Upload folder using huggingface_hub
Browse files- lr1.5e-3_total_batch_size5120_seq_len128/args.json +1 -0
- lr1.5e-3_total_batch_size5120_seq_len128/dataloader_00999.pt +3 -0
- lr1.5e-3_total_batch_size5120_seq_len128/log2.txt +1043 -0
- lr1.5e-3_total_batch_size5120_seq_len128/model_00999.pt +3 -0
- lr1.5e-3_total_batch_size5120_seq_len128/optimizer_00999.pt +3 -0
lr1.5e-3_total_batch_size5120_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr1.5e-3_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_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 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": 0.0015, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1.5e-3_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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lr1.5e-3_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=5.2448e-06) (hash(x)=6154740)
|
| 5 |
+
1 train 11.695753 (lr=1.0490e-05) (hash(x)=6605789)
|
| 6 |
+
2 train 11.672916 (lr=1.5734e-05) (hash(x)=6696707)
|
| 7 |
+
3 train 11.668686 (lr=2.0979e-05) (hash(x)=5113283)
|
| 8 |
+
4 train 11.556931 (lr=2.6224e-05) (hash(x)=5607069)
|
| 9 |
+
5 train 11.500885 (lr=3.1469e-05) (hash(x)=7007748)
|
| 10 |
+
6 train 11.414856 (lr=3.6713e-05) (hash(x)=7643299)
|
| 11 |
+
7 train 11.350816 (lr=4.1958e-05) (hash(x)=5534142)
|
| 12 |
+
8 train 11.261035 (lr=4.7203e-05) (hash(x)=6539293)
|
| 13 |
+
9 train 11.155344 (lr=5.2448e-05) (hash(x)=5974274)
|
| 14 |
+
10 train 11.093600 (lr=5.7692e-05) (hash(x)=7199085)
|
| 15 |
+
11 train 10.953268 (lr=6.2937e-05) (hash(x)=6763231)
|
| 16 |
+
12 train 10.765748 (lr=6.8182e-05) (hash(x)=6720398)
|
| 17 |
+
13 train 10.724706 (lr=7.3427e-05) (hash(x)=6706513)
|
| 18 |
+
14 train 10.708819 (lr=7.8671e-05) (hash(x)=5727925)
|
| 19 |
+
15 train 10.545939 (lr=8.3916e-05) (hash(x)=6328012)
|
| 20 |
+
16 train 10.422302 (lr=8.9161e-05) (hash(x)=5812722)
|
| 21 |
+
17 train 10.346864 (lr=9.4406e-05) (hash(x)=6183012)
|
| 22 |
+
18 train 10.402117 (lr=9.9650e-05) (hash(x)=5952539)
|
| 23 |
+
19 train 10.342976 (lr=1.0490e-04) (hash(x)=7052161)
|
| 24 |
+
20 train 10.147366 (lr=1.1014e-04) (hash(x)=5810871)
|
| 25 |
+
21 train 10.315709 (lr=1.1538e-04) (hash(x)=6586466)
|
| 26 |
+
22 train 10.119836 (lr=1.2063e-04) (hash(x)=5061781)
|
| 27 |
+
23 train 10.186750 (lr=1.2587e-04) (hash(x)=5556098)
|
| 28 |
+
24 train 10.241531 (lr=1.3112e-04) (hash(x)=7268535)
|
| 29 |
+
25 train 10.198915 (lr=1.3636e-04) (hash(x)=8155572)
|
| 30 |
+
26 train 10.060469 (lr=1.4161e-04) (hash(x)=5019590)
|
| 31 |
+
27 train 9.903213 (lr=1.4685e-04) (hash(x)=4696943)
|
| 32 |
+
28 train 9.875051 (lr=1.5210e-04) (hash(x)=5984010)
|
| 33 |
+
29 train 10.092470 (lr=1.5734e-04) (hash(x)=7649389)
|
| 34 |
+
30 train 9.776911 (lr=1.6259e-04) (hash(x)=6332817)
|
| 35 |
+
31 train 9.710447 (lr=1.6783e-04) (hash(x)=6219138)
|
| 36 |
+
32 train 9.823084 (lr=1.7308e-04) (hash(x)=6895681)
|
| 37 |
+
33 train 9.784887 (lr=1.7832e-04) (hash(x)=7075794)
|
| 38 |
+
34 train 9.608407 (lr=1.8357e-04) (hash(x)=5024163)
|
| 39 |
+
35 train 9.612877 (lr=1.8881e-04) (hash(x)=6049878)
|
| 40 |
+
36 train 9.657012 (lr=1.9406e-04) (hash(x)=4774943)
|
| 41 |
+
37 train 9.628016 (lr=1.9930e-04) (hash(x)=6385927)
|
| 42 |
+
38 train 9.408731 (lr=2.0455e-04) (hash(x)=5070217)
|
| 43 |
+
39 train 9.310562 (lr=2.0979e-04) (hash(x)=5491972)
|
| 44 |
+
40 train 9.372475 (lr=2.1503e-04) (hash(x)=5695751)
|
| 45 |
+
41 train 9.272992 (lr=2.2028e-04) (hash(x)=6061420)
|
| 46 |
+
42 train 9.181724 (lr=2.2552e-04) (hash(x)=7836710)
|
| 47 |
+
43 train 9.271749 (lr=2.3077e-04) (hash(x)=8075458)
|
| 48 |
+
44 train 9.038565 (lr=2.3601e-04) (hash(x)=7190584)
|
| 49 |
+
45 train 9.156437 (lr=2.4126e-04) (hash(x)=7238769)
|
| 50 |
+
46 train 9.310590 (lr=2.4650e-04) (hash(x)=4931205)
|
| 51 |
+
47 train 8.928012 (lr=2.5175e-04) (hash(x)=5917741)
|
| 52 |
+
48 train 8.871819 (lr=2.5699e-04) (hash(x)=5530785)
|
| 53 |
+
49 train 8.844534 (lr=2.6224e-04) (hash(x)=5430605)
|
| 54 |
+
50 val loss 8.7951
|
| 55 |
+
50 val perplexity 6601.6724
|
| 56 |
+
50 train 8.813455 (lr=2.6748e-04) (hash(x)=6056774)
|
| 57 |
+
51 train 8.612374 (lr=2.7273e-04) (hash(x)=5750403)
|
| 58 |
+
52 train 8.624952 (lr=2.7797e-04) (hash(x)=6187497)
|
| 59 |
+
53 train 8.555968 (lr=2.8322e-04) (hash(x)=4792640)
|
| 60 |
+
54 train 8.715820 (lr=2.8846e-04) (hash(x)=6868430)
|
| 61 |
+
55 train 8.483093 (lr=2.9371e-04) (hash(x)=6112458)
|
| 62 |
+
56 train 8.429692 (lr=2.9895e-04) (hash(x)=5523601)
|
| 63 |
+
57 train 8.225450 (lr=3.0420e-04) (hash(x)=5801122)
|
| 64 |
+
58 train 8.384053 (lr=3.0944e-04) (hash(x)=6826295)
|
| 65 |
+
59 train 8.600574 (lr=3.1469e-04) (hash(x)=5806490)
|
| 66 |
+
60 train 8.304635 (lr=3.1993e-04) (hash(x)=6223100)
|
| 67 |
+
61 train 8.105806 (lr=3.2517e-04) (hash(x)=5754140)
|
| 68 |
+
62 train 8.194729 (lr=3.3042e-04) (hash(x)=6675367)
|
| 69 |
+
63 train 8.069908 (lr=3.3566e-04) (hash(x)=6568379)
|
| 70 |
+
64 train 7.952576 (lr=3.4091e-04) (hash(x)=5648233)
|
| 71 |
+
65 train 8.376801 (lr=3.4615e-04) (hash(x)=7134932)
|
| 72 |
+
66 train 8.014552 (lr=3.5140e-04) (hash(x)=5242536)
|
| 73 |
+
67 train 8.192007 (lr=3.5664e-04) (hash(x)=7212403)
|
| 74 |
+
68 train 7.965927 (lr=3.6189e-04) (hash(x)=5342967)
|
| 75 |
+
69 train 8.158902 (lr=3.6713e-04) (hash(x)=7720703)
|
| 76 |
+
70 train 8.323509 (lr=3.7238e-04) (hash(x)=7351337)
|
| 77 |
+
71 train 8.179846 (lr=3.7762e-04) (hash(x)=7386082)
|
| 78 |
+
72 train 7.977974 (lr=3.8287e-04) (hash(x)=6931318)
|
| 79 |
+
73 train 8.094933 (lr=3.8811e-04) (hash(x)=6848513)
|
| 80 |
+
74 train 8.042456 (lr=3.9336e-04) (hash(x)=7714274)
|
| 81 |
+
75 train 8.209312 (lr=3.9860e-04) (hash(x)=6359743)
|
| 82 |
+
76 train 8.040416 (lr=4.0385e-04) (hash(x)=6801650)
|
| 83 |
+
77 train 8.095227 (lr=4.0909e-04) (hash(x)=7536538)
|
| 84 |
+
78 train 8.062044 (lr=4.1434e-04) (hash(x)=6957410)
|
| 85 |
+
79 train 8.116162 (lr=4.1958e-04) (hash(x)=6151674)
|
| 86 |
+
80 train 7.902263 (lr=4.2483e-04) (hash(x)=6033844)
|
| 87 |
+
81 train 7.730409 (lr=4.3007e-04) (hash(x)=6317099)
|
| 88 |
+
82 train 7.673531 (lr=4.3531e-04) (hash(x)=5357844)
|
| 89 |
+
83 train 7.910425 (lr=4.4056e-04) (hash(x)=7168704)
|
| 90 |
+
84 train 8.281580 (lr=4.4580e-04) (hash(x)=7157938)
|
| 91 |
+
85 train 7.839498 (lr=4.5105e-04) (hash(x)=6736092)
|
| 92 |
+
86 train 7.749297 (lr=4.5629e-04) (hash(x)=5383012)
|
| 93 |
+
87 train 8.039031 (lr=4.6154e-04) (hash(x)=7859060)
|
| 94 |
+
88 train 7.929762 (lr=4.6678e-04) (hash(x)=5869288)
|
| 95 |
+
89 train 7.951465 (lr=4.7203e-04) (hash(x)=6958223)
|
| 96 |
+
90 train 7.820102 (lr=4.7727e-04) (hash(x)=6731344)
|
| 97 |
+
91 train 8.002259 (lr=4.8252e-04) (hash(x)=6976239)
|
| 98 |
+
92 train 7.735435 (lr=4.8776e-04) (hash(x)=7769441)
|
| 99 |
+
93 train 7.898823 (lr=4.9301e-04) (hash(x)=6956845)
|
| 100 |
+
94 train 7.995382 (lr=4.9825e-04) (hash(x)=6638037)
|
| 101 |
+
95 train 7.588033 (lr=5.0350e-04) (hash(x)=6391506)
|
| 102 |
+
96 train 8.105309 (lr=5.0874e-04) (hash(x)=7319928)
|
| 103 |
+
97 train 7.978100 (lr=5.1399e-04) (hash(x)=6113701)
|
| 104 |
+
98 train 7.726049 (lr=5.1923e-04) (hash(x)=6246453)
|
| 105 |
+
99 train 7.846437 (lr=5.2448e-04) (hash(x)=5245999)
|
| 106 |
+
100 val loss 7.9049
|
| 107 |
+
100 val perplexity 2710.5264
|
| 108 |
+
100 train 7.979496 (lr=5.2972e-04) (hash(x)=6227256)
|
| 109 |
+
101 train 7.833317 (lr=5.3497e-04) (hash(x)=5774189)
|
| 110 |
+
102 train 7.791671 (lr=5.4021e-04) (hash(x)=5588220)
|
| 111 |
+
103 train 7.720082 (lr=5.4545e-04) (hash(x)=5985675)
|
| 112 |
+
104 train 7.684405 (lr=5.5070e-04) (hash(x)=6259214)
|
| 113 |
+
105 train 7.914079 (lr=5.5594e-04) (hash(x)=6451776)
|
| 114 |
+
106 train 7.581518 (lr=5.6119e-04) (hash(x)=4940406)
|
| 115 |
+
107 train 7.702998 (lr=5.6643e-04) (hash(x)=4355733)
|
| 116 |
+
108 train 7.718850 (lr=5.7168e-04) (hash(x)=6186065)
|
| 117 |
+
109 train 7.945103 (lr=5.7692e-04) (hash(x)=6669188)
|
| 118 |
+
110 train 9.077463 (lr=5.8217e-04) (hash(x)=7118997)
|
| 119 |
+
111 train 8.276721 (lr=5.8741e-04) (hash(x)=6984772)
|
| 120 |
+
112 train 7.774105 (lr=5.9266e-04) (hash(x)=6472877)
|
| 121 |
+
113 train 7.981002 (lr=5.9790e-04) (hash(x)=7440580)
|
| 122 |
+
114 train 7.972934 (lr=6.0315e-04) (hash(x)=6378428)
|
| 123 |
+
115 train 8.092747 (lr=6.0839e-04) (hash(x)=6244096)
|
| 124 |
+
116 train 8.080446 (lr=6.1364e-04) (hash(x)=9100578)
|
| 125 |
+
117 train 8.335641 (lr=6.1888e-04) (hash(x)=8381560)
|
| 126 |
+
118 train 8.097921 (lr=6.2413e-04) (hash(x)=6066072)
|
| 127 |
+
119 train 7.796756 (lr=6.2937e-04) (hash(x)=6603717)
|
| 128 |
+
120 train 7.643592 (lr=6.3462e-04) (hash(x)=5138438)
|
| 129 |
+
121 train 7.589627 (lr=6.3986e-04) (hash(x)=6437516)
|
| 130 |
+
122 train 7.791254 (lr=6.4510e-04) (hash(x)=5743807)
|
| 131 |
+
123 train 7.600759 (lr=6.5035e-04) (hash(x)=5669522)
|
| 132 |
+
124 train 7.886339 (lr=6.5559e-04) (hash(x)=5963623)
|
| 133 |
+
125 train 7.631421 (lr=6.6084e-04) (hash(x)=5505889)
|
| 134 |
+
126 train 8.049172 (lr=6.6608e-04) (hash(x)=7607512)
|
| 135 |
+
127 train 7.854572 (lr=6.7133e-04) (hash(x)=6190579)
|
| 136 |
+
128 train 8.071034 (lr=6.7657e-04) (hash(x)=7444834)
|
| 137 |
+
129 train 7.929633 (lr=6.8182e-04) (hash(x)=5153196)
|
| 138 |
+
130 train 7.869814 (lr=6.8706e-04) (hash(x)=6495326)
|
| 139 |
+
131 train 7.945278 (lr=6.9231e-04) (hash(x)=4912983)
|
| 140 |
+
132 train 8.270130 (lr=6.9755e-04) (hash(x)=7094046)
|
| 141 |
+
133 train 7.776339 (lr=7.0280e-04) (hash(x)=5109125)
|
| 142 |
+
134 train 7.765362 (lr=7.0804e-04) (hash(x)=7119136)
|
| 143 |
+
135 train 7.779494 (lr=7.1329e-04) (hash(x)=7276303)
|
| 144 |
+
136 train 8.020192 (lr=7.1853e-04) (hash(x)=9147123)
|
| 145 |
+
137 train 8.027353 (lr=7.2378e-04) (hash(x)=6645716)
|
| 146 |
+
138 train 7.996442 (lr=7.2902e-04) (hash(x)=6347875)
|
| 147 |
+
139 train 7.726008 (lr=7.3427e-04) (hash(x)=5479947)
|
| 148 |
+
140 train 7.866443 (lr=7.3951e-04) (hash(x)=5832595)
|
| 149 |
+
141 train 8.173807 (lr=7.4476e-04) (hash(x)=7850360)
|
| 150 |
+
142 train 8.557974 (lr=7.5000e-04) (hash(x)=8499683)
|
| 151 |
+
143 train 8.103818 (lr=7.5524e-04) (hash(x)=6630378)
|
| 152 |
+
144 train 8.081128 (lr=7.6049e-04) (hash(x)=5340846)
|
| 153 |
+
145 train 7.898849 (lr=7.6573e-04) (hash(x)=6295358)
|
| 154 |
+
146 train 7.919582 (lr=7.7098e-04) (hash(x)=5974729)
|
| 155 |
+
147 train 8.445787 (lr=7.7622e-04) (hash(x)=8097010)
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148 train 8.144188 (lr=7.8147e-04) (hash(x)=6681250)
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149 train 7.603414 (lr=7.8671e-04) (hash(x)=3958188)
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150 val loss 7.8867
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| 159 |
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150 val perplexity 2661.7212
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150 train 7.849049 (lr=7.9196e-04) (hash(x)=5975539)
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151 train 9.719590 (lr=7.9720e-04) (hash(x)=9989744)
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152 train 8.809632 (lr=8.0245e-04) (hash(x)=6748487)
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153 train 7.759539 (lr=8.0769e-04) (hash(x)=6343832)
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155 train 8.214021 (lr=8.1818e-04) (hash(x)=6694932)
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156 train 7.849502 (lr=8.2343e-04) (hash(x)=5872835)
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157 train 7.881592 (lr=8.2867e-04) (hash(x)=6429137)
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158 train 8.068076 (lr=8.3392e-04) (hash(x)=6999390)
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184 train 7.986787 (lr=9.7028e-04) (hash(x)=6111721)
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189 train 7.570884 (lr=9.9650e-04) (hash(x)=5027958)
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190 train 7.890906 (lr=1.0017e-03) (hash(x)=5474948)
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192 train 7.865808 (lr=1.0122e-03) (hash(x)=5518341)
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193 train 7.850874 (lr=1.0175e-03) (hash(x)=7036653)
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194 train 7.872590 (lr=1.0227e-03) (hash(x)=5527616)
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195 train 8.227156 (lr=1.0280e-03) (hash(x)=6390752)
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197 train 8.638637 (lr=1.0385e-03) (hash(x)=7758167)
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198 train 8.419679 (lr=1.0437e-03) (hash(x)=7968070)
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199 train 7.947768 (lr=1.0490e-03) (hash(x)=6019389)
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200 val loss 7.8995
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| 211 |
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200 val perplexity 2695.9016
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| 212 |
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200 train 7.986177 (lr=1.0542e-03) (hash(x)=7276744)
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201 train 8.007886 (lr=1.0594e-03) (hash(x)=6503191)
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202 train 7.827729 (lr=1.0647e-03) (hash(x)=6006880)
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206 train 8.096746 (lr=1.0857e-03) (hash(x)=6579950)
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207 train 7.710021 (lr=1.0909e-03) (hash(x)=4648609)
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208 train 7.923376 (lr=1.0962e-03) (hash(x)=6903216)
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209 train 7.758868 (lr=1.1014e-03) (hash(x)=5897288)
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210 train 7.857474 (lr=1.1066e-03) (hash(x)=7300160)
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211 train 7.683037 (lr=1.1119e-03) (hash(x)=4725966)
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212 train 7.490445 (lr=1.1171e-03) (hash(x)=5060060)
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213 train 8.044586 (lr=1.1224e-03) (hash(x)=6243442)
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214 train 7.711121 (lr=1.1276e-03) (hash(x)=5893816)
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215 train 7.748185 (lr=1.1329e-03) (hash(x)=5558355)
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216 train 7.861792 (lr=1.1381e-03) (hash(x)=4378747)
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217 train 7.721724 (lr=1.1434e-03) (hash(x)=5400407)
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218 train 8.011228 (lr=1.1486e-03) (hash(x)=6900554)
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219 train 7.910191 (lr=1.1538e-03) (hash(x)=6524933)
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220 train 7.808038 (lr=1.1591e-03) (hash(x)=5409944)
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221 train 7.949763 (lr=1.1643e-03) (hash(x)=5889724)
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222 train 7.841991 (lr=1.1696e-03) (hash(x)=4970496)
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223 train 7.595563 (lr=1.1748e-03) (hash(x)=6369326)
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224 train 7.689951 (lr=1.1801e-03) (hash(x)=6563975)
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225 train 7.864306 (lr=1.1853e-03) (hash(x)=5911906)
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226 train 7.958080 (lr=1.1906e-03) (hash(x)=6111462)
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227 train 7.993994 (lr=1.1958e-03) (hash(x)=6022625)
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230 train 7.812581 (lr=1.2115e-03) (hash(x)=5289998)
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233 train 7.228203 (lr=1.2273e-03) (hash(x)=4564564)
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234 train 7.617900 (lr=1.2325e-03) (hash(x)=5723971)
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235 train 7.708233 (lr=1.2378e-03) (hash(x)=5589269)
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236 train 7.692608 (lr=1.2430e-03) (hash(x)=5683368)
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237 train 7.941964 (lr=1.2483e-03) (hash(x)=6969180)
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238 train 7.775698 (lr=1.2535e-03) (hash(x)=5341421)
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239 train 7.551417 (lr=1.2587e-03) (hash(x)=6437376)
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240 train 8.039429 (lr=1.2640e-03) (hash(x)=7527007)
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241 train 7.858900 (lr=1.2692e-03) (hash(x)=7116258)
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242 train 7.885498 (lr=1.2745e-03) (hash(x)=6463930)
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243 train 7.868840 (lr=1.2797e-03) (hash(x)=7304892)
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244 train 8.057841 (lr=1.2850e-03) (hash(x)=5881808)
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245 train 7.814553 (lr=1.2902e-03) (hash(x)=7366721)
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246 train 7.788866 (lr=1.2955e-03) (hash(x)=6457521)
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247 train 8.122196 (lr=1.3007e-03) (hash(x)=7084093)
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248 train 7.817363 (lr=1.3059e-03) (hash(x)=6015300)
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249 train 8.050730 (lr=1.3112e-03) (hash(x)=7197652)
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| 262 |
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250 val loss 7.7776
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| 263 |
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250 val perplexity 2386.5112
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| 264 |
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250 train 8.082134 (lr=1.3164e-03) (hash(x)=4830828)
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251 train 7.826513 (lr=1.3217e-03) (hash(x)=5908178)
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252 train 7.797794 (lr=1.3269e-03) (hash(x)=6299092)
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253 train 7.782921 (lr=1.3322e-03) (hash(x)=6349974)
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254 train 7.796968 (lr=1.3374e-03) (hash(x)=5641494)
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255 train 7.761440 (lr=1.3427e-03) (hash(x)=7048804)
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256 train 8.005521 (lr=1.3479e-03) (hash(x)=7035244)
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257 train 7.669155 (lr=1.3531e-03) (hash(x)=7909039)
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258 train 7.950775 (lr=1.3584e-03) (hash(x)=5470939)
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259 train 7.795498 (lr=1.3636e-03) (hash(x)=6085549)
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260 train 8.059212 (lr=1.3689e-03) (hash(x)=5882649)
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261 train 7.846640 (lr=1.3741e-03) (hash(x)=7463181)
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262 train 8.173861 (lr=1.3794e-03) (hash(x)=5215574)
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263 train 7.629200 (lr=1.3846e-03) (hash(x)=5752594)
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264 train 7.784893 (lr=1.3899e-03) (hash(x)=6416619)
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265 train 7.802832 (lr=1.3951e-03) (hash(x)=6114601)
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266 train 7.744247 (lr=1.4003e-03) (hash(x)=5646171)
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267 train 7.652860 (lr=1.4056e-03) (hash(x)=7662769)
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268 train 7.936056 (lr=1.4108e-03) (hash(x)=6394376)
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269 train 7.528862 (lr=1.4161e-03) (hash(x)=7485666)
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270 train 7.630411 (lr=1.4213e-03) (hash(x)=6636823)
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271 train 7.527545 (lr=1.4266e-03) (hash(x)=6393520)
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273 train 7.820323 (lr=1.4371e-03) (hash(x)=5586291)
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274 train 8.047457 (lr=1.4423e-03) (hash(x)=7034674)
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275 train 8.186968 (lr=1.4476e-03) (hash(x)=5942867)
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276 train 7.858039 (lr=1.4528e-03) (hash(x)=7812344)
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277 train 8.095165 (lr=1.4580e-03) (hash(x)=7574027)
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278 train 8.074847 (lr=1.4633e-03) (hash(x)=5960216)
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279 train 7.821369 (lr=1.4685e-03) (hash(x)=6793550)
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280 train 7.803275 (lr=1.4738e-03) (hash(x)=6879965)
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281 train 7.485213 (lr=1.4790e-03) (hash(x)=6264789)
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282 train 7.682151 (lr=1.4843e-03) (hash(x)=5175356)
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283 train 7.927521 (lr=1.4895e-03) (hash(x)=7105976)
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284 train 7.868359 (lr=1.4948e-03) (hash(x)=7286386)
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285 train 8.047548 (lr=1.5000e-03) (hash(x)=7244279)
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286 train 7.592000 (lr=1.5000e-03) (hash(x)=4877247)
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287 train 7.560244 (lr=1.5000e-03) (hash(x)=6581348)
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288 train 7.567259 (lr=1.5000e-03) (hash(x)=6397208)
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289 train 7.649177 (lr=1.4999e-03) (hash(x)=6543825)
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290 train 7.452191 (lr=1.4999e-03) (hash(x)=6088993)
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291 train 7.761714 (lr=1.4998e-03) (hash(x)=5555598)
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292 train 7.861984 (lr=1.4998e-03) (hash(x)=6924240)
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293 train 7.987164 (lr=1.4997e-03) (hash(x)=7254232)
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294 train 7.574181 (lr=1.4996e-03) (hash(x)=7689743)
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295 train 7.566612 (lr=1.4995e-03) (hash(x)=6235837)
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296 train 7.824226 (lr=1.4993e-03) (hash(x)=5216883)
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297 train 7.427088 (lr=1.4992e-03) (hash(x)=4738550)
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298 train 7.620013 (lr=1.4991e-03) (hash(x)=5126918)
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| 313 |
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299 train 7.851313 (lr=1.4989e-03) (hash(x)=5591770)
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| 314 |
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300 val loss 7.7050
|
| 315 |
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300 val perplexity 2219.4363
|
| 316 |
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300 train 8.695097 (lr=1.4987e-03) (hash(x)=8001573)
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301 train 8.324284 (lr=1.4985e-03) (hash(x)=8012491)
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302 train 8.006080 (lr=1.4983e-03) (hash(x)=3997428)
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303 train 7.435925 (lr=1.4981e-03) (hash(x)=7083021)
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304 train 8.015249 (lr=1.4979e-03) (hash(x)=7177371)
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305 train 7.779846 (lr=1.4976e-03) (hash(x)=6456022)
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306 train 7.836329 (lr=1.4974e-03) (hash(x)=5238861)
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307 train 7.822866 (lr=1.4971e-03) (hash(x)=7281348)
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308 train 8.021527 (lr=1.4968e-03) (hash(x)=6848441)
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309 train 8.081388 (lr=1.4965e-03) (hash(x)=7824794)
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310 train 8.199903 (lr=1.4962e-03) (hash(x)=7440208)
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312 train 7.711666 (lr=1.4956e-03) (hash(x)=5350461)
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313 train 7.915307 (lr=1.4952e-03) (hash(x)=7807564)
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314 train 7.788118 (lr=1.4949e-03) (hash(x)=5992165)
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315 train 7.772419 (lr=1.4945e-03) (hash(x)=5736241)
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334 train 7.665634 (lr=1.4850e-03) (hash(x)=5550786)
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344 train 7.812491 (lr=1.4781e-03) (hash(x)=6347757)
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347 train 7.686011 (lr=1.4758e-03) (hash(x)=5786517)
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348 train 7.731782 (lr=1.4750e-03) (hash(x)=6424363)
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| 365 |
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349 train 7.842951 (lr=1.4742e-03) (hash(x)=7229689)
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| 366 |
+
350 val loss 7.7209
|
| 367 |
+
350 val perplexity 2255.0947
|
| 368 |
+
350 train 7.907228 (lr=1.4734e-03) (hash(x)=6772284)
|
| 369 |
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351 train 7.971339 (lr=1.4726e-03) (hash(x)=6680023)
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| 370 |
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352 train 7.843497 (lr=1.4717e-03) (hash(x)=6218520)
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| 371 |
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353 train 7.903519 (lr=1.4709e-03) (hash(x)=7688393)
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| 372 |
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354 train 7.776500 (lr=1.4700e-03) (hash(x)=6327977)
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| 373 |
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355 train 7.686389 (lr=1.4691e-03) (hash(x)=6474729)
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| 374 |
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356 train 7.733762 (lr=1.4682e-03) (hash(x)=6657266)
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| 375 |
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357 train 7.793602 (lr=1.4673e-03) (hash(x)=5946650)
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| 376 |
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358 train 7.698977 (lr=1.4664e-03) (hash(x)=6734878)
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| 377 |
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359 train 7.802058 (lr=1.4655e-03) (hash(x)=7523279)
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360 train 7.617442 (lr=1.4645e-03) (hash(x)=6179478)
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| 379 |
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361 train 7.735754 (lr=1.4636e-03) (hash(x)=5531605)
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| 380 |
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362 train 7.729928 (lr=1.4626e-03) (hash(x)=5844980)
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| 381 |
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363 train 7.425499 (lr=1.4616e-03) (hash(x)=5508768)
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| 382 |
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364 train 7.280815 (lr=1.4606e-03) (hash(x)=6337190)
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| 383 |
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365 train 8.794675 (lr=1.4596e-03) (hash(x)=6415982)
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| 384 |
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366 train 7.905602 (lr=1.4586e-03) (hash(x)=6828959)
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367 train 7.923635 (lr=1.4576e-03) (hash(x)=6635925)
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368 train 7.636601 (lr=1.4565e-03) (hash(x)=6358540)
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| 387 |
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369 train 7.992207 (lr=1.4555e-03) (hash(x)=5923706)
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370 train 7.647240 (lr=1.4544e-03) (hash(x)=4843320)
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| 389 |
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371 train 7.922570 (lr=1.4533e-03) (hash(x)=6663801)
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372 train 7.712862 (lr=1.4522e-03) (hash(x)=5583287)
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373 train 7.724082 (lr=1.4511e-03) (hash(x)=6113540)
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374 train 7.838981 (lr=1.4500e-03) (hash(x)=6389936)
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375 train 7.749400 (lr=1.4489e-03) (hash(x)=5869441)
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376 train 7.835543 (lr=1.4478e-03) (hash(x)=5148617)
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377 train 8.075262 (lr=1.4466e-03) (hash(x)=6913454)
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378 train 7.812488 (lr=1.4454e-03) (hash(x)=5356233)
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379 train 7.774578 (lr=1.4443e-03) (hash(x)=6698878)
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380 train 7.699169 (lr=1.4431e-03) (hash(x)=6280665)
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381 train 7.962288 (lr=1.4419e-03) (hash(x)=6094899)
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382 train 7.488599 (lr=1.4407e-03) (hash(x)=6249746)
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383 train 7.814994 (lr=1.4394e-03) (hash(x)=6349004)
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384 train 7.763897 (lr=1.4382e-03) (hash(x)=7013468)
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385 train 7.743126 (lr=1.4370e-03) (hash(x)=6045933)
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386 train 8.058770 (lr=1.4357e-03) (hash(x)=6571735)
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387 train 7.618285 (lr=1.4344e-03) (hash(x)=4986137)
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| 406 |
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388 train 7.301319 (lr=1.4332e-03) (hash(x)=5244912)
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| 407 |
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389 train 7.676934 (lr=1.4319e-03) (hash(x)=4798229)
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| 408 |
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390 train 7.732220 (lr=1.4306e-03) (hash(x)=5815783)
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| 409 |
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391 train 7.568341 (lr=1.4292e-03) (hash(x)=6008454)
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| 410 |
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392 train 7.795481 (lr=1.4279e-03) (hash(x)=6407333)
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| 411 |
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393 train 7.634244 (lr=1.4266e-03) (hash(x)=5938362)
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| 412 |
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394 train 7.521190 (lr=1.4252e-03) (hash(x)=6077124)
|
| 413 |
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395 train 7.766332 (lr=1.4238e-03) (hash(x)=6550770)
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| 414 |
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396 train 7.647344 (lr=1.4225e-03) (hash(x)=6181528)
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| 415 |
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397 train 7.859614 (lr=1.4211e-03) (hash(x)=7055344)
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| 416 |
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398 train 8.009485 (lr=1.4197e-03) (hash(x)=7689348)
|
| 417 |
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399 train 7.909332 (lr=1.4183e-03) (hash(x)=7682741)
|
| 418 |
+
400 val loss 7.8091
|
| 419 |
+
400 val perplexity 2462.8333
|
| 420 |
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400 train 7.728385 (lr=1.4169e-03) (hash(x)=5189401)
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| 421 |
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401 train 7.756392 (lr=1.4154e-03) (hash(x)=7372095)
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| 422 |
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402 train 7.839929 (lr=1.4140e-03) (hash(x)=6838219)
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| 423 |
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403 train 8.346878 (lr=1.4125e-03) (hash(x)=7892158)
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| 424 |
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404 train 7.963587 (lr=1.4110e-03) (hash(x)=5677077)
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405 train 7.590663 (lr=1.4096e-03) (hash(x)=5929740)
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| 426 |
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406 train 7.732174 (lr=1.4081e-03) (hash(x)=5285055)
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| 427 |
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407 train 7.801322 (lr=1.4066e-03) (hash(x)=7794028)
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| 428 |
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408 train 7.880821 (lr=1.4051e-03) (hash(x)=6640802)
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| 429 |
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409 train 7.963985 (lr=1.4035e-03) (hash(x)=6839923)
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| 430 |
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410 train 7.441358 (lr=1.4020e-03) (hash(x)=4020997)
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| 431 |
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411 train 7.625512 (lr=1.4005e-03) (hash(x)=7093523)
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| 432 |
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412 train 7.903796 (lr=1.3989e-03) (hash(x)=7370045)
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| 433 |
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413 train 7.649959 (lr=1.3973e-03) (hash(x)=5341312)
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| 434 |
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414 train 7.640549 (lr=1.3957e-03) (hash(x)=5589312)
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| 435 |
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415 train 8.138444 (lr=1.3942e-03) (hash(x)=6166062)
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| 436 |
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416 train 8.029768 (lr=1.3926e-03) (hash(x)=8354149)
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| 437 |
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417 train 7.663107 (lr=1.3909e-03) (hash(x)=5992164)
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| 438 |
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418 train 7.649403 (lr=1.3893e-03) (hash(x)=4748657)
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| 439 |
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419 train 7.688432 (lr=1.3877e-03) (hash(x)=6645781)
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| 440 |
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420 train 7.924760 (lr=1.3860e-03) (hash(x)=6689147)
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| 441 |
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421 train 7.788351 (lr=1.3844e-03) (hash(x)=6207724)
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| 442 |
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422 train 7.734213 (lr=1.3827e-03) (hash(x)=6232863)
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423 train 7.491404 (lr=1.3810e-03) (hash(x)=4811192)
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424 train 7.506578 (lr=1.3793e-03) (hash(x)=6211761)
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425 train 7.685887 (lr=1.3776e-03) (hash(x)=6906335)
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| 446 |
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426 train 7.614520 (lr=1.3759e-03) (hash(x)=4922365)
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| 447 |
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427 train 7.688290 (lr=1.3742e-03) (hash(x)=5970866)
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| 448 |
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428 train 7.583428 (lr=1.3725e-03) (hash(x)=6417833)
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| 449 |
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429 train 7.672919 (lr=1.3707e-03) (hash(x)=5238015)
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| 450 |
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430 train 7.615414 (lr=1.3690e-03) (hash(x)=5375451)
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| 451 |
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431 train 7.735305 (lr=1.3672e-03) (hash(x)=7822680)
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432 train 7.757323 (lr=1.3654e-03) (hash(x)=6173200)
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433 train 7.555243 (lr=1.3637e-03) (hash(x)=5478019)
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434 train 7.764196 (lr=1.3619e-03) (hash(x)=5597859)
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435 train 7.521608 (lr=1.3601e-03) (hash(x)=6317317)
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| 456 |
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436 train 7.745163 (lr=1.3582e-03) (hash(x)=7120467)
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| 457 |
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437 train 7.873893 (lr=1.3564e-03) (hash(x)=5832344)
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| 458 |
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438 train 7.777862 (lr=1.3546e-03) (hash(x)=6813802)
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| 459 |
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439 train 7.827317 (lr=1.3527e-03) (hash(x)=6431409)
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| 460 |
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440 train 7.934685 (lr=1.3509e-03) (hash(x)=5886861)
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| 461 |
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441 train 7.641377 (lr=1.3490e-03) (hash(x)=5900130)
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| 462 |
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442 train 7.851336 (lr=1.3471e-03) (hash(x)=6061563)
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| 463 |
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443 train 7.844938 (lr=1.3452e-03) (hash(x)=6653337)
|
| 464 |
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444 train 7.774863 (lr=1.3434e-03) (hash(x)=6575992)
|
| 465 |
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445 train 7.725399 (lr=1.3414e-03) (hash(x)=6696784)
|
| 466 |
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446 train 7.839738 (lr=1.3395e-03) (hash(x)=6242161)
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| 467 |
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447 train 7.716653 (lr=1.3376e-03) (hash(x)=5323032)
|
| 468 |
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448 train 7.505628 (lr=1.3357e-03) (hash(x)=6439367)
|
| 469 |
+
449 train 7.682821 (lr=1.3337e-03) (hash(x)=5372100)
|
| 470 |
+
450 val loss 7.7203
|
| 471 |
+
450 val perplexity 2253.6221
|
| 472 |
+
450 train 7.775460 (lr=1.3318e-03) (hash(x)=6344849)
|
| 473 |
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451 train 7.449935 (lr=1.3298e-03) (hash(x)=5125339)
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| 474 |
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452 train 7.461927 (lr=1.3278e-03) (hash(x)=4876156)
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| 475 |
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453 train 7.578495 (lr=1.3258e-03) (hash(x)=5664463)
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| 476 |
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454 train 7.457846 (lr=1.3238e-03) (hash(x)=6010042)
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| 477 |
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455 train 7.656401 (lr=1.3218e-03) (hash(x)=7363286)
|
| 478 |
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456 train 8.196832 (lr=1.3198e-03) (hash(x)=4873268)
|
| 479 |
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457 train 7.947922 (lr=1.3178e-03) (hash(x)=7444468)
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| 480 |
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458 train 7.963708 (lr=1.3158e-03) (hash(x)=6698134)
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| 481 |
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459 train 7.798575 (lr=1.3137e-03) (hash(x)=7670050)
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| 482 |
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460 train 7.792019 (lr=1.3117e-03) (hash(x)=6280866)
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| 483 |
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461 train 7.674026 (lr=1.3096e-03) (hash(x)=8189420)
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| 484 |
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462 train 7.778609 (lr=1.3075e-03) (hash(x)=6878292)
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| 485 |
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463 train 7.527696 (lr=1.3054e-03) (hash(x)=5616075)
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| 486 |
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464 train 7.732141 (lr=1.3033e-03) (hash(x)=5839939)
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| 487 |
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465 train 7.583973 (lr=1.3012e-03) (hash(x)=6360924)
|
| 488 |
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466 train 8.053835 (lr=1.2991e-03) (hash(x)=6466475)
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| 489 |
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467 train 7.816132 (lr=1.2970e-03) (hash(x)=6593764)
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| 490 |
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468 train 8.316963 (lr=1.2949e-03) (hash(x)=7389698)
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| 491 |
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469 train 7.953768 (lr=1.2928e-03) (hash(x)=6764377)
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| 492 |
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470 train 7.645196 (lr=1.2906e-03) (hash(x)=7293570)
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| 493 |
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471 train 7.685136 (lr=1.2885e-03) (hash(x)=5672608)
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| 494 |
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472 train 7.513605 (lr=1.2863e-03) (hash(x)=5587975)
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| 495 |
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473 train 7.418018 (lr=1.2841e-03) (hash(x)=6985256)
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474 train 8.032349 (lr=1.2819e-03) (hash(x)=6549231)
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475 train 7.740306 (lr=1.2797e-03) (hash(x)=6828653)
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476 train 7.575130 (lr=1.2775e-03) (hash(x)=5478970)
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477 train 7.614217 (lr=1.2753e-03) (hash(x)=5199845)
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478 train 7.677417 (lr=1.2731e-03) (hash(x)=6482073)
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| 501 |
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479 train 7.755421 (lr=1.2709e-03) (hash(x)=6839867)
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| 502 |
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480 train 7.753657 (lr=1.2687e-03) (hash(x)=7073454)
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| 503 |
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481 train 7.979162 (lr=1.2664e-03) (hash(x)=6928712)
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| 504 |
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482 train 7.738640 (lr=1.2642e-03) (hash(x)=5962982)
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| 505 |
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483 train 7.831345 (lr=1.2619e-03) (hash(x)=8426992)
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484 train 7.762107 (lr=1.2596e-03) (hash(x)=6422394)
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| 507 |
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485 train 7.715695 (lr=1.2574e-03) (hash(x)=5330355)
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| 508 |
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486 train 7.210474 (lr=1.2551e-03) (hash(x)=4111491)
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| 509 |
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487 train 7.239897 (lr=1.2528e-03) (hash(x)=4916928)
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| 510 |
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488 train 7.387963 (lr=1.2505e-03) (hash(x)=6610244)
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| 511 |
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489 train 7.822598 (lr=1.2482e-03) (hash(x)=7287928)
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| 512 |
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490 train 7.769091 (lr=1.2459e-03) (hash(x)=6525083)
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| 513 |
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491 train 7.709898 (lr=1.2435e-03) (hash(x)=6484050)
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| 514 |
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492 train 7.826107 (lr=1.2412e-03) (hash(x)=6573424)
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| 515 |
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493 train 7.715997 (lr=1.2389e-03) (hash(x)=5062850)
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| 516 |
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494 train 7.684770 (lr=1.2365e-03) (hash(x)=6215995)
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| 517 |
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495 train 7.825922 (lr=1.2341e-03) (hash(x)=8353379)
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| 518 |
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496 train 7.688693 (lr=1.2318e-03) (hash(x)=6344823)
|
| 519 |
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497 train 7.659286 (lr=1.2294e-03) (hash(x)=6805358)
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| 520 |
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498 train 7.565568 (lr=1.2270e-03) (hash(x)=6018070)
|
| 521 |
+
499 train 7.849277 (lr=1.2246e-03) (hash(x)=6552510)
|
| 522 |
+
500 val loss 7.7022
|
| 523 |
+
500 val perplexity 2213.2854
|
| 524 |
+
500 train 7.616573 (lr=1.2222e-03) (hash(x)=7218108)
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| 525 |
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501 train 7.790018 (lr=1.2198e-03) (hash(x)=5105545)
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| 526 |
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502 train 7.788584 (lr=1.2174e-03) (hash(x)=5997860)
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| 527 |
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503 train 7.612062 (lr=1.2150e-03) (hash(x)=4838871)
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| 528 |
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504 train 7.655845 (lr=1.2126e-03) (hash(x)=7105888)
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| 529 |
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505 train 7.929840 (lr=1.2101e-03) (hash(x)=5945286)
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| 530 |
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506 train 7.226278 (lr=1.2077e-03) (hash(x)=4381720)
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| 531 |
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507 train 7.011541 (lr=1.2052e-03) (hash(x)=3021697)
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| 532 |
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508 train 7.379128 (lr=1.2028e-03) (hash(x)=6826973)
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| 533 |
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509 train 7.847807 (lr=1.2003e-03) (hash(x)=6443070)
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| 534 |
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510 train 7.551422 (lr=1.1978e-03) (hash(x)=5520637)
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| 535 |
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511 train 7.781796 (lr=1.1954e-03) (hash(x)=6795665)
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| 536 |
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512 train 7.579126 (lr=1.1929e-03) (hash(x)=6063891)
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| 537 |
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513 train 8.066650 (lr=1.1904e-03) (hash(x)=7683068)
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| 538 |
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514 train 7.320961 (lr=1.1879e-03) (hash(x)=5526694)
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| 539 |
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515 train 7.426521 (lr=1.1854e-03) (hash(x)=5486935)
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| 540 |
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516 train 7.791752 (lr=1.1829e-03) (hash(x)=6002252)
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517 train 7.771213 (lr=1.1803e-03) (hash(x)=6115232)
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518 train 8.104203 (lr=1.1778e-03) (hash(x)=9039136)
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519 train 7.723840 (lr=1.1753e-03) (hash(x)=6678038)
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| 544 |
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520 train 7.866488 (lr=1.1727e-03) (hash(x)=5383926)
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| 545 |
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521 train 7.872234 (lr=1.1702e-03) (hash(x)=5747629)
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522 train 7.764795 (lr=1.1676e-03) (hash(x)=7090040)
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| 547 |
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523 train 7.999930 (lr=1.1651e-03) (hash(x)=6657714)
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524 train 7.674353 (lr=1.1625e-03) (hash(x)=5414034)
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525 train 7.758694 (lr=1.1599e-03) (hash(x)=6190642)
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526 train 7.864784 (lr=1.1573e-03) (hash(x)=7431177)
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527 train 7.742682 (lr=1.1548e-03) (hash(x)=6112215)
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528 train 7.855534 (lr=1.1522e-03) (hash(x)=6785874)
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529 train 7.603073 (lr=1.1496e-03) (hash(x)=7314989)
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530 train 7.824694 (lr=1.1470e-03) (hash(x)=6222614)
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531 train 7.964776 (lr=1.1443e-03) (hash(x)=8353143)
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532 train 8.078378 (lr=1.1417e-03) (hash(x)=6752498)
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533 train 7.823925 (lr=1.1391e-03) (hash(x)=5912570)
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534 train 7.952271 (lr=1.1365e-03) (hash(x)=5621785)
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| 559 |
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535 train 7.842968 (lr=1.1338e-03) (hash(x)=5915361)
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536 train 7.730354 (lr=1.1312e-03) (hash(x)=6853672)
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537 train 7.679391 (lr=1.1285e-03) (hash(x)=6369494)
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538 train 7.796976 (lr=1.1259e-03) (hash(x)=6039652)
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539 train 7.967696 (lr=1.1232e-03) (hash(x)=6254885)
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| 564 |
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540 train 7.774942 (lr=1.1205e-03) (hash(x)=5829860)
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541 train 7.698615 (lr=1.1179e-03) (hash(x)=5425120)
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| 566 |
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542 train 7.458246 (lr=1.1152e-03) (hash(x)=5209746)
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| 567 |
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543 train 8.052234 (lr=1.1125e-03) (hash(x)=5771588)
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| 568 |
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544 train 7.761955 (lr=1.1098e-03) (hash(x)=8298790)
|
| 569 |
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545 train 7.852404 (lr=1.1071e-03) (hash(x)=6763967)
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| 570 |
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546 train 7.833679 (lr=1.1044e-03) (hash(x)=4882397)
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| 571 |
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547 train 7.598743 (lr=1.1017e-03) (hash(x)=5561507)
|
| 572 |
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548 train 7.557584 (lr=1.0990e-03) (hash(x)=5762755)
|
| 573 |
+
549 train 7.723754 (lr=1.0963e-03) (hash(x)=7081151)
|
| 574 |
+
550 val loss 7.7346
|
| 575 |
+
550 val perplexity 2286.0605
|
| 576 |
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590 train 8.807196 (lr=9.8099e-04) (hash(x)=9176140)
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591 train 7.692350 (lr=9.7810e-04) (hash(x)=5486335)
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593 train 7.808455 (lr=9.7230e-04) (hash(x)=6964993)
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| 620 |
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594 train 8.057377 (lr=9.6940e-04) (hash(x)=6741270)
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595 train 8.288191 (lr=9.6650e-04) (hash(x)=7907450)
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| 625 |
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599 train 7.803565 (lr=9.5486e-04) (hash(x)=7295165)
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| 626 |
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600 val loss 7.7423
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| 627 |
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600 val perplexity 2303.7397
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| 628 |
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600 train 7.798344 (lr=9.5195e-04) (hash(x)=6034549)
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601 train 7.774276 (lr=9.4903e-04) (hash(x)=4913602)
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602 train 7.724575 (lr=9.4611e-04) (hash(x)=6271294)
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604 train 7.788796 (lr=9.4026e-04) (hash(x)=6848040)
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605 train 8.143744 (lr=9.3733e-04) (hash(x)=7042051)
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| 634 |
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606 train 7.991267 (lr=9.3440e-04) (hash(x)=6481002)
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607 train 7.641241 (lr=9.3147e-04) (hash(x)=6267424)
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608 train 8.024668 (lr=9.2854e-04) (hash(x)=7665306)
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609 train 7.880799 (lr=9.2560e-04) (hash(x)=5614727)
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610 train 7.894226 (lr=9.2267e-04) (hash(x)=7039197)
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612 train 7.997160 (lr=9.1678e-04) (hash(x)=6993846)
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613 train 8.056112 (lr=9.1384e-04) (hash(x)=5900143)
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614 train 7.911551 (lr=9.1090e-04) (hash(x)=4841318)
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615 train 7.868651 (lr=9.0795e-04) (hash(x)=5270452)
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616 train 7.774522 (lr=9.0500e-04) (hash(x)=5955026)
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617 train 7.881798 (lr=9.0205e-04) (hash(x)=8617707)
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618 train 7.706151 (lr=8.9910e-04) (hash(x)=5159401)
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619 train 7.712880 (lr=8.9615e-04) (hash(x)=6420820)
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620 train 7.681422 (lr=8.9319e-04) (hash(x)=6628863)
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621 train 7.444349 (lr=8.9024e-04) (hash(x)=6215930)
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622 train 7.771464 (lr=8.8728e-04) (hash(x)=5248645)
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623 train 7.657475 (lr=8.8432e-04) (hash(x)=6305297)
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624 train 8.155793 (lr=8.8136e-04) (hash(x)=6989704)
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625 train 7.777881 (lr=8.7840e-04) (hash(x)=4026682)
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626 train 7.634096 (lr=8.7544e-04) (hash(x)=6367688)
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627 train 7.707991 (lr=8.7248e-04) (hash(x)=7889849)
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628 train 7.883907 (lr=8.6952e-04) (hash(x)=7334719)
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629 train 7.948597 (lr=8.6655e-04) (hash(x)=6141721)
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630 train 8.701369 (lr=8.6359e-04) (hash(x)=5056572)
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631 train 8.065869 (lr=8.6062e-04) (hash(x)=6040077)
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632 train 8.181516 (lr=8.5766e-04) (hash(x)=6866651)
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633 train 8.443906 (lr=8.5469e-04) (hash(x)=6155449)
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634 train 8.041350 (lr=8.5172e-04) (hash(x)=6690174)
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635 train 7.793467 (lr=8.4876e-04) (hash(x)=5652497)
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636 train 7.805273 (lr=8.4579e-04) (hash(x)=5931050)
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637 train 7.934156 (lr=8.4282e-04) (hash(x)=6961314)
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638 train 7.764378 (lr=8.3985e-04) (hash(x)=5973636)
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| 667 |
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639 train 7.746509 (lr=8.3688e-04) (hash(x)=7130251)
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| 668 |
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640 train 7.452876 (lr=8.3391e-04) (hash(x)=7503390)
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| 669 |
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641 train 7.452590 (lr=8.3094e-04) (hash(x)=5927461)
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| 670 |
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642 train 7.734743 (lr=8.2797e-04) (hash(x)=6196741)
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| 671 |
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643 train 7.709318 (lr=8.2500e-04) (hash(x)=6610177)
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| 672 |
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644 train 7.650116 (lr=8.2203e-04) (hash(x)=6635147)
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| 673 |
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645 train 7.972590 (lr=8.1906e-04) (hash(x)=7277580)
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| 674 |
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646 train 7.571792 (lr=8.1609e-04) (hash(x)=5050080)
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| 675 |
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647 train 7.618207 (lr=8.1312e-04) (hash(x)=6508350)
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| 676 |
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648 train 7.855141 (lr=8.1015e-04) (hash(x)=5276338)
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| 677 |
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649 train 8.018814 (lr=8.0718e-04) (hash(x)=6536034)
|
| 678 |
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650 val loss 7.7466
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| 679 |
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650 val perplexity 2313.6189
|
| 680 |
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650 train 7.802743 (lr=8.0421e-04) (hash(x)=6944772)
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651 train 7.860034 (lr=8.0124e-04) (hash(x)=6994983)
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| 682 |
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652 train 7.758874 (lr=7.9828e-04) (hash(x)=7172017)
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653 train 7.866012 (lr=7.9531e-04) (hash(x)=8700721)
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654 train 7.870422 (lr=7.9234e-04) (hash(x)=6774360)
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655 train 7.712948 (lr=7.8938e-04) (hash(x)=5859576)
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| 686 |
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656 train 7.322742 (lr=7.8641e-04) (hash(x)=5899275)
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657 train 7.261871 (lr=7.8345e-04) (hash(x)=5264962)
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658 train 7.066477 (lr=7.8048e-04) (hash(x)=5679861)
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| 689 |
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659 train 7.560245 (lr=7.7752e-04) (hash(x)=5487065)
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660 train 7.374225 (lr=7.7456e-04) (hash(x)=4239476)
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661 train 7.652552 (lr=7.7160e-04) (hash(x)=5731624)
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662 train 7.759950 (lr=7.6864e-04) (hash(x)=5883465)
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663 train 7.577617 (lr=7.6568e-04) (hash(x)=4892065)
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| 694 |
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664 train 7.400456 (lr=7.6272e-04) (hash(x)=5858782)
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| 695 |
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665 train 7.672049 (lr=7.5976e-04) (hash(x)=5489496)
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666 train 7.357478 (lr=7.5681e-04) (hash(x)=4485195)
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| 697 |
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667 train 7.425244 (lr=7.5385e-04) (hash(x)=4933674)
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| 698 |
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668 train 7.688301 (lr=7.5090e-04) (hash(x)=5746292)
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669 train 7.681175 (lr=7.4795e-04) (hash(x)=7021003)
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670 train 7.856562 (lr=7.4500e-04) (hash(x)=5876710)
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671 train 7.884448 (lr=7.4205e-04) (hash(x)=7317289)
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672 train 7.997550 (lr=7.3910e-04) (hash(x)=5598226)
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673 train 7.801004 (lr=7.3616e-04) (hash(x)=7869305)
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674 train 7.885681 (lr=7.3322e-04) (hash(x)=6611408)
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675 train 7.829226 (lr=7.3027e-04) (hash(x)=6811522)
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676 train 7.820507 (lr=7.2733e-04) (hash(x)=6704714)
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677 train 7.686789 (lr=7.2440e-04) (hash(x)=6601423)
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678 train 7.905441 (lr=7.2146e-04) (hash(x)=6726071)
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679 train 7.313822 (lr=7.1853e-04) (hash(x)=5510218)
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680 train 8.137687 (lr=7.1560e-04) (hash(x)=7950952)
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681 train 7.829082 (lr=7.1267e-04) (hash(x)=7180298)
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682 train 7.667292 (lr=7.0974e-04) (hash(x)=6068813)
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683 train 7.769867 (lr=7.0681e-04) (hash(x)=7304235)
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684 train 7.857284 (lr=7.0389e-04) (hash(x)=7441806)
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685 train 7.918674 (lr=7.0097e-04) (hash(x)=8111920)
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686 train 8.539438 (lr=6.9805e-04) (hash(x)=6222783)
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687 train 7.774892 (lr=6.9514e-04) (hash(x)=6752265)
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688 train 7.585413 (lr=6.9222e-04) (hash(x)=6147634)
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689 train 7.629037 (lr=6.8931e-04) (hash(x)=6788720)
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| 720 |
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690 train 7.815164 (lr=6.8640e-04) (hash(x)=6413518)
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691 train 7.671808 (lr=6.8350e-04) (hash(x)=5994476)
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692 train 7.595612 (lr=6.8060e-04) (hash(x)=5462082)
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| 723 |
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693 train 7.601749 (lr=6.7770e-04) (hash(x)=5862533)
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| 724 |
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694 train 7.753817 (lr=6.7480e-04) (hash(x)=7132796)
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695 train 7.651483 (lr=6.7190e-04) (hash(x)=6530867)
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| 726 |
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696 train 7.744561 (lr=6.6901e-04) (hash(x)=7932207)
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| 727 |
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697 train 7.673405 (lr=6.6613e-04) (hash(x)=5914734)
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698 train 7.838843 (lr=6.6324e-04) (hash(x)=6361594)
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| 729 |
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699 train 7.790298 (lr=6.6036e-04) (hash(x)=5746260)
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| 730 |
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700 val loss 7.7090
|
| 731 |
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700 val perplexity 2228.3621
|
| 732 |
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700 train 7.752214 (lr=6.5748e-04) (hash(x)=7065743)
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| 733 |
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701 train 7.674419 (lr=6.5460e-04) (hash(x)=6856097)
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| 734 |
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702 train 7.762239 (lr=6.5173e-04) (hash(x)=7588648)
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703 train 7.664467 (lr=6.4886e-04) (hash(x)=5790078)
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704 train 7.687239 (lr=6.4600e-04) (hash(x)=6069422)
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705 train 7.999065 (lr=6.4314e-04) (hash(x)=5805002)
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706 train 7.640356 (lr=6.4028e-04) (hash(x)=5344711)
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707 train 7.519300 (lr=6.3742e-04) (hash(x)=6430135)
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708 train 7.682941 (lr=6.3457e-04) (hash(x)=6317763)
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709 train 7.574615 (lr=6.3172e-04) (hash(x)=6156715)
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710 train 7.924071 (lr=6.2888e-04) (hash(x)=6321494)
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711 train 8.020352 (lr=6.2604e-04) (hash(x)=7614023)
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712 train 7.928492 (lr=6.2320e-04) (hash(x)=6740380)
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713 train 7.771074 (lr=6.2037e-04) (hash(x)=4861744)
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714 train 7.656484 (lr=6.1754e-04) (hash(x)=6542179)
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715 train 7.709598 (lr=6.1472e-04) (hash(x)=5244861)
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717 train 7.680935 (lr=6.0908e-04) (hash(x)=7163697)
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747 train 7.750811 (lr=5.2679e-04) (hash(x)=6163272)
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| 780 |
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748 train 7.816018 (lr=5.2413e-04) (hash(x)=7025209)
|
| 781 |
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749 train 7.670505 (lr=5.2147e-04) (hash(x)=5774172)
|
| 782 |
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750 val loss 7.7031
|
| 783 |
+
750 val perplexity 2215.1321
|
| 784 |
+
750 train 7.765107 (lr=5.1882e-04) (hash(x)=5327301)
|
| 785 |
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751 train 7.564687 (lr=5.1618e-04) (hash(x)=5676768)
|
| 786 |
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752 train 7.245097 (lr=5.1354e-04) (hash(x)=4823304)
|
| 787 |
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753 train 7.378439 (lr=5.1091e-04) (hash(x)=6443895)
|
| 788 |
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754 train 8.171389 (lr=5.0828e-04) (hash(x)=8032890)
|
| 789 |
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755 train 8.196582 (lr=5.0566e-04) (hash(x)=6090561)
|
| 790 |
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756 train 7.585968 (lr=5.0305e-04) (hash(x)=4514262)
|
| 791 |
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757 train 8.070734 (lr=5.0044e-04) (hash(x)=7788628)
|
| 792 |
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758 train 7.975684 (lr=4.9784e-04) (hash(x)=7239456)
|
| 793 |
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759 train 7.995500 (lr=4.9525e-04) (hash(x)=5863092)
|
| 794 |
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760 train 7.698906 (lr=4.9266e-04) (hash(x)=5572628)
|
| 795 |
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761 train 7.790657 (lr=4.9008e-04) (hash(x)=7141354)
|
| 796 |
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762 train 8.013627 (lr=4.8750e-04) (hash(x)=7272638)
|
| 797 |
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763 train 7.833672 (lr=4.8493e-04) (hash(x)=7201312)
|
| 798 |
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764 train 7.884776 (lr=4.8237e-04) (hash(x)=6015388)
|
| 799 |
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765 train 7.937025 (lr=4.7981e-04) (hash(x)=6414278)
|
| 800 |
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766 train 7.676180 (lr=4.7726e-04) (hash(x)=7137466)
|
| 801 |
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767 train 8.276816 (lr=4.7472e-04) (hash(x)=7019489)
|
| 802 |
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768 train 7.827485 (lr=4.7219e-04) (hash(x)=7233453)
|
| 803 |
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769 train 7.574904 (lr=4.6966e-04) (hash(x)=7914626)
|
| 804 |
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770 train 7.648393 (lr=4.6714e-04) (hash(x)=5764080)
|
| 805 |
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771 train 7.706488 (lr=4.6462e-04) (hash(x)=6225608)
|
| 806 |
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772 train 7.757379 (lr=4.6211e-04) (hash(x)=8097255)
|
| 807 |
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773 train 7.751238 (lr=4.5961e-04) (hash(x)=5998078)
|
| 808 |
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774 train 7.891580 (lr=4.5712e-04) (hash(x)=5416254)
|
| 809 |
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775 train 7.535143 (lr=4.5463e-04) (hash(x)=5483019)
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| 810 |
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776 train 7.400356 (lr=4.5215e-04) (hash(x)=4702208)
|
| 811 |
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777 train 7.713267 (lr=4.4968e-04) (hash(x)=5911642)
|
| 812 |
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778 train 7.760357 (lr=4.4722e-04) (hash(x)=6132487)
|
| 813 |
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779 train 7.916764 (lr=4.4476e-04) (hash(x)=5903258)
|
| 814 |
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780 train 7.787920 (lr=4.4231e-04) (hash(x)=7915382)
|
| 815 |
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781 train 7.809634 (lr=4.3987e-04) (hash(x)=5632006)
|
| 816 |
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782 train 7.619497 (lr=4.3743e-04) (hash(x)=6518211)
|
| 817 |
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783 train 7.704856 (lr=4.3500e-04) (hash(x)=5968716)
|
| 818 |
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784 train 7.783559 (lr=4.3258e-04) (hash(x)=7344525)
|
| 819 |
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785 train 7.707767 (lr=4.3017e-04) (hash(x)=6401968)
|
| 820 |
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786 train 7.626086 (lr=4.2776e-04) (hash(x)=6276127)
|
| 821 |
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787 train 7.776628 (lr=4.2537e-04) (hash(x)=5778017)
|
| 822 |
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788 train 7.252889 (lr=4.2298e-04) (hash(x)=5387306)
|
| 823 |
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789 train 7.209515 (lr=4.2060e-04) (hash(x)=5772567)
|
| 824 |
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790 train 7.492179 (lr=4.1822e-04) (hash(x)=6383748)
|
| 825 |
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791 train 7.791690 (lr=4.1586e-04) (hash(x)=7780194)
|
| 826 |
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792 train 7.684799 (lr=4.1350e-04) (hash(x)=7119030)
|
| 827 |
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793 train 7.796825 (lr=4.1115e-04) (hash(x)=6424771)
|
| 828 |
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794 train 7.596975 (lr=4.0880e-04) (hash(x)=6540151)
|
| 829 |
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795 train 7.594086 (lr=4.0647e-04) (hash(x)=6140998)
|
| 830 |
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796 train 7.667497 (lr=4.0414e-04) (hash(x)=6208271)
|
| 831 |
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797 train 7.498034 (lr=4.0183e-04) (hash(x)=7859566)
|
| 832 |
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798 train 8.068578 (lr=3.9952e-04) (hash(x)=7064477)
|
| 833 |
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799 train 7.357923 (lr=3.9722e-04) (hash(x)=3784321)
|
| 834 |
+
800 val loss 7.6832
|
| 835 |
+
800 val perplexity 2171.5957
|
| 836 |
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800 train 7.643449 (lr=3.9492e-04) (hash(x)=4472758)
|
| 837 |
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801 train 7.587022 (lr=3.9264e-04) (hash(x)=5557891)
|
| 838 |
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802 train 7.736720 (lr=3.9036e-04) (hash(x)=7969325)
|
| 839 |
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803 train 7.734771 (lr=3.8809e-04) (hash(x)=5860821)
|
| 840 |
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804 train 7.757414 (lr=3.8583e-04) (hash(x)=6750848)
|
| 841 |
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805 train 7.702592 (lr=3.8358e-04) (hash(x)=5674826)
|
| 842 |
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806 train 7.487648 (lr=3.8134e-04) (hash(x)=5529163)
|
| 843 |
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807 train 7.909180 (lr=3.7910e-04) (hash(x)=7774109)
|
| 844 |
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808 train 7.695702 (lr=3.7688e-04) (hash(x)=6762509)
|
| 845 |
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809 train 7.795451 (lr=3.7466e-04) (hash(x)=5466449)
|
| 846 |
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810 train 7.671218 (lr=3.7245e-04) (hash(x)=7046935)
|
| 847 |
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811 train 8.476582 (lr=3.7026e-04) (hash(x)=7997664)
|
| 848 |
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812 train 7.833663 (lr=3.6806e-04) (hash(x)=6882594)
|
| 849 |
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813 train 7.996621 (lr=3.6588e-04) (hash(x)=7006517)
|
| 850 |
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814 train 7.877766 (lr=3.6371e-04) (hash(x)=6832530)
|
| 851 |
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815 train 7.688039 (lr=3.6155e-04) (hash(x)=6576749)
|
| 852 |
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816 train 7.788406 (lr=3.5939e-04) (hash(x)=8276629)
|
| 853 |
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817 train 7.607869 (lr=3.5725e-04) (hash(x)=6896198)
|
| 854 |
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818 train 7.825890 (lr=3.5511e-04) (hash(x)=5829252)
|
| 855 |
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819 train 8.003388 (lr=3.5298e-04) (hash(x)=7266655)
|
| 856 |
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820 train 7.674016 (lr=3.5086e-04) (hash(x)=6015975)
|
| 857 |
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821 train 7.667737 (lr=3.4875e-04) (hash(x)=5696696)
|
| 858 |
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822 train 7.672213 (lr=3.4665e-04) (hash(x)=5411666)
|
| 859 |
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823 train 7.940804 (lr=3.4456e-04) (hash(x)=7072404)
|
| 860 |
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824 train 7.497922 (lr=3.4248e-04) (hash(x)=4910095)
|
| 861 |
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825 train 7.663493 (lr=3.4041e-04) (hash(x)=6590657)
|
| 862 |
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826 train 7.635783 (lr=3.3835e-04) (hash(x)=7665574)
|
| 863 |
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827 train 7.674464 (lr=3.3629e-04) (hash(x)=6626459)
|
| 864 |
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828 train 7.727785 (lr=3.3425e-04) (hash(x)=6731971)
|
| 865 |
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829 train 7.717244 (lr=3.3221e-04) (hash(x)=5644977)
|
| 866 |
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830 train 7.674600 (lr=3.3019e-04) (hash(x)=6238654)
|
| 867 |
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831 train 7.577949 (lr=3.2817e-04) (hash(x)=6556025)
|
| 868 |
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832 train 7.887453 (lr=3.2617e-04) (hash(x)=7175563)
|
| 869 |
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833 train 7.790633 (lr=3.2417e-04) (hash(x)=6407492)
|
| 870 |
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834 train 7.553496 (lr=3.2219e-04) (hash(x)=4934335)
|
| 871 |
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835 train 7.583318 (lr=3.2021e-04) (hash(x)=5942129)
|
| 872 |
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836 train 7.639629 (lr=3.1824e-04) (hash(x)=5995643)
|
| 873 |
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837 train 7.696274 (lr=3.1629e-04) (hash(x)=6012163)
|
| 874 |
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838 train 7.795301 (lr=3.1434e-04) (hash(x)=8464831)
|
| 875 |
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839 train 8.035112 (lr=3.1240e-04) (hash(x)=7325027)
|
| 876 |
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840 train 7.897722 (lr=3.1047e-04) (hash(x)=6785865)
|
| 877 |
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841 train 7.808799 (lr=3.0856e-04) (hash(x)=4425520)
|
| 878 |
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842 train 7.593394 (lr=3.0665e-04) (hash(x)=5388267)
|
| 879 |
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843 train 7.866083 (lr=3.0475e-04) (hash(x)=7322467)
|
| 880 |
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844 train 7.677780 (lr=3.0286e-04) (hash(x)=6681766)
|
| 881 |
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845 train 7.689533 (lr=3.0099e-04) (hash(x)=7482800)
|
| 882 |
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846 train 7.656269 (lr=2.9912e-04) (hash(x)=5554493)
|
| 883 |
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847 train 7.849956 (lr=2.9726e-04) (hash(x)=6373412)
|
| 884 |
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848 train 7.271985 (lr=2.9542e-04) (hash(x)=5117517)
|
| 885 |
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849 train 7.544342 (lr=2.9358e-04) (hash(x)=6981426)
|
| 886 |
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850 val loss 7.6707
|
| 887 |
+
850 val perplexity 2144.5098
|
| 888 |
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850 train 7.494731 (lr=2.9175e-04) (hash(x)=6886188)
|
| 889 |
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851 train 7.700901 (lr=2.8994e-04) (hash(x)=7332255)
|
| 890 |
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852 train 7.724967 (lr=2.8813e-04) (hash(x)=6172042)
|
| 891 |
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853 train 7.865021 (lr=2.8634e-04) (hash(x)=5930894)
|
| 892 |
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854 train 7.939175 (lr=2.8455e-04) (hash(x)=7448958)
|
| 893 |
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855 train 7.697061 (lr=2.8278e-04) (hash(x)=5262868)
|
| 894 |
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856 train 7.593933 (lr=2.8102e-04) (hash(x)=5558427)
|
| 895 |
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857 train 7.472877 (lr=2.7926e-04) (hash(x)=5585769)
|
| 896 |
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858 train 7.354484 (lr=2.7752e-04) (hash(x)=5838081)
|
| 897 |
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859 train 7.521293 (lr=2.7579e-04) (hash(x)=5688247)
|
| 898 |
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860 train 7.678061 (lr=2.7407e-04) (hash(x)=5162020)
|
| 899 |
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861 train 7.860267 (lr=2.7236e-04) (hash(x)=7462079)
|
| 900 |
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862 train 7.645485 (lr=2.7066e-04) (hash(x)=6516108)
|
| 901 |
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863 train 7.469573 (lr=2.6897e-04) (hash(x)=8055563)
|
| 902 |
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864 train 7.645856 (lr=2.6729e-04) (hash(x)=6271901)
|
| 903 |
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865 train 7.686551 (lr=2.6562e-04) (hash(x)=6221701)
|
| 904 |
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866 train 7.715338 (lr=2.6396e-04) (hash(x)=5772861)
|
| 905 |
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867 train 7.699280 (lr=2.6232e-04) (hash(x)=5352405)
|
| 906 |
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868 train 7.710816 (lr=2.6068e-04) (hash(x)=6111630)
|
| 907 |
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869 train 7.780591 (lr=2.5906e-04) (hash(x)=6730666)
|
| 908 |
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870 train 7.904331 (lr=2.5745e-04) (hash(x)=8698315)
|
| 909 |
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871 train 7.596307 (lr=2.5584e-04) (hash(x)=5932790)
|
| 910 |
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872 train 8.021507 (lr=2.5425e-04) (hash(x)=8099892)
|
| 911 |
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873 train 7.602163 (lr=2.5267e-04) (hash(x)=6223114)
|
| 912 |
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874 train 7.695676 (lr=2.5110e-04) (hash(x)=5798363)
|
| 913 |
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875 train 7.588592 (lr=2.4955e-04) (hash(x)=6249312)
|
| 914 |
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876 train 7.739114 (lr=2.4800e-04) (hash(x)=6929692)
|
| 915 |
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877 train 7.832918 (lr=2.4646e-04) (hash(x)=7242827)
|
| 916 |
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878 train 7.602659 (lr=2.4494e-04) (hash(x)=6332123)
|
| 917 |
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879 train 7.473407 (lr=2.4343e-04) (hash(x)=5680154)
|
| 918 |
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880 train 7.865421 (lr=2.4192e-04) (hash(x)=6352331)
|
| 919 |
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881 train 7.685202 (lr=2.4043e-04) (hash(x)=6332332)
|
| 920 |
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882 train 7.758831 (lr=2.3895e-04) (hash(x)=6180674)
|
| 921 |
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883 train 7.696301 (lr=2.3749e-04) (hash(x)=8156280)
|
| 922 |
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884 train 7.721699 (lr=2.3603e-04) (hash(x)=5874247)
|
| 923 |
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885 train 7.665419 (lr=2.3458e-04) (hash(x)=6659781)
|
| 924 |
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886 train 7.776476 (lr=2.3315e-04) (hash(x)=5780147)
|
| 925 |
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887 train 7.595325 (lr=2.3173e-04) (hash(x)=5914217)
|
| 926 |
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888 train 7.466845 (lr=2.3032e-04) (hash(x)=5411762)
|
| 927 |
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889 train 7.725003 (lr=2.2892e-04) (hash(x)=6714110)
|
| 928 |
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890 train 7.411947 (lr=2.2753e-04) (hash(x)=5999685)
|
| 929 |
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891 train 7.599505 (lr=2.2615e-04) (hash(x)=7120215)
|
| 930 |
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892 train 7.857563 (lr=2.2479e-04) (hash(x)=6546587)
|
| 931 |
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893 train 7.658692 (lr=2.2344e-04) (hash(x)=6593413)
|
| 932 |
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894 train 7.736757 (lr=2.2209e-04) (hash(x)=6369927)
|
| 933 |
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895 train 7.644802 (lr=2.2076e-04) (hash(x)=6424128)
|
| 934 |
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896 train 7.611937 (lr=2.1945e-04) (hash(x)=5736158)
|
| 935 |
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897 train 7.422611 (lr=2.1814e-04) (hash(x)=5903043)
|
| 936 |
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898 train 7.499266 (lr=2.1685e-04) (hash(x)=4419128)
|
| 937 |
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899 train 7.306860 (lr=2.1556e-04) (hash(x)=4390027)
|
| 938 |
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900 val loss 7.6569
|
| 939 |
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900 val perplexity 2115.1245
|
| 940 |
+
900 train 7.580153 (lr=2.1429e-04) (hash(x)=6728135)
|
| 941 |
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901 train 7.705926 (lr=2.1303e-04) (hash(x)=6945760)
|
| 942 |
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902 train 7.673790 (lr=2.1179e-04) (hash(x)=6081534)
|
| 943 |
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903 train 7.739121 (lr=2.1055e-04) (hash(x)=7804089)
|
| 944 |
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904 train 7.749308 (lr=2.0933e-04) (hash(x)=6225832)
|
| 945 |
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905 train 7.776077 (lr=2.0812e-04) (hash(x)=6273417)
|
| 946 |
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906 train 7.822191 (lr=2.0692e-04) (hash(x)=7775633)
|
| 947 |
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907 train 7.813146 (lr=2.0573e-04) (hash(x)=7130267)
|
| 948 |
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908 train 7.592674 (lr=2.0455e-04) (hash(x)=6554076)
|
| 949 |
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909 train 7.711257 (lr=2.0339e-04) (hash(x)=6140697)
|
| 950 |
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910 train 7.524534 (lr=2.0224e-04) (hash(x)=6128181)
|
| 951 |
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911 train 7.585888 (lr=2.0110e-04) (hash(x)=6490149)
|
| 952 |
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912 train 7.228277 (lr=1.9997e-04) (hash(x)=5422426)
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| 953 |
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913 train 7.630261 (lr=1.9885e-04) (hash(x)=4847733)
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| 954 |
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914 train 7.657506 (lr=1.9775e-04) (hash(x)=6349747)
|
| 955 |
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915 train 7.943142 (lr=1.9666e-04) (hash(x)=9276378)
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| 956 |
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916 train 7.552117 (lr=1.9558e-04) (hash(x)=6869524)
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| 957 |
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917 train 7.594892 (lr=1.9451e-04) (hash(x)=7082053)
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| 958 |
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918 train 7.632938 (lr=1.9346e-04) (hash(x)=7799351)
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| 959 |
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919 train 7.835704 (lr=1.9242e-04) (hash(x)=6283540)
|
| 960 |
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920 train 7.607046 (lr=1.9139e-04) (hash(x)=6660860)
|
| 961 |
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921 train 7.537795 (lr=1.9037e-04) (hash(x)=5200956)
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| 962 |
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922 train 7.665108 (lr=1.8936e-04) (hash(x)=5653241)
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| 963 |
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923 train 7.787826 (lr=1.8837e-04) (hash(x)=5781680)
|
| 964 |
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924 train 7.766808 (lr=1.8739e-04) (hash(x)=6146666)
|
| 965 |
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925 train 7.590612 (lr=1.8642e-04) (hash(x)=8652907)
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| 966 |
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926 train 7.395837 (lr=1.8547e-04) (hash(x)=5311546)
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| 967 |
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927 train 7.577305 (lr=1.8452e-04) (hash(x)=5728337)
|
| 968 |
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928 train 7.529030 (lr=1.8359e-04) (hash(x)=5413240)
|
| 969 |
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929 train 7.635933 (lr=1.8267e-04) (hash(x)=5832401)
|
| 970 |
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930 train 7.353016 (lr=1.8176e-04) (hash(x)=7420230)
|
| 971 |
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931 train 7.710123 (lr=1.8087e-04) (hash(x)=6278202)
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| 972 |
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932 train 7.635953 (lr=1.7999e-04) (hash(x)=6189873)
|
| 973 |
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933 train 7.760139 (lr=1.7912e-04) (hash(x)=7403868)
|
| 974 |
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934 train 7.591611 (lr=1.7826e-04) (hash(x)=6867459)
|
| 975 |
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935 train 7.789165 (lr=1.7742e-04) (hash(x)=7400272)
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| 976 |
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936 train 7.795142 (lr=1.7659e-04) (hash(x)=7936275)
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| 977 |
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937 train 7.518725 (lr=1.7577e-04) (hash(x)=5943413)
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| 978 |
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938 train 7.744372 (lr=1.7496e-04) (hash(x)=5442166)
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| 979 |
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939 train 7.630917 (lr=1.7417e-04) (hash(x)=5795128)
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| 980 |
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940 train 7.863900 (lr=1.7339e-04) (hash(x)=6831680)
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| 981 |
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941 train 7.516699 (lr=1.7262e-04) (hash(x)=5519980)
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| 982 |
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942 train 7.564527 (lr=1.7186e-04) (hash(x)=6765461)
|
| 983 |
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943 train 7.548002 (lr=1.7112e-04) (hash(x)=6473432)
|
| 984 |
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944 train 7.476457 (lr=1.7039e-04) (hash(x)=6490395)
|
| 985 |
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945 train 7.664333 (lr=1.6967e-04) (hash(x)=5484669)
|
| 986 |
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946 train 7.712130 (lr=1.6896e-04) (hash(x)=7278970)
|
| 987 |
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947 train 7.645688 (lr=1.6827e-04) (hash(x)=5201502)
|
| 988 |
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948 train 7.856702 (lr=1.6759e-04) (hash(x)=7277915)
|
| 989 |
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949 train 7.636239 (lr=1.6692e-04) (hash(x)=7227057)
|
| 990 |
+
950 val loss 7.6439
|
| 991 |
+
950 val perplexity 2087.7759
|
| 992 |
+
950 train 7.814282 (lr=1.6627e-04) (hash(x)=8178996)
|
| 993 |
+
951 train 7.957230 (lr=1.6563e-04) (hash(x)=6922646)
|
| 994 |
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952 train 7.483897 (lr=1.6500e-04) (hash(x)=5941772)
|
| 995 |
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953 train 7.477944 (lr=1.6438e-04) (hash(x)=6056673)
|
| 996 |
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954 train 7.890904 (lr=1.6378e-04) (hash(x)=6912178)
|
| 997 |
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955 train 7.378562 (lr=1.6319e-04) (hash(x)=5484641)
|
| 998 |
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956 train 7.723104 (lr=1.6261e-04) (hash(x)=5121117)
|
| 999 |
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957 train 7.754626 (lr=1.6205e-04) (hash(x)=7100865)
|
| 1000 |
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958 train 7.448507 (lr=1.6149e-04) (hash(x)=5334280)
|
| 1001 |
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959 train 7.559502 (lr=1.6095e-04) (hash(x)=7277141)
|
| 1002 |
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960 train 7.528415 (lr=1.6043e-04) (hash(x)=6401960)
|
| 1003 |
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961 train 7.594846 (lr=1.5991e-04) (hash(x)=6407603)
|
| 1004 |
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962 train 7.761965 (lr=1.5941e-04) (hash(x)=5786089)
|
| 1005 |
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963 train 7.634901 (lr=1.5893e-04) (hash(x)=5604614)
|
| 1006 |
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964 train 7.643066 (lr=1.5845e-04) (hash(x)=5454287)
|
| 1007 |
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965 train 7.757003 (lr=1.5799e-04) (hash(x)=6200612)
|
| 1008 |
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966 train 7.698393 (lr=1.5754e-04) (hash(x)=5691759)
|
| 1009 |
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967 train 7.683063 (lr=1.5710e-04) (hash(x)=7443124)
|
| 1010 |
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968 train 7.701757 (lr=1.5668e-04) (hash(x)=6711366)
|
| 1011 |
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969 train 7.617918 (lr=1.5627e-04) (hash(x)=6728764)
|
| 1012 |
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970 train 7.898620 (lr=1.5587e-04) (hash(x)=6870240)
|
| 1013 |
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971 train 7.598179 (lr=1.5549e-04) (hash(x)=5601968)
|
| 1014 |
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972 train 7.398835 (lr=1.5512e-04) (hash(x)=5311504)
|
| 1015 |
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973 train 7.659829 (lr=1.5476e-04) (hash(x)=6877761)
|
| 1016 |
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974 train 7.732410 (lr=1.5441e-04) (hash(x)=6457033)
|
| 1017 |
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975 train 7.651257 (lr=1.5408e-04) (hash(x)=5632735)
|
| 1018 |
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976 train 7.787086 (lr=1.5376e-04) (hash(x)=6024880)
|
| 1019 |
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977 train 7.542364 (lr=1.5345e-04) (hash(x)=5658845)
|
| 1020 |
+
978 train 7.431050 (lr=1.5316e-04) (hash(x)=6089461)
|
| 1021 |
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979 train 7.500515 (lr=1.5288e-04) (hash(x)=5594810)
|
| 1022 |
+
980 train 7.270208 (lr=1.5261e-04) (hash(x)=4667026)
|
| 1023 |
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981 train 7.138039 (lr=1.5236e-04) (hash(x)=4738523)
|
| 1024 |
+
982 train 7.463640 (lr=1.5212e-04) (hash(x)=7451876)
|
| 1025 |
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983 train 7.730307 (lr=1.5189e-04) (hash(x)=5881015)
|
| 1026 |
+
984 train 7.678827 (lr=1.5167e-04) (hash(x)=6255031)
|
| 1027 |
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985 train 7.476201 (lr=1.5147e-04) (hash(x)=5263325)
|
| 1028 |
+
986 train 7.535008 (lr=1.5128e-04) (hash(x)=6654585)
|
| 1029 |
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987 train 7.627296 (lr=1.5110e-04) (hash(x)=6865361)
|
| 1030 |
+
988 train 7.705475 (lr=1.5094e-04) (hash(x)=6978986)
|
| 1031 |
+
989 train 7.759354 (lr=1.5079e-04) (hash(x)=5644619)
|
| 1032 |
+
990 train 7.605429 (lr=1.5065e-04) (hash(x)=6551023)
|
| 1033 |
+
991 train 7.590601 (lr=1.5053e-04) (hash(x)=5809411)
|
| 1034 |
+
992 train 7.664506 (lr=1.5042e-04) (hash(x)=5501837)
|
| 1035 |
+
993 train 7.671896 (lr=1.5032e-04) (hash(x)=7044374)
|
| 1036 |
+
994 train 7.612270 (lr=1.5024e-04) (hash(x)=6526130)
|
| 1037 |
+
995 train 7.754712 (lr=1.5016e-04) (hash(x)=6293025)
|
| 1038 |
+
996 train 7.752643 (lr=1.5010e-04) (hash(x)=6295768)
|
| 1039 |
+
997 train 7.521879 (lr=1.5006e-04) (hash(x)=5189023)
|
| 1040 |
+
998 train 7.345703 (lr=1.5003e-04) (hash(x)=6255467)
|
| 1041 |
+
999 val loss 7.6334
|
| 1042 |
+
999 val perplexity 2065.9690
|
| 1043 |
+
999 train 7.719183 (lr=1.5001e-04) (hash(x)=7232964)
|
lr1.5e-3_total_batch_size5120_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:78b314fc4cc7361f75bdaeebd31605037a6a50c43e4ce0db644aa6e4a44ffc72
|
| 3 |
+
size 36163010
|
lr1.5e-3_total_batch_size5120_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6edb7fbda12553b8fabea56f7da425c5868914bd1c7b2afd4b6ba4c6da77ee02
|
| 3 |
+
size 70764358
|