Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size5120_seq_len128/args.json +1 -0
- lr1e-4_total_batch_size5120_seq_len128/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size5120_seq_len128/log2.txt +1043 -0
- lr1e-4_total_batch_size5120_seq_len128/model_00999.pt +3 -0
- lr1e-4_total_batch_size5120_seq_len128/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size5120_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size5120_seq_len128", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 5120, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1e-4_total_batch_size5120_seq_len128/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:60582085b67f79a59d68bfd29cd9c94a65421fc83fc6750cd587ed93c2812fa4
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size 964
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lr1e-4_total_batch_size5120_seq_len128/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.6870
|
| 3 |
+
0 val perplexity 119016.5000
|
| 4 |
+
0 train 11.683437 (lr=3.4965e-07) (hash(x)=6154740)
|
| 5 |
+
1 train 11.701447 (lr=6.9930e-07) (hash(x)=6605789)
|
| 6 |
+
2 train 11.709952 (lr=1.0490e-06) (hash(x)=6696707)
|
| 7 |
+
3 train 11.728244 (lr=1.3986e-06) (hash(x)=5113283)
|
| 8 |
+
4 train 11.673847 (lr=1.7483e-06) (hash(x)=5607069)
|
| 9 |
+
5 train 11.670259 (lr=2.0979e-06) (hash(x)=7007748)
|
| 10 |
+
6 train 11.695046 (lr=2.4476e-06) (hash(x)=7643299)
|
| 11 |
+
7 train 11.662629 (lr=2.7972e-06) (hash(x)=5534142)
|
| 12 |
+
8 train 11.666996 (lr=3.1469e-06) (hash(x)=6539293)
|
| 13 |
+
9 train 11.685373 (lr=3.4965e-06) (hash(x)=5974274)
|
| 14 |
+
10 train 11.685617 (lr=3.8462e-06) (hash(x)=7199085)
|
| 15 |
+
11 train 11.642393 (lr=4.1958e-06) (hash(x)=6763231)
|
| 16 |
+
12 train 11.633266 (lr=4.5455e-06) (hash(x)=6720398)
|
| 17 |
+
13 train 11.602768 (lr=4.8951e-06) (hash(x)=6706513)
|
| 18 |
+
14 train 11.632250 (lr=5.2448e-06) (hash(x)=5727925)
|
| 19 |
+
15 train 11.626501 (lr=5.5944e-06) (hash(x)=6328012)
|
| 20 |
+
16 train 11.565728 (lr=5.9441e-06) (hash(x)=5812722)
|
| 21 |
+
17 train 11.569908 (lr=6.2937e-06) (hash(x)=6183012)
|
| 22 |
+
18 train 11.581360 (lr=6.6434e-06) (hash(x)=5952539)
|
| 23 |
+
19 train 11.552618 (lr=6.9930e-06) (hash(x)=7052161)
|
| 24 |
+
20 train 11.499270 (lr=7.3427e-06) (hash(x)=5810871)
|
| 25 |
+
21 train 11.514858 (lr=7.6923e-06) (hash(x)=6586466)
|
| 26 |
+
22 train 11.460441 (lr=8.0420e-06) (hash(x)=5061781)
|
| 27 |
+
23 train 11.505838 (lr=8.3916e-06) (hash(x)=5556098)
|
| 28 |
+
24 train 11.504732 (lr=8.7413e-06) (hash(x)=7268535)
|
| 29 |
+
25 train 11.448575 (lr=9.0909e-06) (hash(x)=8155572)
|
| 30 |
+
26 train 11.364543 (lr=9.4406e-06) (hash(x)=5019590)
|
| 31 |
+
27 train 11.377727 (lr=9.7902e-06) (hash(x)=4696943)
|
| 32 |
+
28 train 11.318115 (lr=1.0140e-05) (hash(x)=5984010)
|
| 33 |
+
29 train 11.371592 (lr=1.0490e-05) (hash(x)=7649389)
|
| 34 |
+
30 train 11.279446 (lr=1.0839e-05) (hash(x)=6332817)
|
| 35 |
+
31 train 11.224400 (lr=1.1189e-05) (hash(x)=6219138)
|
| 36 |
+
32 train 11.282112 (lr=1.1538e-05) (hash(x)=6895681)
|
| 37 |
+
33 train 11.176207 (lr=1.1888e-05) (hash(x)=7075794)
|
| 38 |
+
34 train 11.142393 (lr=1.2238e-05) (hash(x)=5024163)
|
| 39 |
+
35 train 11.191124 (lr=1.2587e-05) (hash(x)=6049878)
|
| 40 |
+
36 train 11.158174 (lr=1.2937e-05) (hash(x)=4774943)
|
| 41 |
+
37 train 11.157990 (lr=1.3287e-05) (hash(x)=6385927)
|
| 42 |
+
38 train 11.043331 (lr=1.3636e-05) (hash(x)=5070217)
|
| 43 |
+
39 train 10.995816 (lr=1.3986e-05) (hash(x)=5491972)
|
| 44 |
+
40 train 11.010164 (lr=1.4336e-05) (hash(x)=5695751)
|
| 45 |
+
41 train 10.960633 (lr=1.4685e-05) (hash(x)=6061420)
|
| 46 |
+
42 train 10.926920 (lr=1.5035e-05) (hash(x)=7836710)
|
| 47 |
+
43 train 10.937121 (lr=1.5385e-05) (hash(x)=8075458)
|
| 48 |
+
44 train 10.776705 (lr=1.5734e-05) (hash(x)=7190584)
|
| 49 |
+
45 train 10.764411 (lr=1.6084e-05) (hash(x)=7238769)
|
| 50 |
+
46 train 10.938816 (lr=1.6434e-05) (hash(x)=4931205)
|
| 51 |
+
47 train 10.744882 (lr=1.6783e-05) (hash(x)=5917741)
|
| 52 |
+
48 train 10.701169 (lr=1.7133e-05) (hash(x)=5530785)
|
| 53 |
+
49 train 10.761693 (lr=1.7483e-05) (hash(x)=5430605)
|
| 54 |
+
50 val loss 10.7112
|
| 55 |
+
50 val perplexity 44854.2266
|
| 56 |
+
50 train 10.730789 (lr=1.7832e-05) (hash(x)=6056774)
|
| 57 |
+
51 train 10.655834 (lr=1.8182e-05) (hash(x)=5750403)
|
| 58 |
+
52 train 10.623432 (lr=1.8531e-05) (hash(x)=6187497)
|
| 59 |
+
53 train 10.626368 (lr=1.8881e-05) (hash(x)=4792640)
|
| 60 |
+
54 train 10.683257 (lr=1.9231e-05) (hash(x)=6868430)
|
| 61 |
+
55 train 10.562780 (lr=1.9580e-05) (hash(x)=6112458)
|
| 62 |
+
56 train 10.492647 (lr=1.9930e-05) (hash(x)=5523601)
|
| 63 |
+
57 train 10.492303 (lr=2.0280e-05) (hash(x)=5801122)
|
| 64 |
+
58 train 10.549990 (lr=2.0629e-05) (hash(x)=6826295)
|
| 65 |
+
59 train 10.634004 (lr=2.0979e-05) (hash(x)=5806490)
|
| 66 |
+
60 train 10.497989 (lr=2.1329e-05) (hash(x)=6223100)
|
| 67 |
+
61 train 10.451726 (lr=2.1678e-05) (hash(x)=5754140)
|
| 68 |
+
62 train 10.427583 (lr=2.2028e-05) (hash(x)=6675367)
|
| 69 |
+
63 train 10.337934 (lr=2.2378e-05) (hash(x)=6568379)
|
| 70 |
+
64 train 10.237189 (lr=2.2727e-05) (hash(x)=5648233)
|
| 71 |
+
65 train 10.362542 (lr=2.3077e-05) (hash(x)=7134932)
|
| 72 |
+
66 train 10.390593 (lr=2.3427e-05) (hash(x)=5242536)
|
| 73 |
+
67 train 10.390552 (lr=2.3776e-05) (hash(x)=7212403)
|
| 74 |
+
68 train 10.244838 (lr=2.4126e-05) (hash(x)=5342967)
|
| 75 |
+
69 train 10.368650 (lr=2.4476e-05) (hash(x)=7720703)
|
| 76 |
+
70 train 10.287737 (lr=2.4825e-05) (hash(x)=7351337)
|
| 77 |
+
71 train 10.354877 (lr=2.5175e-05) (hash(x)=7386082)
|
| 78 |
+
72 train 10.239516 (lr=2.5524e-05) (hash(x)=6931318)
|
| 79 |
+
73 train 10.259445 (lr=2.5874e-05) (hash(x)=6848513)
|
| 80 |
+
74 train 10.270724 (lr=2.6224e-05) (hash(x)=7714274)
|
| 81 |
+
75 train 10.323357 (lr=2.6573e-05) (hash(x)=6359743)
|
| 82 |
+
76 train 10.178976 (lr=2.6923e-05) (hash(x)=6801650)
|
| 83 |
+
77 train 10.155712 (lr=2.7273e-05) (hash(x)=7536538)
|
| 84 |
+
78 train 10.270412 (lr=2.7622e-05) (hash(x)=6957410)
|
| 85 |
+
79 train 10.270091 (lr=2.7972e-05) (hash(x)=6151674)
|
| 86 |
+
80 train 10.300437 (lr=2.8322e-05) (hash(x)=6033844)
|
| 87 |
+
81 train 10.200167 (lr=2.8671e-05) (hash(x)=6317099)
|
| 88 |
+
82 train 10.181614 (lr=2.9021e-05) (hash(x)=5357844)
|
| 89 |
+
83 train 10.235994 (lr=2.9371e-05) (hash(x)=7168704)
|
| 90 |
+
84 train 10.286210 (lr=2.9720e-05) (hash(x)=7157938)
|
| 91 |
+
85 train 10.205201 (lr=3.0070e-05) (hash(x)=6736092)
|
| 92 |
+
86 train 10.131433 (lr=3.0420e-05) (hash(x)=5383012)
|
| 93 |
+
87 train 10.169333 (lr=3.0769e-05) (hash(x)=7859060)
|
| 94 |
+
88 train 10.183014 (lr=3.1119e-05) (hash(x)=5869288)
|
| 95 |
+
89 train 10.185976 (lr=3.1469e-05) (hash(x)=6958223)
|
| 96 |
+
90 train 10.095232 (lr=3.1818e-05) (hash(x)=6731344)
|
| 97 |
+
91 train 10.001469 (lr=3.2168e-05) (hash(x)=6976239)
|
| 98 |
+
92 train 10.096917 (lr=3.2517e-05) (hash(x)=7769441)
|
| 99 |
+
93 train 10.089683 (lr=3.2867e-05) (hash(x)=6956845)
|
| 100 |
+
94 train 10.241543 (lr=3.3217e-05) (hash(x)=6638037)
|
| 101 |
+
95 train 10.054369 (lr=3.3566e-05) (hash(x)=6391506)
|
| 102 |
+
96 train 10.229466 (lr=3.3916e-05) (hash(x)=7319928)
|
| 103 |
+
97 train 10.216371 (lr=3.4266e-05) (hash(x)=6113701)
|
| 104 |
+
98 train 9.964349 (lr=3.4615e-05) (hash(x)=6246453)
|
| 105 |
+
99 train 10.011649 (lr=3.4965e-05) (hash(x)=5245999)
|
| 106 |
+
100 val loss 10.0697
|
| 107 |
+
100 val perplexity 23616.5293
|
| 108 |
+
100 train 10.027280 (lr=3.5315e-05) (hash(x)=6227256)
|
| 109 |
+
101 train 10.049640 (lr=3.5664e-05) (hash(x)=5774189)
|
| 110 |
+
102 train 9.972362 (lr=3.6014e-05) (hash(x)=5588220)
|
| 111 |
+
103 train 10.146553 (lr=3.6364e-05) (hash(x)=5985675)
|
| 112 |
+
104 train 9.987696 (lr=3.6713e-05) (hash(x)=6259214)
|
| 113 |
+
105 train 10.024349 (lr=3.7063e-05) (hash(x)=6451776)
|
| 114 |
+
106 train 9.835068 (lr=3.7413e-05) (hash(x)=4940406)
|
| 115 |
+
107 train 9.950304 (lr=3.7762e-05) (hash(x)=4355733)
|
| 116 |
+
108 train 9.989186 (lr=3.8112e-05) (hash(x)=6186065)
|
| 117 |
+
109 train 9.950101 (lr=3.8462e-05) (hash(x)=6669188)
|
| 118 |
+
110 train 10.549043 (lr=3.8811e-05) (hash(x)=7118997)
|
| 119 |
+
111 train 9.955672 (lr=3.9161e-05) (hash(x)=6984772)
|
| 120 |
+
112 train 9.848570 (lr=3.9510e-05) (hash(x)=6472877)
|
| 121 |
+
113 train 9.954233 (lr=3.9860e-05) (hash(x)=7440580)
|
| 122 |
+
114 train 9.993848 (lr=4.0210e-05) (hash(x)=6378428)
|
| 123 |
+
115 train 9.937982 (lr=4.0559e-05) (hash(x)=6244096)
|
| 124 |
+
116 train 9.919327 (lr=4.0909e-05) (hash(x)=9100578)
|
| 125 |
+
117 train 10.051030 (lr=4.1259e-05) (hash(x)=8381560)
|
| 126 |
+
118 train 9.919803 (lr=4.1608e-05) (hash(x)=6066072)
|
| 127 |
+
119 train 9.836422 (lr=4.1958e-05) (hash(x)=6603717)
|
| 128 |
+
120 train 9.831662 (lr=4.2308e-05) (hash(x)=5138438)
|
| 129 |
+
121 train 9.763198 (lr=4.2657e-05) (hash(x)=6437516)
|
| 130 |
+
122 train 9.866451 (lr=4.3007e-05) (hash(x)=5743807)
|
| 131 |
+
123 train 9.738591 (lr=4.3357e-05) (hash(x)=5669522)
|
| 132 |
+
124 train 9.784032 (lr=4.3706e-05) (hash(x)=5963623)
|
| 133 |
+
125 train 9.650594 (lr=4.4056e-05) (hash(x)=5505889)
|
| 134 |
+
126 train 9.820402 (lr=4.4406e-05) (hash(x)=7607512)
|
| 135 |
+
127 train 9.722525 (lr=4.4755e-05) (hash(x)=6190579)
|
| 136 |
+
128 train 9.768591 (lr=4.5105e-05) (hash(x)=7444834)
|
| 137 |
+
129 train 9.792058 (lr=4.5455e-05) (hash(x)=5153196)
|
| 138 |
+
130 train 9.740148 (lr=4.5804e-05) (hash(x)=6495326)
|
| 139 |
+
131 train 9.840230 (lr=4.6154e-05) (hash(x)=4912983)
|
| 140 |
+
132 train 9.792465 (lr=4.6503e-05) (hash(x)=7094046)
|
| 141 |
+
133 train 9.636225 (lr=4.6853e-05) (hash(x)=5109125)
|
| 142 |
+
134 train 9.517854 (lr=4.7203e-05) (hash(x)=7119136)
|
| 143 |
+
135 train 9.548765 (lr=4.7552e-05) (hash(x)=7276303)
|
| 144 |
+
136 train 9.691981 (lr=4.7902e-05) (hash(x)=9147123)
|
| 145 |
+
137 train 9.734625 (lr=4.8252e-05) (hash(x)=6645716)
|
| 146 |
+
138 train 9.683846 (lr=4.8601e-05) (hash(x)=6347875)
|
| 147 |
+
139 train 9.541714 (lr=4.8951e-05) (hash(x)=5479947)
|
| 148 |
+
140 train 9.711014 (lr=4.9301e-05) (hash(x)=5832595)
|
| 149 |
+
141 train 9.761479 (lr=4.9650e-05) (hash(x)=7850360)
|
| 150 |
+
142 train 9.923840 (lr=5.0000e-05) (hash(x)=8499683)
|
| 151 |
+
143 train 9.596619 (lr=5.0350e-05) (hash(x)=6630378)
|
| 152 |
+
144 train 9.623301 (lr=5.0699e-05) (hash(x)=5340846)
|
| 153 |
+
145 train 9.566620 (lr=5.1049e-05) (hash(x)=6295358)
|
| 154 |
+
146 train 9.618697 (lr=5.1399e-05) (hash(x)=5974729)
|
| 155 |
+
147 train 9.746862 (lr=5.1748e-05) (hash(x)=8097010)
|
| 156 |
+
148 train 9.608899 (lr=5.2098e-05) (hash(x)=6681250)
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| 157 |
+
149 train 9.489750 (lr=5.2448e-05) (hash(x)=3958188)
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150 val loss 9.4858
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| 159 |
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150 val perplexity 13171.9844
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| 160 |
+
150 train 9.503361 (lr=5.2797e-05) (hash(x)=5975539)
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151 train 10.241243 (lr=5.3147e-05) (hash(x)=9989744)
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152 train 9.823895 (lr=5.3497e-05) (hash(x)=6748487)
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153 train 9.354080 (lr=5.3846e-05) (hash(x)=6343832)
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154 train 9.317882 (lr=5.4196e-05) (hash(x)=5688949)
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155 train 9.645885 (lr=5.4545e-05) (hash(x)=6694932)
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156 train 9.402643 (lr=5.4895e-05) (hash(x)=5872835)
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157 train 9.389061 (lr=5.5245e-05) (hash(x)=6429137)
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158 train 9.419403 (lr=5.5594e-05) (hash(x)=6999390)
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159 train 9.311655 (lr=5.5944e-05) (hash(x)=6317894)
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160 train 9.195327 (lr=5.6294e-05) (hash(x)=5813657)
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161 train 9.222479 (lr=5.6643e-05) (hash(x)=5165595)
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162 train 9.235453 (lr=5.6993e-05) (hash(x)=5682633)
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163 train 9.336295 (lr=5.7343e-05) (hash(x)=5046327)
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164 train 9.483249 (lr=5.7692e-05) (hash(x)=6195808)
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165 train 9.323012 (lr=5.8042e-05) (hash(x)=7060363)
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166 train 9.237650 (lr=5.8392e-05) (hash(x)=5837126)
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167 train 9.242146 (lr=5.8741e-05) (hash(x)=7947703)
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168 train 9.013480 (lr=5.9091e-05) (hash(x)=5277865)
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169 train 9.160038 (lr=5.9441e-05) (hash(x)=5971240)
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170 train 9.020721 (lr=5.9790e-05) (hash(x)=6590408)
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171 train 9.154794 (lr=6.0140e-05) (hash(x)=5916068)
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172 train 9.153493 (lr=6.0490e-05) (hash(x)=6069727)
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173 train 9.077753 (lr=6.0839e-05) (hash(x)=7426277)
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174 train 9.255347 (lr=6.1189e-05) (hash(x)=5356513)
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175 train 9.119928 (lr=6.1538e-05) (hash(x)=5777498)
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176 train 9.203900 (lr=6.1888e-05) (hash(x)=5989756)
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177 train 9.037120 (lr=6.2238e-05) (hash(x)=6403331)
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178 train 8.950569 (lr=6.2587e-05) (hash(x)=7650667)
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179 train 8.998775 (lr=6.2937e-05) (hash(x)=5753092)
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180 train 9.054375 (lr=6.3287e-05) (hash(x)=5751457)
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181 train 8.921463 (lr=6.3636e-05) (hash(x)=5981486)
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182 train 8.962008 (lr=6.3986e-05) (hash(x)=5918229)
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183 train 9.032824 (lr=6.4336e-05) (hash(x)=7723226)
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184 train 8.977828 (lr=6.4685e-05) (hash(x)=6111721)
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185 train 8.839044 (lr=6.5035e-05) (hash(x)=6069558)
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186 train 8.906497 (lr=6.5385e-05) (hash(x)=5626336)
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187 train 9.068098 (lr=6.5734e-05) (hash(x)=7007016)
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188 train 8.816548 (lr=6.6084e-05) (hash(x)=5883013)
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189 train 8.784252 (lr=6.6434e-05) (hash(x)=5027958)
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190 train 8.892821 (lr=6.6783e-05) (hash(x)=5474948)
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191 train 8.739122 (lr=6.7133e-05) (hash(x)=6491229)
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192 train 8.831616 (lr=6.7483e-05) (hash(x)=5518341)
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193 train 8.757521 (lr=6.7832e-05) (hash(x)=7036653)
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194 train 8.837955 (lr=6.8182e-05) (hash(x)=5527616)
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195 train 8.958906 (lr=6.8531e-05) (hash(x)=6390752)
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196 train 8.809910 (lr=6.8881e-05) (hash(x)=6032557)
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197 train 9.196596 (lr=6.9231e-05) (hash(x)=7758167)
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198 train 9.086859 (lr=6.9580e-05) (hash(x)=7968070)
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199 train 8.778289 (lr=6.9930e-05) (hash(x)=6019389)
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| 210 |
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200 val loss 8.7732
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| 211 |
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200 val perplexity 6458.8569
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| 212 |
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200 train 8.906675 (lr=7.0280e-05) (hash(x)=7276744)
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| 213 |
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201 train 8.787192 (lr=7.0629e-05) (hash(x)=6503191)
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202 train 8.622018 (lr=7.0979e-05) (hash(x)=6006880)
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203 train 8.795397 (lr=7.1329e-05) (hash(x)=7662067)
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204 train 8.624496 (lr=7.1678e-05) (hash(x)=6297345)
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205 train 8.812636 (lr=7.2028e-05) (hash(x)=7901992)
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206 train 8.890238 (lr=7.2378e-05) (hash(x)=6579950)
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207 train 8.566961 (lr=7.2727e-05) (hash(x)=4648609)
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208 train 8.710080 (lr=7.3077e-05) (hash(x)=6903216)
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209 train 8.555922 (lr=7.3427e-05) (hash(x)=5897288)
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210 train 8.618887 (lr=7.3776e-05) (hash(x)=7300160)
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211 train 8.544352 (lr=7.4126e-05) (hash(x)=4725966)
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212 train 8.282263 (lr=7.4476e-05) (hash(x)=5060060)
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213 train 8.764868 (lr=7.4825e-05) (hash(x)=6243442)
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214 train 8.519241 (lr=7.5175e-05) (hash(x)=5893816)
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215 train 8.555033 (lr=7.5524e-05) (hash(x)=5558355)
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216 train 8.650086 (lr=7.5874e-05) (hash(x)=4378747)
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217 train 8.517515 (lr=7.6224e-05) (hash(x)=5400407)
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218 train 8.518856 (lr=7.6573e-05) (hash(x)=6900554)
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219 train 8.605632 (lr=7.6923e-05) (hash(x)=6524933)
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220 train 8.501142 (lr=7.7273e-05) (hash(x)=5409944)
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221 train 8.599393 (lr=7.7622e-05) (hash(x)=5889724)
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222 train 8.574244 (lr=7.7972e-05) (hash(x)=4970496)
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223 train 8.387056 (lr=7.8322e-05) (hash(x)=6369326)
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224 train 8.391987 (lr=7.8671e-05) (hash(x)=6563975)
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225 train 8.412841 (lr=7.9021e-05) (hash(x)=5911906)
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226 train 8.522840 (lr=7.9371e-05) (hash(x)=6111462)
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227 train 8.532510 (lr=7.9720e-05) (hash(x)=6022625)
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228 train 8.336929 (lr=8.0070e-05) (hash(x)=5884663)
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229 train 8.265284 (lr=8.0420e-05) (hash(x)=6584810)
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230 train 8.384203 (lr=8.0769e-05) (hash(x)=5289998)
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231 train 8.338122 (lr=8.1119e-05) (hash(x)=4906853)
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232 train 8.274113 (lr=8.1469e-05) (hash(x)=5862071)
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233 train 7.889960 (lr=8.1818e-05) (hash(x)=4564564)
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234 train 8.119931 (lr=8.2168e-05) (hash(x)=5723971)
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235 train 8.158014 (lr=8.2517e-05) (hash(x)=5589269)
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236 train 8.156556 (lr=8.2867e-05) (hash(x)=5683368)
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237 train 8.392100 (lr=8.3217e-05) (hash(x)=6969180)
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238 train 8.292452 (lr=8.3566e-05) (hash(x)=5341421)
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239 train 8.181167 (lr=8.3916e-05) (hash(x)=6437376)
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240 train 8.502455 (lr=8.4266e-05) (hash(x)=7527007)
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241 train 8.331061 (lr=8.4615e-05) (hash(x)=7116258)
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242 train 8.337444 (lr=8.4965e-05) (hash(x)=6463930)
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243 train 8.357821 (lr=8.5315e-05) (hash(x)=7304892)
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| 256 |
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244 train 8.412012 (lr=8.5664e-05) (hash(x)=5881808)
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| 257 |
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245 train 8.253085 (lr=8.6014e-05) (hash(x)=7366721)
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246 train 8.146955 (lr=8.6364e-05) (hash(x)=6457521)
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| 259 |
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247 train 8.502764 (lr=8.6713e-05) (hash(x)=7084093)
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248 train 8.349351 (lr=8.7063e-05) (hash(x)=6015300)
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| 261 |
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249 train 8.431327 (lr=8.7413e-05) (hash(x)=7197652)
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| 262 |
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250 val loss 8.1955
|
| 263 |
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250 val perplexity 3624.7493
|
| 264 |
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250 train 8.390546 (lr=8.7762e-05) (hash(x)=4830828)
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| 265 |
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251 train 8.215960 (lr=8.8112e-05) (hash(x)=5908178)
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| 266 |
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252 train 8.139013 (lr=8.8462e-05) (hash(x)=6299092)
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| 267 |
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253 train 8.064160 (lr=8.8811e-05) (hash(x)=6349974)
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| 268 |
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254 train 8.133615 (lr=8.9161e-05) (hash(x)=5641494)
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| 269 |
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255 train 8.122807 (lr=8.9510e-05) (hash(x)=7048804)
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| 270 |
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256 train 8.248555 (lr=8.9860e-05) (hash(x)=7035244)
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| 271 |
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257 train 8.048696 (lr=9.0210e-05) (hash(x)=7909039)
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| 272 |
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258 train 8.249951 (lr=9.0559e-05) (hash(x)=5470939)
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| 273 |
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259 train 8.119371 (lr=9.0909e-05) (hash(x)=6085549)
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| 274 |
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260 train 8.272176 (lr=9.1259e-05) (hash(x)=5882649)
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261 train 8.297365 (lr=9.1608e-05) (hash(x)=7463181)
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262 train 8.383703 (lr=9.1958e-05) (hash(x)=5215574)
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263 train 7.996406 (lr=9.2308e-05) (hash(x)=5752594)
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| 278 |
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264 train 8.088535 (lr=9.2657e-05) (hash(x)=6416619)
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| 279 |
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265 train 7.998667 (lr=9.3007e-05) (hash(x)=6114601)
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266 train 7.979347 (lr=9.3357e-05) (hash(x)=5646171)
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267 train 8.006567 (lr=9.3706e-05) (hash(x)=7662769)
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268 train 8.136276 (lr=9.4056e-05) (hash(x)=6394376)
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269 train 7.873127 (lr=9.4406e-05) (hash(x)=7485666)
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270 train 7.864069 (lr=9.4755e-05) (hash(x)=6636823)
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271 train 7.797162 (lr=9.5105e-05) (hash(x)=6393520)
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272 train 8.024079 (lr=9.5455e-05) (hash(x)=5235659)
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273 train 8.085794 (lr=9.5804e-05) (hash(x)=5586291)
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274 train 8.281189 (lr=9.6154e-05) (hash(x)=7034674)
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275 train 8.332518 (lr=9.6503e-05) (hash(x)=5942867)
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276 train 8.111574 (lr=9.6853e-05) (hash(x)=7812344)
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277 train 8.299762 (lr=9.7203e-05) (hash(x)=7574027)
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278 train 8.243958 (lr=9.7552e-05) (hash(x)=5960216)
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279 train 8.079975 (lr=9.7902e-05) (hash(x)=6793550)
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280 train 8.077901 (lr=9.8252e-05) (hash(x)=6879965)
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281 train 7.822279 (lr=9.8601e-05) (hash(x)=6264789)
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282 train 7.969892 (lr=9.8951e-05) (hash(x)=5175356)
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283 train 8.098160 (lr=9.9301e-05) (hash(x)=7105976)
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| 298 |
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284 train 8.095515 (lr=9.9650e-05) (hash(x)=7286386)
|
| 299 |
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285 train 8.242472 (lr=1.0000e-04) (hash(x)=7244279)
|
| 300 |
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286 train 7.910916 (lr=1.0000e-04) (hash(x)=4877247)
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| 301 |
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287 train 7.853118 (lr=1.0000e-04) (hash(x)=6581348)
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| 302 |
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288 train 7.881147 (lr=9.9998e-05) (hash(x)=6397208)
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| 303 |
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289 train 7.917977 (lr=9.9996e-05) (hash(x)=6543825)
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| 304 |
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290 train 7.710927 (lr=9.9993e-05) (hash(x)=6088993)
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| 305 |
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291 train 8.016994 (lr=9.9989e-05) (hash(x)=5555598)
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292 train 8.014889 (lr=9.9984e-05) (hash(x)=6924240)
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293 train 8.148224 (lr=9.9979e-05) (hash(x)=7254232)
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294 train 7.845081 (lr=9.9972e-05) (hash(x)=7689743)
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| 309 |
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295 train 7.818564 (lr=9.9965e-05) (hash(x)=6235837)
|
| 310 |
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296 train 7.982429 (lr=9.9956e-05) (hash(x)=5216883)
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| 311 |
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297 train 7.751475 (lr=9.9947e-05) (hash(x)=4738550)
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| 312 |
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298 train 7.825702 (lr=9.9937e-05) (hash(x)=5126918)
|
| 313 |
+
299 train 7.968163 (lr=9.9926e-05) (hash(x)=5591770)
|
| 314 |
+
300 val loss 7.9220
|
| 315 |
+
300 val perplexity 2757.2471
|
| 316 |
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300 train 8.660337 (lr=9.9915e-05) (hash(x)=8001573)
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| 317 |
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301 train 8.436928 (lr=9.9902e-05) (hash(x)=8012491)
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| 318 |
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302 train 8.200777 (lr=9.9889e-05) (hash(x)=3997428)
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303 train 7.551160 (lr=9.9874e-05) (hash(x)=7083021)
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304 train 8.138569 (lr=9.9859e-05) (hash(x)=7177371)
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305 train 7.914383 (lr=9.9843e-05) (hash(x)=6456022)
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| 322 |
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306 train 7.989046 (lr=9.9826e-05) (hash(x)=5238861)
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| 323 |
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307 train 7.977997 (lr=9.9808e-05) (hash(x)=7281348)
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| 324 |
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308 train 8.109767 (lr=9.9789e-05) (hash(x)=6848441)
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| 325 |
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309 train 8.180537 (lr=9.9770e-05) (hash(x)=7824794)
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| 326 |
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310 train 8.232085 (lr=9.9749e-05) (hash(x)=7440208)
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| 327 |
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311 train 8.076976 (lr=9.9728e-05) (hash(x)=6155821)
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| 328 |
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312 train 7.885950 (lr=9.9706e-05) (hash(x)=5350461)
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| 329 |
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313 train 8.055326 (lr=9.9683e-05) (hash(x)=7807564)
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314 train 7.882973 (lr=9.9659e-05) (hash(x)=5992165)
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| 331 |
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315 train 7.837400 (lr=9.9634e-05) (hash(x)=5736241)
|
| 332 |
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316 train 7.856054 (lr=9.9609e-05) (hash(x)=6536253)
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| 333 |
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317 train 8.031982 (lr=9.9582e-05) (hash(x)=5688415)
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| 334 |
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318 train 7.645087 (lr=9.9555e-05) (hash(x)=5839705)
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319 train 7.868800 (lr=9.9526e-05) (hash(x)=5657123)
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320 train 7.839230 (lr=9.9497e-05) (hash(x)=6354364)
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321 train 7.870350 (lr=9.9467e-05) (hash(x)=6102985)
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322 train 8.082251 (lr=9.9437e-05) (hash(x)=7161967)
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323 train 8.017052 (lr=9.9405e-05) (hash(x)=6452095)
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324 train 7.774369 (lr=9.9372e-05) (hash(x)=5547396)
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325 train 8.058315 (lr=9.9339e-05) (hash(x)=5848921)
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326 train 7.862647 (lr=9.9305e-05) (hash(x)=4890294)
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327 train 7.475873 (lr=9.9270e-05) (hash(x)=5312267)
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328 train 7.538931 (lr=9.9234e-05) (hash(x)=5348929)
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329 train 7.492502 (lr=9.9197e-05) (hash(x)=5025297)
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330 train 7.545488 (lr=9.9159e-05) (hash(x)=5670052)
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331 train 7.434057 (lr=9.9121e-05) (hash(x)=5434493)
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332 train 8.144669 (lr=9.9081e-05) (hash(x)=9122453)
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333 train 7.908087 (lr=9.9041e-05) (hash(x)=5197474)
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334 train 7.778298 (lr=9.9000e-05) (hash(x)=5550786)
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335 train 7.823593 (lr=9.8958e-05) (hash(x)=6830813)
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336 train 7.671535 (lr=9.8915e-05) (hash(x)=5258435)
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| 353 |
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337 train 7.690409 (lr=9.8872e-05) (hash(x)=5242548)
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338 train 7.586702 (lr=9.8827e-05) (hash(x)=3754886)
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| 355 |
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339 train 7.549487 (lr=9.8782e-05) (hash(x)=4752771)
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| 356 |
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340 train 7.649672 (lr=9.8736e-05) (hash(x)=5926875)
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341 train 8.062690 (lr=9.8689e-05) (hash(x)=6691249)
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342 train 7.863413 (lr=9.8641e-05) (hash(x)=7514623)
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| 359 |
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343 train 7.876762 (lr=9.8592e-05) (hash(x)=6424933)
|
| 360 |
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344 train 7.864631 (lr=9.8543e-05) (hash(x)=6347757)
|
| 361 |
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345 train 7.836298 (lr=9.8492e-05) (hash(x)=6960120)
|
| 362 |
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346 train 7.811934 (lr=9.8441e-05) (hash(x)=7597197)
|
| 363 |
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347 train 7.769913 (lr=9.8389e-05) (hash(x)=5786517)
|
| 364 |
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348 train 7.799911 (lr=9.8336e-05) (hash(x)=6424363)
|
| 365 |
+
349 train 7.890680 (lr=9.8282e-05) (hash(x)=7229689)
|
| 366 |
+
350 val loss 7.7940
|
| 367 |
+
350 val perplexity 2426.0281
|
| 368 |
+
350 train 8.014269 (lr=9.8228e-05) (hash(x)=6772284)
|
| 369 |
+
351 train 8.098228 (lr=9.8172e-05) (hash(x)=6680023)
|
| 370 |
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352 train 7.980227 (lr=9.8116e-05) (hash(x)=6218520)
|
| 371 |
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353 train 8.006706 (lr=9.8059e-05) (hash(x)=7688393)
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| 372 |
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354 train 7.874406 (lr=9.8001e-05) (hash(x)=6327977)
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| 373 |
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355 train 7.761965 (lr=9.7942e-05) (hash(x)=6474729)
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| 374 |
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356 train 7.889835 (lr=9.7882e-05) (hash(x)=6657266)
|
| 375 |
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357 train 7.922829 (lr=9.7822e-05) (hash(x)=5946650)
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| 376 |
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358 train 7.836857 (lr=9.7761e-05) (hash(x)=6734878)
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| 377 |
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359 train 7.835686 (lr=9.7699e-05) (hash(x)=7523279)
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| 378 |
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360 train 7.716060 (lr=9.7636e-05) (hash(x)=6179478)
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| 379 |
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361 train 7.728075 (lr=9.7572e-05) (hash(x)=5531605)
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| 380 |
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362 train 7.739129 (lr=9.7507e-05) (hash(x)=5844980)
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| 381 |
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363 train 7.432608 (lr=9.7442e-05) (hash(x)=5508768)
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| 382 |
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364 train 7.318184 (lr=9.7376e-05) (hash(x)=6337190)
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| 383 |
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365 train 8.728627 (lr=9.7309e-05) (hash(x)=6415982)
|
| 384 |
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366 train 7.883586 (lr=9.7241e-05) (hash(x)=6828959)
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| 385 |
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367 train 7.843473 (lr=9.7172e-05) (hash(x)=6635925)
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| 386 |
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368 train 7.591561 (lr=9.7103e-05) (hash(x)=6358540)
|
| 387 |
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369 train 7.938766 (lr=9.7032e-05) (hash(x)=5923706)
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| 388 |
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370 train 7.607249 (lr=9.6961e-05) (hash(x)=4843320)
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| 389 |
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371 train 7.866499 (lr=9.6889e-05) (hash(x)=6663801)
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| 390 |
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372 train 7.690751 (lr=9.6817e-05) (hash(x)=5583287)
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| 391 |
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373 train 7.664770 (lr=9.6743e-05) (hash(x)=6113540)
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374 train 7.785736 (lr=9.6669e-05) (hash(x)=6389936)
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375 train 7.765574 (lr=9.6593e-05) (hash(x)=5869441)
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| 394 |
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376 train 7.811047 (lr=9.6518e-05) (hash(x)=5148617)
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377 train 8.039547 (lr=9.6441e-05) (hash(x)=6913454)
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378 train 7.801489 (lr=9.6363e-05) (hash(x)=5356233)
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379 train 7.738236 (lr=9.6285e-05) (hash(x)=6698878)
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| 398 |
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380 train 7.711089 (lr=9.6206e-05) (hash(x)=6280665)
|
| 399 |
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381 train 7.931552 (lr=9.6126e-05) (hash(x)=6094899)
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| 400 |
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382 train 7.493138 (lr=9.6045e-05) (hash(x)=6249746)
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| 401 |
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383 train 7.785317 (lr=9.5963e-05) (hash(x)=6349004)
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| 402 |
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384 train 7.719461 (lr=9.5881e-05) (hash(x)=7013468)
|
| 403 |
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385 train 7.677660 (lr=9.5798e-05) (hash(x)=6045933)
|
| 404 |
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386 train 7.979627 (lr=9.5714e-05) (hash(x)=6571735)
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387 train 7.638318 (lr=9.5629e-05) (hash(x)=4986137)
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| 406 |
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388 train 7.278827 (lr=9.5544e-05) (hash(x)=5244912)
|
| 407 |
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389 train 7.655870 (lr=9.5457e-05) (hash(x)=4798229)
|
| 408 |
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390 train 7.673829 (lr=9.5370e-05) (hash(x)=5815783)
|
| 409 |
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391 train 7.500525 (lr=9.5282e-05) (hash(x)=6008454)
|
| 410 |
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392 train 7.723032 (lr=9.5194e-05) (hash(x)=6407333)
|
| 411 |
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393 train 7.604087 (lr=9.5104e-05) (hash(x)=5938362)
|
| 412 |
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394 train 7.460007 (lr=9.5014e-05) (hash(x)=6077124)
|
| 413 |
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395 train 7.752751 (lr=9.4923e-05) (hash(x)=6550770)
|
| 414 |
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396 train 7.590045 (lr=9.4831e-05) (hash(x)=6181528)
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| 415 |
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397 train 7.854177 (lr=9.4739e-05) (hash(x)=7055344)
|
| 416 |
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398 train 7.952874 (lr=9.4646e-05) (hash(x)=7689348)
|
| 417 |
+
399 train 7.888442 (lr=9.4551e-05) (hash(x)=7682741)
|
| 418 |
+
400 val loss 7.7542
|
| 419 |
+
400 val perplexity 2331.3867
|
| 420 |
+
400 train 7.715816 (lr=9.4457e-05) (hash(x)=5189401)
|
| 421 |
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401 train 7.718100 (lr=9.4361e-05) (hash(x)=7372095)
|
| 422 |
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402 train 7.801532 (lr=9.4265e-05) (hash(x)=6838219)
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| 423 |
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403 train 8.289096 (lr=9.4168e-05) (hash(x)=7892158)
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| 424 |
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404 train 7.929001 (lr=9.4070e-05) (hash(x)=5677077)
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| 425 |
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405 train 7.559111 (lr=9.3971e-05) (hash(x)=5929740)
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| 426 |
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406 train 7.702172 (lr=9.3872e-05) (hash(x)=5285055)
|
| 427 |
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407 train 7.785645 (lr=9.3772e-05) (hash(x)=7794028)
|
| 428 |
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408 train 7.894628 (lr=9.3671e-05) (hash(x)=6640802)
|
| 429 |
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409 train 7.976838 (lr=9.3569e-05) (hash(x)=6839923)
|
| 430 |
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410 train 7.442285 (lr=9.3467e-05) (hash(x)=4020997)
|
| 431 |
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411 train 7.619873 (lr=9.3364e-05) (hash(x)=7093523)
|
| 432 |
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412 train 7.896111 (lr=9.3260e-05) (hash(x)=7370045)
|
| 433 |
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413 train 7.616610 (lr=9.3155e-05) (hash(x)=5341312)
|
| 434 |
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414 train 7.655666 (lr=9.3050e-05) (hash(x)=5589312)
|
| 435 |
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415 train 8.124109 (lr=9.2944e-05) (hash(x)=6166062)
|
| 436 |
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416 train 8.038710 (lr=9.2837e-05) (hash(x)=8354149)
|
| 437 |
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417 train 7.651749 (lr=9.2729e-05) (hash(x)=5992164)
|
| 438 |
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418 train 7.653467 (lr=9.2621e-05) (hash(x)=4748657)
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| 439 |
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419 train 7.695851 (lr=9.2512e-05) (hash(x)=6645781)
|
| 440 |
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420 train 7.926841 (lr=9.2402e-05) (hash(x)=6689147)
|
| 441 |
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421 train 7.798294 (lr=9.2292e-05) (hash(x)=6207724)
|
| 442 |
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422 train 7.714084 (lr=9.2181e-05) (hash(x)=6232863)
|
| 443 |
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423 train 7.473205 (lr=9.2069e-05) (hash(x)=4811192)
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| 444 |
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424 train 7.514046 (lr=9.1956e-05) (hash(x)=6211761)
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| 445 |
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425 train 7.708770 (lr=9.1843e-05) (hash(x)=6906335)
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| 446 |
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426 train 7.632403 (lr=9.1729e-05) (hash(x)=4922365)
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| 447 |
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427 train 7.657398 (lr=9.1614e-05) (hash(x)=5970866)
|
| 448 |
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428 train 7.585715 (lr=9.1499e-05) (hash(x)=6417833)
|
| 449 |
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429 train 7.689444 (lr=9.1382e-05) (hash(x)=5238015)
|
| 450 |
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430 train 7.608083 (lr=9.1266e-05) (hash(x)=5375451)
|
| 451 |
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431 train 7.727693 (lr=9.1148e-05) (hash(x)=7822680)
|
| 452 |
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432 train 7.747825 (lr=9.1030e-05) (hash(x)=6173200)
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| 453 |
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433 train 7.512224 (lr=9.0911e-05) (hash(x)=5478019)
|
| 454 |
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434 train 7.737761 (lr=9.0791e-05) (hash(x)=5597859)
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| 455 |
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435 train 7.547593 (lr=9.0671e-05) (hash(x)=6317317)
|
| 456 |
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436 train 7.738361 (lr=9.0550e-05) (hash(x)=7120467)
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| 457 |
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437 train 7.861116 (lr=9.0428e-05) (hash(x)=5832344)
|
| 458 |
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438 train 7.749628 (lr=9.0306e-05) (hash(x)=6813802)
|
| 459 |
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439 train 7.802041 (lr=9.0182e-05) (hash(x)=6431409)
|
| 460 |
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440 train 7.864882 (lr=9.0059e-05) (hash(x)=5886861)
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| 461 |
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441 train 7.601057 (lr=8.9934e-05) (hash(x)=5900130)
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| 462 |
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442 train 7.870883 (lr=8.9809e-05) (hash(x)=6061563)
|
| 463 |
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443 train 7.814676 (lr=8.9683e-05) (hash(x)=6653337)
|
| 464 |
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444 train 7.726514 (lr=8.9557e-05) (hash(x)=6575992)
|
| 465 |
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445 train 7.722081 (lr=8.9430e-05) (hash(x)=6696784)
|
| 466 |
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446 train 7.849238 (lr=8.9302e-05) (hash(x)=6242161)
|
| 467 |
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447 train 7.708985 (lr=8.9173e-05) (hash(x)=5323032)
|
| 468 |
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448 train 7.470171 (lr=8.9044e-05) (hash(x)=6439367)
|
| 469 |
+
449 train 7.735622 (lr=8.8914e-05) (hash(x)=5372100)
|
| 470 |
+
450 val loss 7.7306
|
| 471 |
+
450 val perplexity 2277.0034
|
| 472 |
+
450 train 7.783698 (lr=8.8784e-05) (hash(x)=6344849)
|
| 473 |
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451 train 7.410220 (lr=8.8653e-05) (hash(x)=5125339)
|
| 474 |
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452 train 7.413230 (lr=8.8521e-05) (hash(x)=4876156)
|
| 475 |
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453 train 7.568225 (lr=8.8388e-05) (hash(x)=5664463)
|
| 476 |
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454 train 7.450185 (lr=8.8255e-05) (hash(x)=6010042)
|
| 477 |
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455 train 7.626992 (lr=8.8122e-05) (hash(x)=7363286)
|
| 478 |
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456 train 8.251743 (lr=8.7987e-05) (hash(x)=4873268)
|
| 479 |
+
457 train 7.974854 (lr=8.7852e-05) (hash(x)=7444468)
|
| 480 |
+
458 train 7.990011 (lr=8.7717e-05) (hash(x)=6698134)
|
| 481 |
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459 train 7.812050 (lr=8.7580e-05) (hash(x)=7670050)
|
| 482 |
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460 train 7.824468 (lr=8.7444e-05) (hash(x)=6280866)
|
| 483 |
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461 train 7.680571 (lr=8.7306e-05) (hash(x)=8189420)
|
| 484 |
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462 train 7.808397 (lr=8.7168e-05) (hash(x)=6878292)
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| 485 |
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463 train 7.528366 (lr=8.7029e-05) (hash(x)=5616075)
|
| 486 |
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464 train 7.741541 (lr=8.6890e-05) (hash(x)=5839939)
|
| 487 |
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465 train 7.601060 (lr=8.6750e-05) (hash(x)=6360924)
|
| 488 |
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466 train 8.037739 (lr=8.6609e-05) (hash(x)=6466475)
|
| 489 |
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467 train 7.803490 (lr=8.6468e-05) (hash(x)=6593764)
|
| 490 |
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468 train 8.250538 (lr=8.6326e-05) (hash(x)=7389698)
|
| 491 |
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469 train 7.926255 (lr=8.6184e-05) (hash(x)=6764377)
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| 492 |
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470 train 7.659231 (lr=8.6041e-05) (hash(x)=7293570)
|
| 493 |
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471 train 7.697008 (lr=8.5897e-05) (hash(x)=5672608)
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| 494 |
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472 train 7.512698 (lr=8.5753e-05) (hash(x)=5587975)
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| 495 |
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473 train 7.418221 (lr=8.5608e-05) (hash(x)=6985256)
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| 496 |
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474 train 8.043233 (lr=8.5462e-05) (hash(x)=6549231)
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| 497 |
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475 train 7.734573 (lr=8.5316e-05) (hash(x)=6828653)
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| 498 |
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476 train 7.555032 (lr=8.5170e-05) (hash(x)=5478970)
|
| 499 |
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477 train 7.601398 (lr=8.5022e-05) (hash(x)=5199845)
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| 500 |
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478 train 7.673420 (lr=8.4875e-05) (hash(x)=6482073)
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| 501 |
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479 train 7.771177 (lr=8.4726e-05) (hash(x)=6839867)
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| 502 |
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480 train 7.749074 (lr=8.4577e-05) (hash(x)=7073454)
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| 503 |
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481 train 8.012592 (lr=8.4428e-05) (hash(x)=6928712)
|
| 504 |
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482 train 7.745379 (lr=8.4278e-05) (hash(x)=5962982)
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483 train 7.839441 (lr=8.4127e-05) (hash(x)=8426992)
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| 506 |
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484 train 7.767354 (lr=8.3976e-05) (hash(x)=6422394)
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| 507 |
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485 train 7.709857 (lr=8.3824e-05) (hash(x)=5330355)
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| 508 |
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486 train 7.198331 (lr=8.3672e-05) (hash(x)=4111491)
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| 509 |
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487 train 7.199775 (lr=8.3519e-05) (hash(x)=4916928)
|
| 510 |
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488 train 7.381323 (lr=8.3366e-05) (hash(x)=6610244)
|
| 511 |
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489 train 7.878328 (lr=8.3212e-05) (hash(x)=7287928)
|
| 512 |
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490 train 7.772500 (lr=8.3057e-05) (hash(x)=6525083)
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| 513 |
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491 train 7.713719 (lr=8.2902e-05) (hash(x)=6484050)
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| 514 |
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492 train 7.876857 (lr=8.2746e-05) (hash(x)=6573424)
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| 515 |
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493 train 7.725871 (lr=8.2590e-05) (hash(x)=5062850)
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| 516 |
+
494 train 7.698461 (lr=8.2434e-05) (hash(x)=6215995)
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| 517 |
+
495 train 7.842815 (lr=8.2276e-05) (hash(x)=8353379)
|
| 518 |
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496 train 7.717014 (lr=8.2119e-05) (hash(x)=6344823)
|
| 519 |
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497 train 7.685719 (lr=8.1960e-05) (hash(x)=6805358)
|
| 520 |
+
498 train 7.570426 (lr=8.1801e-05) (hash(x)=6018070)
|
| 521 |
+
499 train 7.869565 (lr=8.1642e-05) (hash(x)=6552510)
|
| 522 |
+
500 val loss 7.7081
|
| 523 |
+
500 val perplexity 2226.3865
|
| 524 |
+
500 train 7.613410 (lr=8.1482e-05) (hash(x)=7218108)
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| 525 |
+
501 train 7.810271 (lr=8.1322e-05) (hash(x)=5105545)
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| 526 |
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502 train 7.785931 (lr=8.1161e-05) (hash(x)=5997860)
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| 527 |
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503 train 7.608711 (lr=8.1000e-05) (hash(x)=4838871)
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| 528 |
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504 train 7.655112 (lr=8.0838e-05) (hash(x)=7105888)
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| 529 |
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505 train 7.966247 (lr=8.0676e-05) (hash(x)=5945286)
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| 530 |
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506 train 7.205777 (lr=8.0513e-05) (hash(x)=4381720)
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| 531 |
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507 train 6.874617 (lr=8.0349e-05) (hash(x)=3021697)
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| 532 |
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508 train 7.268000 (lr=8.0186e-05) (hash(x)=6826973)
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| 533 |
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509 train 7.836849 (lr=8.0021e-05) (hash(x)=6443070)
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| 534 |
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510 train 7.521781 (lr=7.9856e-05) (hash(x)=5520637)
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| 535 |
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511 train 7.794570 (lr=7.9691e-05) (hash(x)=6795665)
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| 536 |
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512 train 7.568655 (lr=7.9525e-05) (hash(x)=6063891)
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| 537 |
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513 train 8.054665 (lr=7.9359e-05) (hash(x)=7683068)
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| 538 |
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514 train 7.362846 (lr=7.9192e-05) (hash(x)=5526694)
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| 539 |
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515 train 7.402991 (lr=7.9025e-05) (hash(x)=5486935)
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| 540 |
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516 train 7.765610 (lr=7.8858e-05) (hash(x)=6002252)
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| 541 |
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517 train 7.711968 (lr=7.8689e-05) (hash(x)=6115232)
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518 train 8.046393 (lr=7.8521e-05) (hash(x)=9039136)
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| 543 |
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519 train 7.657831 (lr=7.8352e-05) (hash(x)=6678038)
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| 544 |
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520 train 7.828762 (lr=7.8182e-05) (hash(x)=5383926)
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| 545 |
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521 train 7.897987 (lr=7.8012e-05) (hash(x)=5747629)
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| 546 |
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522 train 7.736970 (lr=7.7842e-05) (hash(x)=7090040)
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| 547 |
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523 train 7.949093 (lr=7.7671e-05) (hash(x)=6657714)
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524 train 7.643119 (lr=7.7500e-05) (hash(x)=5414034)
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525 train 7.693629 (lr=7.7328e-05) (hash(x)=6190642)
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526 train 7.842270 (lr=7.7156e-05) (hash(x)=7431177)
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527 train 7.730779 (lr=7.6984e-05) (hash(x)=6112215)
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528 train 7.853877 (lr=7.6811e-05) (hash(x)=6785874)
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529 train 7.589388 (lr=7.6637e-05) (hash(x)=7314989)
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530 train 7.801018 (lr=7.6463e-05) (hash(x)=6222614)
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531 train 7.891786 (lr=7.6289e-05) (hash(x)=8353143)
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532 train 7.970550 (lr=7.6115e-05) (hash(x)=6752498)
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533 train 7.723977 (lr=7.5940e-05) (hash(x)=5912570)
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| 558 |
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534 train 7.863116 (lr=7.5764e-05) (hash(x)=5621785)
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| 559 |
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535 train 7.752716 (lr=7.5588e-05) (hash(x)=5915361)
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| 560 |
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536 train 7.621918 (lr=7.5412e-05) (hash(x)=6853672)
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537 train 7.591694 (lr=7.5235e-05) (hash(x)=6369494)
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538 train 7.747393 (lr=7.5058e-05) (hash(x)=6039652)
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| 563 |
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539 train 7.885455 (lr=7.4881e-05) (hash(x)=6254885)
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540 train 7.738880 (lr=7.4703e-05) (hash(x)=5829860)
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541 train 7.638913 (lr=7.4525e-05) (hash(x)=5425120)
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542 train 7.413933 (lr=7.4346e-05) (hash(x)=5209746)
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| 567 |
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543 train 8.018750 (lr=7.4167e-05) (hash(x)=5771588)
|
| 568 |
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544 train 7.726708 (lr=7.3988e-05) (hash(x)=8298790)
|
| 569 |
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545 train 7.790674 (lr=7.3808e-05) (hash(x)=6763967)
|
| 570 |
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546 train 7.749174 (lr=7.3628e-05) (hash(x)=4882397)
|
| 571 |
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547 train 7.528704 (lr=7.3448e-05) (hash(x)=5561507)
|
| 572 |
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548 train 7.541356 (lr=7.3267e-05) (hash(x)=5762755)
|
| 573 |
+
549 train 7.650998 (lr=7.3086e-05) (hash(x)=7081151)
|
| 574 |
+
550 val loss 7.6997
|
| 575 |
+
550 val perplexity 2207.7559
|
| 576 |
+
550 train 7.585122 (lr=7.2904e-05) (hash(x)=5047520)
|
| 577 |
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599 train 7.737425 (lr=6.3658e-05) (hash(x)=7295165)
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600 val loss 7.6890
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| 627 |
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600 val perplexity 2184.2615
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| 628 |
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600 train 7.711761 (lr=6.3463e-05) (hash(x)=6034549)
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607 train 7.585926 (lr=6.2098e-05) (hash(x)=6267424)
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616 train 7.705128 (lr=6.0333e-05) (hash(x)=5955026)
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617 train 7.816060 (lr=6.0137e-05) (hash(x)=8617707)
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618 train 7.658469 (lr=5.9940e-05) (hash(x)=5159401)
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619 train 7.656473 (lr=5.9743e-05) (hash(x)=6420820)
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620 train 7.637937 (lr=5.9546e-05) (hash(x)=6628863)
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622 train 7.787798 (lr=5.9152e-05) (hash(x)=5248645)
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624 train 8.214602 (lr=5.8758e-05) (hash(x)=6989704)
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626 train 7.568751 (lr=5.8363e-05) (hash(x)=6367688)
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627 train 7.669050 (lr=5.8165e-05) (hash(x)=7889849)
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628 train 7.845494 (lr=5.7968e-05) (hash(x)=7334719)
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629 train 7.970498 (lr=5.7770e-05) (hash(x)=6141721)
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630 train 8.756197 (lr=5.7573e-05) (hash(x)=5056572)
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631 train 8.171079 (lr=5.7375e-05) (hash(x)=6040077)
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632 train 8.286074 (lr=5.7177e-05) (hash(x)=6866651)
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633 train 8.559497 (lr=5.6979e-05) (hash(x)=6155449)
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634 train 8.099715 (lr=5.6782e-05) (hash(x)=6690174)
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635 train 7.738471 (lr=5.6584e-05) (hash(x)=5652497)
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638 train 7.666307 (lr=5.5990e-05) (hash(x)=5973636)
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639 train 7.713588 (lr=5.5792e-05) (hash(x)=7130251)
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| 668 |
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640 train 7.487885 (lr=5.5594e-05) (hash(x)=7503390)
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641 train 7.570742 (lr=5.5396e-05) (hash(x)=5927461)
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642 train 7.720950 (lr=5.5198e-05) (hash(x)=6196741)
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643 train 7.651439 (lr=5.5000e-05) (hash(x)=6610177)
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644 train 7.636801 (lr=5.4802e-05) (hash(x)=6635147)
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645 train 7.853774 (lr=5.4604e-05) (hash(x)=7277580)
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646 train 7.475645 (lr=5.4406e-05) (hash(x)=5050080)
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647 train 7.577787 (lr=5.4208e-05) (hash(x)=6508350)
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648 train 7.780419 (lr=5.4010e-05) (hash(x)=5276338)
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| 677 |
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649 train 7.911895 (lr=5.3812e-05) (hash(x)=6536034)
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| 678 |
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650 val loss 7.6984
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| 679 |
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650 val perplexity 2204.8533
|
| 680 |
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650 train 7.729506 (lr=5.3614e-05) (hash(x)=6944772)
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651 train 7.770952 (lr=5.3416e-05) (hash(x)=6994983)
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652 train 7.728178 (lr=5.3218e-05) (hash(x)=7172017)
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653 train 7.808686 (lr=5.3021e-05) (hash(x)=8700721)
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655 train 7.640214 (lr=5.2625e-05) (hash(x)=5859576)
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656 train 7.339822 (lr=5.2427e-05) (hash(x)=5899275)
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657 train 7.283192 (lr=5.2230e-05) (hash(x)=5264962)
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658 train 7.082268 (lr=5.2032e-05) (hash(x)=5679861)
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659 train 7.507595 (lr=5.1835e-05) (hash(x)=5487065)
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662 train 7.696978 (lr=5.1242e-05) (hash(x)=5883465)
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663 train 7.491001 (lr=5.1045e-05) (hash(x)=4892065)
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664 train 7.333651 (lr=5.0848e-05) (hash(x)=5858782)
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665 train 7.625510 (lr=5.0651e-05) (hash(x)=5489496)
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666 train 7.312204 (lr=5.0454e-05) (hash(x)=4485195)
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667 train 7.345871 (lr=5.0257e-05) (hash(x)=4933674)
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668 train 7.596763 (lr=5.0060e-05) (hash(x)=5746292)
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669 train 7.627125 (lr=4.9863e-05) (hash(x)=7021003)
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670 train 7.782218 (lr=4.9667e-05) (hash(x)=5876710)
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671 train 7.816663 (lr=4.9470e-05) (hash(x)=7317289)
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673 train 7.732220 (lr=4.9077e-05) (hash(x)=7869305)
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674 train 7.803168 (lr=4.8881e-05) (hash(x)=6611408)
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675 train 7.777740 (lr=4.8685e-05) (hash(x)=6811522)
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676 train 7.734209 (lr=4.8489e-05) (hash(x)=6704714)
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677 train 7.608278 (lr=4.8293e-05) (hash(x)=6601423)
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678 train 7.853662 (lr=4.8097e-05) (hash(x)=6726071)
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679 train 7.316934 (lr=4.7902e-05) (hash(x)=5510218)
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680 train 8.074477 (lr=4.7706e-05) (hash(x)=7950952)
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681 train 7.799041 (lr=4.7511e-05) (hash(x)=7180298)
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682 train 7.601662 (lr=4.7316e-05) (hash(x)=6068813)
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683 train 7.742239 (lr=4.7121e-05) (hash(x)=7304235)
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684 train 7.781285 (lr=4.6926e-05) (hash(x)=7441806)
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685 train 7.889324 (lr=4.6731e-05) (hash(x)=8111920)
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686 train 8.512427 (lr=4.6537e-05) (hash(x)=6222783)
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687 train 7.731240 (lr=4.6342e-05) (hash(x)=6752265)
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688 train 7.533483 (lr=4.6148e-05) (hash(x)=6147634)
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689 train 7.610834 (lr=4.5954e-05) (hash(x)=6788720)
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690 train 7.751420 (lr=4.5760e-05) (hash(x)=6413518)
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691 train 7.633505 (lr=4.5567e-05) (hash(x)=5994476)
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692 train 7.560313 (lr=4.5373e-05) (hash(x)=5462082)
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693 train 7.555311 (lr=4.5180e-05) (hash(x)=5862533)
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694 train 7.709771 (lr=4.4987e-05) (hash(x)=7132796)
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695 train 7.610755 (lr=4.4794e-05) (hash(x)=6530867)
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696 train 7.685654 (lr=4.4601e-05) (hash(x)=7932207)
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697 train 7.625782 (lr=4.4408e-05) (hash(x)=5914734)
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698 train 7.803936 (lr=4.4216e-05) (hash(x)=6361594)
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699 train 7.764895 (lr=4.4024e-05) (hash(x)=5746260)
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| 730 |
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700 val loss 7.6638
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| 731 |
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700 val perplexity 2129.7861
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| 732 |
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700 train 7.706650 (lr=4.3832e-05) (hash(x)=7065743)
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701 train 7.621795 (lr=4.3640e-05) (hash(x)=6856097)
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702 train 7.692538 (lr=4.3449e-05) (hash(x)=7588648)
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703 train 7.595893 (lr=4.3258e-05) (hash(x)=5790078)
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704 train 7.640171 (lr=4.3067e-05) (hash(x)=6069422)
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709 train 7.526407 (lr=4.2115e-05) (hash(x)=6156715)
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711 train 7.952781 (lr=4.1736e-05) (hash(x)=7614023)
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749 train 7.602235 (lr=3.4765e-05) (hash(x)=5774172)
|
| 782 |
+
750 val loss 7.6545
|
| 783 |
+
750 val perplexity 2110.0444
|
| 784 |
+
750 train 7.760481 (lr=3.4588e-05) (hash(x)=5327301)
|
| 785 |
+
751 train 7.520357 (lr=3.4412e-05) (hash(x)=5676768)
|
| 786 |
+
752 train 7.231507 (lr=3.4236e-05) (hash(x)=4823304)
|
| 787 |
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753 train 7.352864 (lr=3.4060e-05) (hash(x)=6443895)
|
| 788 |
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754 train 8.174284 (lr=3.3885e-05) (hash(x)=8032890)
|
| 789 |
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755 train 8.235389 (lr=3.3711e-05) (hash(x)=6090561)
|
| 790 |
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756 train 7.558037 (lr=3.3537e-05) (hash(x)=4514262)
|
| 791 |
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757 train 8.027495 (lr=3.3363e-05) (hash(x)=7788628)
|
| 792 |
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758 train 7.949027 (lr=3.3189e-05) (hash(x)=7239456)
|
| 793 |
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759 train 7.990885 (lr=3.3016e-05) (hash(x)=5863092)
|
| 794 |
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760 train 7.653976 (lr=3.2844e-05) (hash(x)=5572628)
|
| 795 |
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761 train 7.734884 (lr=3.2672e-05) (hash(x)=7141354)
|
| 796 |
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762 train 7.957465 (lr=3.2500e-05) (hash(x)=7272638)
|
| 797 |
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763 train 7.783489 (lr=3.2329e-05) (hash(x)=7201312)
|
| 798 |
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764 train 7.811661 (lr=3.2158e-05) (hash(x)=6015388)
|
| 799 |
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765 train 7.886372 (lr=3.1988e-05) (hash(x)=6414278)
|
| 800 |
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766 train 7.633945 (lr=3.1818e-05) (hash(x)=7137466)
|
| 801 |
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767 train 8.201916 (lr=3.1648e-05) (hash(x)=7019489)
|
| 802 |
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768 train 7.759357 (lr=3.1479e-05) (hash(x)=7233453)
|
| 803 |
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769 train 7.522752 (lr=3.1311e-05) (hash(x)=7914626)
|
| 804 |
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770 train 7.609814 (lr=3.1142e-05) (hash(x)=5764080)
|
| 805 |
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771 train 7.635783 (lr=3.0975e-05) (hash(x)=6225608)
|
| 806 |
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772 train 7.734044 (lr=3.0808e-05) (hash(x)=8097255)
|
| 807 |
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773 train 7.732870 (lr=3.0641e-05) (hash(x)=5998078)
|
| 808 |
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774 train 7.850370 (lr=3.0475e-05) (hash(x)=5416254)
|
| 809 |
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775 train 7.552961 (lr=3.0309e-05) (hash(x)=5483019)
|
| 810 |
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776 train 7.372802 (lr=3.0144e-05) (hash(x)=4702208)
|
| 811 |
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777 train 7.677642 (lr=2.9979e-05) (hash(x)=5911642)
|
| 812 |
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778 train 7.721630 (lr=2.9814e-05) (hash(x)=6132487)
|
| 813 |
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779 train 7.863702 (lr=2.9651e-05) (hash(x)=5903258)
|
| 814 |
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780 train 7.791454 (lr=2.9487e-05) (hash(x)=7915382)
|
| 815 |
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781 train 7.794741 (lr=2.9324e-05) (hash(x)=5632006)
|
| 816 |
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782 train 7.588705 (lr=2.9162e-05) (hash(x)=6518211)
|
| 817 |
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783 train 7.669781 (lr=2.9000e-05) (hash(x)=5968716)
|
| 818 |
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784 train 7.795304 (lr=2.8839e-05) (hash(x)=7344525)
|
| 819 |
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785 train 7.686398 (lr=2.8678e-05) (hash(x)=6401968)
|
| 820 |
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786 train 7.613751 (lr=2.8518e-05) (hash(x)=6276127)
|
| 821 |
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787 train 7.730937 (lr=2.8358e-05) (hash(x)=5778017)
|
| 822 |
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788 train 7.252354 (lr=2.8199e-05) (hash(x)=5387306)
|
| 823 |
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789 train 7.197388 (lr=2.8040e-05) (hash(x)=5772567)
|
| 824 |
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790 train 7.442766 (lr=2.7881e-05) (hash(x)=6383748)
|
| 825 |
+
791 train 7.766801 (lr=2.7724e-05) (hash(x)=7780194)
|
| 826 |
+
792 train 7.635818 (lr=2.7566e-05) (hash(x)=7119030)
|
| 827 |
+
793 train 7.758094 (lr=2.7410e-05) (hash(x)=6424771)
|
| 828 |
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794 train 7.568174 (lr=2.7254e-05) (hash(x)=6540151)
|
| 829 |
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795 train 7.543458 (lr=2.7098e-05) (hash(x)=6140998)
|
| 830 |
+
796 train 7.627117 (lr=2.6943e-05) (hash(x)=6208271)
|
| 831 |
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797 train 7.481494 (lr=2.6788e-05) (hash(x)=7859566)
|
| 832 |
+
798 train 8.071901 (lr=2.6634e-05) (hash(x)=7064477)
|
| 833 |
+
799 train 7.316650 (lr=2.6481e-05) (hash(x)=3784321)
|
| 834 |
+
800 val loss 7.6390
|
| 835 |
+
800 val perplexity 2077.7373
|
| 836 |
+
800 train 7.613373 (lr=2.6328e-05) (hash(x)=4472758)
|
| 837 |
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801 train 7.556256 (lr=2.6176e-05) (hash(x)=5557891)
|
| 838 |
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802 train 7.718231 (lr=2.6024e-05) (hash(x)=7969325)
|
| 839 |
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803 train 7.744553 (lr=2.5873e-05) (hash(x)=5860821)
|
| 840 |
+
804 train 7.752196 (lr=2.5722e-05) (hash(x)=6750848)
|
| 841 |
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805 train 7.675200 (lr=2.5572e-05) (hash(x)=5674826)
|
| 842 |
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806 train 7.464351 (lr=2.5423e-05) (hash(x)=5529163)
|
| 843 |
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807 train 7.904300 (lr=2.5274e-05) (hash(x)=7774109)
|
| 844 |
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808 train 7.645289 (lr=2.5125e-05) (hash(x)=6762509)
|
| 845 |
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809 train 7.755661 (lr=2.4978e-05) (hash(x)=5466449)
|
| 846 |
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810 train 7.614519 (lr=2.4830e-05) (hash(x)=7046935)
|
| 847 |
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811 train 8.423788 (lr=2.4684e-05) (hash(x)=7997664)
|
| 848 |
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812 train 7.802542 (lr=2.4538e-05) (hash(x)=6882594)
|
| 849 |
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813 train 7.975195 (lr=2.4392e-05) (hash(x)=7006517)
|
| 850 |
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814 train 7.828537 (lr=2.4247e-05) (hash(x)=6832530)
|
| 851 |
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815 train 7.666993 (lr=2.4103e-05) (hash(x)=6576749)
|
| 852 |
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816 train 7.767770 (lr=2.3959e-05) (hash(x)=8276629)
|
| 853 |
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817 train 7.544612 (lr=2.3816e-05) (hash(x)=6896198)
|
| 854 |
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818 train 7.764786 (lr=2.3674e-05) (hash(x)=5829252)
|
| 855 |
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819 train 7.943740 (lr=2.3532e-05) (hash(x)=7266655)
|
| 856 |
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820 train 7.644639 (lr=2.3391e-05) (hash(x)=6015975)
|
| 857 |
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821 train 7.643714 (lr=2.3250e-05) (hash(x)=5696696)
|
| 858 |
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822 train 7.653847 (lr=2.3110e-05) (hash(x)=5411666)
|
| 859 |
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823 train 7.917379 (lr=2.2971e-05) (hash(x)=7072404)
|
| 860 |
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824 train 7.545630 (lr=2.2832e-05) (hash(x)=4910095)
|
| 861 |
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825 train 7.676866 (lr=2.2694e-05) (hash(x)=6590657)
|
| 862 |
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826 train 7.625092 (lr=2.2556e-05) (hash(x)=7665574)
|
| 863 |
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827 train 7.653700 (lr=2.2420e-05) (hash(x)=6626459)
|
| 864 |
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828 train 7.692810 (lr=2.2283e-05) (hash(x)=6731971)
|
| 865 |
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829 train 7.697874 (lr=2.2148e-05) (hash(x)=5644977)
|
| 866 |
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830 train 7.651792 (lr=2.2013e-05) (hash(x)=6238654)
|
| 867 |
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831 train 7.536035 (lr=2.1878e-05) (hash(x)=6556025)
|
| 868 |
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832 train 7.869701 (lr=2.1745e-05) (hash(x)=7175563)
|
| 869 |
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833 train 7.747357 (lr=2.1612e-05) (hash(x)=6407492)
|
| 870 |
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834 train 7.547194 (lr=2.1479e-05) (hash(x)=4934335)
|
| 871 |
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835 train 7.569844 (lr=2.1347e-05) (hash(x)=5942129)
|
| 872 |
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836 train 7.612617 (lr=2.1216e-05) (hash(x)=5995643)
|
| 873 |
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837 train 7.668581 (lr=2.1086e-05) (hash(x)=6012163)
|
| 874 |
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838 train 7.780588 (lr=2.0956e-05) (hash(x)=8464831)
|
| 875 |
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839 train 8.026137 (lr=2.0827e-05) (hash(x)=7325027)
|
| 876 |
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840 train 7.866978 (lr=2.0698e-05) (hash(x)=6785865)
|
| 877 |
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841 train 7.787920 (lr=2.0570e-05) (hash(x)=4425520)
|
| 878 |
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842 train 7.563994 (lr=2.0443e-05) (hash(x)=5388267)
|
| 879 |
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843 train 7.843695 (lr=2.0317e-05) (hash(x)=7322467)
|
| 880 |
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844 train 7.630819 (lr=2.0191e-05) (hash(x)=6681766)
|
| 881 |
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845 train 7.707881 (lr=2.0066e-05) (hash(x)=7482800)
|
| 882 |
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846 train 7.641542 (lr=1.9941e-05) (hash(x)=5554493)
|
| 883 |
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847 train 7.844727 (lr=1.9818e-05) (hash(x)=6373412)
|
| 884 |
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848 train 7.224220 (lr=1.9694e-05) (hash(x)=5117517)
|
| 885 |
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849 train 7.511316 (lr=1.9572e-05) (hash(x)=6981426)
|
| 886 |
+
850 val loss 7.6332
|
| 887 |
+
850 val perplexity 2065.5840
|
| 888 |
+
850 train 7.484658 (lr=1.9450e-05) (hash(x)=6886188)
|
| 889 |
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851 train 7.703585 (lr=1.9329e-05) (hash(x)=7332255)
|
| 890 |
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852 train 7.701629 (lr=1.9209e-05) (hash(x)=6172042)
|
| 891 |
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853 train 7.831582 (lr=1.9089e-05) (hash(x)=5930894)
|
| 892 |
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854 train 7.905203 (lr=1.8970e-05) (hash(x)=7448958)
|
| 893 |
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855 train 7.657560 (lr=1.8852e-05) (hash(x)=5262868)
|
| 894 |
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856 train 7.558040 (lr=1.8734e-05) (hash(x)=5558427)
|
| 895 |
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857 train 7.450369 (lr=1.8618e-05) (hash(x)=5585769)
|
| 896 |
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858 train 7.357178 (lr=1.8501e-05) (hash(x)=5838081)
|
| 897 |
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859 train 7.494993 (lr=1.8386e-05) (hash(x)=5688247)
|
| 898 |
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860 train 7.639703 (lr=1.8271e-05) (hash(x)=5162020)
|
| 899 |
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861 train 7.808998 (lr=1.8157e-05) (hash(x)=7462079)
|
| 900 |
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862 train 7.657056 (lr=1.8044e-05) (hash(x)=6516108)
|
| 901 |
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863 train 7.453790 (lr=1.7931e-05) (hash(x)=8055563)
|
| 902 |
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864 train 7.650894 (lr=1.7819e-05) (hash(x)=6271901)
|
| 903 |
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865 train 7.700618 (lr=1.7708e-05) (hash(x)=6221701)
|
| 904 |
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866 train 7.671622 (lr=1.7598e-05) (hash(x)=5772861)
|
| 905 |
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867 train 7.663960 (lr=1.7488e-05) (hash(x)=5352405)
|
| 906 |
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868 train 7.704040 (lr=1.7379e-05) (hash(x)=6111630)
|
| 907 |
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869 train 7.744565 (lr=1.7271e-05) (hash(x)=6730666)
|
| 908 |
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870 train 7.905500 (lr=1.7163e-05) (hash(x)=8698315)
|
| 909 |
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871 train 7.582049 (lr=1.7056e-05) (hash(x)=5932790)
|
| 910 |
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872 train 7.950242 (lr=1.6950e-05) (hash(x)=8099892)
|
| 911 |
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873 train 7.608383 (lr=1.6845e-05) (hash(x)=6223114)
|
| 912 |
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874 train 7.724115 (lr=1.6740e-05) (hash(x)=5798363)
|
| 913 |
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875 train 7.578392 (lr=1.6636e-05) (hash(x)=6249312)
|
| 914 |
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876 train 7.691341 (lr=1.6533e-05) (hash(x)=6929692)
|
| 915 |
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877 train 7.779414 (lr=1.6431e-05) (hash(x)=7242827)
|
| 916 |
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878 train 7.549809 (lr=1.6329e-05) (hash(x)=6332123)
|
| 917 |
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879 train 7.446431 (lr=1.6228e-05) (hash(x)=5680154)
|
| 918 |
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880 train 7.861735 (lr=1.6128e-05) (hash(x)=6352331)
|
| 919 |
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881 train 7.642223 (lr=1.6029e-05) (hash(x)=6332332)
|
| 920 |
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882 train 7.739895 (lr=1.5930e-05) (hash(x)=6180674)
|
| 921 |
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883 train 7.662111 (lr=1.5832e-05) (hash(x)=8156280)
|
| 922 |
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884 train 7.728573 (lr=1.5735e-05) (hash(x)=5874247)
|
| 923 |
+
885 train 7.646024 (lr=1.5639e-05) (hash(x)=6659781)
|
| 924 |
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886 train 7.771195 (lr=1.5543e-05) (hash(x)=5780147)
|
| 925 |
+
887 train 7.569872 (lr=1.5449e-05) (hash(x)=5914217)
|
| 926 |
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888 train 7.413466 (lr=1.5354e-05) (hash(x)=5411762)
|
| 927 |
+
889 train 7.716517 (lr=1.5261e-05) (hash(x)=6714110)
|
| 928 |
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890 train 7.399083 (lr=1.5169e-05) (hash(x)=5999685)
|
| 929 |
+
891 train 7.613256 (lr=1.5077e-05) (hash(x)=7120215)
|
| 930 |
+
892 train 7.865321 (lr=1.4986e-05) (hash(x)=6546587)
|
| 931 |
+
893 train 7.609962 (lr=1.4896e-05) (hash(x)=6593413)
|
| 932 |
+
894 train 7.720051 (lr=1.4806e-05) (hash(x)=6369927)
|
| 933 |
+
895 train 7.619521 (lr=1.4718e-05) (hash(x)=6424128)
|
| 934 |
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896 train 7.580497 (lr=1.4630e-05) (hash(x)=5736158)
|
| 935 |
+
897 train 7.386103 (lr=1.4543e-05) (hash(x)=5903043)
|
| 936 |
+
898 train 7.520309 (lr=1.4456e-05) (hash(x)=4419128)
|
| 937 |
+
899 train 7.322476 (lr=1.4371e-05) (hash(x)=4390027)
|
| 938 |
+
900 val loss 7.6208
|
| 939 |
+
900 val perplexity 2040.2112
|
| 940 |
+
900 train 7.581107 (lr=1.4286e-05) (hash(x)=6728135)
|
| 941 |
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901 train 7.679765 (lr=1.4202e-05) (hash(x)=6945760)
|
| 942 |
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902 train 7.662554 (lr=1.4119e-05) (hash(x)=6081534)
|
| 943 |
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903 train 7.731725 (lr=1.4037e-05) (hash(x)=7804089)
|
| 944 |
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904 train 7.752877 (lr=1.3955e-05) (hash(x)=6225832)
|
| 945 |
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905 train 7.814371 (lr=1.3874e-05) (hash(x)=6273417)
|
| 946 |
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906 train 7.853147 (lr=1.3794e-05) (hash(x)=7775633)
|
| 947 |
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907 train 7.828918 (lr=1.3715e-05) (hash(x)=7130267)
|
| 948 |
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908 train 7.610059 (lr=1.3637e-05) (hash(x)=6554076)
|
| 949 |
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909 train 7.722689 (lr=1.3559e-05) (hash(x)=6140697)
|
| 950 |
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910 train 7.545349 (lr=1.3482e-05) (hash(x)=6128181)
|
| 951 |
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911 train 7.611325 (lr=1.3407e-05) (hash(x)=6490149)
|
| 952 |
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912 train 7.206694 (lr=1.3331e-05) (hash(x)=5422426)
|
| 953 |
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913 train 7.624938 (lr=1.3257e-05) (hash(x)=4847733)
|
| 954 |
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914 train 7.637171 (lr=1.3183e-05) (hash(x)=6349747)
|
| 955 |
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915 train 7.892220 (lr=1.3111e-05) (hash(x)=9276378)
|
| 956 |
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916 train 7.525454 (lr=1.3039e-05) (hash(x)=6869524)
|
| 957 |
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917 train 7.567428 (lr=1.2968e-05) (hash(x)=7082053)
|
| 958 |
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918 train 7.616925 (lr=1.2897e-05) (hash(x)=7799351)
|
| 959 |
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919 train 7.784974 (lr=1.2828e-05) (hash(x)=6283540)
|
| 960 |
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920 train 7.567987 (lr=1.2759e-05) (hash(x)=6660860)
|
| 961 |
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921 train 7.517439 (lr=1.2691e-05) (hash(x)=5200956)
|
| 962 |
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922 train 7.606358 (lr=1.2624e-05) (hash(x)=5653241)
|
| 963 |
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923 train 7.746596 (lr=1.2558e-05) (hash(x)=5781680)
|
| 964 |
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924 train 7.740694 (lr=1.2493e-05) (hash(x)=6146666)
|
| 965 |
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925 train 7.567626 (lr=1.2428e-05) (hash(x)=8652907)
|
| 966 |
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926 train 7.372133 (lr=1.2364e-05) (hash(x)=5311546)
|
| 967 |
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927 train 7.534654 (lr=1.2301e-05) (hash(x)=5728337)
|
| 968 |
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928 train 7.510073 (lr=1.2239e-05) (hash(x)=5413240)
|
| 969 |
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929 train 7.619895 (lr=1.2178e-05) (hash(x)=5832401)
|
| 970 |
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930 train 7.346562 (lr=1.2118e-05) (hash(x)=7420230)
|
| 971 |
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931 train 7.694197 (lr=1.2058e-05) (hash(x)=6278202)
|
| 972 |
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932 train 7.596210 (lr=1.1999e-05) (hash(x)=6189873)
|
| 973 |
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933 train 7.695422 (lr=1.1941e-05) (hash(x)=7403868)
|
| 974 |
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934 train 7.566601 (lr=1.1884e-05) (hash(x)=6867459)
|
| 975 |
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935 train 7.738658 (lr=1.1828e-05) (hash(x)=7400272)
|
| 976 |
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936 train 7.764461 (lr=1.1772e-05) (hash(x)=7936275)
|
| 977 |
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937 train 7.474885 (lr=1.1718e-05) (hash(x)=5943413)
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| 978 |
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938 train 7.704277 (lr=1.1664e-05) (hash(x)=5442166)
|
| 979 |
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939 train 7.612360 (lr=1.1611e-05) (hash(x)=5795128)
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| 980 |
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940 train 7.822320 (lr=1.1559e-05) (hash(x)=6831680)
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| 981 |
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941 train 7.505625 (lr=1.1508e-05) (hash(x)=5519980)
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| 982 |
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942 train 7.525065 (lr=1.1457e-05) (hash(x)=6765461)
|
| 983 |
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943 train 7.490722 (lr=1.1408e-05) (hash(x)=6473432)
|
| 984 |
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944 train 7.465393 (lr=1.1359e-05) (hash(x)=6490395)
|
| 985 |
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945 train 7.668106 (lr=1.1311e-05) (hash(x)=5484669)
|
| 986 |
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946 train 7.652201 (lr=1.1264e-05) (hash(x)=7278970)
|
| 987 |
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947 train 7.638943 (lr=1.1218e-05) (hash(x)=5201502)
|
| 988 |
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948 train 7.883686 (lr=1.1173e-05) (hash(x)=7277915)
|
| 989 |
+
949 train 7.574278 (lr=1.1128e-05) (hash(x)=7227057)
|
| 990 |
+
950 val loss 7.6126
|
| 991 |
+
950 val perplexity 2023.5592
|
| 992 |
+
950 train 7.816874 (lr=1.1085e-05) (hash(x)=8178996)
|
| 993 |
+
951 train 7.943238 (lr=1.1042e-05) (hash(x)=6922646)
|
| 994 |
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952 train 7.490936 (lr=1.1000e-05) (hash(x)=5941772)
|
| 995 |
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953 train 7.450648 (lr=1.0959e-05) (hash(x)=6056673)
|
| 996 |
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954 train 7.846048 (lr=1.0919e-05) (hash(x)=6912178)
|
| 997 |
+
955 train 7.370865 (lr=1.0879e-05) (hash(x)=5484641)
|
| 998 |
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956 train 7.709154 (lr=1.0841e-05) (hash(x)=5121117)
|
| 999 |
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957 train 7.756188 (lr=1.0803e-05) (hash(x)=7100865)
|
| 1000 |
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958 train 7.451260 (lr=1.0766e-05) (hash(x)=5334280)
|
| 1001 |
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959 train 7.519156 (lr=1.0730e-05) (hash(x)=7277141)
|
| 1002 |
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960 train 7.513563 (lr=1.0695e-05) (hash(x)=6401960)
|
| 1003 |
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961 train 7.586699 (lr=1.0661e-05) (hash(x)=6407603)
|
| 1004 |
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962 train 7.734699 (lr=1.0628e-05) (hash(x)=5786089)
|
| 1005 |
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963 train 7.592095 (lr=1.0595e-05) (hash(x)=5604614)
|
| 1006 |
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964 train 7.613576 (lr=1.0563e-05) (hash(x)=5454287)
|
| 1007 |
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965 train 7.711183 (lr=1.0533e-05) (hash(x)=6200612)
|
| 1008 |
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966 train 7.699334 (lr=1.0503e-05) (hash(x)=5691759)
|
| 1009 |
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967 train 7.649145 (lr=1.0474e-05) (hash(x)=7443124)
|
| 1010 |
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968 train 7.682613 (lr=1.0445e-05) (hash(x)=6711366)
|
| 1011 |
+
969 train 7.596057 (lr=1.0418e-05) (hash(x)=6728764)
|
| 1012 |
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970 train 7.881885 (lr=1.0391e-05) (hash(x)=6870240)
|
| 1013 |
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971 train 7.569551 (lr=1.0366e-05) (hash(x)=5601968)
|
| 1014 |
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972 train 7.376374 (lr=1.0341e-05) (hash(x)=5311504)
|
| 1015 |
+
973 train 7.607464 (lr=1.0317e-05) (hash(x)=6877761)
|
| 1016 |
+
974 train 7.706609 (lr=1.0294e-05) (hash(x)=6457033)
|
| 1017 |
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975 train 7.652069 (lr=1.0272e-05) (hash(x)=5632735)
|
| 1018 |
+
976 train 7.830911 (lr=1.0251e-05) (hash(x)=6024880)
|
| 1019 |
+
977 train 7.535464 (lr=1.0230e-05) (hash(x)=5658845)
|
| 1020 |
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978 train 7.415770 (lr=1.0211e-05) (hash(x)=6089461)
|
| 1021 |
+
979 train 7.500862 (lr=1.0192e-05) (hash(x)=5594810)
|
| 1022 |
+
980 train 7.277288 (lr=1.0174e-05) (hash(x)=4667026)
|
| 1023 |
+
981 train 7.139160 (lr=1.0157e-05) (hash(x)=4738523)
|
| 1024 |
+
982 train 7.447637 (lr=1.0141e-05) (hash(x)=7451876)
|
| 1025 |
+
983 train 7.724800 (lr=1.0126e-05) (hash(x)=5881015)
|
| 1026 |
+
984 train 7.693962 (lr=1.0111e-05) (hash(x)=6255031)
|
| 1027 |
+
985 train 7.523418 (lr=1.0098e-05) (hash(x)=5263325)
|
| 1028 |
+
986 train 7.519240 (lr=1.0085e-05) (hash(x)=6654585)
|
| 1029 |
+
987 train 7.613875 (lr=1.0074e-05) (hash(x)=6865361)
|
| 1030 |
+
988 train 7.703878 (lr=1.0063e-05) (hash(x)=6978986)
|
| 1031 |
+
989 train 7.798944 (lr=1.0053e-05) (hash(x)=5644619)
|
| 1032 |
+
990 train 7.607509 (lr=1.0044e-05) (hash(x)=6551023)
|
| 1033 |
+
991 train 7.585578 (lr=1.0035e-05) (hash(x)=5809411)
|
| 1034 |
+
992 train 7.633374 (lr=1.0028e-05) (hash(x)=5501837)
|
| 1035 |
+
993 train 7.642830 (lr=1.0021e-05) (hash(x)=7044374)
|
| 1036 |
+
994 train 7.621263 (lr=1.0016e-05) (hash(x)=6526130)
|
| 1037 |
+
995 train 7.740894 (lr=1.0011e-05) (hash(x)=6293025)
|
| 1038 |
+
996 train 7.720303 (lr=1.0007e-05) (hash(x)=6295768)
|
| 1039 |
+
997 train 7.535273 (lr=1.0004e-05) (hash(x)=5189023)
|
| 1040 |
+
998 train 7.353145 (lr=1.0002e-05) (hash(x)=6255467)
|
| 1041 |
+
999 val loss 7.6086
|
| 1042 |
+
999 val perplexity 2015.3846
|
| 1043 |
+
999 train 7.723579 (lr=1.0000e-05) (hash(x)=7232964)
|
lr1e-4_total_batch_size5120_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:04aa835b83db0c2c1bce1164bf5426b63c597fd82a3588c41ab75791b00dc114
|
| 3 |
+
size 36163010
|
lr1e-4_total_batch_size5120_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1138eb1ef679f3179a8ea17df62284728f1a68e8be154900713a3f3bdf87273c
|
| 3 |
+
size 70764358
|