Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size10240_seq_len128/args.json +1 -0
- lr1e-4_total_batch_size10240_seq_len128/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size10240_seq_len128/log2.txt +1043 -0
- lr1e-4_total_batch_size10240_seq_len128/model_00999.pt +3 -0
- lr1e-4_total_batch_size10240_seq_len128/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size10240_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size10240_seq_len128", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 10240, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0001, "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_size10240_seq_len128/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3b9fd0bfa27ab267155e5ae2bb7e7ccf3640df9cfec6890472ce93f6d886a52e
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size 964
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lr1e-4_total_batch_size10240_seq_len128/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.6870
|
| 3 |
+
0 val perplexity 119016.5000
|
| 4 |
+
0 train 11.691129 (lr=3.4965e-07) (hash(x)=6605789)
|
| 5 |
+
1 train 11.715714 (lr=6.9930e-07) (hash(x)=5113283)
|
| 6 |
+
2 train 11.677877 (lr=1.0490e-06) (hash(x)=7007748)
|
| 7 |
+
3 train 11.696216 (lr=1.3986e-06) (hash(x)=5534142)
|
| 8 |
+
4 train 11.698164 (lr=1.7483e-06) (hash(x)=5974274)
|
| 9 |
+
5 train 11.693561 (lr=2.0979e-06) (hash(x)=6763231)
|
| 10 |
+
6 train 11.663198 (lr=2.4476e-06) (hash(x)=6706513)
|
| 11 |
+
7 train 11.692604 (lr=2.7972e-06) (hash(x)=6328012)
|
| 12 |
+
8 train 11.669147 (lr=3.1469e-06) (hash(x)=6183012)
|
| 13 |
+
9 train 11.655550 (lr=3.4965e-06) (hash(x)=7052161)
|
| 14 |
+
10 train 11.631498 (lr=3.8462e-06) (hash(x)=6586466)
|
| 15 |
+
11 train 11.661675 (lr=4.1958e-06) (hash(x)=5556098)
|
| 16 |
+
12 train 11.645960 (lr=4.5455e-06) (hash(x)=8155572)
|
| 17 |
+
13 train 11.602326 (lr=4.8951e-06) (hash(x)=4696943)
|
| 18 |
+
14 train 11.583433 (lr=5.2448e-06) (hash(x)=7649389)
|
| 19 |
+
15 train 11.568135 (lr=5.5944e-06) (hash(x)=6219138)
|
| 20 |
+
16 train 11.537117 (lr=5.9441e-06) (hash(x)=7075794)
|
| 21 |
+
17 train 11.528027 (lr=6.2937e-06) (hash(x)=6049878)
|
| 22 |
+
18 train 11.538563 (lr=6.6434e-06) (hash(x)=6385927)
|
| 23 |
+
19 train 11.504963 (lr=6.9930e-06) (hash(x)=5491972)
|
| 24 |
+
20 train 11.490391 (lr=7.3427e-06) (hash(x)=6061420)
|
| 25 |
+
21 train 11.492226 (lr=7.6923e-06) (hash(x)=8075458)
|
| 26 |
+
22 train 11.383057 (lr=8.0420e-06) (hash(x)=7238769)
|
| 27 |
+
23 train 11.447841 (lr=8.3916e-06) (hash(x)=5917741)
|
| 28 |
+
24 train 11.400802 (lr=8.7413e-06) (hash(x)=5430605)
|
| 29 |
+
25 train 11.395272 (lr=9.0909e-06) (hash(x)=5750403)
|
| 30 |
+
26 train 11.354577 (lr=9.4406e-06) (hash(x)=4792640)
|
| 31 |
+
27 train 11.341745 (lr=9.7902e-06) (hash(x)=6112458)
|
| 32 |
+
28 train 11.292657 (lr=1.0140e-05) (hash(x)=5801122)
|
| 33 |
+
29 train 11.317315 (lr=1.0490e-05) (hash(x)=5806490)
|
| 34 |
+
30 train 11.257146 (lr=1.0839e-05) (hash(x)=5754140)
|
| 35 |
+
31 train 11.199593 (lr=1.1189e-05) (hash(x)=6568379)
|
| 36 |
+
32 train 11.133384 (lr=1.1538e-05) (hash(x)=7134932)
|
| 37 |
+
33 train 11.164309 (lr=1.1888e-05) (hash(x)=7212403)
|
| 38 |
+
34 train 11.064849 (lr=1.2238e-05) (hash(x)=7720703)
|
| 39 |
+
35 train 11.096609 (lr=1.2587e-05) (hash(x)=7386082)
|
| 40 |
+
36 train 11.024403 (lr=1.2937e-05) (hash(x)=6848513)
|
| 41 |
+
37 train 11.035874 (lr=1.3287e-05) (hash(x)=6359743)
|
| 42 |
+
38 train 10.946769 (lr=1.3636e-05) (hash(x)=7536538)
|
| 43 |
+
39 train 10.977413 (lr=1.3986e-05) (hash(x)=6151674)
|
| 44 |
+
40 train 10.942835 (lr=1.4336e-05) (hash(x)=6317099)
|
| 45 |
+
41 train 10.886848 (lr=1.4685e-05) (hash(x)=7168704)
|
| 46 |
+
42 train 10.885317 (lr=1.5035e-05) (hash(x)=6736092)
|
| 47 |
+
43 train 10.812740 (lr=1.5385e-05) (hash(x)=7859060)
|
| 48 |
+
44 train 10.821023 (lr=1.5734e-05) (hash(x)=6958223)
|
| 49 |
+
45 train 10.686498 (lr=1.6084e-05) (hash(x)=6976239)
|
| 50 |
+
46 train 10.730842 (lr=1.6434e-05) (hash(x)=6956845)
|
| 51 |
+
47 train 10.738949 (lr=1.6783e-05) (hash(x)=6391506)
|
| 52 |
+
48 train 10.788889 (lr=1.7133e-05) (hash(x)=6113701)
|
| 53 |
+
49 train 10.591890 (lr=1.7483e-05) (hash(x)=5245999)
|
| 54 |
+
50 val loss 10.6346
|
| 55 |
+
50 val perplexity 41549.5352
|
| 56 |
+
50 train 10.623287 (lr=1.7832e-05) (hash(x)=5774189)
|
| 57 |
+
51 train 10.636392 (lr=1.8182e-05) (hash(x)=5985675)
|
| 58 |
+
52 train 10.594037 (lr=1.8531e-05) (hash(x)=6451776)
|
| 59 |
+
53 train 10.461292 (lr=1.8881e-05) (hash(x)=4355733)
|
| 60 |
+
54 train 10.536674 (lr=1.9231e-05) (hash(x)=6669188)
|
| 61 |
+
55 train 10.767937 (lr=1.9580e-05) (hash(x)=6984772)
|
| 62 |
+
56 train 10.482365 (lr=1.9930e-05) (hash(x)=7440580)
|
| 63 |
+
57 train 10.540380 (lr=2.0280e-05) (hash(x)=6244096)
|
| 64 |
+
58 train 10.531529 (lr=2.0629e-05) (hash(x)=8381560)
|
| 65 |
+
59 train 10.482718 (lr=2.0979e-05) (hash(x)=6603717)
|
| 66 |
+
60 train 10.406415 (lr=2.1329e-05) (hash(x)=6437516)
|
| 67 |
+
61 train 10.411435 (lr=2.1678e-05) (hash(x)=5669522)
|
| 68 |
+
62 train 10.355264 (lr=2.2028e-05) (hash(x)=5505889)
|
| 69 |
+
63 train 10.414718 (lr=2.2378e-05) (hash(x)=6190579)
|
| 70 |
+
64 train 10.417758 (lr=2.2727e-05) (hash(x)=5153196)
|
| 71 |
+
65 train 10.457509 (lr=2.3077e-05) (hash(x)=4912983)
|
| 72 |
+
66 train 10.406000 (lr=2.3427e-05) (hash(x)=5109125)
|
| 73 |
+
67 train 10.235314 (lr=2.3776e-05) (hash(x)=7276303)
|
| 74 |
+
68 train 10.400863 (lr=2.4126e-05) (hash(x)=6645716)
|
| 75 |
+
69 train 10.332122 (lr=2.4476e-05) (hash(x)=5479947)
|
| 76 |
+
70 train 10.451086 (lr=2.4825e-05) (hash(x)=7850360)
|
| 77 |
+
71 train 10.455929 (lr=2.5175e-05) (hash(x)=6630378)
|
| 78 |
+
72 train 10.349250 (lr=2.5524e-05) (hash(x)=6295358)
|
| 79 |
+
73 train 10.428650 (lr=2.5874e-05) (hash(x)=8097010)
|
| 80 |
+
74 train 10.360823 (lr=2.6224e-05) (hash(x)=3958188)
|
| 81 |
+
75 train 10.521447 (lr=2.6573e-05) (hash(x)=9989744)
|
| 82 |
+
76 train 10.334774 (lr=2.6923e-05) (hash(x)=6343832)
|
| 83 |
+
77 train 10.311204 (lr=2.7273e-05) (hash(x)=6694932)
|
| 84 |
+
78 train 10.278445 (lr=2.7622e-05) (hash(x)=6429137)
|
| 85 |
+
79 train 10.220717 (lr=2.7972e-05) (hash(x)=6317894)
|
| 86 |
+
80 train 10.144623 (lr=2.8322e-05) (hash(x)=5165595)
|
| 87 |
+
81 train 10.203988 (lr=2.8671e-05) (hash(x)=5046327)
|
| 88 |
+
82 train 10.299314 (lr=2.9021e-05) (hash(x)=7060363)
|
| 89 |
+
83 train 10.193643 (lr=2.9371e-05) (hash(x)=7947703)
|
| 90 |
+
84 train 10.129883 (lr=2.9720e-05) (hash(x)=5971240)
|
| 91 |
+
85 train 10.101086 (lr=3.0070e-05) (hash(x)=5916068)
|
| 92 |
+
86 train 10.165997 (lr=3.0420e-05) (hash(x)=7426277)
|
| 93 |
+
87 train 10.254584 (lr=3.0769e-05) (hash(x)=5777498)
|
| 94 |
+
88 train 10.221705 (lr=3.1119e-05) (hash(x)=6403331)
|
| 95 |
+
89 train 10.059228 (lr=3.1469e-05) (hash(x)=5753092)
|
| 96 |
+
90 train 10.120261 (lr=3.1818e-05) (hash(x)=5981486)
|
| 97 |
+
91 train 10.138000 (lr=3.2168e-05) (hash(x)=7723226)
|
| 98 |
+
92 train 10.086612 (lr=3.2517e-05) (hash(x)=6069558)
|
| 99 |
+
93 train 10.141511 (lr=3.2867e-05) (hash(x)=7007016)
|
| 100 |
+
94 train 10.032905 (lr=3.3217e-05) (hash(x)=5027958)
|
| 101 |
+
95 train 10.056123 (lr=3.3566e-05) (hash(x)=6491229)
|
| 102 |
+
96 train 10.060586 (lr=3.3916e-05) (hash(x)=7036653)
|
| 103 |
+
97 train 10.112430 (lr=3.4266e-05) (hash(x)=6390752)
|
| 104 |
+
98 train 10.217685 (lr=3.4615e-05) (hash(x)=7758167)
|
| 105 |
+
99 train 10.176164 (lr=3.4965e-05) (hash(x)=6019389)
|
| 106 |
+
100 val loss 10.0864
|
| 107 |
+
100 val perplexity 24014.5977
|
| 108 |
+
100 train 10.158809 (lr=3.5315e-05) (hash(x)=6503191)
|
| 109 |
+
101 train 9.981990 (lr=3.5664e-05) (hash(x)=7662067)
|
| 110 |
+
102 train 10.049532 (lr=3.6014e-05) (hash(x)=7901992)
|
| 111 |
+
103 train 10.092311 (lr=3.6364e-05) (hash(x)=4648609)
|
| 112 |
+
104 train 10.026969 (lr=3.6713e-05) (hash(x)=5897288)
|
| 113 |
+
105 train 9.998008 (lr=3.7063e-05) (hash(x)=4725966)
|
| 114 |
+
106 train 9.951184 (lr=3.7413e-05) (hash(x)=6243442)
|
| 115 |
+
107 train 10.000803 (lr=3.7762e-05) (hash(x)=5558355)
|
| 116 |
+
108 train 10.049534 (lr=3.8112e-05) (hash(x)=5400407)
|
| 117 |
+
109 train 9.979938 (lr=3.8462e-05) (hash(x)=6524933)
|
| 118 |
+
110 train 9.982258 (lr=3.8811e-05) (hash(x)=5889724)
|
| 119 |
+
111 train 9.947940 (lr=3.9161e-05) (hash(x)=6369326)
|
| 120 |
+
112 train 9.881700 (lr=3.9510e-05) (hash(x)=5911906)
|
| 121 |
+
113 train 9.994719 (lr=3.9860e-05) (hash(x)=6022625)
|
| 122 |
+
114 train 9.846291 (lr=4.0210e-05) (hash(x)=6584810)
|
| 123 |
+
115 train 9.940397 (lr=4.0559e-05) (hash(x)=4906853)
|
| 124 |
+
116 train 9.738394 (lr=4.0909e-05) (hash(x)=4564564)
|
| 125 |
+
117 train 9.710005 (lr=4.1259e-05) (hash(x)=5589269)
|
| 126 |
+
118 train 9.845630 (lr=4.1608e-05) (hash(x)=6969180)
|
| 127 |
+
119 train 9.838554 (lr=4.1958e-05) (hash(x)=6437376)
|
| 128 |
+
120 train 9.881484 (lr=4.2308e-05) (hash(x)=7116258)
|
| 129 |
+
121 train 9.859009 (lr=4.2657e-05) (hash(x)=7304892)
|
| 130 |
+
122 train 9.838655 (lr=4.3007e-05) (hash(x)=7366721)
|
| 131 |
+
123 train 9.825720 (lr=4.3357e-05) (hash(x)=7084093)
|
| 132 |
+
124 train 9.906609 (lr=4.3706e-05) (hash(x)=7197652)
|
| 133 |
+
125 train 9.792642 (lr=4.4056e-05) (hash(x)=5908178)
|
| 134 |
+
126 train 9.634016 (lr=4.4406e-05) (hash(x)=6349974)
|
| 135 |
+
127 train 9.669449 (lr=4.4755e-05) (hash(x)=7048804)
|
| 136 |
+
128 train 9.718451 (lr=4.5105e-05) (hash(x)=7909039)
|
| 137 |
+
129 train 9.742558 (lr=4.5455e-05) (hash(x)=6085549)
|
| 138 |
+
130 train 9.775120 (lr=4.5804e-05) (hash(x)=7463181)
|
| 139 |
+
131 train 9.685642 (lr=4.6154e-05) (hash(x)=5752594)
|
| 140 |
+
132 train 9.536407 (lr=4.6503e-05) (hash(x)=6114601)
|
| 141 |
+
133 train 9.566474 (lr=4.6853e-05) (hash(x)=7662769)
|
| 142 |
+
134 train 9.543540 (lr=4.7203e-05) (hash(x)=7485666)
|
| 143 |
+
135 train 9.284313 (lr=4.7552e-05) (hash(x)=6393520)
|
| 144 |
+
136 train 9.599241 (lr=4.7902e-05) (hash(x)=5586291)
|
| 145 |
+
137 train 9.706452 (lr=4.8252e-05) (hash(x)=5942867)
|
| 146 |
+
138 train 9.675098 (lr=4.8601e-05) (hash(x)=7574027)
|
| 147 |
+
139 train 9.608974 (lr=4.8951e-05) (hash(x)=6793550)
|
| 148 |
+
140 train 9.516984 (lr=4.9301e-05) (hash(x)=6264789)
|
| 149 |
+
141 train 9.483897 (lr=4.9650e-05) (hash(x)=7105976)
|
| 150 |
+
142 train 9.519382 (lr=5.0000e-05) (hash(x)=7244279)
|
| 151 |
+
143 train 9.530899 (lr=5.0350e-05) (hash(x)=6581348)
|
| 152 |
+
144 train 9.495308 (lr=5.0699e-05) (hash(x)=6543825)
|
| 153 |
+
145 train 9.433113 (lr=5.1049e-05) (hash(x)=5555598)
|
| 154 |
+
146 train 9.428387 (lr=5.1399e-05) (hash(x)=7254232)
|
| 155 |
+
147 train 9.366930 (lr=5.1748e-05) (hash(x)=6235837)
|
| 156 |
+
148 train 9.337235 (lr=5.2098e-05) (hash(x)=4738550)
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| 157 |
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149 train 9.329519 (lr=5.2448e-05) (hash(x)=5591770)
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150 val loss 9.3583
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| 159 |
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150 val perplexity 11594.8623
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| 160 |
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150 train 9.720510 (lr=5.2797e-05) (hash(x)=8012491)
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151 train 9.331465 (lr=5.3147e-05) (hash(x)=7083021)
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152 train 9.370584 (lr=5.3497e-05) (hash(x)=6456022)
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153 train 9.336122 (lr=5.3846e-05) (hash(x)=7281348)
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154 train 9.382425 (lr=5.4196e-05) (hash(x)=7824794)
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155 train 9.377480 (lr=5.4545e-05) (hash(x)=6155821)
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156 train 9.306238 (lr=5.4895e-05) (hash(x)=7807564)
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157 train 9.142947 (lr=5.5245e-05) (hash(x)=5736241)
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158 train 9.229507 (lr=5.5594e-05) (hash(x)=5688415)
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159 train 9.050955 (lr=5.5944e-05) (hash(x)=5657123)
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160 train 9.043358 (lr=5.6294e-05) (hash(x)=6102985)
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161 train 9.007455 (lr=5.6643e-05) (hash(x)=6452095)
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162 train 9.028298 (lr=5.6993e-05) (hash(x)=5848921)
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163 train 9.049395 (lr=5.7343e-05) (hash(x)=5312267)
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164 train 9.039939 (lr=5.7692e-05) (hash(x)=5025297)
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165 train 8.954381 (lr=5.8042e-05) (hash(x)=5434493)
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166 train 9.139805 (lr=5.8392e-05) (hash(x)=5197474)
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167 train 9.037271 (lr=5.8741e-05) (hash(x)=6830813)
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168 train 9.008745 (lr=5.9091e-05) (hash(x)=5242548)
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169 train 8.934137 (lr=5.9441e-05) (hash(x)=4752771)
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170 train 8.994386 (lr=5.9790e-05) (hash(x)=6691249)
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171 train 8.956799 (lr=6.0140e-05) (hash(x)=6424933)
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172 train 8.924302 (lr=6.0490e-05) (hash(x)=6960120)
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173 train 8.824750 (lr=6.0839e-05) (hash(x)=5786517)
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174 train 8.833849 (lr=6.1189e-05) (hash(x)=7229689)
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175 train 8.956733 (lr=6.1538e-05) (hash(x)=6680023)
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176 train 8.773468 (lr=6.1888e-05) (hash(x)=7688393)
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177 train 8.780998 (lr=6.2238e-05) (hash(x)=6474729)
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178 train 8.859513 (lr=6.2587e-05) (hash(x)=5946650)
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179 train 8.776073 (lr=6.2937e-05) (hash(x)=7523279)
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180 train 8.668302 (lr=6.3287e-05) (hash(x)=5531605)
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181 train 8.576374 (lr=6.3636e-05) (hash(x)=5508768)
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182 train 8.736878 (lr=6.3986e-05) (hash(x)=6415982)
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183 train 8.701837 (lr=6.4336e-05) (hash(x)=6635925)
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184 train 8.620385 (lr=6.4685e-05) (hash(x)=5923706)
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185 train 8.682731 (lr=6.5035e-05) (hash(x)=6663801)
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186 train 8.523819 (lr=6.5385e-05) (hash(x)=6113540)
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187 train 8.680603 (lr=6.5734e-05) (hash(x)=5869441)
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188 train 8.679300 (lr=6.6084e-05) (hash(x)=6913454)
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189 train 8.524346 (lr=6.6434e-05) (hash(x)=6698878)
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190 train 8.540435 (lr=6.6783e-05) (hash(x)=6094899)
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191 train 8.540534 (lr=6.7133e-05) (hash(x)=6349004)
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192 train 8.539870 (lr=6.7483e-05) (hash(x)=6045933)
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193 train 8.500272 (lr=6.7832e-05) (hash(x)=4986137)
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194 train 8.281454 (lr=6.8182e-05) (hash(x)=4798229)
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195 train 8.319677 (lr=6.8531e-05) (hash(x)=6008454)
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196 train 8.370437 (lr=6.8881e-05) (hash(x)=5938362)
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197 train 8.305453 (lr=6.9231e-05) (hash(x)=6550770)
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198 train 8.384578 (lr=6.9580e-05) (hash(x)=7055344)
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199 train 8.513483 (lr=6.9930e-05) (hash(x)=7682741)
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| 210 |
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200 val loss 8.4100
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| 211 |
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200 val perplexity 4491.9609
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| 212 |
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200 train 8.341786 (lr=7.0280e-05) (hash(x)=7372095)
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201 train 8.598861 (lr=7.0629e-05) (hash(x)=7892158)
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202 train 8.341990 (lr=7.0979e-05) (hash(x)=5929740)
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203 train 8.357166 (lr=7.1329e-05) (hash(x)=7794028)
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204 train 8.464108 (lr=7.1678e-05) (hash(x)=6839923)
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205 train 8.203156 (lr=7.2028e-05) (hash(x)=7093523)
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206 train 8.295508 (lr=7.2378e-05) (hash(x)=5341312)
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207 train 8.347928 (lr=7.2727e-05) (hash(x)=6166062)
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208 train 8.284388 (lr=7.3077e-05) (hash(x)=5992164)
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209 train 8.226460 (lr=7.3427e-05) (hash(x)=6645781)
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210 train 8.294956 (lr=7.3776e-05) (hash(x)=6207724)
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211 train 8.174348 (lr=7.4126e-05) (hash(x)=4811192)
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212 train 8.161320 (lr=7.4476e-05) (hash(x)=6906335)
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213 train 8.119017 (lr=7.4825e-05) (hash(x)=5970866)
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214 train 8.136651 (lr=7.5175e-05) (hash(x)=5238015)
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215 train 8.193901 (lr=7.5524e-05) (hash(x)=7822680)
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216 train 8.030585 (lr=7.5874e-05) (hash(x)=5478019)
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217 train 8.130445 (lr=7.6224e-05) (hash(x)=6317317)
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218 train 8.152289 (lr=7.6573e-05) (hash(x)=5832344)
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219 train 8.153970 (lr=7.6923e-05) (hash(x)=6431409)
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220 train 8.155324 (lr=7.7273e-05) (hash(x)=5900130)
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221 train 8.180564 (lr=7.7622e-05) (hash(x)=6653337)
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222 train 8.067355 (lr=7.7972e-05) (hash(x)=6696784)
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223 train 8.116126 (lr=7.8322e-05) (hash(x)=5323032)
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224 train 7.992850 (lr=7.8671e-05) (hash(x)=5372100)
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225 train 8.009519 (lr=7.9021e-05) (hash(x)=5125339)
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226 train 7.958435 (lr=7.9371e-05) (hash(x)=5664463)
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227 train 7.962347 (lr=7.9720e-05) (hash(x)=7363286)
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228 train 8.321622 (lr=8.0070e-05) (hash(x)=7444468)
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229 train 8.161204 (lr=8.0420e-05) (hash(x)=7670050)
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230 train 8.074509 (lr=8.0769e-05) (hash(x)=8189420)
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231 train 7.987268 (lr=8.1119e-05) (hash(x)=5616075)
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232 train 8.002240 (lr=8.1469e-05) (hash(x)=6360924)
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233 train 8.146235 (lr=8.1818e-05) (hash(x)=6593764)
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234 train 8.280091 (lr=8.2168e-05) (hash(x)=6764377)
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235 train 7.952452 (lr=8.2517e-05) (hash(x)=5672608)
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236 train 7.871394 (lr=8.2867e-05) (hash(x)=6985256)
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237 train 8.116099 (lr=8.3217e-05) (hash(x)=6828653)
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238 train 7.915079 (lr=8.3566e-05) (hash(x)=5199845)
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239 train 8.002543 (lr=8.3916e-05) (hash(x)=6839867)
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240 train 8.115566 (lr=8.4266e-05) (hash(x)=6928712)
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241 train 7.993395 (lr=8.4615e-05) (hash(x)=8426992)
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242 train 7.981725 (lr=8.4965e-05) (hash(x)=5330355)
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243 train 7.560278 (lr=8.5315e-05) (hash(x)=4916928)
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244 train 7.947277 (lr=8.5664e-05) (hash(x)=7287928)
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245 train 7.976170 (lr=8.6014e-05) (hash(x)=6484050)
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246 train 8.020281 (lr=8.6364e-05) (hash(x)=5062850)
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247 train 8.033268 (lr=8.6713e-05) (hash(x)=8353379)
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248 train 7.921080 (lr=8.7063e-05) (hash(x)=6805358)
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| 261 |
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249 train 7.926918 (lr=8.7413e-05) (hash(x)=6552510)
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| 262 |
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250 val loss 7.9394
|
| 263 |
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250 val perplexity 2805.7080
|
| 264 |
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250 train 7.947418 (lr=8.7762e-05) (hash(x)=5105545)
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| 265 |
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251 train 7.907321 (lr=8.8112e-05) (hash(x)=4838871)
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252 train 8.009884 (lr=8.8462e-05) (hash(x)=5945286)
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253 train 7.340507 (lr=8.8811e-05) (hash(x)=3021697)
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254 train 7.757444 (lr=8.9161e-05) (hash(x)=6443070)
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255 train 7.844752 (lr=8.9510e-05) (hash(x)=6795665)
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| 270 |
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256 train 7.989934 (lr=8.9860e-05) (hash(x)=7683068)
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| 271 |
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257 train 7.620282 (lr=9.0210e-05) (hash(x)=5486935)
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| 272 |
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258 train 7.923187 (lr=9.0559e-05) (hash(x)=6115232)
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259 train 8.029565 (lr=9.0909e-05) (hash(x)=6678038)
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260 train 7.989561 (lr=9.1259e-05) (hash(x)=5747629)
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261 train 7.993327 (lr=9.1608e-05) (hash(x)=6657714)
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262 train 7.854912 (lr=9.1958e-05) (hash(x)=6190642)
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263 train 7.960157 (lr=9.2308e-05) (hash(x)=6112215)
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264 train 7.854783 (lr=9.2657e-05) (hash(x)=7314989)
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265 train 7.983354 (lr=9.3007e-05) (hash(x)=8353143)
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266 train 7.972321 (lr=9.3357e-05) (hash(x)=5912570)
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267 train 7.889248 (lr=9.3706e-05) (hash(x)=5915361)
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268 train 7.711596 (lr=9.4056e-05) (hash(x)=6369494)
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269 train 7.941582 (lr=9.4406e-05) (hash(x)=6254885)
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270 train 7.836363 (lr=9.4755e-05) (hash(x)=5425120)
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271 train 7.861965 (lr=9.5105e-05) (hash(x)=5771588)
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272 train 7.842351 (lr=9.5455e-05) (hash(x)=6763967)
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273 train 7.791145 (lr=9.5804e-05) (hash(x)=5561507)
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274 train 7.744189 (lr=9.6154e-05) (hash(x)=7081151)
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275 train 7.823861 (lr=9.6503e-05) (hash(x)=5688829)
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276 train 7.779854 (lr=9.6853e-05) (hash(x)=7821554)
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277 train 7.712911 (lr=9.7203e-05) (hash(x)=5371951)
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278 train 7.826582 (lr=9.7552e-05) (hash(x)=8120149)
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279 train 7.947105 (lr=9.7902e-05) (hash(x)=5443305)
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280 train 7.755939 (lr=9.8252e-05) (hash(x)=7066030)
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281 train 8.032635 (lr=9.8601e-05) (hash(x)=5016757)
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282 train 7.887743 (lr=9.8951e-05) (hash(x)=6296163)
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283 train 7.889939 (lr=9.9301e-05) (hash(x)=6901933)
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284 train 7.784420 (lr=9.9650e-05) (hash(x)=8056633)
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| 299 |
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285 train 7.900005 (lr=1.0000e-04) (hash(x)=6019085)
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| 300 |
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286 train 7.718867 (lr=1.0000e-04) (hash(x)=7003893)
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287 train 7.687271 (lr=1.0000e-04) (hash(x)=4294425)
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288 train 7.707568 (lr=9.9998e-05) (hash(x)=6568540)
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289 train 7.890723 (lr=9.9996e-05) (hash(x)=6095229)
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290 train 7.826421 (lr=9.9993e-05) (hash(x)=5512150)
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291 train 7.442386 (lr=9.9989e-05) (hash(x)=4363941)
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292 train 7.733924 (lr=9.9984e-05) (hash(x)=6457783)
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293 train 7.695461 (lr=9.9979e-05) (hash(x)=4693798)
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294 train 8.200798 (lr=9.9972e-05) (hash(x)=8759806)
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295 train 8.214126 (lr=9.9965e-05) (hash(x)=5486335)
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296 train 7.879014 (lr=9.9956e-05) (hash(x)=6964993)
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297 train 8.163002 (lr=9.9947e-05) (hash(x)=7907450)
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298 train 7.910578 (lr=9.9937e-05) (hash(x)=5236642)
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| 313 |
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299 train 7.843867 (lr=9.9926e-05) (hash(x)=7295165)
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| 314 |
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300 val loss 7.7771
|
| 315 |
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300 val perplexity 2385.2905
|
| 316 |
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300 train 7.780232 (lr=9.9915e-05) (hash(x)=4913602)
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301 train 7.839532 (lr=9.9902e-05) (hash(x)=6814026)
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302 train 7.930420 (lr=9.9889e-05) (hash(x)=7042051)
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303 train 7.842582 (lr=9.9874e-05) (hash(x)=6267424)
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304 train 7.889661 (lr=9.9859e-05) (hash(x)=5614727)
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305 train 7.856449 (lr=9.9843e-05) (hash(x)=8086437)
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306 train 7.962467 (lr=9.9826e-05) (hash(x)=5900143)
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307 train 7.881742 (lr=9.9808e-05) (hash(x)=5270452)
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308 train 7.833651 (lr=9.9789e-05) (hash(x)=8617707)
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309 train 7.694805 (lr=9.9770e-05) (hash(x)=6420820)
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310 train 7.576705 (lr=9.9749e-05) (hash(x)=6215930)
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311 train 7.764153 (lr=9.9728e-05) (hash(x)=6305297)
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312 train 7.990970 (lr=9.9706e-05) (hash(x)=4026682)
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313 train 7.688000 (lr=9.9683e-05) (hash(x)=7889849)
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314 train 7.930256 (lr=9.9659e-05) (hash(x)=6141721)
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315 train 8.413348 (lr=9.9634e-05) (hash(x)=6040077)
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316 train 8.392202 (lr=9.9609e-05) (hash(x)=6155449)
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317 train 7.945762 (lr=9.9582e-05) (hash(x)=5652497)
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318 train 7.841300 (lr=9.9555e-05) (hash(x)=6961314)
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319 train 7.693284 (lr=9.9526e-05) (hash(x)=7130251)
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320 train 7.557432 (lr=9.9497e-05) (hash(x)=5927461)
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321 train 7.720663 (lr=9.9467e-05) (hash(x)=6610177)
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322 train 7.783356 (lr=9.9437e-05) (hash(x)=7277580)
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323 train 7.602861 (lr=9.9405e-05) (hash(x)=6508350)
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324 train 7.889494 (lr=9.9372e-05) (hash(x)=6536034)
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325 train 7.795445 (lr=9.9339e-05) (hash(x)=6994983)
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326 train 7.807154 (lr=9.9305e-05) (hash(x)=8700721)
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327 train 7.756165 (lr=9.9270e-05) (hash(x)=5859576)
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328 train 7.351646 (lr=9.9234e-05) (hash(x)=5264962)
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329 train 7.362898 (lr=9.9197e-05) (hash(x)=5487065)
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330 train 7.498593 (lr=9.9159e-05) (hash(x)=5731624)
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331 train 7.631650 (lr=9.9121e-05) (hash(x)=4892065)
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332 train 7.528642 (lr=9.9081e-05) (hash(x)=5489496)
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333 train 7.415709 (lr=9.9041e-05) (hash(x)=4933674)
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334 train 7.677978 (lr=9.9000e-05) (hash(x)=7021003)
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335 train 7.832438 (lr=9.8958e-05) (hash(x)=7317289)
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336 train 7.859572 (lr=9.8915e-05) (hash(x)=7869305)
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337 train 7.820935 (lr=9.8872e-05) (hash(x)=6811522)
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338 train 7.731375 (lr=9.8827e-05) (hash(x)=6601423)
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339 train 7.629858 (lr=9.8782e-05) (hash(x)=5510218)
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340 train 7.958024 (lr=9.8736e-05) (hash(x)=7180298)
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341 train 7.718833 (lr=9.8689e-05) (hash(x)=7304235)
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342 train 7.887617 (lr=9.8641e-05) (hash(x)=8111920)
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343 train 8.112843 (lr=9.8592e-05) (hash(x)=6752265)
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344 train 7.617948 (lr=9.8543e-05) (hash(x)=6788720)
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| 361 |
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345 train 7.728952 (lr=9.8492e-05) (hash(x)=5994476)
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| 362 |
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346 train 7.594692 (lr=9.8441e-05) (hash(x)=5862533)
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| 363 |
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347 train 7.700786 (lr=9.8389e-05) (hash(x)=6530867)
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| 364 |
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348 train 7.701354 (lr=9.8336e-05) (hash(x)=5914734)
|
| 365 |
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349 train 7.800994 (lr=9.8282e-05) (hash(x)=5746260)
|
| 366 |
+
350 val loss 7.7044
|
| 367 |
+
350 val perplexity 2217.9963
|
| 368 |
+
350 train 7.708432 (lr=9.8228e-05) (hash(x)=6856097)
|
| 369 |
+
351 train 7.698062 (lr=9.8172e-05) (hash(x)=5790078)
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| 370 |
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352 train 7.829632 (lr=9.8116e-05) (hash(x)=5805002)
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| 371 |
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353 train 7.626110 (lr=9.8059e-05) (hash(x)=6430135)
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| 372 |
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354 train 7.624830 (lr=9.8001e-05) (hash(x)=6156715)
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| 373 |
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355 train 7.945642 (lr=9.7942e-05) (hash(x)=7614023)
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| 374 |
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356 train 7.858819 (lr=9.7882e-05) (hash(x)=4861744)
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| 375 |
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357 train 7.688467 (lr=9.7822e-05) (hash(x)=5244861)
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| 376 |
+
358 train 7.739106 (lr=9.7761e-05) (hash(x)=7163697)
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| 377 |
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359 train 7.775827 (lr=9.7699e-05) (hash(x)=5245146)
|
| 378 |
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360 train 7.632038 (lr=9.7636e-05) (hash(x)=6153866)
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| 379 |
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361 train 7.681840 (lr=9.7572e-05) (hash(x)=6415565)
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| 380 |
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362 train 7.951396 (lr=9.7507e-05) (hash(x)=7835853)
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| 381 |
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363 train 7.465362 (lr=9.7442e-05) (hash(x)=5786972)
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| 382 |
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364 train 7.806993 (lr=9.7376e-05) (hash(x)=6733560)
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| 383 |
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365 train 7.683011 (lr=9.7309e-05) (hash(x)=6131703)
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| 384 |
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366 train 7.541628 (lr=9.7241e-05) (hash(x)=6001331)
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| 385 |
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367 train 7.989435 (lr=9.7172e-05) (hash(x)=6346459)
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| 386 |
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368 train 7.824390 (lr=9.7103e-05) (hash(x)=8943770)
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| 387 |
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369 train 7.774294 (lr=9.7032e-05) (hash(x)=6504131)
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| 388 |
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370 train 7.724070 (lr=9.6961e-05) (hash(x)=5869339)
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| 389 |
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371 train 7.809279 (lr=9.6889e-05) (hash(x)=5209234)
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372 train 7.660731 (lr=9.6817e-05) (hash(x)=7678937)
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373 train 7.710608 (lr=9.6743e-05) (hash(x)=6163272)
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374 train 7.712218 (lr=9.6669e-05) (hash(x)=5774172)
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| 393 |
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375 train 7.669598 (lr=9.6593e-05) (hash(x)=5676768)
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| 394 |
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376 train 7.349015 (lr=9.6518e-05) (hash(x)=6443895)
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| 395 |
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377 train 8.201034 (lr=9.6441e-05) (hash(x)=6090561)
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378 train 7.812503 (lr=9.6363e-05) (hash(x)=7788628)
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379 train 7.969537 (lr=9.6285e-05) (hash(x)=5863092)
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| 398 |
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380 train 7.729538 (lr=9.6206e-05) (hash(x)=7141354)
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| 399 |
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381 train 7.901978 (lr=9.6126e-05) (hash(x)=7201312)
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| 400 |
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382 train 7.867665 (lr=9.6045e-05) (hash(x)=6414278)
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| 401 |
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383 train 7.927705 (lr=9.5963e-05) (hash(x)=7019489)
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| 402 |
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384 train 7.662621 (lr=9.5881e-05) (hash(x)=7914626)
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| 403 |
+
385 train 7.661434 (lr=9.5798e-05) (hash(x)=6225608)
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| 404 |
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386 train 7.760068 (lr=9.5714e-05) (hash(x)=5998078)
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| 405 |
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387 train 7.716781 (lr=9.5629e-05) (hash(x)=5483019)
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| 406 |
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388 train 7.565473 (lr=9.5544e-05) (hash(x)=5911642)
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| 407 |
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389 train 7.813452 (lr=9.5457e-05) (hash(x)=5903258)
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| 408 |
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390 train 7.816289 (lr=9.5370e-05) (hash(x)=5632006)
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| 409 |
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391 train 7.662690 (lr=9.5282e-05) (hash(x)=5968716)
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| 410 |
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392 train 7.743196 (lr=9.5194e-05) (hash(x)=6401968)
|
| 411 |
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393 train 7.696720 (lr=9.5104e-05) (hash(x)=5778017)
|
| 412 |
+
394 train 7.284863 (lr=9.5014e-05) (hash(x)=5772567)
|
| 413 |
+
395 train 7.642454 (lr=9.4923e-05) (hash(x)=7780194)
|
| 414 |
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396 train 7.714479 (lr=9.4831e-05) (hash(x)=6424771)
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| 415 |
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397 train 7.598411 (lr=9.4739e-05) (hash(x)=6140998)
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| 416 |
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398 train 7.581070 (lr=9.4646e-05) (hash(x)=7859566)
|
| 417 |
+
399 train 7.713297 (lr=9.4551e-05) (hash(x)=3784321)
|
| 418 |
+
400 val loss 7.6699
|
| 419 |
+
400 val perplexity 2142.7986
|
| 420 |
+
400 train 7.599418 (lr=9.4457e-05) (hash(x)=5557891)
|
| 421 |
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401 train 7.730908 (lr=9.4361e-05) (hash(x)=5860821)
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| 422 |
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402 train 7.726912 (lr=9.4265e-05) (hash(x)=5674826)
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| 423 |
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403 train 7.704773 (lr=9.4168e-05) (hash(x)=7774109)
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| 424 |
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404 train 7.735427 (lr=9.4070e-05) (hash(x)=5466449)
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| 425 |
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405 train 8.021085 (lr=9.3971e-05) (hash(x)=7997664)
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| 426 |
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406 train 7.918145 (lr=9.3872e-05) (hash(x)=7006517)
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| 427 |
+
407 train 7.796578 (lr=9.3772e-05) (hash(x)=6576749)
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| 428 |
+
408 train 7.672090 (lr=9.3671e-05) (hash(x)=6896198)
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| 429 |
+
409 train 7.881176 (lr=9.3569e-05) (hash(x)=7266655)
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| 430 |
+
410 train 7.674552 (lr=9.3467e-05) (hash(x)=5696696)
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| 431 |
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411 train 7.788144 (lr=9.3364e-05) (hash(x)=7072404)
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| 432 |
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412 train 7.625633 (lr=9.3260e-05) (hash(x)=6590657)
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| 433 |
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413 train 7.678952 (lr=9.3155e-05) (hash(x)=6626459)
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| 434 |
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414 train 7.733379 (lr=9.3050e-05) (hash(x)=5644977)
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| 435 |
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415 train 7.630622 (lr=9.2944e-05) (hash(x)=6556025)
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| 436 |
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416 train 7.834709 (lr=9.2837e-05) (hash(x)=6407492)
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| 437 |
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417 train 7.597487 (lr=9.2729e-05) (hash(x)=5942129)
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| 438 |
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418 train 7.691179 (lr=9.2621e-05) (hash(x)=6012163)
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| 439 |
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419 train 7.934721 (lr=9.2512e-05) (hash(x)=7325027)
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| 440 |
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420 train 7.861867 (lr=9.2402e-05) (hash(x)=4425520)
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421 train 7.736204 (lr=9.2292e-05) (hash(x)=7322467)
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422 train 7.683742 (lr=9.2181e-05) (hash(x)=7482800)
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423 train 7.769143 (lr=9.2069e-05) (hash(x)=6373412)
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424 train 7.429379 (lr=9.1956e-05) (hash(x)=6981426)
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425 train 7.612888 (lr=9.1843e-05) (hash(x)=7332255)
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| 446 |
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426 train 7.804729 (lr=9.1729e-05) (hash(x)=5930894)
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| 447 |
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427 train 7.813303 (lr=9.1614e-05) (hash(x)=5262868)
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| 448 |
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428 train 7.553454 (lr=9.1499e-05) (hash(x)=5585769)
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| 449 |
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429 train 7.464406 (lr=9.1382e-05) (hash(x)=5688247)
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| 450 |
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430 train 7.767093 (lr=9.1266e-05) (hash(x)=7462079)
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| 451 |
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431 train 7.604372 (lr=9.1148e-05) (hash(x)=8055563)
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432 train 7.691264 (lr=9.1030e-05) (hash(x)=6221701)
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| 453 |
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433 train 7.702159 (lr=9.0911e-05) (hash(x)=5352405)
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434 train 7.754059 (lr=9.0791e-05) (hash(x)=6730666)
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435 train 7.766275 (lr=9.0671e-05) (hash(x)=5932790)
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| 456 |
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436 train 7.800768 (lr=9.0550e-05) (hash(x)=6223114)
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| 457 |
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437 train 7.628172 (lr=9.0428e-05) (hash(x)=6249312)
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| 458 |
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438 train 7.776098 (lr=9.0306e-05) (hash(x)=7242827)
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| 459 |
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439 train 7.543546 (lr=9.0182e-05) (hash(x)=5680154)
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| 460 |
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440 train 7.795954 (lr=9.0059e-05) (hash(x)=6332332)
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441 train 7.731644 (lr=8.9934e-05) (hash(x)=8156280)
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| 462 |
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442 train 7.718644 (lr=8.9809e-05) (hash(x)=6659781)
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| 463 |
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443 train 7.692819 (lr=8.9683e-05) (hash(x)=5914217)
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| 464 |
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444 train 7.604506 (lr=8.9557e-05) (hash(x)=6714110)
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| 465 |
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445 train 7.530135 (lr=8.9430e-05) (hash(x)=7120215)
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| 466 |
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446 train 7.770674 (lr=8.9302e-05) (hash(x)=6593413)
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| 467 |
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447 train 7.710507 (lr=8.9173e-05) (hash(x)=6424128)
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| 468 |
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448 train 7.525712 (lr=8.9044e-05) (hash(x)=5903043)
|
| 469 |
+
449 train 7.437259 (lr=8.8914e-05) (hash(x)=4390027)
|
| 470 |
+
450 val loss 7.6538
|
| 471 |
+
450 val perplexity 2108.5488
|
| 472 |
+
450 train 7.666108 (lr=8.8784e-05) (hash(x)=6945760)
|
| 473 |
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451 train 7.721063 (lr=8.8653e-05) (hash(x)=7804089)
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| 474 |
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452 train 7.779444 (lr=8.8521e-05) (hash(x)=6273417)
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| 475 |
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453 train 7.831733 (lr=8.8388e-05) (hash(x)=7130267)
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| 476 |
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454 train 7.636298 (lr=8.8255e-05) (hash(x)=6140697)
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| 477 |
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455 train 7.566982 (lr=8.8122e-05) (hash(x)=6490149)
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| 478 |
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456 train 7.453558 (lr=8.7987e-05) (hash(x)=4847733)
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| 479 |
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457 train 7.814668 (lr=8.7852e-05) (hash(x)=9276378)
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| 480 |
+
458 train 7.584894 (lr=8.7717e-05) (hash(x)=7082053)
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| 481 |
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459 train 7.739535 (lr=8.7580e-05) (hash(x)=6283540)
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| 482 |
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460 train 7.581912 (lr=8.7444e-05) (hash(x)=5200956)
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| 483 |
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461 train 7.716771 (lr=8.7306e-05) (hash(x)=5781680)
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| 484 |
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462 train 7.701544 (lr=8.7168e-05) (hash(x)=8652907)
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| 485 |
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463 train 7.488564 (lr=8.7029e-05) (hash(x)=5728337)
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| 486 |
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464 train 7.597054 (lr=8.6890e-05) (hash(x)=5832401)
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| 487 |
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465 train 7.557499 (lr=8.6750e-05) (hash(x)=6278202)
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| 488 |
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466 train 7.686906 (lr=8.6609e-05) (hash(x)=7403868)
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| 489 |
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467 train 7.689198 (lr=8.6468e-05) (hash(x)=7400272)
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| 490 |
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468 train 7.656137 (lr=8.6326e-05) (hash(x)=5943413)
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| 491 |
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469 train 7.662551 (lr=8.6184e-05) (hash(x)=5795128)
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| 492 |
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470 train 7.689536 (lr=8.6041e-05) (hash(x)=5519980)
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| 493 |
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471 train 7.564383 (lr=8.5897e-05) (hash(x)=6473432)
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| 494 |
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472 train 7.585644 (lr=8.5753e-05) (hash(x)=5484669)
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473 train 7.686556 (lr=8.5608e-05) (hash(x)=5201502)
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474 train 7.767343 (lr=8.5462e-05) (hash(x)=7227057)
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475 train 7.912324 (lr=8.5316e-05) (hash(x)=6922646)
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476 train 7.503634 (lr=8.5170e-05) (hash(x)=6056673)
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477 train 7.645999 (lr=8.5022e-05) (hash(x)=5484641)
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478 train 7.756403 (lr=8.4875e-05) (hash(x)=7100865)
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479 train 7.513305 (lr=8.4726e-05) (hash(x)=7277141)
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480 train 7.594075 (lr=8.4577e-05) (hash(x)=6407603)
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| 503 |
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481 train 7.696346 (lr=8.4428e-05) (hash(x)=5604614)
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| 504 |
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482 train 7.704046 (lr=8.4278e-05) (hash(x)=6200612)
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483 train 7.708209 (lr=8.4127e-05) (hash(x)=7443124)
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484 train 7.666949 (lr=8.3976e-05) (hash(x)=6728764)
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| 507 |
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485 train 7.768128 (lr=8.3824e-05) (hash(x)=5601968)
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| 508 |
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486 train 7.527875 (lr=8.3672e-05) (hash(x)=6877761)
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| 509 |
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487 train 7.716736 (lr=8.3519e-05) (hash(x)=5632735)
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| 510 |
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488 train 7.713551 (lr=8.3366e-05) (hash(x)=5658845)
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| 511 |
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489 train 7.498044 (lr=8.3212e-05) (hash(x)=5594810)
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| 512 |
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490 train 7.268214 (lr=8.3057e-05) (hash(x)=4738523)
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| 513 |
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491 train 7.632048 (lr=8.2902e-05) (hash(x)=5881015)
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492 train 7.617334 (lr=8.2746e-05) (hash(x)=5263325)
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| 515 |
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493 train 7.590922 (lr=8.2590e-05) (hash(x)=6865361)
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| 516 |
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494 train 7.765965 (lr=8.2434e-05) (hash(x)=5644619)
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| 517 |
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495 train 7.622214 (lr=8.2276e-05) (hash(x)=5809411)
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| 518 |
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496 train 7.667578 (lr=8.2119e-05) (hash(x)=7044374)
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| 519 |
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497 train 7.711046 (lr=8.1960e-05) (hash(x)=6293025)
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| 520 |
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498 train 7.657429 (lr=8.1801e-05) (hash(x)=5189023)
|
| 521 |
+
499 train 7.577607 (lr=8.1642e-05) (hash(x)=7232964)
|
| 522 |
+
500 val loss 7.6342
|
| 523 |
+
500 val perplexity 2067.7461
|
| 524 |
+
500 train 7.604221 (lr=8.1482e-05) (hash(x)=5806257)
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| 525 |
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501 train 7.511958 (lr=8.1322e-05) (hash(x)=5646619)
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| 526 |
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502 train 7.674515 (lr=8.1161e-05) (hash(x)=6966594)
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| 527 |
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503 train 7.697623 (lr=8.1000e-05) (hash(x)=6171829)
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| 528 |
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504 train 7.621675 (lr=8.0838e-05) (hash(x)=5945953)
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| 529 |
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505 train 7.853555 (lr=8.0676e-05) (hash(x)=7787552)
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| 530 |
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506 train 7.767939 (lr=8.0513e-05) (hash(x)=7184332)
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| 531 |
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507 train 7.610711 (lr=8.0349e-05) (hash(x)=5884456)
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| 532 |
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508 train 7.731466 (lr=8.0186e-05) (hash(x)=6443281)
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| 533 |
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509 train 7.711513 (lr=8.0021e-05) (hash(x)=6752162)
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| 534 |
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510 train 7.697983 (lr=7.9856e-05) (hash(x)=7140204)
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| 535 |
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511 train 7.533455 (lr=7.9691e-05) (hash(x)=5077031)
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| 536 |
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512 train 7.783298 (lr=7.9525e-05) (hash(x)=6490444)
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| 537 |
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513 train 7.817858 (lr=7.9359e-05) (hash(x)=6883481)
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514 train 7.665957 (lr=7.9192e-05) (hash(x)=7381497)
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| 539 |
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515 train 7.700274 (lr=7.9025e-05) (hash(x)=6248895)
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| 540 |
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516 train 7.593194 (lr=7.8858e-05) (hash(x)=6655640)
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517 train 7.509380 (lr=7.8689e-05) (hash(x)=6636615)
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518 train 7.836347 (lr=7.8521e-05) (hash(x)=5452148)
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519 train 7.655565 (lr=7.8352e-05) (hash(x)=6918004)
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520 train 7.647577 (lr=7.8182e-05) (hash(x)=6547295)
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521 train 7.682449 (lr=7.8012e-05) (hash(x)=7302874)
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522 train 7.843414 (lr=7.7842e-05) (hash(x)=5637695)
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523 train 7.696862 (lr=7.7671e-05) (hash(x)=6482466)
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| 548 |
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524 train 7.644479 (lr=7.7500e-05) (hash(x)=7612126)
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525 train 7.585289 (lr=7.7328e-05) (hash(x)=7298317)
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526 train 7.735364 (lr=7.7156e-05) (hash(x)=5635777)
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527 train 7.586355 (lr=7.6984e-05) (hash(x)=6588573)
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528 train 7.776093 (lr=7.6811e-05) (hash(x)=6634173)
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529 train 7.548323 (lr=7.6637e-05) (hash(x)=6229630)
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530 train 7.830211 (lr=7.6463e-05) (hash(x)=6867600)
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531 train 7.612793 (lr=7.6289e-05) (hash(x)=6136939)
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532 train 7.463357 (lr=7.6115e-05) (hash(x)=6014704)
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533 train 7.484867 (lr=7.5940e-05) (hash(x)=6394645)
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| 558 |
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534 train 7.821832 (lr=7.5764e-05) (hash(x)=6548145)
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| 559 |
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535 train 7.612110 (lr=7.5588e-05) (hash(x)=7040157)
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536 train 7.786055 (lr=7.5412e-05) (hash(x)=5642718)
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537 train 7.720269 (lr=7.5235e-05) (hash(x)=7041858)
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538 train 7.673180 (lr=7.5058e-05) (hash(x)=6392891)
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| 563 |
+
539 train 7.687346 (lr=7.4881e-05) (hash(x)=6455595)
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| 564 |
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540 train 7.651456 (lr=7.4703e-05) (hash(x)=6245990)
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541 train 7.542789 (lr=7.4525e-05) (hash(x)=6480443)
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| 566 |
+
542 train 7.700452 (lr=7.4346e-05) (hash(x)=7680751)
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| 567 |
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543 train 7.809138 (lr=7.4167e-05) (hash(x)=4122983)
|
| 568 |
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544 train 7.525611 (lr=7.3988e-05) (hash(x)=5996900)
|
| 569 |
+
545 train 7.663051 (lr=7.3808e-05) (hash(x)=7672190)
|
| 570 |
+
546 train 7.552675 (lr=7.3628e-05) (hash(x)=8149488)
|
| 571 |
+
547 train 7.692812 (lr=7.3448e-05) (hash(x)=4724052)
|
| 572 |
+
548 train 7.614067 (lr=7.3267e-05) (hash(x)=6812761)
|
| 573 |
+
549 train 7.547799 (lr=7.3086e-05) (hash(x)=6654267)
|
| 574 |
+
550 val loss 7.5978
|
| 575 |
+
550 val perplexity 1993.7491
|
| 576 |
+
550 train 7.581007 (lr=7.2904e-05) (hash(x)=6756431)
|
| 577 |
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600 val loss 7.5828
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| 627 |
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600 val perplexity 1964.1759
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| 628 |
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618 train 7.610404 (lr=5.9940e-05) (hash(x)=6020418)
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619 train 7.458741 (lr=5.9743e-05) (hash(x)=5871698)
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620 train 7.486407 (lr=5.9546e-05) (hash(x)=6796897)
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628 train 7.476168 (lr=5.7968e-05) (hash(x)=6255315)
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630 train 7.581805 (lr=5.7573e-05) (hash(x)=6974405)
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640 train 7.546820 (lr=5.5594e-05) (hash(x)=5202673)
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646 train 7.817702 (lr=5.4406e-05) (hash(x)=6252013)
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| 677 |
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649 train 8.084683 (lr=5.3812e-05) (hash(x)=6850868)
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| 678 |
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650 val loss 7.5635
|
| 679 |
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650 val perplexity 1926.4976
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653 train 7.828826 (lr=5.3021e-05) (hash(x)=6717515)
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657 train 7.615901 (lr=5.2230e-05) (hash(x)=6897445)
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668 train 7.536976 (lr=5.0060e-05) (hash(x)=5177976)
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679 train 7.486138 (lr=4.7902e-05) (hash(x)=7806284)
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685 train 7.659680 (lr=4.6731e-05) (hash(x)=6619318)
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687 train 7.429915 (lr=4.6342e-05) (hash(x)=4656255)
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688 train 7.439491 (lr=4.6148e-05) (hash(x)=5788889)
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689 train 7.471800 (lr=4.5954e-05) (hash(x)=5546888)
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690 train 7.644482 (lr=4.5760e-05) (hash(x)=8072073)
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| 724 |
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695 train 7.602300 (lr=4.4794e-05) (hash(x)=6287524)
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696 train 7.478854 (lr=4.4601e-05) (hash(x)=4968095)
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697 train 7.919140 (lr=4.4408e-05) (hash(x)=6200049)
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| 729 |
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699 train 7.655171 (lr=4.4024e-05) (hash(x)=7895970)
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| 730 |
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700 val loss 7.5421
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| 731 |
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700 val perplexity 1885.8561
|
| 732 |
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| 734 |
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702 train 7.474664 (lr=4.3449e-05) (hash(x)=5156899)
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749 train 7.560277 (lr=3.4765e-05) (hash(x)=5490256)
|
| 782 |
+
750 val loss 7.5285
|
| 783 |
+
750 val perplexity 1860.3459
|
| 784 |
+
750 train 7.499443 (lr=3.4588e-05) (hash(x)=6918464)
|
| 785 |
+
751 train 7.474308 (lr=3.4412e-05) (hash(x)=7783160)
|
| 786 |
+
752 train 7.494863 (lr=3.4236e-05) (hash(x)=4910007)
|
| 787 |
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753 train 7.902472 (lr=3.4060e-05) (hash(x)=5608424)
|
| 788 |
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754 train 7.686212 (lr=3.3885e-05) (hash(x)=5176743)
|
| 789 |
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755 train 7.244814 (lr=3.3711e-05) (hash(x)=4867625)
|
| 790 |
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756 train 7.361460 (lr=3.3537e-05) (hash(x)=4859474)
|
| 791 |
+
757 train 7.342831 (lr=3.3363e-05) (hash(x)=4655472)
|
| 792 |
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758 train 7.362894 (lr=3.3189e-05) (hash(x)=4985126)
|
| 793 |
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759 train 7.486481 (lr=3.3016e-05) (hash(x)=6631123)
|
| 794 |
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760 train 7.258254 (lr=3.2844e-05) (hash(x)=3652957)
|
| 795 |
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761 train 6.904194 (lr=3.2672e-05) (hash(x)=5751990)
|
| 796 |
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762 train 7.301682 (lr=3.2500e-05) (hash(x)=6798916)
|
| 797 |
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763 train 7.527537 (lr=3.2329e-05) (hash(x)=6710965)
|
| 798 |
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764 train 7.436090 (lr=3.2158e-05) (hash(x)=5490166)
|
| 799 |
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765 train 7.301960 (lr=3.1988e-05) (hash(x)=5293800)
|
| 800 |
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766 train 7.307724 (lr=3.1818e-05) (hash(x)=5884835)
|
| 801 |
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767 train 7.490651 (lr=3.1648e-05) (hash(x)=6294657)
|
| 802 |
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768 train 7.662206 (lr=3.1479e-05) (hash(x)=7085154)
|
| 803 |
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769 train 7.454737 (lr=3.1311e-05) (hash(x)=6999538)
|
| 804 |
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770 train 7.626788 (lr=3.1142e-05) (hash(x)=5244581)
|
| 805 |
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771 train 7.457083 (lr=3.0975e-05) (hash(x)=5443606)
|
| 806 |
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772 train 7.585644 (lr=3.0808e-05) (hash(x)=7028408)
|
| 807 |
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773 train 7.454031 (lr=3.0641e-05) (hash(x)=5650401)
|
| 808 |
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774 train 7.538034 (lr=3.0475e-05) (hash(x)=6770125)
|
| 809 |
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775 train 7.506220 (lr=3.0309e-05) (hash(x)=7035770)
|
| 810 |
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776 train 7.360514 (lr=3.0144e-05) (hash(x)=6405982)
|
| 811 |
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777 train 7.576938 (lr=2.9979e-05) (hash(x)=6678271)
|
| 812 |
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778 train 7.474920 (lr=2.9814e-05) (hash(x)=6088760)
|
| 813 |
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779 train 7.878087 (lr=2.9651e-05) (hash(x)=4899541)
|
| 814 |
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780 train 7.381652 (lr=2.9487e-05) (hash(x)=5154342)
|
| 815 |
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781 train 7.450532 (lr=2.9324e-05) (hash(x)=5359260)
|
| 816 |
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782 train 7.276431 (lr=2.9162e-05) (hash(x)=5513509)
|
| 817 |
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783 train 7.547409 (lr=2.9000e-05) (hash(x)=6227120)
|
| 818 |
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784 train 7.462834 (lr=2.8839e-05) (hash(x)=5165184)
|
| 819 |
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785 train 7.525308 (lr=2.8678e-05) (hash(x)=6643916)
|
| 820 |
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786 train 7.538626 (lr=2.8518e-05) (hash(x)=7048323)
|
| 821 |
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787 train 7.549625 (lr=2.8358e-05) (hash(x)=5981648)
|
| 822 |
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788 train 7.409541 (lr=2.8199e-05) (hash(x)=4827872)
|
| 823 |
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789 train 7.600919 (lr=2.8040e-05) (hash(x)=6467540)
|
| 824 |
+
790 train 7.468550 (lr=2.7881e-05) (hash(x)=6542722)
|
| 825 |
+
791 train 7.412214 (lr=2.7724e-05) (hash(x)=5558993)
|
| 826 |
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792 train 7.625873 (lr=2.7566e-05) (hash(x)=5310679)
|
| 827 |
+
793 train 7.614507 (lr=2.7410e-05) (hash(x)=6698959)
|
| 828 |
+
794 train 7.320004 (lr=2.7254e-05) (hash(x)=6858783)
|
| 829 |
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795 train 7.536436 (lr=2.7098e-05) (hash(x)=7015671)
|
| 830 |
+
796 train 7.450267 (lr=2.6943e-05) (hash(x)=4483663)
|
| 831 |
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797 train 7.415480 (lr=2.6788e-05) (hash(x)=6800890)
|
| 832 |
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798 train 7.439596 (lr=2.6634e-05) (hash(x)=6730827)
|
| 833 |
+
799 train 7.770207 (lr=2.6481e-05) (hash(x)=5931234)
|
| 834 |
+
800 val loss 7.5067
|
| 835 |
+
800 val perplexity 1820.1267
|
| 836 |
+
800 train 7.566363 (lr=2.6328e-05) (hash(x)=4866660)
|
| 837 |
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801 train 7.511165 (lr=2.6176e-05) (hash(x)=3995070)
|
| 838 |
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802 train 7.588165 (lr=2.6024e-05) (hash(x)=4488617)
|
| 839 |
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803 train 7.374712 (lr=2.5873e-05) (hash(x)=4582159)
|
| 840 |
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804 train 7.550923 (lr=2.5722e-05) (hash(x)=5164570)
|
| 841 |
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805 train 7.630752 (lr=2.5572e-05) (hash(x)=7081906)
|
| 842 |
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806 train 7.414999 (lr=2.5423e-05) (hash(x)=5480570)
|
| 843 |
+
807 train 7.515975 (lr=2.5274e-05) (hash(x)=5029472)
|
| 844 |
+
808 train 7.503846 (lr=2.5125e-05) (hash(x)=8207798)
|
| 845 |
+
809 train 7.397047 (lr=2.4978e-05) (hash(x)=3946232)
|
| 846 |
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810 train 7.329582 (lr=2.4830e-05) (hash(x)=5652175)
|
| 847 |
+
811 train 7.418349 (lr=2.4684e-05) (hash(x)=5434102)
|
| 848 |
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812 train 8.598052 (lr=2.4538e-05) (hash(x)=6558885)
|
| 849 |
+
813 train 7.662760 (lr=2.4392e-05) (hash(x)=5340646)
|
| 850 |
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814 train 7.212672 (lr=2.4247e-05) (hash(x)=6403613)
|
| 851 |
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815 train 7.261681 (lr=2.4103e-05) (hash(x)=6810638)
|
| 852 |
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816 train 7.191861 (lr=2.3959e-05) (hash(x)=4382313)
|
| 853 |
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817 train 7.828535 (lr=2.3816e-05) (hash(x)=6768026)
|
| 854 |
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818 train 7.484043 (lr=2.3674e-05) (hash(x)=6423059)
|
| 855 |
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819 train 7.539890 (lr=2.3532e-05) (hash(x)=6521562)
|
| 856 |
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820 train 7.492550 (lr=2.3391e-05) (hash(x)=5653405)
|
| 857 |
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821 train 7.506424 (lr=2.3250e-05) (hash(x)=4429434)
|
| 858 |
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822 train 7.619540 (lr=2.3110e-05) (hash(x)=6885745)
|
| 859 |
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823 train 7.512046 (lr=2.2971e-05) (hash(x)=7226932)
|
| 860 |
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824 train 7.276736 (lr=2.2832e-05) (hash(x)=5371082)
|
| 861 |
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825 train 7.385677 (lr=2.2694e-05) (hash(x)=5065932)
|
| 862 |
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826 train 7.425768 (lr=2.2556e-05) (hash(x)=5384078)
|
| 863 |
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827 train 7.552860 (lr=2.2420e-05) (hash(x)=6957849)
|
| 864 |
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828 train 7.653790 (lr=2.2283e-05) (hash(x)=6049310)
|
| 865 |
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829 train 7.328592 (lr=2.2148e-05) (hash(x)=6431457)
|
| 866 |
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830 train 7.667130 (lr=2.2013e-05) (hash(x)=6479516)
|
| 867 |
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831 train 7.457409 (lr=2.1878e-05) (hash(x)=5334281)
|
| 868 |
+
832 train 7.389798 (lr=2.1745e-05) (hash(x)=6811166)
|
| 869 |
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833 train 7.769713 (lr=2.1612e-05) (hash(x)=5471747)
|
| 870 |
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834 train 7.652188 (lr=2.1479e-05) (hash(x)=6733641)
|
| 871 |
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835 train 7.665160 (lr=2.1347e-05) (hash(x)=5887983)
|
| 872 |
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836 train 7.673751 (lr=2.1216e-05) (hash(x)=5366857)
|
| 873 |
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837 train 7.466955 (lr=2.1086e-05) (hash(x)=5075909)
|
| 874 |
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838 train 7.351113 (lr=2.0956e-05) (hash(x)=4961569)
|
| 875 |
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839 train 7.391370 (lr=2.0827e-05) (hash(x)=6393576)
|
| 876 |
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840 train 7.511384 (lr=2.0698e-05) (hash(x)=5520210)
|
| 877 |
+
841 train 7.461373 (lr=2.0570e-05) (hash(x)=6608979)
|
| 878 |
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842 train 7.790101 (lr=2.0443e-05) (hash(x)=6223763)
|
| 879 |
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843 train 7.976683 (lr=2.0317e-05) (hash(x)=5057959)
|
| 880 |
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844 train 7.811944 (lr=2.0191e-05) (hash(x)=8268189)
|
| 881 |
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845 train 7.900192 (lr=2.0066e-05) (hash(x)=6414858)
|
| 882 |
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846 train 7.415768 (lr=1.9941e-05) (hash(x)=6468918)
|
| 883 |
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847 train 7.793662 (lr=1.9818e-05) (hash(x)=8595271)
|
| 884 |
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848 train 7.463602 (lr=1.9694e-05) (hash(x)=5833443)
|
| 885 |
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849 train 7.461945 (lr=1.9572e-05) (hash(x)=6500949)
|
| 886 |
+
850 val loss 7.4960
|
| 887 |
+
850 val perplexity 1800.8192
|
| 888 |
+
850 train 7.441362 (lr=1.9450e-05) (hash(x)=5866207)
|
| 889 |
+
851 train 7.809490 (lr=1.9329e-05) (hash(x)=8395167)
|
| 890 |
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852 train 7.822474 (lr=1.9209e-05) (hash(x)=8155803)
|
| 891 |
+
853 train 7.702494 (lr=1.9089e-05) (hash(x)=6288420)
|
| 892 |
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854 train 7.661083 (lr=1.8970e-05) (hash(x)=6770885)
|
| 893 |
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855 train 7.479127 (lr=1.8852e-05) (hash(x)=7634417)
|
| 894 |
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856 train 7.401660 (lr=1.8734e-05) (hash(x)=6102598)
|
| 895 |
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857 train 7.487947 (lr=1.8618e-05) (hash(x)=6795561)
|
| 896 |
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858 train 7.428987 (lr=1.8501e-05) (hash(x)=6178545)
|
| 897 |
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859 train 7.279370 (lr=1.8386e-05) (hash(x)=5257771)
|
| 898 |
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860 train 7.226755 (lr=1.8271e-05) (hash(x)=5794385)
|
| 899 |
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861 train 7.770595 (lr=1.8157e-05) (hash(x)=7506860)
|
| 900 |
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862 train 7.579564 (lr=1.8044e-05) (hash(x)=4617636)
|
| 901 |
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863 train 7.545092 (lr=1.7931e-05) (hash(x)=7674238)
|
| 902 |
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864 train 8.023362 (lr=1.7819e-05) (hash(x)=7502317)
|
| 903 |
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865 train 7.372228 (lr=1.7708e-05) (hash(x)=5353794)
|
| 904 |
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866 train 7.906255 (lr=1.7598e-05) (hash(x)=8474964)
|
| 905 |
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867 train 7.324858 (lr=1.7488e-05) (hash(x)=5300555)
|
| 906 |
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868 train 7.202689 (lr=1.7379e-05) (hash(x)=6638039)
|
| 907 |
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869 train 7.376221 (lr=1.7271e-05) (hash(x)=5564419)
|
| 908 |
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870 train 7.725939 (lr=1.7163e-05) (hash(x)=6466311)
|
| 909 |
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871 train 7.428892 (lr=1.7056e-05) (hash(x)=6066139)
|
| 910 |
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872 train 7.577918 (lr=1.6950e-05) (hash(x)=6790356)
|
| 911 |
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873 train 7.466569 (lr=1.6845e-05) (hash(x)=6863709)
|
| 912 |
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874 train 7.622839 (lr=1.6740e-05) (hash(x)=6872703)
|
| 913 |
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875 train 7.422786 (lr=1.6636e-05) (hash(x)=6688212)
|
| 914 |
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876 train 7.627353 (lr=1.6533e-05) (hash(x)=4838260)
|
| 915 |
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877 train 7.753117 (lr=1.6431e-05) (hash(x)=7095090)
|
| 916 |
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878 train 7.931962 (lr=1.6329e-05) (hash(x)=6775236)
|
| 917 |
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879 train 7.579637 (lr=1.6228e-05) (hash(x)=6642404)
|
| 918 |
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880 train 7.413118 (lr=1.6128e-05) (hash(x)=6365570)
|
| 919 |
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881 train 7.552148 (lr=1.6029e-05) (hash(x)=6539227)
|
| 920 |
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882 train 7.508293 (lr=1.5930e-05) (hash(x)=5854007)
|
| 921 |
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883 train 7.453975 (lr=1.5832e-05) (hash(x)=4961570)
|
| 922 |
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884 train 7.250690 (lr=1.5735e-05) (hash(x)=3961674)
|
| 923 |
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885 train 7.567011 (lr=1.5639e-05) (hash(x)=6606391)
|
| 924 |
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886 train 7.019990 (lr=1.5543e-05) (hash(x)=6179396)
|
| 925 |
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887 train 7.426561 (lr=1.5449e-05) (hash(x)=5105190)
|
| 926 |
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888 train 7.890964 (lr=1.5354e-05) (hash(x)=5970936)
|
| 927 |
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889 train 7.700416 (lr=1.5261e-05) (hash(x)=5695997)
|
| 928 |
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890 train 7.427362 (lr=1.5169e-05) (hash(x)=6171397)
|
| 929 |
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891 train 7.587002 (lr=1.5077e-05) (hash(x)=7155991)
|
| 930 |
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892 train 7.333276 (lr=1.4986e-05) (hash(x)=6739404)
|
| 931 |
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893 train 7.643411 (lr=1.4896e-05) (hash(x)=7249727)
|
| 932 |
+
894 train 7.569254 (lr=1.4806e-05) (hash(x)=6782303)
|
| 933 |
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895 train 7.370490 (lr=1.4718e-05) (hash(x)=5132972)
|
| 934 |
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896 train 7.566735 (lr=1.4630e-05) (hash(x)=5962092)
|
| 935 |
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897 train 7.343990 (lr=1.4543e-05) (hash(x)=5381802)
|
| 936 |
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898 train 7.379108 (lr=1.4456e-05) (hash(x)=6546040)
|
| 937 |
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899 train 7.614974 (lr=1.4371e-05) (hash(x)=6269946)
|
| 938 |
+
900 val loss 7.4845
|
| 939 |
+
900 val perplexity 1780.1853
|
| 940 |
+
900 train 7.518080 (lr=1.4286e-05) (hash(x)=5427088)
|
| 941 |
+
901 train 7.408569 (lr=1.4202e-05) (hash(x)=4976762)
|
| 942 |
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902 train 7.536988 (lr=1.4119e-05) (hash(x)=5758632)
|
| 943 |
+
903 train 7.545311 (lr=1.4037e-05) (hash(x)=5396133)
|
| 944 |
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904 train 7.586462 (lr=1.3955e-05) (hash(x)=6805706)
|
| 945 |
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905 train 7.417842 (lr=1.3874e-05) (hash(x)=6173473)
|
| 946 |
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906 train 7.614098 (lr=1.3794e-05) (hash(x)=6565677)
|
| 947 |
+
907 train 7.362490 (lr=1.3715e-05) (hash(x)=6394083)
|
| 948 |
+
908 train 7.521427 (lr=1.3637e-05) (hash(x)=6445589)
|
| 949 |
+
909 train 7.541846 (lr=1.3559e-05) (hash(x)=6436030)
|
| 950 |
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910 train 7.422109 (lr=1.3482e-05) (hash(x)=7220327)
|
| 951 |
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911 train 7.407835 (lr=1.3407e-05) (hash(x)=5237804)
|
| 952 |
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912 train 7.362480 (lr=1.3331e-05) (hash(x)=4906982)
|
| 953 |
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913 train 7.412511 (lr=1.3257e-05) (hash(x)=6540397)
|
| 954 |
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914 train 7.627008 (lr=1.3183e-05) (hash(x)=5799609)
|
| 955 |
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915 train 7.672608 (lr=1.3111e-05) (hash(x)=5216638)
|
| 956 |
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916 train 7.242054 (lr=1.3039e-05) (hash(x)=5646696)
|
| 957 |
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917 train 7.679734 (lr=1.2968e-05) (hash(x)=5750537)
|
| 958 |
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918 train 7.431813 (lr=1.2897e-05) (hash(x)=6625042)
|
| 959 |
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919 train 7.462953 (lr=1.2828e-05) (hash(x)=6735565)
|
| 960 |
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920 train 7.414454 (lr=1.2759e-05) (hash(x)=6600526)
|
| 961 |
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921 train 7.516166 (lr=1.2691e-05) (hash(x)=7297488)
|
| 962 |
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922 train 7.594961 (lr=1.2624e-05) (hash(x)=8039568)
|
| 963 |
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923 train 7.804259 (lr=1.2558e-05) (hash(x)=5983575)
|
| 964 |
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924 train 7.511978 (lr=1.2493e-05) (hash(x)=5322135)
|
| 965 |
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925 train 7.457790 (lr=1.2428e-05) (hash(x)=4808543)
|
| 966 |
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926 train 7.530905 (lr=1.2364e-05) (hash(x)=6387352)
|
| 967 |
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927 train 7.608785 (lr=1.2301e-05) (hash(x)=5831619)
|
| 968 |
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928 train 7.357819 (lr=1.2239e-05) (hash(x)=5418207)
|
| 969 |
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929 train 7.342892 (lr=1.2178e-05) (hash(x)=6280052)
|
| 970 |
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930 train 7.435105 (lr=1.2118e-05) (hash(x)=5668790)
|
| 971 |
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931 train 7.335024 (lr=1.2058e-05) (hash(x)=9109083)
|
| 972 |
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932 train 8.112984 (lr=1.1999e-05) (hash(x)=7957194)
|
| 973 |
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933 train 7.182177 (lr=1.1941e-05) (hash(x)=5848604)
|
| 974 |
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934 train 7.443889 (lr=1.1884e-05) (hash(x)=6466898)
|
| 975 |
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935 train 7.651526 (lr=1.1828e-05) (hash(x)=6912967)
|
| 976 |
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936 train 7.759449 (lr=1.1772e-05) (hash(x)=6802045)
|
| 977 |
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937 train 7.676170 (lr=1.1718e-05) (hash(x)=6615365)
|
| 978 |
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938 train 7.849210 (lr=1.1664e-05) (hash(x)=5956271)
|
| 979 |
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939 train 7.719796 (lr=1.1611e-05) (hash(x)=5965674)
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| 980 |
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940 train 7.558442 (lr=1.1559e-05) (hash(x)=5925388)
|
| 981 |
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941 train 7.711016 (lr=1.1508e-05) (hash(x)=6879965)
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| 982 |
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942 train 7.847147 (lr=1.1457e-05) (hash(x)=6850068)
|
| 983 |
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943 train 7.360738 (lr=1.1408e-05) (hash(x)=5822533)
|
| 984 |
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944 train 7.387764 (lr=1.1359e-05) (hash(x)=5175909)
|
| 985 |
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945 train 7.514094 (lr=1.1311e-05) (hash(x)=5794462)
|
| 986 |
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946 train 7.446325 (lr=1.1264e-05) (hash(x)=5451297)
|
| 987 |
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947 train 7.654750 (lr=1.1218e-05) (hash(x)=5268216)
|
| 988 |
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948 train 7.382711 (lr=1.1173e-05) (hash(x)=5828351)
|
| 989 |
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949 train 7.319025 (lr=1.1128e-05) (hash(x)=7058396)
|
| 990 |
+
950 val loss 7.4760
|
| 991 |
+
950 val perplexity 1765.1952
|
| 992 |
+
950 train 7.331544 (lr=1.1085e-05) (hash(x)=6202824)
|
| 993 |
+
951 train 7.615052 (lr=1.1042e-05) (hash(x)=6531900)
|
| 994 |
+
952 train 7.483186 (lr=1.1000e-05) (hash(x)=6989972)
|
| 995 |
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953 train 7.487875 (lr=1.0959e-05) (hash(x)=5878912)
|
| 996 |
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954 train 7.285697 (lr=1.0919e-05) (hash(x)=7862929)
|
| 997 |
+
955 train 7.305834 (lr=1.0879e-05) (hash(x)=5426499)
|
| 998 |
+
956 train 7.307633 (lr=1.0841e-05) (hash(x)=5926459)
|
| 999 |
+
957 train 7.739917 (lr=1.0803e-05) (hash(x)=8107004)
|
| 1000 |
+
958 train 8.225524 (lr=1.0766e-05) (hash(x)=8057219)
|
| 1001 |
+
959 train 8.225957 (lr=1.0730e-05) (hash(x)=7455372)
|
| 1002 |
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960 train 8.154076 (lr=1.0695e-05) (hash(x)=7083241)
|
| 1003 |
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961 train 8.191495 (lr=1.0661e-05) (hash(x)=7727959)
|
| 1004 |
+
962 train 8.145690 (lr=1.0628e-05) (hash(x)=8069628)
|
| 1005 |
+
963 train 8.165591 (lr=1.0595e-05) (hash(x)=8319119)
|
| 1006 |
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964 train 8.110381 (lr=1.0563e-05) (hash(x)=8080739)
|
| 1007 |
+
965 train 8.121663 (lr=1.0533e-05) (hash(x)=7581656)
|
| 1008 |
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966 train 8.160464 (lr=1.0503e-05) (hash(x)=7644116)
|
| 1009 |
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967 train 8.227348 (lr=1.0474e-05) (hash(x)=7592128)
|
| 1010 |
+
968 train 8.112431 (lr=1.0445e-05) (hash(x)=7555224)
|
| 1011 |
+
969 train 8.325616 (lr=1.0418e-05) (hash(x)=10506633)
|
| 1012 |
+
970 train 8.113401 (lr=1.0391e-05) (hash(x)=7171723)
|
| 1013 |
+
971 train 8.276295 (lr=1.0366e-05) (hash(x)=8704170)
|
| 1014 |
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972 train 8.171270 (lr=1.0341e-05) (hash(x)=6236578)
|
| 1015 |
+
973 train 7.578439 (lr=1.0317e-05) (hash(x)=7461138)
|
| 1016 |
+
974 train 7.582643 (lr=1.0294e-05) (hash(x)=6802094)
|
| 1017 |
+
975 train 7.687768 (lr=1.0272e-05) (hash(x)=7165037)
|
| 1018 |
+
976 train 7.962582 (lr=1.0251e-05) (hash(x)=7619348)
|
| 1019 |
+
977 train 7.602947 (lr=1.0230e-05) (hash(x)=4976998)
|
| 1020 |
+
978 train 7.525236 (lr=1.0211e-05) (hash(x)=7270148)
|
| 1021 |
+
979 train 7.372386 (lr=1.0192e-05) (hash(x)=7678000)
|
| 1022 |
+
980 train 7.524564 (lr=1.0174e-05) (hash(x)=5853099)
|
| 1023 |
+
981 train 7.466434 (lr=1.0157e-05) (hash(x)=6299409)
|
| 1024 |
+
982 train 7.458116 (lr=1.0141e-05) (hash(x)=5422994)
|
| 1025 |
+
983 train 7.372293 (lr=1.0126e-05) (hash(x)=7414788)
|
| 1026 |
+
984 train 7.663271 (lr=1.0111e-05) (hash(x)=5094219)
|
| 1027 |
+
985 train 7.358177 (lr=1.0098e-05) (hash(x)=5063061)
|
| 1028 |
+
986 train 7.395866 (lr=1.0085e-05) (hash(x)=5964965)
|
| 1029 |
+
987 train 7.520918 (lr=1.0074e-05) (hash(x)=7326216)
|
| 1030 |
+
988 train 7.642244 (lr=1.0063e-05) (hash(x)=7677783)
|
| 1031 |
+
989 train 7.547838 (lr=1.0053e-05) (hash(x)=7492012)
|
| 1032 |
+
990 train 7.513676 (lr=1.0044e-05) (hash(x)=5898822)
|
| 1033 |
+
991 train 7.609740 (lr=1.0035e-05) (hash(x)=5857162)
|
| 1034 |
+
992 train 7.313636 (lr=1.0028e-05) (hash(x)=5675101)
|
| 1035 |
+
993 train 7.396257 (lr=1.0021e-05) (hash(x)=6169001)
|
| 1036 |
+
994 train 7.530569 (lr=1.0016e-05) (hash(x)=6691027)
|
| 1037 |
+
995 train 10.939221 (lr=1.0011e-05) (hash(x)=14715669)
|
| 1038 |
+
996 train 12.059456 (lr=1.0007e-05) (hash(x)=14724033)
|
| 1039 |
+
997 train 12.056811 (lr=1.0004e-05) (hash(x)=18256706)
|
| 1040 |
+
998 train 12.625253 (lr=1.0002e-05) (hash(x)=16949966)
|
| 1041 |
+
999 val loss 7.4720
|
| 1042 |
+
999 val perplexity 1758.0585
|
| 1043 |
+
999 train 11.496600 (lr=1.0000e-05) (hash(x)=16950560)
|
lr1e-4_total_batch_size10240_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8776e353de6baec901709993a85b5f891aaefb9fb90780baa65e731832cd61fb
|
| 3 |
+
size 36163010
|
lr1e-4_total_batch_size10240_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8fb232713058bd3148b396999d7b89323f199d5feaa2084d5f03f7a11092b07a
|
| 3 |
+
size 70764358
|