Upload folder using huggingface_hub
Browse files- lr3e-3_total_batch_size40960_seq_len512/args.json +1 -0
- lr3e-3_total_batch_size40960_seq_len512/dataloader_00999.pt +3 -0
- lr3e-3_total_batch_size40960_seq_len512/log2.txt +1043 -0
- lr3e-3_total_batch_size40960_seq_len512/model_00999.pt +3 -0
- lr3e-3_total_batch_size40960_seq_len512/optimizer_00999.pt +3 -0
lr3e-3_total_batch_size40960_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr3e-3_total_batch_size40960_seq_len512", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 512, "batch_size": null, "total_batch_size": 40960, "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": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr3e-3_total_batch_size40960_seq_len512/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cec289292cf51a5462e2631af59109e64df3eca2d9e62e1fbd1c53a776a0f874
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size 964
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lr3e-3_total_batch_size40960_seq_len512/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7800
|
| 3 |
+
0 val perplexity 130608.6406
|
| 4 |
+
0 train 11.768598 (lr=1.0490e-05) (hash(x)=20782690)
|
| 5 |
+
1 train 11.754906 (lr=2.0979e-05) (hash(x)=23890908)
|
| 6 |
+
2 train 11.709332 (lr=3.1469e-05) (hash(x)=24611628)
|
| 7 |
+
3 train 11.621424 (lr=4.1958e-05) (hash(x)=25767553)
|
| 8 |
+
4 train 11.541439 (lr=5.2448e-05) (hash(x)=22512166)
|
| 9 |
+
5 train 11.429130 (lr=6.2937e-05) (hash(x)=24732833)
|
| 10 |
+
6 train 11.324894 (lr=7.3427e-05) (hash(x)=25129410)
|
| 11 |
+
7 train 11.179634 (lr=8.3916e-05) (hash(x)=26582391)
|
| 12 |
+
8 train 10.999023 (lr=9.4406e-05) (hash(x)=26472336)
|
| 13 |
+
9 train 10.859825 (lr=1.0490e-04) (hash(x)=27654289)
|
| 14 |
+
10 train 10.721365 (lr=1.1538e-04) (hash(x)=26559876)
|
| 15 |
+
11 train 10.603133 (lr=1.2587e-04) (hash(x)=21770329)
|
| 16 |
+
12 train 10.568665 (lr=1.3636e-04) (hash(x)=22723459)
|
| 17 |
+
13 train 10.471037 (lr=1.4685e-04) (hash(x)=30338342)
|
| 18 |
+
14 train 10.424945 (lr=1.5734e-04) (hash(x)=25678059)
|
| 19 |
+
15 train 10.330013 (lr=1.6783e-04) (hash(x)=26109335)
|
| 20 |
+
16 train 10.348676 (lr=1.7832e-04) (hash(x)=25044885)
|
| 21 |
+
17 train 10.365445 (lr=1.8881e-04) (hash(x)=28870690)
|
| 22 |
+
18 train 10.371346 (lr=1.9930e-04) (hash(x)=35279941)
|
| 23 |
+
19 train 10.256713 (lr=2.0979e-04) (hash(x)=25015923)
|
| 24 |
+
20 train 10.170407 (lr=2.2028e-04) (hash(x)=26740855)
|
| 25 |
+
21 train 10.084578 (lr=2.3077e-04) (hash(x)=22262151)
|
| 26 |
+
22 train 10.019298 (lr=2.4126e-04) (hash(x)=26621834)
|
| 27 |
+
23 train 9.997997 (lr=2.5175e-04) (hash(x)=23234741)
|
| 28 |
+
24 train 10.036499 (lr=2.6224e-04) (hash(x)=25470563)
|
| 29 |
+
25 train 9.930593 (lr=2.7273e-04) (hash(x)=21799102)
|
| 30 |
+
26 train 9.796321 (lr=2.8322e-04) (hash(x)=23275479)
|
| 31 |
+
27 train 9.795861 (lr=2.9371e-04) (hash(x)=22091862)
|
| 32 |
+
28 train 9.596811 (lr=3.0420e-04) (hash(x)=17430373)
|
| 33 |
+
29 train 9.448159 (lr=3.1469e-04) (hash(x)=22954861)
|
| 34 |
+
30 train 9.482758 (lr=3.2517e-04) (hash(x)=26671799)
|
| 35 |
+
31 train 9.340373 (lr=3.3566e-04) (hash(x)=26924723)
|
| 36 |
+
32 train 9.279879 (lr=3.4615e-04) (hash(x)=23557495)
|
| 37 |
+
33 train 9.005252 (lr=3.5664e-04) (hash(x)=27804380)
|
| 38 |
+
34 train 9.112953 (lr=3.6713e-04) (hash(x)=26654908)
|
| 39 |
+
35 train 8.931460 (lr=3.7762e-04) (hash(x)=23627518)
|
| 40 |
+
36 train 8.794367 (lr=3.8811e-04) (hash(x)=21889990)
|
| 41 |
+
37 train 8.792306 (lr=3.9860e-04) (hash(x)=22528001)
|
| 42 |
+
38 train 8.739619 (lr=4.0909e-04) (hash(x)=29248942)
|
| 43 |
+
39 train 8.548651 (lr=4.1958e-04) (hash(x)=25533417)
|
| 44 |
+
40 train 8.430010 (lr=4.3007e-04) (hash(x)=20612533)
|
| 45 |
+
41 train 8.336095 (lr=4.4056e-04) (hash(x)=24677740)
|
| 46 |
+
42 train 8.315884 (lr=4.5105e-04) (hash(x)=25347203)
|
| 47 |
+
43 train 8.299545 (lr=4.6154e-04) (hash(x)=28922363)
|
| 48 |
+
44 train 8.281492 (lr=4.7203e-04) (hash(x)=25631397)
|
| 49 |
+
45 train 8.178084 (lr=4.8252e-04) (hash(x)=26237983)
|
| 50 |
+
46 train 8.094031 (lr=4.9301e-04) (hash(x)=24742645)
|
| 51 |
+
47 train 8.107033 (lr=5.0350e-04) (hash(x)=26157660)
|
| 52 |
+
48 train 7.954978 (lr=5.1399e-04) (hash(x)=22582169)
|
| 53 |
+
49 train 7.947535 (lr=5.2448e-04) (hash(x)=26431960)
|
| 54 |
+
50 val loss 7.9593
|
| 55 |
+
50 val perplexity 2861.9529
|
| 56 |
+
50 train 8.005766 (lr=5.3497e-04) (hash(x)=25716176)
|
| 57 |
+
51 train 7.957718 (lr=5.4545e-04) (hash(x)=28019788)
|
| 58 |
+
52 train 7.904066 (lr=5.5594e-04) (hash(x)=20382963)
|
| 59 |
+
53 train 7.793106 (lr=5.6643e-04) (hash(x)=24489647)
|
| 60 |
+
54 train 7.822482 (lr=5.7692e-04) (hash(x)=25128502)
|
| 61 |
+
55 train 7.867463 (lr=5.8741e-04) (hash(x)=25231390)
|
| 62 |
+
56 train 7.688143 (lr=5.9790e-04) (hash(x)=22708977)
|
| 63 |
+
57 train 7.933190 (lr=6.0839e-04) (hash(x)=24364920)
|
| 64 |
+
58 train 7.918108 (lr=6.1888e-04) (hash(x)=24932925)
|
| 65 |
+
59 train 7.741066 (lr=6.2937e-04) (hash(x)=26913684)
|
| 66 |
+
60 train 7.691313 (lr=6.3986e-04) (hash(x)=18017792)
|
| 67 |
+
61 train 7.807190 (lr=6.5035e-04) (hash(x)=28613882)
|
| 68 |
+
62 train 7.746123 (lr=6.6084e-04) (hash(x)=22652243)
|
| 69 |
+
63 train 7.553226 (lr=6.7133e-04) (hash(x)=27194521)
|
| 70 |
+
64 train 7.740228 (lr=6.8182e-04) (hash(x)=24936836)
|
| 71 |
+
65 train 7.794434 (lr=6.9231e-04) (hash(x)=24765578)
|
| 72 |
+
66 train 7.809368 (lr=7.0280e-04) (hash(x)=23107416)
|
| 73 |
+
67 train 7.707591 (lr=7.1329e-04) (hash(x)=29314255)
|
| 74 |
+
68 train 7.668074 (lr=7.2378e-04) (hash(x)=24013079)
|
| 75 |
+
69 train 7.717449 (lr=7.3427e-04) (hash(x)=25322001)
|
| 76 |
+
70 train 7.794168 (lr=7.4476e-04) (hash(x)=26690440)
|
| 77 |
+
71 train 7.691620 (lr=7.5524e-04) (hash(x)=22598512)
|
| 78 |
+
72 train 7.615169 (lr=7.6573e-04) (hash(x)=18473911)
|
| 79 |
+
73 train 7.884169 (lr=7.7622e-04) (hash(x)=22322442)
|
| 80 |
+
74 train 7.876599 (lr=7.8671e-04) (hash(x)=26324153)
|
| 81 |
+
75 train 7.775492 (lr=7.9720e-04) (hash(x)=23446058)
|
| 82 |
+
76 train 7.847318 (lr=8.0769e-04) (hash(x)=24843741)
|
| 83 |
+
77 train 7.678906 (lr=8.1818e-04) (hash(x)=23197102)
|
| 84 |
+
78 train 7.984725 (lr=8.2867e-04) (hash(x)=23054940)
|
| 85 |
+
79 train 7.934973 (lr=8.3916e-04) (hash(x)=27140757)
|
| 86 |
+
80 train 7.633224 (lr=8.4965e-04) (hash(x)=25149419)
|
| 87 |
+
81 train 7.769537 (lr=8.6014e-04) (hash(x)=24727764)
|
| 88 |
+
82 train 7.442677 (lr=8.7063e-04) (hash(x)=21935931)
|
| 89 |
+
83 train 7.587365 (lr=8.8112e-04) (hash(x)=27606073)
|
| 90 |
+
84 train 7.730572 (lr=8.9161e-04) (hash(x)=22450341)
|
| 91 |
+
85 train 7.872334 (lr=9.0210e-04) (hash(x)=25945859)
|
| 92 |
+
86 train 7.705494 (lr=9.1259e-04) (hash(x)=21613707)
|
| 93 |
+
87 train 7.720841 (lr=9.2308e-04) (hash(x)=24396519)
|
| 94 |
+
88 train 7.731224 (lr=9.3357e-04) (hash(x)=29138828)
|
| 95 |
+
89 train 7.754342 (lr=9.4406e-04) (hash(x)=24685515)
|
| 96 |
+
90 train 7.683757 (lr=9.5455e-04) (hash(x)=22825749)
|
| 97 |
+
91 train 7.733871 (lr=9.6503e-04) (hash(x)=28767869)
|
| 98 |
+
92 train 7.759574 (lr=9.7552e-04) (hash(x)=21159060)
|
| 99 |
+
93 train 7.663857 (lr=9.8601e-04) (hash(x)=25045397)
|
| 100 |
+
94 train 7.812467 (lr=9.9650e-04) (hash(x)=25560928)
|
| 101 |
+
95 train 7.833717 (lr=1.0070e-03) (hash(x)=28959222)
|
| 102 |
+
96 train 7.715253 (lr=1.0175e-03) (hash(x)=21248405)
|
| 103 |
+
97 train 7.691627 (lr=1.0280e-03) (hash(x)=25830182)
|
| 104 |
+
98 train 7.552038 (lr=1.0385e-03) (hash(x)=25173113)
|
| 105 |
+
99 train 7.643596 (lr=1.0490e-03) (hash(x)=23486277)
|
| 106 |
+
100 val loss 7.6437
|
| 107 |
+
100 val perplexity 2087.4246
|
| 108 |
+
100 train 7.666860 (lr=1.0594e-03) (hash(x)=28916006)
|
| 109 |
+
101 train 7.850005 (lr=1.0699e-03) (hash(x)=25556929)
|
| 110 |
+
102 train 7.772370 (lr=1.0804e-03) (hash(x)=29648798)
|
| 111 |
+
103 train 7.695124 (lr=1.0909e-03) (hash(x)=24976217)
|
| 112 |
+
104 train 7.784911 (lr=1.1014e-03) (hash(x)=31019606)
|
| 113 |
+
105 train 7.804643 (lr=1.1119e-03) (hash(x)=28269421)
|
| 114 |
+
106 train 7.699863 (lr=1.1224e-03) (hash(x)=24865358)
|
| 115 |
+
107 train 7.625817 (lr=1.1329e-03) (hash(x)=26984272)
|
| 116 |
+
108 train 7.726004 (lr=1.1434e-03) (hash(x)=24544116)
|
| 117 |
+
109 train 7.690204 (lr=1.1538e-03) (hash(x)=22059850)
|
| 118 |
+
110 train 7.713831 (lr=1.1643e-03) (hash(x)=23926632)
|
| 119 |
+
111 train 7.643813 (lr=1.1748e-03) (hash(x)=27025333)
|
| 120 |
+
112 train 7.587278 (lr=1.1853e-03) (hash(x)=29120407)
|
| 121 |
+
113 train 7.730151 (lr=1.1958e-03) (hash(x)=23827393)
|
| 122 |
+
114 train 7.638643 (lr=1.2063e-03) (hash(x)=27230027)
|
| 123 |
+
115 train 7.595006 (lr=1.2168e-03) (hash(x)=24968260)
|
| 124 |
+
116 train 7.604590 (lr=1.2273e-03) (hash(x)=27544803)
|
| 125 |
+
117 train 7.604594 (lr=1.2378e-03) (hash(x)=26540663)
|
| 126 |
+
118 train 7.703282 (lr=1.2483e-03) (hash(x)=25856625)
|
| 127 |
+
119 train 7.574071 (lr=1.2587e-03) (hash(x)=23164356)
|
| 128 |
+
120 train 7.666543 (lr=1.2692e-03) (hash(x)=25646282)
|
| 129 |
+
121 train 7.662623 (lr=1.2797e-03) (hash(x)=23843233)
|
| 130 |
+
122 train 7.511415 (lr=1.2902e-03) (hash(x)=24506028)
|
| 131 |
+
123 train 7.601475 (lr=1.3007e-03) (hash(x)=22781277)
|
| 132 |
+
124 train 7.614566 (lr=1.3112e-03) (hash(x)=24948650)
|
| 133 |
+
125 train 7.586625 (lr=1.3217e-03) (hash(x)=26373991)
|
| 134 |
+
126 train 7.675754 (lr=1.3322e-03) (hash(x)=23402396)
|
| 135 |
+
127 train 7.655837 (lr=1.3427e-03) (hash(x)=21562133)
|
| 136 |
+
128 train 7.696960 (lr=1.3531e-03) (hash(x)=25009210)
|
| 137 |
+
129 train 7.620250 (lr=1.3636e-03) (hash(x)=27161811)
|
| 138 |
+
130 train 7.687163 (lr=1.3741e-03) (hash(x)=29515100)
|
| 139 |
+
131 train 7.602319 (lr=1.3846e-03) (hash(x)=25305929)
|
| 140 |
+
132 train 7.639222 (lr=1.3951e-03) (hash(x)=26808543)
|
| 141 |
+
133 train 7.534541 (lr=1.4056e-03) (hash(x)=25669509)
|
| 142 |
+
134 train 7.665064 (lr=1.4161e-03) (hash(x)=28435805)
|
| 143 |
+
135 train 7.627543 (lr=1.4266e-03) (hash(x)=26482758)
|
| 144 |
+
136 train 7.555047 (lr=1.4371e-03) (hash(x)=24929929)
|
| 145 |
+
137 train 7.545872 (lr=1.4476e-03) (hash(x)=25043037)
|
| 146 |
+
138 train 7.793445 (lr=1.4580e-03) (hash(x)=29151257)
|
| 147 |
+
139 train 7.527866 (lr=1.4685e-03) (hash(x)=26400365)
|
| 148 |
+
140 train 7.544953 (lr=1.4790e-03) (hash(x)=24098812)
|
| 149 |
+
141 train 7.550236 (lr=1.4895e-03) (hash(x)=20967666)
|
| 150 |
+
142 train 7.722590 (lr=1.5000e-03) (hash(x)=28667963)
|
| 151 |
+
143 train 7.682284 (lr=1.5105e-03) (hash(x)=27083417)
|
| 152 |
+
144 train 7.586846 (lr=1.5210e-03) (hash(x)=23649001)
|
| 153 |
+
145 train 7.675485 (lr=1.5315e-03) (hash(x)=31338300)
|
| 154 |
+
146 train 7.638890 (lr=1.5420e-03) (hash(x)=30603174)
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147 train 7.692130 (lr=1.5524e-03) (hash(x)=24830965)
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148 train 7.858856 (lr=1.5629e-03) (hash(x)=27269893)
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149 train 7.751105 (lr=1.5734e-03) (hash(x)=24825041)
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150 val loss 7.8137
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| 159 |
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150 val perplexity 2474.2771
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| 160 |
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150 train 7.783054 (lr=1.5839e-03) (hash(x)=22724871)
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151 train 7.743700 (lr=1.5944e-03) (hash(x)=24683717)
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152 train 7.889342 (lr=1.6049e-03) (hash(x)=26190337)
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153 train 7.886657 (lr=1.6154e-03) (hash(x)=23086289)
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154 train 7.936162 (lr=1.6259e-03) (hash(x)=23593875)
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155 train 7.817874 (lr=1.6364e-03) (hash(x)=22414190)
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156 train 7.906740 (lr=1.6469e-03) (hash(x)=26758114)
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157 train 7.854712 (lr=1.6573e-03) (hash(x)=21563184)
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158 train 7.909463 (lr=1.6678e-03) (hash(x)=19218470)
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159 train 7.960034 (lr=1.6783e-03) (hash(x)=25588469)
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160 train 7.916324 (lr=1.6888e-03) (hash(x)=30433767)
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161 train 7.991632 (lr=1.6993e-03) (hash(x)=17851621)
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162 train 8.030258 (lr=1.7098e-03) (hash(x)=25183690)
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163 train 8.061817 (lr=1.7203e-03) (hash(x)=27040642)
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164 train 7.805053 (lr=1.7308e-03) (hash(x)=22183303)
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165 train 8.140038 (lr=1.7413e-03) (hash(x)=27537063)
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166 train 7.807179 (lr=1.7517e-03) (hash(x)=19492832)
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167 train 7.801187 (lr=1.7622e-03) (hash(x)=25951629)
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168 train 7.838325 (lr=1.7727e-03) (hash(x)=22408682)
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169 train 7.774121 (lr=1.7832e-03) (hash(x)=27633457)
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170 train 7.751040 (lr=1.7937e-03) (hash(x)=27635080)
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171 train 7.760401 (lr=1.8042e-03) (hash(x)=22287596)
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172 train 7.855944 (lr=1.8147e-03) (hash(x)=35895440)
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173 train 7.783485 (lr=1.8252e-03) (hash(x)=25888847)
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174 train 7.827337 (lr=1.8357e-03) (hash(x)=26518800)
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175 train 7.793284 (lr=1.8462e-03) (hash(x)=37519283)
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176 train 7.953126 (lr=1.8566e-03) (hash(x)=25141945)
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177 train 7.973799 (lr=1.8671e-03) (hash(x)=28527939)
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178 train 7.778150 (lr=1.8776e-03) (hash(x)=21942471)
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179 train 7.805886 (lr=1.8881e-03) (hash(x)=24955630)
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180 train 7.790400 (lr=1.8986e-03) (hash(x)=25541230)
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181 train 7.664005 (lr=1.9091e-03) (hash(x)=23501481)
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182 train 7.670851 (lr=1.9196e-03) (hash(x)=22754988)
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183 train 7.572613 (lr=1.9301e-03) (hash(x)=23475070)
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184 train 7.726632 (lr=1.9406e-03) (hash(x)=23609959)
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185 train 7.630090 (lr=1.9510e-03) (hash(x)=23441847)
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187 train 7.737730 (lr=1.9720e-03) (hash(x)=26171093)
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188 train 7.771799 (lr=1.9825e-03) (hash(x)=20060838)
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189 train 7.672311 (lr=1.9930e-03) (hash(x)=25451055)
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190 train 7.593983 (lr=2.0035e-03) (hash(x)=24934792)
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191 train 7.648713 (lr=2.0140e-03) (hash(x)=25367597)
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192 train 7.762211 (lr=2.0245e-03) (hash(x)=25022148)
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193 train 7.717373 (lr=2.0350e-03) (hash(x)=25431365)
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194 train 7.761075 (lr=2.0455e-03) (hash(x)=29307788)
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195 train 7.646123 (lr=2.0559e-03) (hash(x)=25651929)
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196 train 7.724072 (lr=2.0664e-03) (hash(x)=26312387)
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197 train 7.683270 (lr=2.0769e-03) (hash(x)=23804913)
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198 train 7.724530 (lr=2.0874e-03) (hash(x)=26115519)
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199 train 7.700003 (lr=2.0979e-03) (hash(x)=23210747)
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| 210 |
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200 val loss 7.7089
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| 211 |
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200 val perplexity 2228.0920
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| 212 |
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200 train 7.641922 (lr=2.1084e-03) (hash(x)=18463712)
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201 train 7.682153 (lr=2.1189e-03) (hash(x)=23245699)
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202 train 7.610382 (lr=2.1294e-03) (hash(x)=21770300)
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203 train 7.865280 (lr=2.1399e-03) (hash(x)=25387532)
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204 train 7.675072 (lr=2.1503e-03) (hash(x)=27718703)
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205 train 7.731622 (lr=2.1608e-03) (hash(x)=27661052)
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206 train 7.607492 (lr=2.1713e-03) (hash(x)=26538928)
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207 train 7.701716 (lr=2.1818e-03) (hash(x)=21772654)
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208 train 7.797286 (lr=2.1923e-03) (hash(x)=26263254)
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209 train 7.668198 (lr=2.2028e-03) (hash(x)=23552356)
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210 train 7.863294 (lr=2.2133e-03) (hash(x)=22707141)
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211 train 7.898393 (lr=2.2238e-03) (hash(x)=34234481)
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212 train 7.755178 (lr=2.2343e-03) (hash(x)=35008670)
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213 train 7.876905 (lr=2.2448e-03) (hash(x)=25891543)
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214 train 7.650317 (lr=2.2552e-03) (hash(x)=21971224)
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215 train 7.788253 (lr=2.2657e-03) (hash(x)=27312186)
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216 train 7.860178 (lr=2.2762e-03) (hash(x)=22163749)
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217 train 7.684685 (lr=2.2867e-03) (hash(x)=25942888)
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218 train 7.736723 (lr=2.2972e-03) (hash(x)=25493916)
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219 train 7.964785 (lr=2.3077e-03) (hash(x)=24289951)
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220 train 7.773687 (lr=2.3182e-03) (hash(x)=23648671)
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221 train 7.595834 (lr=2.3287e-03) (hash(x)=24992055)
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222 train 7.923080 (lr=2.3392e-03) (hash(x)=26005549)
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223 train 7.719576 (lr=2.3497e-03) (hash(x)=21046554)
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224 train 7.808803 (lr=2.3601e-03) (hash(x)=26321539)
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225 train 7.830811 (lr=2.3706e-03) (hash(x)=27807872)
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226 train 7.801832 (lr=2.3811e-03) (hash(x)=21555364)
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227 train 7.789593 (lr=2.3916e-03) (hash(x)=26325324)
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228 train 7.788070 (lr=2.4021e-03) (hash(x)=24956294)
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229 train 7.728257 (lr=2.4126e-03) (hash(x)=24429389)
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230 train 7.816275 (lr=2.4231e-03) (hash(x)=27929846)
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231 train 7.770127 (lr=2.4336e-03) (hash(x)=25282897)
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232 train 7.653672 (lr=2.4441e-03) (hash(x)=26802508)
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233 train 7.921947 (lr=2.4545e-03) (hash(x)=28390416)
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234 train 8.141566 (lr=2.4650e-03) (hash(x)=26292451)
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235 train 7.993920 (lr=2.4755e-03) (hash(x)=22915344)
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236 train 7.900838 (lr=2.4860e-03) (hash(x)=24744383)
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237 train 7.757616 (lr=2.4965e-03) (hash(x)=26284678)
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238 train 7.701021 (lr=2.5070e-03) (hash(x)=21654269)
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239 train 8.127934 (lr=2.5175e-03) (hash(x)=29466268)
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240 train 8.333839 (lr=2.5280e-03) (hash(x)=32616762)
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241 train 8.301709 (lr=2.5385e-03) (hash(x)=32201138)
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242 train 8.319250 (lr=2.5490e-03) (hash(x)=33683468)
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243 train 8.061486 (lr=2.5594e-03) (hash(x)=27498125)
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244 train 8.040285 (lr=2.5699e-03) (hash(x)=25164318)
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245 train 7.842455 (lr=2.5804e-03) (hash(x)=25690221)
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246 train 7.897824 (lr=2.5909e-03) (hash(x)=29031550)
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247 train 8.076825 (lr=2.6014e-03) (hash(x)=24094093)
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248 train 8.844463 (lr=2.6119e-03) (hash(x)=61455960)
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| 261 |
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249 train 12.673602 (lr=2.6224e-03) (hash(x)=61104710)
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| 262 |
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250 val loss 8.0514
|
| 263 |
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250 val perplexity 3138.1499
|
| 264 |
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250 train 8.216370 (lr=2.6329e-03) (hash(x)=20881126)
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| 265 |
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251 train 8.069713 (lr=2.6434e-03) (hash(x)=26920243)
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252 train 7.911462 (lr=2.6538e-03) (hash(x)=21970343)
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253 train 7.979985 (lr=2.6643e-03) (hash(x)=31676352)
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254 train 7.899180 (lr=2.6748e-03) (hash(x)=25600562)
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255 train 7.883381 (lr=2.6853e-03) (hash(x)=22022924)
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| 270 |
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256 train 7.768429 (lr=2.6958e-03) (hash(x)=22777085)
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| 271 |
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257 train 7.870378 (lr=2.7063e-03) (hash(x)=21727744)
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258 train 7.853065 (lr=2.7168e-03) (hash(x)=20701998)
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259 train 7.912295 (lr=2.7273e-03) (hash(x)=20863982)
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260 train 7.820481 (lr=2.7378e-03) (hash(x)=25084926)
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261 train 7.831124 (lr=2.7483e-03) (hash(x)=24412897)
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262 train 7.840290 (lr=2.7587e-03) (hash(x)=25434913)
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263 train 7.822653 (lr=2.7692e-03) (hash(x)=26302544)
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264 train 7.865217 (lr=2.7797e-03) (hash(x)=34976197)
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265 train 7.728319 (lr=2.7902e-03) (hash(x)=23870805)
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266 train 7.762221 (lr=2.8007e-03) (hash(x)=25041103)
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267 train 7.817769 (lr=2.8112e-03) (hash(x)=26041745)
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268 train 7.802280 (lr=2.8217e-03) (hash(x)=24068619)
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269 train 7.831430 (lr=2.8322e-03) (hash(x)=25441262)
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270 train 7.892151 (lr=2.8427e-03) (hash(x)=29181867)
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271 train 7.862317 (lr=2.8531e-03) (hash(x)=27093757)
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272 train 7.769066 (lr=2.8636e-03) (hash(x)=25150275)
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273 train 7.900351 (lr=2.8741e-03) (hash(x)=33457102)
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274 train 7.703664 (lr=2.8846e-03) (hash(x)=25755322)
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275 train 7.782068 (lr=2.8951e-03) (hash(x)=23630794)
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276 train 7.704752 (lr=2.9056e-03) (hash(x)=25167987)
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277 train 7.848352 (lr=2.9161e-03) (hash(x)=24043224)
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278 train 7.832450 (lr=2.9266e-03) (hash(x)=24665411)
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279 train 7.810645 (lr=2.9371e-03) (hash(x)=17321657)
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280 train 7.817974 (lr=2.9476e-03) (hash(x)=27932591)
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281 train 8.104517 (lr=2.9580e-03) (hash(x)=29447954)
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282 train 7.855990 (lr=2.9685e-03) (hash(x)=24621816)
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283 train 7.832555 (lr=2.9790e-03) (hash(x)=24682294)
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284 train 7.840750 (lr=2.9895e-03) (hash(x)=28057095)
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285 train 7.838946 (lr=3.0000e-03) (hash(x)=24547536)
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286 train 7.688097 (lr=3.0000e-03) (hash(x)=18987545)
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287 train 7.747737 (lr=3.0000e-03) (hash(x)=26745063)
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288 train 7.625693 (lr=2.9999e-03) (hash(x)=21447406)
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289 train 7.544175 (lr=2.9999e-03) (hash(x)=24650655)
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290 train 7.923831 (lr=2.9998e-03) (hash(x)=26519976)
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291 train 8.265354 (lr=2.9997e-03) (hash(x)=20106514)
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292 train 7.699979 (lr=2.9995e-03) (hash(x)=20117808)
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293 train 7.848550 (lr=2.9994e-03) (hash(x)=25510334)
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294 train 7.785791 (lr=2.9992e-03) (hash(x)=25749120)
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295 train 7.906401 (lr=2.9989e-03) (hash(x)=24357241)
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296 train 7.915703 (lr=2.9987e-03) (hash(x)=25584945)
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297 train 7.770537 (lr=2.9984e-03) (hash(x)=25198897)
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298 train 7.843851 (lr=2.9981e-03) (hash(x)=23475891)
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| 313 |
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299 train 7.778366 (lr=2.9978e-03) (hash(x)=23644804)
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| 314 |
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300 val loss 7.8621
|
| 315 |
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300 val perplexity 2597.0713
|
| 316 |
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300 train 8.026264 (lr=2.9974e-03) (hash(x)=25629584)
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301 train 8.069184 (lr=2.9971e-03) (hash(x)=29797280)
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302 train 8.150885 (lr=2.9967e-03) (hash(x)=30026394)
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303 train 8.116756 (lr=2.9962e-03) (hash(x)=26594177)
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304 train 7.944718 (lr=2.9958e-03) (hash(x)=23766256)
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305 train 7.877314 (lr=2.9953e-03) (hash(x)=24250150)
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306 train 7.839515 (lr=2.9948e-03) (hash(x)=26108817)
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307 train 7.783179 (lr=2.9942e-03) (hash(x)=18582688)
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308 train 7.786873 (lr=2.9937e-03) (hash(x)=23272705)
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309 train 7.788774 (lr=2.9931e-03) (hash(x)=24793412)
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310 train 7.774815 (lr=2.9925e-03) (hash(x)=19280989)
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311 train 7.760036 (lr=2.9918e-03) (hash(x)=22751150)
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312 train 7.853015 (lr=2.9912e-03) (hash(x)=23537942)
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313 train 7.700042 (lr=2.9905e-03) (hash(x)=23748375)
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314 train 7.855317 (lr=2.9898e-03) (hash(x)=27413825)
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315 train 7.889909 (lr=2.9890e-03) (hash(x)=21682445)
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316 train 7.753576 (lr=2.9883e-03) (hash(x)=22040184)
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317 train 7.744501 (lr=2.9875e-03) (hash(x)=24463229)
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318 train 7.824966 (lr=2.9866e-03) (hash(x)=24091954)
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319 train 7.716737 (lr=2.9858e-03) (hash(x)=26670219)
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320 train 7.730119 (lr=2.9849e-03) (hash(x)=25558986)
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321 train 7.721037 (lr=2.9840e-03) (hash(x)=19218943)
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322 train 7.795905 (lr=2.9831e-03) (hash(x)=24551402)
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323 train 7.702512 (lr=2.9821e-03) (hash(x)=25229281)
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324 train 7.511373 (lr=2.9812e-03) (hash(x)=21251127)
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325 train 7.800197 (lr=2.9802e-03) (hash(x)=25800857)
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326 train 7.696661 (lr=2.9791e-03) (hash(x)=25836189)
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327 train 7.706052 (lr=2.9781e-03) (hash(x)=25999255)
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328 train 7.754915 (lr=2.9770e-03) (hash(x)=20149394)
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329 train 7.713728 (lr=2.9759e-03) (hash(x)=21999338)
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330 train 7.807253 (lr=2.9748e-03) (hash(x)=27611302)
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331 train 7.759533 (lr=2.9736e-03) (hash(x)=22778356)
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332 train 7.732005 (lr=2.9724e-03) (hash(x)=24195959)
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333 train 7.970845 (lr=2.9712e-03) (hash(x)=19127465)
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334 train 7.837751 (lr=2.9700e-03) (hash(x)=22426274)
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335 train 7.670108 (lr=2.9687e-03) (hash(x)=23785205)
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336 train 7.816744 (lr=2.9675e-03) (hash(x)=28505676)
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337 train 7.802863 (lr=2.9662e-03) (hash(x)=27706477)
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338 train 7.793706 (lr=2.9648e-03) (hash(x)=28684175)
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339 train 7.777014 (lr=2.9635e-03) (hash(x)=28003600)
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340 train 7.806533 (lr=2.9621e-03) (hash(x)=27586845)
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341 train 7.739265 (lr=2.9607e-03) (hash(x)=21176405)
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342 train 7.699794 (lr=2.9592e-03) (hash(x)=25888433)
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343 train 7.821711 (lr=2.9578e-03) (hash(x)=27916982)
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344 train 7.669634 (lr=2.9563e-03) (hash(x)=24334708)
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345 train 7.721970 (lr=2.9548e-03) (hash(x)=25617709)
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| 362 |
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346 train 7.881114 (lr=2.9532e-03) (hash(x)=25152362)
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| 363 |
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347 train 7.737413 (lr=2.9517e-03) (hash(x)=24276512)
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| 364 |
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348 train 7.687140 (lr=2.9501e-03) (hash(x)=26776133)
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| 365 |
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349 train 7.618090 (lr=2.9485e-03) (hash(x)=20254159)
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| 366 |
+
350 val loss 7.8242
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| 367 |
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350 val perplexity 2500.2637
|
| 368 |
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350 train 7.700965 (lr=2.9468e-03) (hash(x)=27873855)
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| 369 |
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351 train 7.808689 (lr=2.9452e-03) (hash(x)=25113614)
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352 train 7.830647 (lr=2.9435e-03) (hash(x)=26192886)
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353 train 7.741083 (lr=2.9418e-03) (hash(x)=24614912)
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354 train 7.743305 (lr=2.9400e-03) (hash(x)=25397093)
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355 train 7.750391 (lr=2.9383e-03) (hash(x)=19811802)
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356 train 7.747838 (lr=2.9365e-03) (hash(x)=25579655)
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357 train 7.887118 (lr=2.9347e-03) (hash(x)=26096514)
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358 train 7.825898 (lr=2.9328e-03) (hash(x)=22589633)
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| 377 |
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359 train 7.825251 (lr=2.9310e-03) (hash(x)=26757147)
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360 train 7.862752 (lr=2.9291e-03) (hash(x)=24963730)
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361 train 7.718019 (lr=2.9272e-03) (hash(x)=27703124)
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362 train 7.665376 (lr=2.9252e-03) (hash(x)=24781713)
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363 train 7.812938 (lr=2.9233e-03) (hash(x)=24720476)
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| 382 |
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364 train 7.786627 (lr=2.9213e-03) (hash(x)=23481301)
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| 383 |
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365 train 7.732196 (lr=2.9193e-03) (hash(x)=25641033)
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366 train 7.808174 (lr=2.9172e-03) (hash(x)=27369437)
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367 train 7.883943 (lr=2.9152e-03) (hash(x)=24760900)
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368 train 7.709289 (lr=2.9131e-03) (hash(x)=21692546)
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369 train 7.802932 (lr=2.9110e-03) (hash(x)=22720391)
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370 train 7.833300 (lr=2.9088e-03) (hash(x)=24376979)
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371 train 7.988560 (lr=2.9067e-03) (hash(x)=22244509)
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372 train 7.951905 (lr=2.9045e-03) (hash(x)=21831960)
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373 train 7.938270 (lr=2.9023e-03) (hash(x)=24921535)
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374 train 7.977479 (lr=2.9001e-03) (hash(x)=25381251)
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375 train 7.943099 (lr=2.8978e-03) (hash(x)=25687352)
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376 train 7.960665 (lr=2.8955e-03) (hash(x)=25221654)
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377 train 7.962771 (lr=2.8932e-03) (hash(x)=24469863)
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378 train 7.955970 (lr=2.8909e-03) (hash(x)=25291413)
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379 train 7.849071 (lr=2.8885e-03) (hash(x)=25744274)
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380 train 7.750138 (lr=2.8862e-03) (hash(x)=24246963)
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381 train 7.737564 (lr=2.8838e-03) (hash(x)=19724058)
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382 train 7.659513 (lr=2.8813e-03) (hash(x)=20705649)
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383 train 7.958198 (lr=2.8789e-03) (hash(x)=24938685)
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384 train 7.977185 (lr=2.8764e-03) (hash(x)=21707000)
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385 train 7.730520 (lr=2.8739e-03) (hash(x)=24948980)
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386 train 8.010759 (lr=2.8714e-03) (hash(x)=30773958)
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387 train 8.115071 (lr=2.8689e-03) (hash(x)=26769046)
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388 train 7.722587 (lr=2.8663e-03) (hash(x)=18849656)
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| 407 |
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389 train 8.223747 (lr=2.8637e-03) (hash(x)=24624950)
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| 408 |
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390 train 7.816851 (lr=2.8611e-03) (hash(x)=27299605)
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| 409 |
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391 train 7.824122 (lr=2.8585e-03) (hash(x)=24113445)
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| 410 |
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392 train 7.824229 (lr=2.8558e-03) (hash(x)=32644465)
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| 411 |
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393 train 7.964884 (lr=2.8531e-03) (hash(x)=25829219)
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| 412 |
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394 train 7.807649 (lr=2.8504e-03) (hash(x)=25194550)
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| 413 |
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395 train 7.855191 (lr=2.8477e-03) (hash(x)=25941804)
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| 414 |
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396 train 7.824540 (lr=2.8449e-03) (hash(x)=24075727)
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| 415 |
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397 train 7.879422 (lr=2.8422e-03) (hash(x)=23104539)
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| 416 |
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398 train 7.814933 (lr=2.8394e-03) (hash(x)=23018983)
|
| 417 |
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399 train 7.738317 (lr=2.8365e-03) (hash(x)=24422929)
|
| 418 |
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400 val loss 7.7895
|
| 419 |
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400 val perplexity 2415.1045
|
| 420 |
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400 train 7.754927 (lr=2.8337e-03) (hash(x)=23389696)
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| 421 |
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401 train 7.717456 (lr=2.8308e-03) (hash(x)=29102969)
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| 422 |
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402 train 7.878465 (lr=2.8279e-03) (hash(x)=28359859)
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| 423 |
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403 train 7.865843 (lr=2.8250e-03) (hash(x)=24630955)
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| 424 |
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404 train 7.918598 (lr=2.8221e-03) (hash(x)=22969113)
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| 425 |
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405 train 7.767677 (lr=2.8191e-03) (hash(x)=27004415)
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| 426 |
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406 train 7.701919 (lr=2.8162e-03) (hash(x)=22265063)
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| 427 |
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407 train 7.735119 (lr=2.8131e-03) (hash(x)=26905990)
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| 428 |
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408 train 7.749963 (lr=2.8101e-03) (hash(x)=24047679)
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| 429 |
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409 train 7.894097 (lr=2.8071e-03) (hash(x)=26905582)
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| 430 |
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410 train 7.662417 (lr=2.8040e-03) (hash(x)=29018970)
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| 431 |
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411 train 7.701310 (lr=2.8009e-03) (hash(x)=24503315)
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| 432 |
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412 train 7.687570 (lr=2.7978e-03) (hash(x)=22607537)
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| 433 |
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413 train 8.411502 (lr=2.7947e-03) (hash(x)=26690225)
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| 434 |
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414 train 7.776808 (lr=2.7915e-03) (hash(x)=24226255)
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| 435 |
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415 train 7.728085 (lr=2.7883e-03) (hash(x)=23622702)
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| 436 |
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416 train 7.809415 (lr=2.7851e-03) (hash(x)=23910425)
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| 437 |
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417 train 8.029179 (lr=2.7819e-03) (hash(x)=27213318)
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| 438 |
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418 train 7.852592 (lr=2.7786e-03) (hash(x)=26701577)
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419 train 7.759164 (lr=2.7754e-03) (hash(x)=26216794)
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420 train 7.927636 (lr=2.7721e-03) (hash(x)=27579623)
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421 train 7.791556 (lr=2.7688e-03) (hash(x)=26086198)
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422 train 7.794762 (lr=2.7654e-03) (hash(x)=24863441)
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423 train 8.016621 (lr=2.7621e-03) (hash(x)=25236385)
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424 train 8.087210 (lr=2.7587e-03) (hash(x)=25330803)
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425 train 7.956141 (lr=2.7553e-03) (hash(x)=22508532)
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426 train 7.815234 (lr=2.7519e-03) (hash(x)=21799261)
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427 train 7.872975 (lr=2.7484e-03) (hash(x)=26311168)
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| 448 |
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428 train 7.756279 (lr=2.7450e-03) (hash(x)=20977430)
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| 449 |
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429 train 7.995820 (lr=2.7415e-03) (hash(x)=26941617)
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| 450 |
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430 train 8.319243 (lr=2.7380e-03) (hash(x)=30008957)
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| 451 |
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431 train 8.370121 (lr=2.7344e-03) (hash(x)=27125962)
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432 train 8.376110 (lr=2.7309e-03) (hash(x)=25888358)
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433 train 8.622316 (lr=2.7273e-03) (hash(x)=21725719)
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| 454 |
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434 train 8.493838 (lr=2.7237e-03) (hash(x)=21669704)
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435 train 8.185451 (lr=2.7201e-03) (hash(x)=23166993)
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| 456 |
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436 train 8.027046 (lr=2.7165e-03) (hash(x)=26235974)
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| 457 |
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437 train 8.070374 (lr=2.7128e-03) (hash(x)=25426430)
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| 458 |
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438 train 7.744142 (lr=2.7092e-03) (hash(x)=22966314)
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| 459 |
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439 train 7.874523 (lr=2.7055e-03) (hash(x)=23448505)
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| 460 |
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440 train 7.767329 (lr=2.7018e-03) (hash(x)=26330693)
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| 461 |
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441 train 7.751914 (lr=2.6980e-03) (hash(x)=29550596)
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| 462 |
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442 train 7.778040 (lr=2.6943e-03) (hash(x)=22124892)
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| 463 |
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443 train 7.707474 (lr=2.6905e-03) (hash(x)=25607640)
|
| 464 |
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444 train 7.626467 (lr=2.6867e-03) (hash(x)=23795894)
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| 465 |
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445 train 7.547981 (lr=2.6829e-03) (hash(x)=24165449)
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| 466 |
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446 train 7.876297 (lr=2.6791e-03) (hash(x)=24697756)
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| 467 |
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447 train 7.884721 (lr=2.6752e-03) (hash(x)=27218899)
|
| 468 |
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448 train 7.719600 (lr=2.6713e-03) (hash(x)=24748522)
|
| 469 |
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449 train 7.786112 (lr=2.6674e-03) (hash(x)=24965317)
|
| 470 |
+
450 val loss 7.8097
|
| 471 |
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450 val perplexity 2464.5073
|
| 472 |
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450 train 7.546592 (lr=2.6635e-03) (hash(x)=22031210)
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| 473 |
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451 train 7.734981 (lr=2.6596e-03) (hash(x)=25877990)
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| 474 |
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452 train 7.800375 (lr=2.6556e-03) (hash(x)=24382381)
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| 475 |
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453 train 7.717591 (lr=2.6517e-03) (hash(x)=24551999)
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| 476 |
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454 train 7.774865 (lr=2.6477e-03) (hash(x)=25765516)
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| 477 |
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455 train 7.860291 (lr=2.6437e-03) (hash(x)=25204247)
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| 478 |
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456 train 7.871866 (lr=2.6396e-03) (hash(x)=26321813)
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| 479 |
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457 train 7.764339 (lr=2.6356e-03) (hash(x)=25528323)
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| 480 |
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458 train 7.762071 (lr=2.6315e-03) (hash(x)=25114729)
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| 481 |
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459 train 7.728159 (lr=2.6274e-03) (hash(x)=31341964)
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| 482 |
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460 train 7.845635 (lr=2.6233e-03) (hash(x)=26326024)
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| 483 |
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461 train 7.707335 (lr=2.6192e-03) (hash(x)=27273311)
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| 484 |
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462 train 7.662410 (lr=2.6150e-03) (hash(x)=17819313)
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| 485 |
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463 train 7.903183 (lr=2.6109e-03) (hash(x)=23769243)
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| 486 |
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464 train 7.809059 (lr=2.6067e-03) (hash(x)=23788738)
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| 487 |
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465 train 7.766994 (lr=2.6025e-03) (hash(x)=24818744)
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| 488 |
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466 train 7.689235 (lr=2.5983e-03) (hash(x)=23472795)
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| 489 |
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467 train 8.132747 (lr=2.5940e-03) (hash(x)=24991832)
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| 490 |
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468 train 7.826287 (lr=2.5898e-03) (hash(x)=22424066)
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| 491 |
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469 train 7.743762 (lr=2.5855e-03) (hash(x)=26474878)
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| 492 |
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470 train 7.804330 (lr=2.5812e-03) (hash(x)=22704349)
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| 493 |
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471 train 7.763525 (lr=2.5769e-03) (hash(x)=22293673)
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472 train 7.734500 (lr=2.5726e-03) (hash(x)=21785487)
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473 train 7.756430 (lr=2.5682e-03) (hash(x)=25251063)
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474 train 7.662586 (lr=2.5639e-03) (hash(x)=22722211)
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475 train 7.729473 (lr=2.5595e-03) (hash(x)=24522269)
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476 train 7.674975 (lr=2.5551e-03) (hash(x)=23329475)
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477 train 7.726405 (lr=2.5507e-03) (hash(x)=24735165)
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| 500 |
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478 train 7.571283 (lr=2.5462e-03) (hash(x)=27002892)
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479 train 7.607370 (lr=2.5418e-03) (hash(x)=23499349)
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480 train 7.923921 (lr=2.5373e-03) (hash(x)=22461589)
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| 503 |
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481 train 7.694814 (lr=2.5328e-03) (hash(x)=26415040)
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| 504 |
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482 train 7.930052 (lr=2.5283e-03) (hash(x)=26349465)
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483 train 7.604821 (lr=2.5238e-03) (hash(x)=21596677)
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484 train 7.672394 (lr=2.5193e-03) (hash(x)=24117012)
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485 train 7.757414 (lr=2.5147e-03) (hash(x)=24105761)
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| 508 |
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486 train 7.717448 (lr=2.5102e-03) (hash(x)=25725049)
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| 509 |
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487 train 7.556259 (lr=2.5056e-03) (hash(x)=22892776)
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| 510 |
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488 train 7.674599 (lr=2.5010e-03) (hash(x)=21630383)
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| 511 |
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489 train 7.737611 (lr=2.4963e-03) (hash(x)=24727094)
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| 512 |
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490 train 7.648602 (lr=2.4917e-03) (hash(x)=22835000)
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| 513 |
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491 train 7.811471 (lr=2.4871e-03) (hash(x)=22839049)
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| 514 |
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492 train 7.630094 (lr=2.4824e-03) (hash(x)=20654136)
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| 515 |
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493 train 7.838586 (lr=2.4777e-03) (hash(x)=26776000)
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| 516 |
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494 train 7.448941 (lr=2.4730e-03) (hash(x)=22560658)
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| 517 |
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495 train 7.901772 (lr=2.4683e-03) (hash(x)=25995933)
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| 518 |
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496 train 7.832856 (lr=2.4636e-03) (hash(x)=24635394)
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| 519 |
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497 train 7.925488 (lr=2.4588e-03) (hash(x)=27537228)
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| 520 |
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498 train 7.825522 (lr=2.4540e-03) (hash(x)=26496730)
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| 521 |
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499 train 7.520242 (lr=2.4493e-03) (hash(x)=16533310)
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| 522 |
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500 val loss 7.7620
|
| 523 |
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500 val perplexity 2349.5042
|
| 524 |
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500 train 7.666015 (lr=2.4445e-03) (hash(x)=24881176)
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| 525 |
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501 train 7.859178 (lr=2.4397e-03) (hash(x)=25593613)
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| 526 |
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502 train 7.625164 (lr=2.4348e-03) (hash(x)=22886646)
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| 527 |
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503 train 7.864233 (lr=2.4300e-03) (hash(x)=21407676)
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| 528 |
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504 train 7.751015 (lr=2.4251e-03) (hash(x)=21720304)
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| 529 |
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505 train 7.845598 (lr=2.4203e-03) (hash(x)=27263416)
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| 530 |
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506 train 7.630919 (lr=2.4154e-03) (hash(x)=25840801)
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| 531 |
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507 train 7.779041 (lr=2.4105e-03) (hash(x)=31424568)
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508 train 7.768766 (lr=2.4056e-03) (hash(x)=23403065)
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| 533 |
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509 train 7.588913 (lr=2.4006e-03) (hash(x)=22656033)
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510 train 7.756633 (lr=2.3957e-03) (hash(x)=26869295)
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511 train 7.958341 (lr=2.3907e-03) (hash(x)=25504151)
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512 train 7.760150 (lr=2.3858e-03) (hash(x)=25781518)
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513 train 7.717383 (lr=2.3808e-03) (hash(x)=26432850)
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514 train 7.630435 (lr=2.3758e-03) (hash(x)=20155894)
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515 train 7.554812 (lr=2.3708e-03) (hash(x)=22270169)
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516 train 7.681725 (lr=2.3657e-03) (hash(x)=22108461)
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517 train 7.735168 (lr=2.3607e-03) (hash(x)=24802848)
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518 train 7.834816 (lr=2.3556e-03) (hash(x)=25086604)
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519 train 7.834145 (lr=2.3506e-03) (hash(x)=26983186)
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520 train 7.714084 (lr=2.3455e-03) (hash(x)=27208507)
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| 545 |
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521 train 7.870317 (lr=2.3404e-03) (hash(x)=23862845)
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522 train 7.689739 (lr=2.3353e-03) (hash(x)=22664494)
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523 train 7.683052 (lr=2.3301e-03) (hash(x)=24092927)
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524 train 7.676261 (lr=2.3250e-03) (hash(x)=27213812)
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525 train 7.624788 (lr=2.3198e-03) (hash(x)=23929955)
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526 train 7.633423 (lr=2.3147e-03) (hash(x)=23025790)
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527 train 7.565784 (lr=2.3095e-03) (hash(x)=20452272)
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528 train 7.773628 (lr=2.3043e-03) (hash(x)=26473464)
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529 train 7.757082 (lr=2.2991e-03) (hash(x)=28276603)
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530 train 7.598224 (lr=2.2939e-03) (hash(x)=21480367)
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531 train 7.781559 (lr=2.2887e-03) (hash(x)=24658642)
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532 train 7.736247 (lr=2.2834e-03) (hash(x)=26854801)
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533 train 7.602934 (lr=2.2782e-03) (hash(x)=17862226)
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534 train 7.701697 (lr=2.2729e-03) (hash(x)=28519182)
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535 train 7.674885 (lr=2.2676e-03) (hash(x)=25193694)
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536 train 7.685039 (lr=2.2624e-03) (hash(x)=25642620)
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537 train 7.760102 (lr=2.2571e-03) (hash(x)=25765909)
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538 train 7.546041 (lr=2.2517e-03) (hash(x)=20750531)
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539 train 7.671123 (lr=2.2464e-03) (hash(x)=24917098)
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540 train 7.662470 (lr=2.2411e-03) (hash(x)=24499766)
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541 train 7.723074 (lr=2.2357e-03) (hash(x)=25067358)
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542 train 7.819542 (lr=2.2304e-03) (hash(x)=27479796)
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543 train 7.674027 (lr=2.2250e-03) (hash(x)=23136080)
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544 train 7.791669 (lr=2.2196e-03) (hash(x)=29810074)
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545 train 7.697304 (lr=2.2142e-03) (hash(x)=24765539)
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| 570 |
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546 train 7.716868 (lr=2.2088e-03) (hash(x)=22216309)
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| 571 |
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547 train 7.599475 (lr=2.2034e-03) (hash(x)=20613861)
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| 572 |
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548 train 7.575364 (lr=2.1980e-03) (hash(x)=23462447)
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| 573 |
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549 train 7.640743 (lr=2.1926e-03) (hash(x)=26739455)
|
| 574 |
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550 val loss 7.7296
|
| 575 |
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550 val perplexity 2274.7952
|
| 576 |
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550 train 7.702263 (lr=2.1871e-03) (hash(x)=23222996)
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| 577 |
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551 train 7.687574 (lr=2.1817e-03) (hash(x)=26489285)
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| 578 |
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552 train 7.542457 (lr=2.1762e-03) (hash(x)=25185942)
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553 train 7.831305 (lr=2.1707e-03) (hash(x)=27476158)
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554 train 7.632999 (lr=2.1653e-03) (hash(x)=23653175)
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555 train 7.598640 (lr=2.1598e-03) (hash(x)=22405076)
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556 train 7.624904 (lr=2.1542e-03) (hash(x)=25673545)
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| 583 |
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557 train 7.688928 (lr=2.1487e-03) (hash(x)=22675428)
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| 584 |
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558 train 7.816274 (lr=2.1432e-03) (hash(x)=28168456)
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559 train 7.907063 (lr=2.1377e-03) (hash(x)=26072586)
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560 train 7.686351 (lr=2.1321e-03) (hash(x)=24974331)
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561 train 7.448319 (lr=2.1266e-03) (hash(x)=21951984)
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562 train 7.846814 (lr=2.1210e-03) (hash(x)=25403751)
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563 train 7.664732 (lr=2.1154e-03) (hash(x)=26396012)
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| 590 |
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564 train 7.609475 (lr=2.1099e-03) (hash(x)=24827190)
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565 train 7.733538 (lr=2.1043e-03) (hash(x)=24847458)
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566 train 7.706488 (lr=2.0987e-03) (hash(x)=22159088)
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567 train 7.661698 (lr=2.0931e-03) (hash(x)=22140034)
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568 train 7.738027 (lr=2.0875e-03) (hash(x)=19044797)
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569 train 7.646413 (lr=2.0818e-03) (hash(x)=23932794)
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570 train 7.736259 (lr=2.0762e-03) (hash(x)=25256890)
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571 train 7.766581 (lr=2.0706e-03) (hash(x)=24161711)
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572 train 7.694524 (lr=2.0649e-03) (hash(x)=22036817)
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573 train 7.576969 (lr=2.0593e-03) (hash(x)=26663208)
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574 train 7.608678 (lr=2.0536e-03) (hash(x)=24072213)
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575 train 7.588478 (lr=2.0479e-03) (hash(x)=22766044)
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576 train 7.717205 (lr=2.0422e-03) (hash(x)=27871153)
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578 train 7.773052 (lr=2.0309e-03) (hash(x)=24121850)
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580 train 7.568013 (lr=2.0194e-03) (hash(x)=23055215)
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581 train 7.824622 (lr=2.0137e-03) (hash(x)=25329724)
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582 train 7.574950 (lr=2.0080e-03) (hash(x)=25662408)
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583 train 7.669730 (lr=2.0023e-03) (hash(x)=26346814)
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584 train 7.763149 (lr=1.9965e-03) (hash(x)=25283256)
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585 train 7.575156 (lr=1.9908e-03) (hash(x)=24021771)
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586 train 7.616453 (lr=1.9850e-03) (hash(x)=23576840)
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587 train 7.746226 (lr=1.9793e-03) (hash(x)=26414858)
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588 train 7.524205 (lr=1.9735e-03) (hash(x)=20099261)
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589 train 7.526429 (lr=1.9677e-03) (hash(x)=22453718)
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| 616 |
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590 train 7.476915 (lr=1.9620e-03) (hash(x)=22529445)
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| 617 |
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591 train 7.549730 (lr=1.9562e-03) (hash(x)=24484543)
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| 618 |
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592 train 7.487180 (lr=1.9504e-03) (hash(x)=24043998)
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| 619 |
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593 train 7.624408 (lr=1.9446e-03) (hash(x)=24301906)
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| 620 |
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594 train 7.578555 (lr=1.9388e-03) (hash(x)=26328881)
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| 621 |
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595 train 7.637074 (lr=1.9330e-03) (hash(x)=23101508)
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| 622 |
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596 train 7.598261 (lr=1.9272e-03) (hash(x)=23527176)
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597 train 8.070280 (lr=1.9214e-03) (hash(x)=22705673)
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598 train 7.641760 (lr=1.9156e-03) (hash(x)=28664796)
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| 625 |
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599 train 7.756497 (lr=1.9097e-03) (hash(x)=27102890)
|
| 626 |
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600 val loss 7.6776
|
| 627 |
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600 val perplexity 2159.4553
|
| 628 |
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600 train 7.841616 (lr=1.9039e-03) (hash(x)=26787259)
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| 629 |
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601 train 7.874375 (lr=1.8981e-03) (hash(x)=23396088)
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| 630 |
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602 train 7.583198 (lr=1.8922e-03) (hash(x)=24911831)
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603 train 7.606864 (lr=1.8864e-03) (hash(x)=23453491)
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604 train 7.665811 (lr=1.8805e-03) (hash(x)=23453396)
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605 train 7.743348 (lr=1.8747e-03) (hash(x)=23869612)
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| 634 |
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606 train 7.854315 (lr=1.8688e-03) (hash(x)=26581590)
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| 635 |
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607 train 7.661780 (lr=1.8629e-03) (hash(x)=28056342)
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608 train 7.718257 (lr=1.8571e-03) (hash(x)=25900866)
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609 train 7.742697 (lr=1.8512e-03) (hash(x)=24549177)
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610 train 7.661785 (lr=1.8453e-03) (hash(x)=28239583)
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611 train 7.668579 (lr=1.8395e-03) (hash(x)=23223554)
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612 train 7.722329 (lr=1.8336e-03) (hash(x)=24793480)
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613 train 7.658380 (lr=1.8277e-03) (hash(x)=25415570)
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614 train 7.695836 (lr=1.8218e-03) (hash(x)=24425760)
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615 train 7.774507 (lr=1.8159e-03) (hash(x)=23707134)
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| 644 |
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616 train 7.689510 (lr=1.8100e-03) (hash(x)=28321697)
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617 train 7.643762 (lr=1.8041e-03) (hash(x)=23434031)
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618 train 7.620522 (lr=1.7982e-03) (hash(x)=27003481)
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619 train 7.584896 (lr=1.7923e-03) (hash(x)=22236893)
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620 train 7.653390 (lr=1.7864e-03) (hash(x)=26857458)
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621 train 7.634339 (lr=1.7805e-03) (hash(x)=26413122)
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622 train 7.927439 (lr=1.7746e-03) (hash(x)=27696537)
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623 train 7.666698 (lr=1.7686e-03) (hash(x)=21950234)
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624 train 7.697772 (lr=1.7627e-03) (hash(x)=24051952)
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625 train 7.710134 (lr=1.7568e-03) (hash(x)=24029939)
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626 train 7.831930 (lr=1.7509e-03) (hash(x)=24393346)
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627 train 7.735649 (lr=1.7450e-03) (hash(x)=26985352)
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628 train 7.442997 (lr=1.7390e-03) (hash(x)=19493265)
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629 train 7.574813 (lr=1.7331e-03) (hash(x)=23944010)
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630 train 7.800852 (lr=1.7272e-03) (hash(x)=21517435)
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631 train 7.555831 (lr=1.7212e-03) (hash(x)=25025868)
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632 train 7.586493 (lr=1.7153e-03) (hash(x)=22940997)
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633 train 7.735087 (lr=1.7094e-03) (hash(x)=25864840)
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634 train 7.632767 (lr=1.7034e-03) (hash(x)=24682151)
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635 train 7.549878 (lr=1.6975e-03) (hash(x)=27055330)
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636 train 7.614662 (lr=1.6916e-03) (hash(x)=22705710)
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637 train 7.687128 (lr=1.6856e-03) (hash(x)=26775238)
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638 train 7.790126 (lr=1.6797e-03) (hash(x)=21734331)
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| 667 |
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639 train 7.600172 (lr=1.6738e-03) (hash(x)=25693442)
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| 668 |
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640 train 7.679729 (lr=1.6678e-03) (hash(x)=25290454)
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| 669 |
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641 train 7.634040 (lr=1.6619e-03) (hash(x)=25699860)
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| 670 |
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642 train 7.810045 (lr=1.6559e-03) (hash(x)=19919115)
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| 671 |
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643 train 7.852724 (lr=1.6500e-03) (hash(x)=25586967)
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| 672 |
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644 train 7.620392 (lr=1.6441e-03) (hash(x)=25373506)
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| 673 |
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645 train 7.636082 (lr=1.6381e-03) (hash(x)=26496148)
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| 674 |
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646 train 7.692169 (lr=1.6322e-03) (hash(x)=27395083)
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| 675 |
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647 train 7.869017 (lr=1.6262e-03) (hash(x)=27389709)
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| 676 |
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648 train 7.762518 (lr=1.6203e-03) (hash(x)=29172968)
|
| 677 |
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649 train 7.688774 (lr=1.6144e-03) (hash(x)=25464920)
|
| 678 |
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650 val loss 7.6498
|
| 679 |
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650 val perplexity 2100.1680
|
| 680 |
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650 train 7.731294 (lr=1.6084e-03) (hash(x)=25992320)
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| 681 |
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651 train 7.687167 (lr=1.6025e-03) (hash(x)=24949509)
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| 682 |
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652 train 7.699178 (lr=1.5966e-03) (hash(x)=25615151)
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| 683 |
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653 train 7.699834 (lr=1.5906e-03) (hash(x)=27923548)
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654 train 7.739660 (lr=1.5847e-03) (hash(x)=26387848)
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| 685 |
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655 train 7.652199 (lr=1.5788e-03) (hash(x)=22863518)
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| 686 |
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656 train 7.625880 (lr=1.5728e-03) (hash(x)=20869581)
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| 687 |
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657 train 7.772856 (lr=1.5669e-03) (hash(x)=18133606)
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| 688 |
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658 train 7.659211 (lr=1.5610e-03) (hash(x)=28736122)
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| 689 |
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659 train 7.635242 (lr=1.5550e-03) (hash(x)=25528329)
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660 train 7.693705 (lr=1.5491e-03) (hash(x)=24020765)
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661 train 7.720052 (lr=1.5432e-03) (hash(x)=27792245)
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662 train 7.745533 (lr=1.5373e-03) (hash(x)=28287635)
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663 train 7.492622 (lr=1.5314e-03) (hash(x)=20951206)
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664 train 7.565140 (lr=1.5254e-03) (hash(x)=22356452)
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| 695 |
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665 train 7.628265 (lr=1.5195e-03) (hash(x)=24385170)
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666 train 7.702509 (lr=1.5136e-03) (hash(x)=23455854)
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| 697 |
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667 train 7.683649 (lr=1.5077e-03) (hash(x)=21589405)
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| 698 |
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668 train 7.667704 (lr=1.5018e-03) (hash(x)=24698150)
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669 train 7.654478 (lr=1.4959e-03) (hash(x)=28010836)
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| 700 |
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670 train 7.774923 (lr=1.4900e-03) (hash(x)=25427381)
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671 train 7.730658 (lr=1.4841e-03) (hash(x)=27478557)
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672 train 7.691769 (lr=1.4782e-03) (hash(x)=23865569)
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673 train 7.749096 (lr=1.4723e-03) (hash(x)=23407132)
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674 train 7.640793 (lr=1.4664e-03) (hash(x)=20253664)
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675 train 7.604414 (lr=1.4605e-03) (hash(x)=21087928)
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676 train 7.694075 (lr=1.4547e-03) (hash(x)=25957589)
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677 train 7.628325 (lr=1.4488e-03) (hash(x)=27008610)
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678 train 7.715804 (lr=1.4429e-03) (hash(x)=27580265)
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679 train 7.715343 (lr=1.4371e-03) (hash(x)=24244798)
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680 train 7.627078 (lr=1.4312e-03) (hash(x)=24535871)
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681 train 7.727321 (lr=1.4253e-03) (hash(x)=27558681)
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682 train 7.599652 (lr=1.4195e-03) (hash(x)=21152793)
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683 train 7.599976 (lr=1.4136e-03) (hash(x)=28147005)
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684 train 7.675619 (lr=1.4078e-03) (hash(x)=21933180)
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685 train 7.645042 (lr=1.4019e-03) (hash(x)=24735895)
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686 train 7.688940 (lr=1.3961e-03) (hash(x)=26209948)
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687 train 7.675542 (lr=1.3903e-03) (hash(x)=23358313)
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688 train 7.614634 (lr=1.3844e-03) (hash(x)=22398001)
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| 719 |
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689 train 7.542612 (lr=1.3786e-03) (hash(x)=23724957)
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690 train 7.602206 (lr=1.3728e-03) (hash(x)=23083514)
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| 721 |
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691 train 7.471515 (lr=1.3670e-03) (hash(x)=16016924)
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| 722 |
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692 train 7.735832 (lr=1.3612e-03) (hash(x)=27173674)
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| 723 |
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693 train 7.535024 (lr=1.3554e-03) (hash(x)=28056250)
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| 724 |
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694 train 7.646617 (lr=1.3496e-03) (hash(x)=22233617)
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| 725 |
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695 train 7.738522 (lr=1.3438e-03) (hash(x)=23777908)
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| 726 |
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696 train 7.698428 (lr=1.3380e-03) (hash(x)=27842849)
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| 727 |
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697 train 7.713118 (lr=1.3323e-03) (hash(x)=23711679)
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698 train 7.530836 (lr=1.3265e-03) (hash(x)=17204843)
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| 729 |
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699 train 7.857209 (lr=1.3207e-03) (hash(x)=23909800)
|
| 730 |
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700 val loss 7.6308
|
| 731 |
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700 val perplexity 2060.7917
|
| 732 |
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700 train 7.690992 (lr=1.3150e-03) (hash(x)=25033286)
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| 733 |
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701 train 7.964295 (lr=1.3092e-03) (hash(x)=23608371)
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| 734 |
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702 train 7.758265 (lr=1.3035e-03) (hash(x)=23654625)
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703 train 7.619846 (lr=1.2977e-03) (hash(x)=22633313)
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704 train 7.662441 (lr=1.2920e-03) (hash(x)=24267011)
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705 train 7.623178 (lr=1.2863e-03) (hash(x)=23449416)
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| 738 |
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706 train 7.844618 (lr=1.2806e-03) (hash(x)=28527906)
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| 739 |
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707 train 7.559112 (lr=1.2748e-03) (hash(x)=21189075)
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708 train 7.580860 (lr=1.2691e-03) (hash(x)=25278645)
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709 train 8.034248 (lr=1.2634e-03) (hash(x)=23654290)
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710 train 7.611103 (lr=1.2578e-03) (hash(x)=24571139)
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711 train 7.692595 (lr=1.2521e-03) (hash(x)=26203172)
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712 train 7.605851 (lr=1.2464e-03) (hash(x)=19623503)
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713 train 7.620964 (lr=1.2407e-03) (hash(x)=23970545)
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714 train 7.772737 (lr=1.2351e-03) (hash(x)=25724900)
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715 train 7.698445 (lr=1.2294e-03) (hash(x)=23245421)
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716 train 7.659051 (lr=1.2238e-03) (hash(x)=24087537)
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717 train 7.585750 (lr=1.2182e-03) (hash(x)=25549646)
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718 train 7.654135 (lr=1.2125e-03) (hash(x)=26406563)
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719 train 7.701875 (lr=1.2069e-03) (hash(x)=23972429)
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720 train 7.769635 (lr=1.2013e-03) (hash(x)=26378040)
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721 train 7.604137 (lr=1.1957e-03) (hash(x)=24618531)
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722 train 7.630247 (lr=1.1901e-03) (hash(x)=20135714)
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723 train 7.728841 (lr=1.1846e-03) (hash(x)=26490981)
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724 train 7.753007 (lr=1.1790e-03) (hash(x)=23927567)
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725 train 7.620473 (lr=1.1734e-03) (hash(x)=27943609)
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726 train 7.656029 (lr=1.1679e-03) (hash(x)=22962561)
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727 train 7.676806 (lr=1.1623e-03) (hash(x)=24772257)
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728 train 7.625701 (lr=1.1568e-03) (hash(x)=25539761)
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729 train 7.765790 (lr=1.1513e-03) (hash(x)=23316262)
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730 train 7.559511 (lr=1.1458e-03) (hash(x)=23857558)
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731 train 7.730391 (lr=1.1402e-03) (hash(x)=30252690)
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732 train 7.789316 (lr=1.1347e-03) (hash(x)=30590162)
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733 train 7.681266 (lr=1.1293e-03) (hash(x)=25015721)
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734 train 7.745039 (lr=1.1238e-03) (hash(x)=28639679)
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735 train 7.653567 (lr=1.1183e-03) (hash(x)=26199058)
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736 train 7.705127 (lr=1.1129e-03) (hash(x)=28907461)
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737 train 7.692514 (lr=1.1074e-03) (hash(x)=26466915)
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738 train 7.755908 (lr=1.1020e-03) (hash(x)=20332613)
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739 train 7.632423 (lr=1.0966e-03) (hash(x)=26766470)
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740 train 7.592055 (lr=1.0912e-03) (hash(x)=26722145)
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741 train 7.652725 (lr=1.0858e-03) (hash(x)=21222489)
|
| 774 |
+
742 train 7.786253 (lr=1.0804e-03) (hash(x)=24662435)
|
| 775 |
+
743 train 7.586648 (lr=1.0750e-03) (hash(x)=24308927)
|
| 776 |
+
744 train 7.558877 (lr=1.0696e-03) (hash(x)=28442502)
|
| 777 |
+
745 train 7.599711 (lr=1.0643e-03) (hash(x)=22810435)
|
| 778 |
+
746 train 7.712965 (lr=1.0589e-03) (hash(x)=30486518)
|
| 779 |
+
747 train 7.680569 (lr=1.0536e-03) (hash(x)=22688712)
|
| 780 |
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748 train 7.626081 (lr=1.0483e-03) (hash(x)=20712962)
|
| 781 |
+
749 train 7.526076 (lr=1.0429e-03) (hash(x)=27490086)
|
| 782 |
+
750 val loss 7.6057
|
| 783 |
+
750 val perplexity 2009.5970
|
| 784 |
+
750 train 7.511306 (lr=1.0376e-03) (hash(x)=23973908)
|
| 785 |
+
751 train 7.656971 (lr=1.0324e-03) (hash(x)=29132401)
|
| 786 |
+
752 train 7.631149 (lr=1.0271e-03) (hash(x)=27386700)
|
| 787 |
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753 train 7.669488 (lr=1.0218e-03) (hash(x)=24268614)
|
| 788 |
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754 train 7.689263 (lr=1.0166e-03) (hash(x)=27378387)
|
| 789 |
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755 train 7.517143 (lr=1.0113e-03) (hash(x)=22529400)
|
| 790 |
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756 train 7.612504 (lr=1.0061e-03) (hash(x)=27586989)
|
| 791 |
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757 train 7.536001 (lr=1.0009e-03) (hash(x)=22336349)
|
| 792 |
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758 train 7.573464 (lr=9.9568e-04) (hash(x)=26147854)
|
| 793 |
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759 train 7.668962 (lr=9.9049e-04) (hash(x)=25346788)
|
| 794 |
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760 train 7.727647 (lr=9.8531e-04) (hash(x)=25956855)
|
| 795 |
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761 train 7.688026 (lr=9.8015e-04) (hash(x)=24367780)
|
| 796 |
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762 train 7.567089 (lr=9.7500e-04) (hash(x)=26084462)
|
| 797 |
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763 train 7.639624 (lr=9.6986e-04) (hash(x)=26702459)
|
| 798 |
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764 train 7.571278 (lr=9.6474e-04) (hash(x)=25717976)
|
| 799 |
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765 train 7.534132 (lr=9.5963e-04) (hash(x)=22141366)
|
| 800 |
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766 train 7.747325 (lr=9.5453e-04) (hash(x)=24652423)
|
| 801 |
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767 train 7.675252 (lr=9.4944e-04) (hash(x)=30911699)
|
| 802 |
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768 train 7.648965 (lr=9.4437e-04) (hash(x)=22076954)
|
| 803 |
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769 train 7.844311 (lr=9.3932e-04) (hash(x)=21586769)
|
| 804 |
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770 train 7.655581 (lr=9.3427e-04) (hash(x)=21994337)
|
| 805 |
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771 train 7.622827 (lr=9.2924e-04) (hash(x)=25454145)
|
| 806 |
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772 train 7.695157 (lr=9.2423e-04) (hash(x)=23239550)
|
| 807 |
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773 train 7.740240 (lr=9.1923e-04) (hash(x)=23565926)
|
| 808 |
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774 train 7.590763 (lr=9.1424e-04) (hash(x)=24705563)
|
| 809 |
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775 train 7.662973 (lr=9.0927e-04) (hash(x)=27671095)
|
| 810 |
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776 train 7.794932 (lr=9.0431e-04) (hash(x)=26254303)
|
| 811 |
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777 train 7.567668 (lr=8.9936e-04) (hash(x)=27454020)
|
| 812 |
+
778 train 7.559688 (lr=8.9443e-04) (hash(x)=24394565)
|
| 813 |
+
779 train 7.504857 (lr=8.8952e-04) (hash(x)=21780199)
|
| 814 |
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780 train 7.588043 (lr=8.8462e-04) (hash(x)=28296896)
|
| 815 |
+
781 train 7.700356 (lr=8.7973e-04) (hash(x)=26766303)
|
| 816 |
+
782 train 7.567606 (lr=8.7486e-04) (hash(x)=21599973)
|
| 817 |
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783 train 7.849597 (lr=8.7001e-04) (hash(x)=24969360)
|
| 818 |
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784 train 7.913096 (lr=8.6516e-04) (hash(x)=24382006)
|
| 819 |
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785 train 7.514079 (lr=8.6034e-04) (hash(x)=22009299)
|
| 820 |
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786 train 7.377444 (lr=8.5553e-04) (hash(x)=22376569)
|
| 821 |
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787 train 7.542351 (lr=8.5073e-04) (hash(x)=28166843)
|
| 822 |
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788 train 7.782198 (lr=8.4596e-04) (hash(x)=28230119)
|
| 823 |
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789 train 7.755735 (lr=8.4119e-04) (hash(x)=26207465)
|
| 824 |
+
790 train 7.800923 (lr=8.3644e-04) (hash(x)=24748118)
|
| 825 |
+
791 train 7.741440 (lr=8.3171e-04) (hash(x)=27033802)
|
| 826 |
+
792 train 7.661026 (lr=8.2699e-04) (hash(x)=28788047)
|
| 827 |
+
793 train 7.566328 (lr=8.2229e-04) (hash(x)=22185099)
|
| 828 |
+
794 train 7.718136 (lr=8.1761e-04) (hash(x)=21585136)
|
| 829 |
+
795 train 7.547998 (lr=8.1294e-04) (hash(x)=27691968)
|
| 830 |
+
796 train 7.581285 (lr=8.0829e-04) (hash(x)=23706103)
|
| 831 |
+
797 train 7.433530 (lr=8.0365e-04) (hash(x)=27918030)
|
| 832 |
+
798 train 7.654036 (lr=7.9903e-04) (hash(x)=23127886)
|
| 833 |
+
799 train 7.675472 (lr=7.9443e-04) (hash(x)=26197070)
|
| 834 |
+
800 val loss 7.5837
|
| 835 |
+
800 val perplexity 1965.9525
|
| 836 |
+
800 train 7.712868 (lr=7.8984e-04) (hash(x)=26463005)
|
| 837 |
+
801 train 7.618032 (lr=7.8527e-04) (hash(x)=19160134)
|
| 838 |
+
802 train 7.571336 (lr=7.8072e-04) (hash(x)=23699136)
|
| 839 |
+
803 train 7.637867 (lr=7.7618e-04) (hash(x)=25353051)
|
| 840 |
+
804 train 7.562407 (lr=7.7167e-04) (hash(x)=21558484)
|
| 841 |
+
805 train 7.499489 (lr=7.6716e-04) (hash(x)=22828380)
|
| 842 |
+
806 train 7.604203 (lr=7.6268e-04) (hash(x)=24623811)
|
| 843 |
+
807 train 7.752641 (lr=7.5821e-04) (hash(x)=25410299)
|
| 844 |
+
808 train 7.630766 (lr=7.5376e-04) (hash(x)=26046091)
|
| 845 |
+
809 train 7.745185 (lr=7.4933e-04) (hash(x)=29887482)
|
| 846 |
+
810 train 7.502969 (lr=7.4491e-04) (hash(x)=21809706)
|
| 847 |
+
811 train 7.636881 (lr=7.4051e-04) (hash(x)=23712872)
|
| 848 |
+
812 train 7.543375 (lr=7.3613e-04) (hash(x)=25875103)
|
| 849 |
+
813 train 7.498415 (lr=7.3177e-04) (hash(x)=23736441)
|
| 850 |
+
814 train 7.582377 (lr=7.2742e-04) (hash(x)=25093883)
|
| 851 |
+
815 train 7.531278 (lr=7.2309e-04) (hash(x)=23692325)
|
| 852 |
+
816 train 7.404885 (lr=7.1878e-04) (hash(x)=23061082)
|
| 853 |
+
817 train 7.561911 (lr=7.1449e-04) (hash(x)=26094253)
|
| 854 |
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818 train 7.665705 (lr=7.1022e-04) (hash(x)=27327886)
|
| 855 |
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819 train 7.545212 (lr=7.0596e-04) (hash(x)=26186143)
|
| 856 |
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820 train 7.556739 (lr=7.0173e-04) (hash(x)=25336043)
|
| 857 |
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821 train 7.603405 (lr=6.9751e-04) (hash(x)=22811468)
|
| 858 |
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822 train 7.599870 (lr=6.9331e-04) (hash(x)=27925831)
|
| 859 |
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823 train 7.663346 (lr=6.8913e-04) (hash(x)=35528108)
|
| 860 |
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824 train 7.668353 (lr=6.8496e-04) (hash(x)=24949421)
|
| 861 |
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825 train 7.444167 (lr=6.8082e-04) (hash(x)=22845735)
|
| 862 |
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826 train 7.563560 (lr=6.7669e-04) (hash(x)=28138281)
|
| 863 |
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827 train 7.635265 (lr=6.7259e-04) (hash(x)=29038360)
|
| 864 |
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828 train 7.584367 (lr=6.6850e-04) (hash(x)=22827903)
|
| 865 |
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829 train 7.659996 (lr=6.6443e-04) (hash(x)=24647015)
|
| 866 |
+
830 train 7.558162 (lr=6.6038e-04) (hash(x)=20477804)
|
| 867 |
+
831 train 7.528037 (lr=6.5635e-04) (hash(x)=26692640)
|
| 868 |
+
832 train 7.607703 (lr=6.5234e-04) (hash(x)=27388794)
|
| 869 |
+
833 train 7.826940 (lr=6.4835e-04) (hash(x)=25265875)
|
| 870 |
+
834 train 7.535006 (lr=6.4437e-04) (hash(x)=21841888)
|
| 871 |
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835 train 7.605297 (lr=6.4042e-04) (hash(x)=19809196)
|
| 872 |
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836 train 7.667049 (lr=6.3649e-04) (hash(x)=23007945)
|
| 873 |
+
837 train 7.623643 (lr=6.3257e-04) (hash(x)=24079409)
|
| 874 |
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838 train 7.522236 (lr=6.2868e-04) (hash(x)=25874533)
|
| 875 |
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839 train 7.522948 (lr=6.2480e-04) (hash(x)=23660106)
|
| 876 |
+
840 train 7.907018 (lr=6.2095e-04) (hash(x)=41821329)
|
| 877 |
+
841 train 7.561615 (lr=6.1711e-04) (hash(x)=25763899)
|
| 878 |
+
842 train 7.421106 (lr=6.1330e-04) (hash(x)=28584111)
|
| 879 |
+
843 train 7.856364 (lr=6.0950e-04) (hash(x)=25559887)
|
| 880 |
+
844 train 7.655566 (lr=6.0573e-04) (hash(x)=26886377)
|
| 881 |
+
845 train 7.626286 (lr=6.0198e-04) (hash(x)=26461895)
|
| 882 |
+
846 train 7.669251 (lr=5.9824e-04) (hash(x)=23018827)
|
| 883 |
+
847 train 7.469522 (lr=5.9453e-04) (hash(x)=24375035)
|
| 884 |
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848 train 7.620461 (lr=5.9083e-04) (hash(x)=26431670)
|
| 885 |
+
849 train 7.517011 (lr=5.8716e-04) (hash(x)=25033511)
|
| 886 |
+
850 val loss 7.5801
|
| 887 |
+
850 val perplexity 1958.9175
|
| 888 |
+
850 train 7.634392 (lr=5.8351e-04) (hash(x)=25602577)
|
| 889 |
+
851 train 7.568806 (lr=5.7988e-04) (hash(x)=23316582)
|
| 890 |
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852 train 7.670450 (lr=5.7627e-04) (hash(x)=22470095)
|
| 891 |
+
853 train 7.558394 (lr=5.7268e-04) (hash(x)=25089202)
|
| 892 |
+
854 train 7.511643 (lr=5.6911e-04) (hash(x)=26243247)
|
| 893 |
+
855 train 7.578367 (lr=5.6556e-04) (hash(x)=22231144)
|
| 894 |
+
856 train 7.487048 (lr=5.6203e-04) (hash(x)=27646564)
|
| 895 |
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857 train 7.642085 (lr=5.5853e-04) (hash(x)=23889875)
|
| 896 |
+
858 train 7.587790 (lr=5.5504e-04) (hash(x)=25255240)
|
| 897 |
+
859 train 7.686996 (lr=5.5158e-04) (hash(x)=23883299)
|
| 898 |
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860 train 7.666602 (lr=5.4813e-04) (hash(x)=18463841)
|
| 899 |
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861 train 7.657323 (lr=5.4471e-04) (hash(x)=30657762)
|
| 900 |
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862 train 7.557819 (lr=5.4131e-04) (hash(x)=25288079)
|
| 901 |
+
863 train 7.590460 (lr=5.3793e-04) (hash(x)=28979310)
|
| 902 |
+
864 train 7.766407 (lr=5.3458e-04) (hash(x)=30254991)
|
| 903 |
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865 train 7.630762 (lr=5.3124e-04) (hash(x)=27274653)
|
| 904 |
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866 train 7.613407 (lr=5.2793e-04) (hash(x)=23026066)
|
| 905 |
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867 train 7.593307 (lr=5.2464e-04) (hash(x)=14001963)
|
| 906 |
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868 train 7.486364 (lr=5.2137e-04) (hash(x)=21988054)
|
| 907 |
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869 train 7.575457 (lr=5.1812e-04) (hash(x)=26241099)
|
| 908 |
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870 train 7.650391 (lr=5.1489e-04) (hash(x)=26209722)
|
| 909 |
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871 train 7.523965 (lr=5.1169e-04) (hash(x)=26928312)
|
| 910 |
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872 train 7.604095 (lr=5.0851e-04) (hash(x)=23563272)
|
| 911 |
+
873 train 7.540094 (lr=5.0534e-04) (hash(x)=25704828)
|
| 912 |
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874 train 7.774302 (lr=5.0221e-04) (hash(x)=22498992)
|
| 913 |
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875 train 7.929030 (lr=4.9909e-04) (hash(x)=22895918)
|
| 914 |
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876 train 7.508719 (lr=4.9600e-04) (hash(x)=24404283)
|
| 915 |
+
877 train 7.543530 (lr=4.9293e-04) (hash(x)=26663932)
|
| 916 |
+
878 train 7.675812 (lr=4.8988e-04) (hash(x)=22805316)
|
| 917 |
+
879 train 7.633501 (lr=4.8685e-04) (hash(x)=23344466)
|
| 918 |
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880 train 7.583464 (lr=4.8385e-04) (hash(x)=20966940)
|
| 919 |
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881 train 7.575173 (lr=4.8087e-04) (hash(x)=27422664)
|
| 920 |
+
882 train 7.617881 (lr=4.7791e-04) (hash(x)=22116510)
|
| 921 |
+
883 train 7.510632 (lr=4.7497e-04) (hash(x)=27269633)
|
| 922 |
+
884 train 7.618297 (lr=4.7206e-04) (hash(x)=27157711)
|
| 923 |
+
885 train 7.612289 (lr=4.6917e-04) (hash(x)=22774645)
|
| 924 |
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886 train 7.539466 (lr=4.6630e-04) (hash(x)=22143146)
|
| 925 |
+
887 train 7.556996 (lr=4.6346e-04) (hash(x)=22356438)
|
| 926 |
+
888 train 7.326814 (lr=4.6063e-04) (hash(x)=23172158)
|
| 927 |
+
889 train 7.573599 (lr=4.5783e-04) (hash(x)=26971690)
|
| 928 |
+
890 train 7.617383 (lr=4.5506e-04) (hash(x)=24851922)
|
| 929 |
+
891 train 7.450786 (lr=4.5231e-04) (hash(x)=21017641)
|
| 930 |
+
892 train 7.570150 (lr=4.4958e-04) (hash(x)=28186957)
|
| 931 |
+
893 train 7.609303 (lr=4.4687e-04) (hash(x)=25661082)
|
| 932 |
+
894 train 7.497657 (lr=4.4419e-04) (hash(x)=25462781)
|
| 933 |
+
895 train 7.464622 (lr=4.4153e-04) (hash(x)=21774374)
|
| 934 |
+
896 train 7.458701 (lr=4.3889e-04) (hash(x)=23657055)
|
| 935 |
+
897 train 7.460801 (lr=4.3628e-04) (hash(x)=23604050)
|
| 936 |
+
898 train 7.891959 (lr=4.3369e-04) (hash(x)=31534071)
|
| 937 |
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899 train 7.717073 (lr=4.3113e-04) (hash(x)=24183732)
|
| 938 |
+
900 val loss 7.5559
|
| 939 |
+
900 val perplexity 1911.9567
|
| 940 |
+
900 train 7.575482 (lr=4.2858e-04) (hash(x)=23384280)
|
| 941 |
+
901 train 7.449081 (lr=4.2607e-04) (hash(x)=21975928)
|
| 942 |
+
902 train 7.453537 (lr=4.2357e-04) (hash(x)=25281674)
|
| 943 |
+
903 train 7.428204 (lr=4.2110e-04) (hash(x)=22947712)
|
| 944 |
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904 train 7.520119 (lr=4.1865e-04) (hash(x)=24853977)
|
| 945 |
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905 train 7.559927 (lr=4.1623e-04) (hash(x)=23696470)
|
| 946 |
+
906 train 7.557965 (lr=4.1383e-04) (hash(x)=27489711)
|
| 947 |
+
907 train 7.490782 (lr=4.1146e-04) (hash(x)=28050163)
|
| 948 |
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908 train 7.388462 (lr=4.0910e-04) (hash(x)=26996807)
|
| 949 |
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909 train 7.746178 (lr=4.0678e-04) (hash(x)=28626495)
|
| 950 |
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910 train 7.473655 (lr=4.0447e-04) (hash(x)=24783242)
|
| 951 |
+
911 train 7.516463 (lr=4.0220e-04) (hash(x)=25832479)
|
| 952 |
+
912 train 7.369362 (lr=3.9994e-04) (hash(x)=23522137)
|
| 953 |
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913 train 7.667065 (lr=3.9771e-04) (hash(x)=26731973)
|
| 954 |
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914 train 7.735716 (lr=3.9550e-04) (hash(x)=26019142)
|
| 955 |
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915 train 7.519018 (lr=3.9332e-04) (hash(x)=25081877)
|
| 956 |
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916 train 7.622543 (lr=3.9116e-04) (hash(x)=23843571)
|
| 957 |
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917 train 7.629456 (lr=3.8903e-04) (hash(x)=26805739)
|
| 958 |
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918 train 7.557544 (lr=3.8692e-04) (hash(x)=27169927)
|
| 959 |
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919 train 7.578307 (lr=3.8484e-04) (hash(x)=26545491)
|
| 960 |
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920 train 7.585835 (lr=3.8277e-04) (hash(x)=25179497)
|
| 961 |
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921 train 7.531925 (lr=3.8074e-04) (hash(x)=27085003)
|
| 962 |
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922 train 7.545794 (lr=3.7873e-04) (hash(x)=24558202)
|
| 963 |
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923 train 7.684460 (lr=3.7674e-04) (hash(x)=25317684)
|
| 964 |
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924 train 7.575562 (lr=3.7478e-04) (hash(x)=27104868)
|
| 965 |
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925 train 7.608748 (lr=3.7284e-04) (hash(x)=24806274)
|
| 966 |
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926 train 7.643869 (lr=3.7093e-04) (hash(x)=24341937)
|
| 967 |
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927 train 7.459026 (lr=3.6904e-04) (hash(x)=22736558)
|
| 968 |
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928 train 7.473399 (lr=3.6718e-04) (hash(x)=23843744)
|
| 969 |
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929 train 7.598492 (lr=3.6534e-04) (hash(x)=27218468)
|
| 970 |
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930 train 7.546979 (lr=3.6353e-04) (hash(x)=26042053)
|
| 971 |
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931 train 7.545666 (lr=3.6174e-04) (hash(x)=25776082)
|
| 972 |
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932 train 7.453916 (lr=3.5998e-04) (hash(x)=21594447)
|
| 973 |
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933 train 7.492428 (lr=3.5824e-04) (hash(x)=21674469)
|
| 974 |
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934 train 7.440726 (lr=3.5653e-04) (hash(x)=26213966)
|
| 975 |
+
935 train 7.445779 (lr=3.5484e-04) (hash(x)=23770702)
|
| 976 |
+
936 train 7.526697 (lr=3.5317e-04) (hash(x)=27829878)
|
| 977 |
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937 train 7.658311 (lr=3.5154e-04) (hash(x)=29177278)
|
| 978 |
+
938 train 7.586535 (lr=3.4992e-04) (hash(x)=26020089)
|
| 979 |
+
939 train 7.482455 (lr=3.4833e-04) (hash(x)=24676475)
|
| 980 |
+
940 train 7.547410 (lr=3.4677e-04) (hash(x)=24056174)
|
| 981 |
+
941 train 7.562239 (lr=3.4523e-04) (hash(x)=21887514)
|
| 982 |
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942 train 7.560599 (lr=3.4372e-04) (hash(x)=24196100)
|
| 983 |
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943 train 7.528726 (lr=3.4224e-04) (hash(x)=25700093)
|
| 984 |
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944 train 7.639983 (lr=3.4077e-04) (hash(x)=24365834)
|
| 985 |
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945 train 7.483799 (lr=3.3934e-04) (hash(x)=25631786)
|
| 986 |
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946 train 7.597067 (lr=3.3793e-04) (hash(x)=24452345)
|
| 987 |
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947 train 7.338262 (lr=3.3654e-04) (hash(x)=21465330)
|
| 988 |
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948 train 7.463530 (lr=3.3518e-04) (hash(x)=20427493)
|
| 989 |
+
949 train 7.478971 (lr=3.3385e-04) (hash(x)=25439720)
|
| 990 |
+
950 val loss 7.5507
|
| 991 |
+
950 val perplexity 1902.1067
|
| 992 |
+
950 train 7.569454 (lr=3.3254e-04) (hash(x)=21652988)
|
| 993 |
+
951 train 7.487440 (lr=3.3125e-04) (hash(x)=22546779)
|
| 994 |
+
952 train 7.356591 (lr=3.3000e-04) (hash(x)=20855736)
|
| 995 |
+
953 train 7.552416 (lr=3.2876e-04) (hash(x)=27725873)
|
| 996 |
+
954 train 7.596039 (lr=3.2756e-04) (hash(x)=24582989)
|
| 997 |
+
955 train 7.470160 (lr=3.2638e-04) (hash(x)=24822372)
|
| 998 |
+
956 train 7.526981 (lr=3.2522e-04) (hash(x)=25624588)
|
| 999 |
+
957 train 7.484820 (lr=3.2409e-04) (hash(x)=23566489)
|
| 1000 |
+
958 train 7.676033 (lr=3.2299e-04) (hash(x)=28117387)
|
| 1001 |
+
959 train 7.465144 (lr=3.2191e-04) (hash(x)=26874283)
|
| 1002 |
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960 train 7.459832 (lr=3.2085e-04) (hash(x)=28570123)
|
| 1003 |
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961 train 7.585291 (lr=3.1983e-04) (hash(x)=24807017)
|
| 1004 |
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962 train 7.483000 (lr=3.1883e-04) (hash(x)=25189993)
|
| 1005 |
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963 train 7.610070 (lr=3.1785e-04) (hash(x)=29202226)
|
| 1006 |
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964 train 7.767408 (lr=3.1690e-04) (hash(x)=26060713)
|
| 1007 |
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965 train 7.656843 (lr=3.1598e-04) (hash(x)=23053285)
|
| 1008 |
+
966 train 7.611586 (lr=3.1508e-04) (hash(x)=21968481)
|
| 1009 |
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967 train 7.568837 (lr=3.1421e-04) (hash(x)=24492698)
|
| 1010 |
+
968 train 7.495081 (lr=3.1336e-04) (hash(x)=25760806)
|
| 1011 |
+
969 train 7.526160 (lr=3.1254e-04) (hash(x)=27417392)
|
| 1012 |
+
970 train 7.519546 (lr=3.1174e-04) (hash(x)=26767105)
|
| 1013 |
+
971 train 7.582737 (lr=3.1098e-04) (hash(x)=25117678)
|
| 1014 |
+
972 train 7.474861 (lr=3.1023e-04) (hash(x)=24233758)
|
| 1015 |
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973 train 7.535501 (lr=3.0952e-04) (hash(x)=29907634)
|
| 1016 |
+
974 train 7.345968 (lr=3.0882e-04) (hash(x)=23552436)
|
| 1017 |
+
975 train 7.648785 (lr=3.0816e-04) (hash(x)=28610406)
|
| 1018 |
+
976 train 7.514011 (lr=3.0752e-04) (hash(x)=23858212)
|
| 1019 |
+
977 train 7.408852 (lr=3.0691e-04) (hash(x)=20567764)
|
| 1020 |
+
978 train 7.444288 (lr=3.0632e-04) (hash(x)=29631106)
|
| 1021 |
+
979 train 7.406911 (lr=3.0576e-04) (hash(x)=19843564)
|
| 1022 |
+
980 train 7.523556 (lr=3.0522e-04) (hash(x)=22589891)
|
| 1023 |
+
981 train 7.322023 (lr=3.0471e-04) (hash(x)=21183943)
|
| 1024 |
+
982 train 7.495707 (lr=3.0423e-04) (hash(x)=26152241)
|
| 1025 |
+
983 train 7.508110 (lr=3.0377e-04) (hash(x)=22700785)
|
| 1026 |
+
984 train 7.718112 (lr=3.0334e-04) (hash(x)=29611280)
|
| 1027 |
+
985 train 7.834949 (lr=3.0294e-04) (hash(x)=25972823)
|
| 1028 |
+
986 train 7.513793 (lr=3.0256e-04) (hash(x)=23447782)
|
| 1029 |
+
987 train 7.493541 (lr=3.0221e-04) (hash(x)=22578453)
|
| 1030 |
+
988 train 7.471992 (lr=3.0188e-04) (hash(x)=25474622)
|
| 1031 |
+
989 train 7.565100 (lr=3.0158e-04) (hash(x)=22965762)
|
| 1032 |
+
990 train 7.571639 (lr=3.0131e-04) (hash(x)=26116321)
|
| 1033 |
+
991 train 7.477948 (lr=3.0106e-04) (hash(x)=25934549)
|
| 1034 |
+
992 train 7.412428 (lr=3.0084e-04) (hash(x)=23937495)
|
| 1035 |
+
993 train 7.553973 (lr=3.0064e-04) (hash(x)=26286442)
|
| 1036 |
+
994 train 7.786283 (lr=3.0047e-04) (hash(x)=32737711)
|
| 1037 |
+
995 train 7.436783 (lr=3.0033e-04) (hash(x)=20563613)
|
| 1038 |
+
996 train 7.675404 (lr=3.0021e-04) (hash(x)=26234770)
|
| 1039 |
+
997 train 7.592862 (lr=3.0012e-04) (hash(x)=26179422)
|
| 1040 |
+
998 train 7.542227 (lr=3.0005e-04) (hash(x)=23289651)
|
| 1041 |
+
999 val loss 7.5441
|
| 1042 |
+
999 val perplexity 1889.5862
|
| 1043 |
+
999 train 7.891490 (lr=3.0001e-04) (hash(x)=36436617)
|
lr3e-3_total_batch_size40960_seq_len512/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ee381db29b44f16f8bb9ddc6ef686ad60669169b02f5acda9188464d52d7f9a5
|
| 3 |
+
size 48156226
|
lr3e-3_total_batch_size40960_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1d96d775f617b291833bfeb2f0a7335a7cfa388a0ad2eabc0b473e73fc347e8b
|
| 3 |
+
size 71157574
|