |
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603 train 7.853041 (lr=6.2879e-05) (hash(x)=13622545)
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| 632 |
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604 train 7.741603 (lr=6.2684e-05) (hash(x)=14649855)
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| 633 |
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605 train 8.092643 (lr=6.2489e-05) (hash(x)=14255974)
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| 634 |
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606 train 7.953965 (lr=6.2294e-05) (hash(x)=14247081)
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| 635 |
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607 train 7.585118 (lr=6.2098e-05) (hash(x)=11025404)
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| 636 |
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608 train 7.948004 (lr=6.1903e-05) (hash(x)=14204393)
|
| 637 |
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609 train 7.790172 (lr=6.1707e-05) (hash(x)=11239636)
|
| 638 |
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610 train 7.809032 (lr=6.1511e-05) (hash(x)=12606825)
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| 639 |
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611 train 7.861976 (lr=6.1315e-05) (hash(x)=15190123)
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| 640 |
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612 train 7.960916 (lr=6.1119e-05) (hash(x)=15138106)
|
| 641 |
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613 train 7.979341 (lr=6.0923e-05) (hash(x)=11464046)
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| 642 |
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614 train 7.863675 (lr=6.0726e-05) (hash(x)=11150867)
|
| 643 |
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615 train 7.850419 (lr=6.0530e-05) (hash(x)=12567779)
|
| 644 |
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616 train 7.724325 (lr=6.0333e-05) (hash(x)=11611202)
|
| 645 |
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617 train 7.834332 (lr=6.0137e-05) (hash(x)=16046446)
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| 646 |
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618 train 7.670864 (lr=5.9940e-05) (hash(x)=11255030)
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| 647 |
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619 train 7.670742 (lr=5.9743e-05) (hash(x)=12439519)
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| 648 |
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620 train 7.635136 (lr=5.9546e-05) (hash(x)=13534296)
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| 649 |
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621 train 7.451732 (lr=5.9349e-05) (hash(x)=11917658)
|
| 650 |
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622 train 7.787736 (lr=5.9152e-05) (hash(x)=11009063)
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| 651 |
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623 train 7.684069 (lr=5.8955e-05) (hash(x)=11826091)
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624 train 8.209997 (lr=5.8758e-05) (hash(x)=14037695)
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| 653 |
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625 train 7.760157 (lr=5.8560e-05) (hash(x)=10807703)
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| 654 |
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626 train 7.604909 (lr=5.8363e-05) (hash(x)=10870729)
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| 655 |
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627 train 7.717366 (lr=5.8165e-05) (hash(x)=14723866)
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| 656 |
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628 train 7.852451 (lr=5.7968e-05) (hash(x)=13363055)
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| 657 |
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629 train 8.010396 (lr=5.7770e-05) (hash(x)=11315230)
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| 658 |
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630 train 8.763025 (lr=5.7573e-05) (hash(x)=11232721)
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| 659 |
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631 train 8.203745 (lr=5.7375e-05) (hash(x)=11259652)
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| 660 |
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632 train 8.332464 (lr=5.7177e-05) (hash(x)=12186888)
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| 661 |
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633 train 8.606040 (lr=5.6979e-05) (hash(x)=11702582)
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| 662 |
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634 train 8.132478 (lr=5.6782e-05) (hash(x)=12503047)
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| 663 |
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635 train 7.767237 (lr=5.6584e-05) (hash(x)=11135951)
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| 664 |
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636 train 7.794212 (lr=5.6386e-05) (hash(x)=11955498)
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| 665 |
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637 train 7.876265 (lr=5.6188e-05) (hash(x)=11570885)
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| 666 |
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638 train 7.703724 (lr=5.5990e-05) (hash(x)=12155844)
|
| 667 |
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639 train 7.734083 (lr=5.5792e-05) (hash(x)=14642293)
|
| 668 |
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640 train 7.524054 (lr=5.5594e-05) (hash(x)=13839875)
|
| 669 |
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641 train 7.609259 (lr=5.5396e-05) (hash(x)=13037070)
|
| 670 |
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642 train 7.765981 (lr=5.5198e-05) (hash(x)=14520991)
|
| 671 |
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643 train 7.673241 (lr=5.5000e-05) (hash(x)=12485426)
|
| 672 |
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644 train 7.682763 (lr=5.4802e-05) (hash(x)=13014970)
|
| 673 |
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645 train 7.900847 (lr=5.4604e-05) (hash(x)=15142358)
|
| 674 |
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646 train 7.519234 (lr=5.4406e-05) (hash(x)=10027296)
|
| 675 |
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647 train 7.631866 (lr=5.4208e-05) (hash(x)=12923132)
|
| 676 |
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648 train 7.822680 (lr=5.4010e-05) (hash(x)=12354083)
|
| 677 |
+
649 train 7.925977 (lr=5.3812e-05) (hash(x)=13055942)
|
| 678 |
+
650 val loss 7.6618
|
| 679 |
+
650 val perplexity 2125.5110
|
| 680 |
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650 train 7.754591 (lr=5.3614e-05) (hash(x)=13291036)
|
| 681 |
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651 train 7.781103 (lr=5.3416e-05) (hash(x)=13559280)
|
| 682 |
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652 train 7.740664 (lr=5.3218e-05) (hash(x)=14086368)
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| 683 |
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653 train 7.807534 (lr=5.3021e-05) (hash(x)=15313622)
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| 684 |
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654 train 7.801032 (lr=5.2823e-05) (hash(x)=13812518)
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| 685 |
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655 train 7.665193 (lr=5.2625e-05) (hash(x)=12169964)
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| 686 |
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656 train 7.355139 (lr=5.2427e-05) (hash(x)=11896906)
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| 687 |
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657 train 7.311297 (lr=5.2230e-05) (hash(x)=10902629)
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| 688 |
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658 train 7.113808 (lr=5.2032e-05) (hash(x)=9987921)
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| 689 |
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659 train 7.530096 (lr=5.1835e-05) (hash(x)=12000182)
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| 690 |
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660 train 7.302106 (lr=5.1637e-05) (hash(x)=8940484)
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661 train 7.600711 (lr=5.1440e-05) (hash(x)=11345877)
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| 692 |
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662 train 7.713447 (lr=5.1242e-05) (hash(x)=14081920)
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| 693 |
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663 train 7.492238 (lr=5.1045e-05) (hash(x)=10948640)
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| 694 |
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664 train 7.350751 (lr=5.0848e-05) (hash(x)=10980535)
|
| 695 |
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665 train 7.637386 (lr=5.0651e-05) (hash(x)=13037309)
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| 696 |
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666 train 7.325884 (lr=5.0454e-05) (hash(x)=9375142)
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| 697 |
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667 train 7.353055 (lr=5.0257e-05) (hash(x)=9666433)
|
| 698 |
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668 train 7.614735 (lr=5.0060e-05) (hash(x)=11623444)
|
| 699 |
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669 train 7.629223 (lr=4.9863e-05) (hash(x)=14049895)
|
| 700 |
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670 train 7.801353 (lr=4.9667e-05) (hash(x)=12689579)
|
| 701 |
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671 train 7.830479 (lr=4.9470e-05) (hash(x)=14103013)
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| 702 |
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672 train 7.952965 (lr=4.9274e-05) (hash(x)=11809717)
|
| 703 |
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673 train 7.759763 (lr=4.9077e-05) (hash(x)=14058870)
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| 704 |
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674 train 7.819689 (lr=4.8881e-05) (hash(x)=13738049)
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675 train 7.826292 (lr=4.8685e-05) (hash(x)=13553506)
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| 706 |
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676 train 7.778317 (lr=4.8489e-05) (hash(x)=13526463)
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| 707 |
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677 train 7.624836 (lr=4.8293e-05) (hash(x)=12902075)
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| 708 |
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678 train 7.879182 (lr=4.8097e-05) (hash(x)=12466258)
|
| 709 |
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679 train 7.329772 (lr=4.7902e-05) (hash(x)=11135042)
|
| 710 |
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680 train 8.119125 (lr=4.7706e-05) (hash(x)=14920026)
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| 711 |
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681 train 7.816418 (lr=4.7511e-05) (hash(x)=13650023)
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| 712 |
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682 train 7.633660 (lr=4.7316e-05) (hash(x)=12991042)
|
| 713 |
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683 train 7.763315 (lr=4.7121e-05) (hash(x)=14930403)
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| 714 |
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684 train 7.799829 (lr=4.6926e-05) (hash(x)=15386592)
|
| 715 |
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685 train 7.927387 (lr=4.6731e-05) (hash(x)=15485935)
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| 716 |
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686 train 8.549294 (lr=4.6537e-05) (hash(x)=15487294)
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| 717 |
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687 train 7.745435 (lr=4.6342e-05) (hash(x)=12404200)
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| 718 |
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688 train 7.546225 (lr=4.6148e-05) (hash(x)=12070779)
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| 719 |
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689 train 7.621696 (lr=4.5954e-05) (hash(x)=12392953)
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| 720 |
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690 train 7.750398 (lr=4.5760e-05) (hash(x)=12331573)
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| 721 |
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691 train 7.655634 (lr=4.5567e-05) (hash(x)=12280314)
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| 722 |
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692 train 7.569410 (lr=4.5373e-05) (hash(x)=11383559)
|
| 723 |
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693 train 7.581852 (lr=4.5180e-05) (hash(x)=10900559)
|
| 724 |
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694 train 7.751139 (lr=4.4987e-05) (hash(x)=13353547)
|
| 725 |
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695 train 7.626840 (lr=4.4794e-05) (hash(x)=11534055)
|
| 726 |
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696 train 7.694957 (lr=4.4601e-05) (hash(x)=14797493)
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| 727 |
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697 train 7.640746 (lr=4.4408e-05) (hash(x)=11997160)
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| 728 |
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698 train 7.843601 (lr=4.4216e-05) (hash(x)=13151054)
|
| 729 |
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699 train 7.783576 (lr=4.4024e-05) (hash(x)=11308531)
|
| 730 |
+
700 val loss 7.6410
|
| 731 |
+
700 val perplexity 2081.8699
|
| 732 |
+
700 train 7.722028 (lr=4.3832e-05) (hash(x)=13121368)
|
| 733 |
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701 train 7.670710 (lr=4.3640e-05) (hash(x)=12759751)
|
| 734 |
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702 train 7.732078 (lr=4.3449e-05) (hash(x)=13535835)
|
| 735 |
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703 train 7.623817 (lr=4.3258e-05) (hash(x)=10914085)
|
| 736 |
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704 train 7.663767 (lr=4.3067e-05) (hash(x)=10617131)
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| 737 |
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705 train 7.987453 (lr=4.2876e-05) (hash(x)=12776027)
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| 738 |
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706 train 7.705152 (lr=4.2685e-05) (hash(x)=11255028)
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| 739 |
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707 train 7.561122 (lr=4.2495e-05) (hash(x)=12357751)
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| 740 |
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708 train 7.660600 (lr=4.2305e-05) (hash(x)=12772363)
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| 741 |
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709 train 7.570772 (lr=4.2115e-05) (hash(x)=11040798)
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| 742 |
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710 train 7.948753 (lr=4.1925e-05) (hash(x)=13528424)
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| 743 |
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711 train 7.979651 (lr=4.1736e-05) (hash(x)=14570713)
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| 744 |
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712 train 7.938939 (lr=4.1547e-05) (hash(x)=13617082)
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| 745 |
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713 train 7.746921 (lr=4.1358e-05) (hash(x)=11492564)
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| 746 |
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714 train 7.636271 (lr=4.1170e-05) (hash(x)=13806329)
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| 747 |
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715 train 7.731492 (lr=4.0981e-05) (hash(x)=12212797)
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| 748 |
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716 train 7.826818 (lr=4.0793e-05) (hash(x)=12715617)
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| 749 |
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717 train 7.669985 (lr=4.0606e-05) (hash(x)=13496879)
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718 train 7.887058 (lr=4.0418e-05) (hash(x)=12774919)
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719 train 7.637987 (lr=4.0231e-05) (hash(x)=11680329)
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720 train 7.709901 (lr=4.0044e-05) (hash(x)=12001582)
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| 753 |
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721 train 7.522655 (lr=3.9857e-05) (hash(x)=11948575)
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| 754 |
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722 train 7.703846 (lr=3.9671e-05) (hash(x)=11246553)
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723 train 7.644125 (lr=3.9485e-05) (hash(x)=13116772)
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| 756 |
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724 train 7.780936 (lr=3.9299e-05) (hash(x)=13475222)
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725 train 8.207045 (lr=3.9114e-05) (hash(x)=15527273)
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726 train 7.374922 (lr=3.8929e-05) (hash(x)=10143298)
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727 train 7.494412 (lr=3.8744e-05) (hash(x)=12437096)
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| 760 |
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728 train 7.886576 (lr=3.8560e-05) (hash(x)=13259177)
|
| 761 |
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729 train 7.756798 (lr=3.8376e-05) (hash(x)=12518287)
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| 762 |
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730 train 7.931480 (lr=3.8192e-05) (hash(x)=12379439)
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| 763 |
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731 train 7.432437 (lr=3.8008e-05) (hash(x)=11220338)
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732 train 7.567032 (lr=3.7825e-05) (hash(x)=12710818)
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| 765 |
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733 train 7.492830 (lr=3.7642e-05) (hash(x)=12034192)
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| 766 |
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734 train 8.049908 (lr=3.7460e-05) (hash(x)=17970060)
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| 767 |
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735 train 7.972324 (lr=3.7277e-05) (hash(x)=12654843)
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736 train 7.666026 (lr=3.7096e-05) (hash(x)=13094012)
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737 train 8.015420 (lr=3.6914e-05) (hash(x)=16116174)
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738 train 7.780063 (lr=3.6733e-05) (hash(x)=14740205)
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739 train 7.769230 (lr=3.6552e-05) (hash(x)=13505076)
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740 train 7.607024 (lr=3.6372e-05) (hash(x)=13104341)
|
| 773 |
+
741 train 7.835599 (lr=3.6192e-05) (hash(x)=11820607)
|
| 774 |
+
742 train 8.214757 (lr=3.6012e-05) (hash(x)=16336439)
|
| 775 |
+
743 train 7.440488 (lr=3.5833e-05) (hash(x)=10606850)
|
| 776 |
+
744 train 7.569521 (lr=3.5654e-05) (hash(x)=12134587)
|
| 777 |
+
745 train 7.750698 (lr=3.5475e-05) (hash(x)=13759635)
|
| 778 |
+
746 train 7.689027 (lr=3.5297e-05) (hash(x)=12898464)
|
| 779 |
+
747 train 7.742244 (lr=3.5119e-05) (hash(x)=15357227)
|
| 780 |
+
748 train 7.783304 (lr=3.4942e-05) (hash(x)=13808568)
|
| 781 |
+
749 train 7.623234 (lr=3.4765e-05) (hash(x)=11597062)
|
| 782 |
+
750 val loss 7.6364
|
| 783 |
+
750 val perplexity 2072.2004
|
| 784 |
+
750 train 7.791523 (lr=3.4588e-05) (hash(x)=11255261)
|
| 785 |
+
751 train 7.561778 (lr=3.4412e-05) (hash(x)=11281537)
|
| 786 |
+
752 train 7.265604 (lr=3.4236e-05) (hash(x)=9979447)
|
| 787 |
+
753 train 7.402912 (lr=3.4060e-05) (hash(x)=13294828)
|
| 788 |
+
754 train 8.209104 (lr=3.3885e-05) (hash(x)=15954206)
|
| 789 |
+
755 train 8.245211 (lr=3.3711e-05) (hash(x)=13253249)
|
| 790 |
+
756 train 7.588990 (lr=3.3537e-05) (hash(x)=10309283)
|
| 791 |
+
757 train 8.061670 (lr=3.3363e-05) (hash(x)=16101250)
|
| 792 |
+
758 train 7.985057 (lr=3.3189e-05) (hash(x)=13933994)
|
| 793 |
+
759 train 8.019863 (lr=3.3016e-05) (hash(x)=12363856)
|
| 794 |
+
760 train 7.682524 (lr=3.2844e-05) (hash(x)=11923641)
|
| 795 |
+
761 train 7.770922 (lr=3.2672e-05) (hash(x)=12206540)
|
| 796 |
+
762 train 7.983355 (lr=3.2500e-05) (hash(x)=14025490)
|
| 797 |
+
763 train 7.826716 (lr=3.2329e-05) (hash(x)=13580623)
|
| 798 |
+
764 train 7.855828 (lr=3.2158e-05) (hash(x)=13885651)
|
| 799 |
+
765 train 7.912757 (lr=3.1988e-05) (hash(x)=12509602)
|
| 800 |
+
766 train 7.668511 (lr=3.1818e-05) (hash(x)=12966645)
|
| 801 |
+
767 train 8.271053 (lr=3.1648e-05) (hash(x)=14001265)
|
| 802 |
+
768 train 7.820420 (lr=3.1479e-05) (hash(x)=13743669)
|
| 803 |
+
769 train 7.548445 (lr=3.1311e-05) (hash(x)=14290431)
|
| 804 |
+
770 train 7.645972 (lr=3.1142e-05) (hash(x)=11211355)
|
| 805 |
+
771 train 7.668486 (lr=3.0975e-05) (hash(x)=13045278)
|
| 806 |
+
772 train 7.765580 (lr=3.0808e-05) (hash(x)=15088674)
|
| 807 |
+
773 train 7.788311 (lr=3.0641e-05) (hash(x)=13371383)
|
| 808 |
+
774 train 7.876847 (lr=3.0475e-05) (hash(x)=12504111)
|
| 809 |
+
775 train 7.569955 (lr=3.0309e-05) (hash(x)=10444420)
|
| 810 |
+
776 train 7.405804 (lr=3.0144e-05) (hash(x)=10607988)
|
| 811 |
+
777 train 7.713726 (lr=2.9979e-05) (hash(x)=12732892)
|
| 812 |
+
778 train 7.765675 (lr=2.9814e-05) (hash(x)=12650059)
|
| 813 |
+
779 train 7.895899 (lr=2.9651e-05) (hash(x)=11832964)
|
| 814 |
+
780 train 7.811251 (lr=2.9487e-05) (hash(x)=14574038)
|
| 815 |
+
781 train 7.828371 (lr=2.9324e-05) (hash(x)=11477958)
|
| 816 |
+
782 train 7.622464 (lr=2.9162e-05) (hash(x)=12979425)
|
| 817 |
+
783 train 7.698474 (lr=2.9000e-05) (hash(x)=12249732)
|
| 818 |
+
784 train 7.832039 (lr=2.8839e-05) (hash(x)=14867563)
|
| 819 |
+
785 train 7.721405 (lr=2.8678e-05) (hash(x)=12132933)
|
| 820 |
+
786 train 7.645487 (lr=2.8518e-05) (hash(x)=13535569)
|
| 821 |
+
787 train 7.763117 (lr=2.8358e-05) (hash(x)=12307821)
|
| 822 |
+
788 train 7.271033 (lr=2.8199e-05) (hash(x)=11278357)
|
| 823 |
+
789 train 7.229966 (lr=2.8040e-05) (hash(x)=11266264)
|
| 824 |
+
790 train 7.480228 (lr=2.7881e-05) (hash(x)=12955233)
|
| 825 |
+
791 train 7.791690 (lr=2.7724e-05) (hash(x)=13803785)
|
| 826 |
+
792 train 7.667414 (lr=2.7566e-05) (hash(x)=14264824)
|
| 827 |
+
793 train 7.801067 (lr=2.7410e-05) (hash(x)=13256773)
|
| 828 |
+
794 train 7.579760 (lr=2.7254e-05) (hash(x)=12650537)
|
| 829 |
+
795 train 7.585497 (lr=2.7098e-05) (hash(x)=12493316)
|
| 830 |
+
796 train 7.659342 (lr=2.6943e-05) (hash(x)=11836158)
|
| 831 |
+
797 train 7.505648 (lr=2.6788e-05) (hash(x)=12991346)
|
| 832 |
+
798 train 8.081731 (lr=2.6634e-05) (hash(x)=13756621)
|
| 833 |
+
799 train 7.357153 (lr=2.6481e-05) (hash(x)=11689978)
|
| 834 |
+
800 val loss 7.6292
|
| 835 |
+
800 val perplexity 2057.4211
|
| 836 |
+
800 train 7.631804 (lr=2.6328e-05) (hash(x)=10365069)
|
| 837 |
+
801 train 7.587431 (lr=2.6176e-05) (hash(x)=12056273)
|
| 838 |
+
802 train 7.762430 (lr=2.6024e-05) (hash(x)=14348732)
|
| 839 |
+
803 train 7.778242 (lr=2.5873e-05) (hash(x)=11906763)
|
| 840 |
+
804 train 7.796702 (lr=2.5722e-05) (hash(x)=12437638)
|
| 841 |
+
805 train 7.718960 (lr=2.5572e-05) (hash(x)=12621559)
|
| 842 |
+
806 train 7.492385 (lr=2.5423e-05) (hash(x)=11302699)
|
| 843 |
+
807 train 7.935616 (lr=2.5274e-05) (hash(x)=13865869)
|
| 844 |
+
808 train 7.680390 (lr=2.5125e-05) (hash(x)=12380967)
|
| 845 |
+
809 train 7.794242 (lr=2.4978e-05) (hash(x)=11425874)
|
| 846 |
+
810 train 7.639746 (lr=2.4830e-05) (hash(x)=12723475)
|
| 847 |
+
811 train 8.425303 (lr=2.4684e-05) (hash(x)=16513375)
|
| 848 |
+
812 train 7.843686 (lr=2.4538e-05) (hash(x)=13869844)
|
| 849 |
+
813 train 8.002068 (lr=2.4392e-05) (hash(x)=14492920)
|
| 850 |
+
814 train 7.876977 (lr=2.4247e-05) (hash(x)=13793114)
|
| 851 |
+
815 train 7.704354 (lr=2.4103e-05) (hash(x)=13030618)
|
| 852 |
+
816 train 7.793812 (lr=2.3959e-05) (hash(x)=14792501)
|
| 853 |
+
817 train 7.575655 (lr=2.3816e-05) (hash(x)=12816692)
|
| 854 |
+
818 train 7.789332 (lr=2.3674e-05) (hash(x)=12569165)
|
| 855 |
+
819 train 8.014382 (lr=2.3532e-05) (hash(x)=13701949)
|
| 856 |
+
820 train 7.671343 (lr=2.3391e-05) (hash(x)=12255108)
|
| 857 |
+
821 train 7.669661 (lr=2.3250e-05) (hash(x)=12904618)
|
| 858 |
+
822 train 7.676630 (lr=2.3110e-05) (hash(x)=12258538)
|
| 859 |
+
823 train 7.950303 (lr=2.2971e-05) (hash(x)=14299833)
|
| 860 |
+
824 train 7.550400 (lr=2.2832e-05) (hash(x)=10822163)
|
| 861 |
+
825 train 7.705056 (lr=2.2694e-05) (hash(x)=12586511)
|
| 862 |
+
826 train 7.681914 (lr=2.2556e-05) (hash(x)=13939370)
|
| 863 |
+
827 train 7.682074 (lr=2.2420e-05) (hash(x)=11818854)
|
| 864 |
+
828 train 7.732458 (lr=2.2283e-05) (hash(x)=13752960)
|
| 865 |
+
829 train 7.732020 (lr=2.2148e-05) (hash(x)=13063115)
|
| 866 |
+
830 train 7.676750 (lr=2.2013e-05) (hash(x)=12817199)
|
| 867 |
+
831 train 7.599615 (lr=2.1878e-05) (hash(x)=12908875)
|
| 868 |
+
832 train 7.923879 (lr=2.1745e-05) (hash(x)=13871627)
|
| 869 |
+
833 train 7.770768 (lr=2.1612e-05) (hash(x)=12627550)
|
| 870 |
+
834 train 7.576340 (lr=2.1479e-05) (hash(x)=11338055)
|
| 871 |
+
835 train 7.615951 (lr=2.1347e-05) (hash(x)=12634656)
|
| 872 |
+
836 train 7.663651 (lr=2.1216e-05) (hash(x)=12416256)
|
| 873 |
+
837 train 7.719417 (lr=2.1086e-05) (hash(x)=13466941)
|
| 874 |
+
838 train 7.819789 (lr=2.0956e-05) (hash(x)=14648030)
|
| 875 |
+
839 train 8.041725 (lr=2.0827e-05) (hash(x)=13859304)
|
| 876 |
+
840 train 7.887707 (lr=2.0698e-05) (hash(x)=13483846)
|
| 877 |
+
841 train 7.811630 (lr=2.0570e-05) (hash(x)=9637450)
|
| 878 |
+
842 train 7.579254 (lr=2.0443e-05) (hash(x)=11672159)
|
| 879 |
+
843 train 7.869338 (lr=2.0317e-05) (hash(x)=14940204)
|
| 880 |
+
844 train 7.669798 (lr=2.0191e-05) (hash(x)=14028640)
|
| 881 |
+
845 train 7.726581 (lr=2.0066e-05) (hash(x)=13686717)
|
| 882 |
+
846 train 7.680332 (lr=1.9941e-05) (hash(x)=11037190)
|
| 883 |
+
847 train 7.861037 (lr=1.9818e-05) (hash(x)=14396964)
|
| 884 |
+
848 train 7.285347 (lr=1.9694e-05) (hash(x)=10766097)
|
| 885 |
+
849 train 7.553684 (lr=1.9572e-05) (hash(x)=12949082)
|
| 886 |
+
850 val loss 7.6206
|
| 887 |
+
850 val perplexity 2039.7268
|
| 888 |
+
850 train 7.520333 (lr=1.9450e-05) (hash(x)=13743434)
|
| 889 |
+
851 train 7.718529 (lr=1.9329e-05) (hash(x)=13577749)
|
| 890 |
+
852 train 7.736487 (lr=1.9209e-05) (hash(x)=12752830)
|
| 891 |
+
853 train 7.867672 (lr=1.9089e-05) (hash(x)=13031728)
|
| 892 |
+
854 train 7.944017 (lr=1.8970e-05) (hash(x)=13630938)
|
| 893 |
+
855 train 7.706992 (lr=1.8852e-05) (hash(x)=11269801)
|
| 894 |
+
856 train 7.588866 (lr=1.8734e-05) (hash(x)=12724302)
|
| 895 |
+
857 train 7.462291 (lr=1.8618e-05) (hash(x)=11106556)
|
| 896 |
+
858 train 7.385964 (lr=1.8501e-05) (hash(x)=12499441)
|
| 897 |
+
859 train 7.535069 (lr=1.8386e-05) (hash(x)=11222906)
|
| 898 |
+
860 train 7.682183 (lr=1.8271e-05) (hash(x)=10586708)
|
| 899 |
+
861 train 7.831712 (lr=1.8157e-05) (hash(x)=14052269)
|
| 900 |
+
862 train 7.673687 (lr=1.8044e-05) (hash(x)=13384690)
|
| 901 |
+
863 train 7.460972 (lr=1.7931e-05) (hash(x)=14486071)
|
| 902 |
+
864 train 7.680599 (lr=1.7819e-05) (hash(x)=11976037)
|
| 903 |
+
865 train 7.717909 (lr=1.7708e-05) (hash(x)=13026662)
|
| 904 |
+
866 train 7.693939 (lr=1.7598e-05) (hash(x)=13443462)
|
| 905 |
+
867 train 7.677587 (lr=1.7488e-05) (hash(x)=11065744)
|
| 906 |
+
868 train 7.715825 (lr=1.7379e-05) (hash(x)=12404324)
|
| 907 |
+
869 train 7.773833 (lr=1.7271e-05) (hash(x)=13318947)
|
| 908 |
+
870 train 7.913719 (lr=1.7163e-05) (hash(x)=14278749)
|
| 909 |
+
871 train 7.606133 (lr=1.7056e-05) (hash(x)=11997361)
|
| 910 |
+
872 train 7.979546 (lr=1.6950e-05) (hash(x)=16591908)
|
| 911 |
+
873 train 7.647080 (lr=1.6845e-05) (hash(x)=12437178)
|
| 912 |
+
874 train 7.743247 (lr=1.6740e-05) (hash(x)=11441868)
|
| 913 |
+
875 train 7.609517 (lr=1.6636e-05) (hash(x)=12705537)
|
| 914 |
+
876 train 7.744054 (lr=1.6533e-05) (hash(x)=14200097)
|
| 915 |
+
877 train 7.825002 (lr=1.6431e-05) (hash(x)=15790088)
|
| 916 |
+
878 train 7.600862 (lr=1.6329e-05) (hash(x)=11804370)
|
| 917 |
+
879 train 7.480116 (lr=1.6228e-05) (hash(x)=11010336)
|
| 918 |
+
880 train 7.895975 (lr=1.6128e-05) (hash(x)=10935364)
|
| 919 |
+
881 train 7.674376 (lr=1.6029e-05) (hash(x)=11401216)
|
| 920 |
+
882 train 7.755695 (lr=1.5930e-05) (hash(x)=12837899)
|
| 921 |
+
883 train 7.683318 (lr=1.5832e-05) (hash(x)=15106564)
|
| 922 |
+
884 train 7.746137 (lr=1.5735e-05) (hash(x)=12856376)
|
| 923 |
+
885 train 7.687259 (lr=1.5639e-05) (hash(x)=13019227)
|
| 924 |
+
886 train 7.798133 (lr=1.5543e-05) (hash(x)=13294195)
|
| 925 |
+
887 train 7.616749 (lr=1.5449e-05) (hash(x)=10864248)
|
| 926 |
+
888 train 7.457390 (lr=1.5354e-05) (hash(x)=10779619)
|
| 927 |
+
889 train 7.757562 (lr=1.5261e-05) (hash(x)=12107995)
|
| 928 |
+
890 train 7.443310 (lr=1.5169e-05) (hash(x)=11879879)
|
| 929 |
+
891 train 7.662545 (lr=1.5077e-05) (hash(x)=13284954)
|
| 930 |
+
892 train 7.903453 (lr=1.4986e-05) (hash(x)=12895131)
|
| 931 |
+
893 train 7.657013 (lr=1.4896e-05) (hash(x)=12430135)
|
| 932 |
+
894 train 7.753739 (lr=1.4806e-05) (hash(x)=12661748)
|
| 933 |
+
895 train 7.642135 (lr=1.4718e-05) (hash(x)=11906151)
|
| 934 |
+
896 train 7.621687 (lr=1.4630e-05) (hash(x)=11476689)
|
| 935 |
+
897 train 7.409808 (lr=1.4543e-05) (hash(x)=11697970)
|
| 936 |
+
898 train 7.538272 (lr=1.4456e-05) (hash(x)=10948364)
|
| 937 |
+
899 train 7.324598 (lr=1.4371e-05) (hash(x)=8629295)
|
| 938 |
+
900 val loss 7.6124
|
| 939 |
+
900 val perplexity 2023.1067
|
| 940 |
+
900 train 7.604218 (lr=1.4286e-05) (hash(x)=12316587)
|
| 941 |
+
901 train 7.696288 (lr=1.4202e-05) (hash(x)=13977261)
|
| 942 |
+
902 train 7.687957 (lr=1.4119e-05) (hash(x)=12479583)
|
| 943 |
+
903 train 7.765285 (lr=1.4037e-05) (hash(x)=15166897)
|
| 944 |
+
904 train 7.781142 (lr=1.3955e-05) (hash(x)=12472550)
|
| 945 |
+
905 train 7.831698 (lr=1.3874e-05) (hash(x)=13444474)
|
| 946 |
+
906 train 7.866756 (lr=1.3794e-05) (hash(x)=13849646)
|
| 947 |
+
907 train 7.858720 (lr=1.3715e-05) (hash(x)=13108020)
|
| 948 |
+
908 train 7.627274 (lr=1.3637e-05) (hash(x)=14061108)
|
| 949 |
+
909 train 7.737940 (lr=1.3559e-05) (hash(x)=12559086)
|
| 950 |
+
910 train 7.572672 (lr=1.3482e-05) (hash(x)=11562580)
|
| 951 |
+
911 train 7.657227 (lr=1.3407e-05) (hash(x)=12338963)
|
| 952 |
+
912 train 7.256672 (lr=1.3331e-05) (hash(x)=10604668)
|
| 953 |
+
913 train 7.643756 (lr=1.3257e-05) (hash(x)=10411127)
|
| 954 |
+
914 train 7.667354 (lr=1.3183e-05) (hash(x)=12560107)
|
| 955 |
+
915 train 7.943704 (lr=1.3111e-05) (hash(x)=17176736)
|
| 956 |
+
916 train 7.547956 (lr=1.3039e-05) (hash(x)=13034244)
|
| 957 |
+
917 train 7.614550 (lr=1.2968e-05) (hash(x)=13586859)
|
| 958 |
+
918 train 7.629796 (lr=1.2897e-05) (hash(x)=14825083)
|
| 959 |
+
919 train 7.842947 (lr=1.2828e-05) (hash(x)=13235312)
|
| 960 |
+
920 train 7.608109 (lr=1.2759e-05) (hash(x)=12555636)
|
| 961 |
+
921 train 7.532580 (lr=1.2691e-05) (hash(x)=10862031)
|
| 962 |
+
922 train 7.658683 (lr=1.2624e-05) (hash(x)=12129400)
|
| 963 |
+
923 train 7.793427 (lr=1.2558e-05) (hash(x)=12498316)
|
| 964 |
+
924 train 7.783417 (lr=1.2493e-05) (hash(x)=13128811)
|
| 965 |
+
925 train 7.607649 (lr=1.2428e-05) (hash(x)=15109534)
|
| 966 |
+
926 train 7.401073 (lr=1.2364e-05) (hash(x)=10731002)
|
| 967 |
+
927 train 7.581272 (lr=1.2301e-05) (hash(x)=11031343)
|
| 968 |
+
928 train 7.543287 (lr=1.2239e-05) (hash(x)=11552376)
|
| 969 |
+
929 train 7.655213 (lr=1.2178e-05) (hash(x)=13030101)
|
| 970 |
+
930 train 7.398396 (lr=1.2118e-05) (hash(x)=13250524)
|
| 971 |
+
931 train 7.728891 (lr=1.2058e-05) (hash(x)=12787203)
|
| 972 |
+
932 train 7.652882 (lr=1.1999e-05) (hash(x)=12056192)
|
| 973 |
+
933 train 7.736353 (lr=1.1941e-05) (hash(x)=13192715)
|
| 974 |
+
934 train 7.594948 (lr=1.1884e-05) (hash(x)=13092101)
|
| 975 |
+
935 train 7.802969 (lr=1.1828e-05) (hash(x)=14597757)
|
| 976 |
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936 train 7.806710 (lr=1.1772e-05) (hash(x)=13880794)
|
| 977 |
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937 train 7.512589 (lr=1.1718e-05) (hash(x)=11548718)
|
| 978 |
+
938 train 7.730990 (lr=1.1664e-05) (hash(x)=11354422)
|
| 979 |
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939 train 7.643562 (lr=1.1611e-05) (hash(x)=12017158)
|
| 980 |
+
940 train 7.863441 (lr=1.1559e-05) (hash(x)=15839756)
|
| 981 |
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941 train 7.549936 (lr=1.1508e-05) (hash(x)=10164479)
|
| 982 |
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942 train 7.560804 (lr=1.1457e-05) (hash(x)=13779450)
|
| 983 |
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943 train 7.540797 (lr=1.1408e-05) (hash(x)=13571036)
|
| 984 |
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944 train 7.496755 (lr=1.1359e-05) (hash(x)=12178618)
|
| 985 |
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945 train 7.715475 (lr=1.1311e-05) (hash(x)=11609529)
|
| 986 |
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946 train 7.704891 (lr=1.1264e-05) (hash(x)=14297351)
|
| 987 |
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947 train 7.662954 (lr=1.1218e-05) (hash(x)=12289875)
|
| 988 |
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948 train 7.908993 (lr=1.1173e-05) (hash(x)=13540167)
|
| 989 |
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949 train 7.624613 (lr=1.1128e-05) (hash(x)=13086437)
|
| 990 |
+
950 val loss 7.6073
|
| 991 |
+
950 val perplexity 2012.8827
|
| 992 |
+
950 train 7.851632 (lr=1.1085e-05) (hash(x)=15073523)
|
| 993 |
+
951 train 7.964910 (lr=1.1042e-05) (hash(x)=13225100)
|
| 994 |
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952 train 7.534026 (lr=1.1000e-05) (hash(x)=11311171)
|
| 995 |
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953 train 7.476605 (lr=1.0959e-05) (hash(x)=12863127)
|
| 996 |
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954 train 7.890977 (lr=1.0919e-05) (hash(x)=15288759)
|
| 997 |
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955 train 7.427927 (lr=1.0879e-05) (hash(x)=11162887)
|
| 998 |
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956 train 7.737081 (lr=1.0841e-05) (hash(x)=9933157)
|
| 999 |
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957 train 7.776907 (lr=1.0803e-05) (hash(x)=12364743)
|
| 1000 |
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958 train 7.490522 (lr=1.0766e-05) (hash(x)=10723631)
|
| 1001 |
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959 train 7.562864 (lr=1.0730e-05) (hash(x)=12281916)
|
| 1002 |
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960 train 7.565658 (lr=1.0695e-05) (hash(x)=12131510)
|
| 1003 |
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961 train 7.624058 (lr=1.0661e-05) (hash(x)=12249214)
|
| 1004 |
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962 train 7.771938 (lr=1.0628e-05) (hash(x)=12301339)
|
| 1005 |
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963 train 7.618944 (lr=1.0595e-05) (hash(x)=12348477)
|
| 1006 |
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964 train 7.672257 (lr=1.0563e-05) (hash(x)=13002952)
|
| 1007 |
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965 train 7.763545 (lr=1.0533e-05) (hash(x)=12468719)
|
| 1008 |
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966 train 7.736159 (lr=1.0503e-05) (hash(x)=11222266)
|
| 1009 |
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967 train 7.708023 (lr=1.0474e-05) (hash(x)=13634084)
|
| 1010 |
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968 train 7.701601 (lr=1.0445e-05) (hash(x)=14045062)
|
| 1011 |
+
969 train 7.629251 (lr=1.0418e-05) (hash(x)=11740722)
|
| 1012 |
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970 train 7.947063 (lr=1.0391e-05) (hash(x)=14816355)
|
| 1013 |
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971 train 7.587160 (lr=1.0366e-05) (hash(x)=11378506)
|
| 1014 |
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972 train 7.420127 (lr=1.0341e-05) (hash(x)=10458922)
|
| 1015 |
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973 train 7.648345 (lr=1.0317e-05) (hash(x)=13417634)
|
| 1016 |
+
974 train 7.760894 (lr=1.0294e-05) (hash(x)=13825872)
|
| 1017 |
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975 train 7.684702 (lr=1.0272e-05) (hash(x)=11801649)
|
| 1018 |
+
976 train 7.861512 (lr=1.0251e-05) (hash(x)=11686944)
|
| 1019 |
+
977 train 7.563744 (lr=1.0230e-05) (hash(x)=10917325)
|
| 1020 |
+
978 train 7.454514 (lr=1.0211e-05) (hash(x)=11207331)
|
| 1021 |
+
979 train 7.531972 (lr=1.0192e-05) (hash(x)=10552788)
|
| 1022 |
+
980 train 7.320363 (lr=1.0174e-05) (hash(x)=8947573)
|
| 1023 |
+
981 train 7.170998 (lr=1.0157e-05) (hash(x)=9421716)
|
| 1024 |
+
982 train 7.491410 (lr=1.0141e-05) (hash(x)=13067279)
|
| 1025 |
+
983 train 7.750579 (lr=1.0126e-05) (hash(x)=11746289)
|
| 1026 |
+
984 train 7.740094 (lr=1.0111e-05) (hash(x)=12788451)
|
| 1027 |
+
985 train 7.569104 (lr=1.0098e-05) (hash(x)=9589864)
|
| 1028 |
+
986 train 7.556940 (lr=1.0085e-05) (hash(x)=12600294)
|
| 1029 |
+
987 train 7.653209 (lr=1.0074e-05) (hash(x)=13826293)
|
| 1030 |
+
988 train 7.746078 (lr=1.0063e-05) (hash(x)=14679370)
|
| 1031 |
+
989 train 7.826417 (lr=1.0053e-05) (hash(x)=12720603)
|
| 1032 |
+
990 train 7.639474 (lr=1.0044e-05) (hash(x)=12387624)
|
| 1033 |
+
991 train 7.633626 (lr=1.0035e-05) (hash(x)=10783313)
|
| 1034 |
+
992 train 7.679803 (lr=1.0028e-05) (hash(x)=11773378)
|
| 1035 |
+
993 train 7.681911 (lr=1.0021e-05) (hash(x)=13077539)
|
| 1036 |
+
994 train 7.658948 (lr=1.0016e-05) (hash(x)=12541500)
|
| 1037 |
+
995 train 7.810250 (lr=1.0011e-05) (hash(x)=12913270)
|
| 1038 |
+
996 train 7.769026 (lr=1.0007e-05) (hash(x)=11426867)
|
| 1039 |
+
997 train 7.586505 (lr=1.0004e-05) (hash(x)=11228160)
|
| 1040 |
+
998 train 7.412054 (lr=1.0002e-05) (hash(x)=11408061)
|
| 1041 |
+
999 val loss 7.6056
|
| 1042 |
+
999 val perplexity 2009.4668
|
| 1043 |
+
999 train 7.766582 (lr=1.0000e-05) (hash(x)=14212467)
|
lr1e-4_total_batch_size5120_seq_len256/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:07477d76dd8cfd9541db73cffc1338541c0cec2c12fbcd6fa4443bc0da9ae104
|
| 3 |
+
size 38587970
|
lr1e-4_total_batch_size5120_seq_len256/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:945f374f099f48901ad463d74123bee12863b9fbc1bf32b054cdd329eb5ed951
|
| 3 |
+
size 70895430
|