Upload folder using huggingface_hub
Browse files- lr3e-3_total_batch_size5120_seq_len512/args.json +1 -0
- lr3e-3_total_batch_size5120_seq_len512/dataloader_00999.pt +3 -0
- lr3e-3_total_batch_size5120_seq_len512/log2.txt +1043 -0
- lr3e-3_total_batch_size5120_seq_len512/model_00999.pt +3 -0
- lr3e-3_total_batch_size5120_seq_len512/optimizer_00999.pt +3 -0
lr3e-3_total_batch_size5120_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr3e-3_total_batch_size5120_seq_len512", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 512, "batch_size": null, "total_batch_size": 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": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr3e-3_total_batch_size5120_seq_len512/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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lr3e-3_total_batch_size5120_seq_len512/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7800
|
| 3 |
+
0 val perplexity 130608.6406
|
| 4 |
+
0 train 11.762018 (lr=1.0490e-05) (hash(x)=22886834)
|
| 5 |
+
1 train 11.760261 (lr=2.0979e-05) (hash(x)=26375038)
|
| 6 |
+
2 train 11.718584 (lr=3.1469e-05) (hash(x)=30598777)
|
| 7 |
+
3 train 11.717956 (lr=4.1958e-05) (hash(x)=27234506)
|
| 8 |
+
4 train 11.631213 (lr=5.2448e-05) (hash(x)=27767880)
|
| 9 |
+
5 train 11.600010 (lr=6.2937e-05) (hash(x)=23702020)
|
| 10 |
+
6 train 11.535187 (lr=7.3427e-05) (hash(x)=31986844)
|
| 11 |
+
7 train 11.432528 (lr=8.3916e-05) (hash(x)=20782690)
|
| 12 |
+
8 train 11.322848 (lr=9.4406e-05) (hash(x)=25201599)
|
| 13 |
+
9 train 11.262590 (lr=1.0490e-04) (hash(x)=23094976)
|
| 14 |
+
10 train 11.144441 (lr=1.1538e-04) (hash(x)=23841096)
|
| 15 |
+
11 train 10.959437 (lr=1.2587e-04) (hash(x)=26532095)
|
| 16 |
+
12 train 10.889548 (lr=1.3636e-04) (hash(x)=24432298)
|
| 17 |
+
13 train 10.736397 (lr=1.4685e-04) (hash(x)=27151649)
|
| 18 |
+
14 train 10.616040 (lr=1.5734e-04) (hash(x)=24596846)
|
| 19 |
+
15 train 10.477584 (lr=1.6783e-04) (hash(x)=23890908)
|
| 20 |
+
16 train 10.376515 (lr=1.7832e-04) (hash(x)=28913955)
|
| 21 |
+
17 train 10.278032 (lr=1.8881e-04) (hash(x)=25588236)
|
| 22 |
+
18 train 10.349444 (lr=1.9930e-04) (hash(x)=23770034)
|
| 23 |
+
19 train 10.230525 (lr=2.0979e-04) (hash(x)=24011372)
|
| 24 |
+
20 train 10.026118 (lr=2.2028e-04) (hash(x)=25441898)
|
| 25 |
+
21 train 10.201641 (lr=2.3077e-04) (hash(x)=28375581)
|
| 26 |
+
22 train 10.003260 (lr=2.4126e-04) (hash(x)=24046679)
|
| 27 |
+
23 train 10.058246 (lr=2.5175e-04) (hash(x)=24611628)
|
| 28 |
+
24 train 10.012608 (lr=2.6224e-04) (hash(x)=26169030)
|
| 29 |
+
25 train 9.996007 (lr=2.7273e-04) (hash(x)=30298407)
|
| 30 |
+
26 train 9.851203 (lr=2.8322e-04) (hash(x)=23711112)
|
| 31 |
+
27 train 9.637230 (lr=2.9371e-04) (hash(x)=19245352)
|
| 32 |
+
28 train 9.547346 (lr=3.0420e-04) (hash(x)=21529136)
|
| 33 |
+
29 train 9.813288 (lr=3.1469e-04) (hash(x)=28936608)
|
| 34 |
+
30 train 9.446461 (lr=3.2517e-04) (hash(x)=24339013)
|
| 35 |
+
31 train 9.282298 (lr=3.3566e-04) (hash(x)=25767553)
|
| 36 |
+
32 train 9.300721 (lr=3.4615e-04) (hash(x)=26439905)
|
| 37 |
+
33 train 9.572387 (lr=3.5664e-04) (hash(x)=31093473)
|
| 38 |
+
34 train 9.186543 (lr=3.6713e-04) (hash(x)=25450374)
|
| 39 |
+
35 train 9.142092 (lr=3.7762e-04) (hash(x)=24809873)
|
| 40 |
+
36 train 9.229797 (lr=3.8811e-04) (hash(x)=23253252)
|
| 41 |
+
37 train 9.266380 (lr=3.9860e-04) (hash(x)=27852919)
|
| 42 |
+
38 train 8.981488 (lr=4.0909e-04) (hash(x)=23327497)
|
| 43 |
+
39 train 8.870475 (lr=4.1958e-04) (hash(x)=22512166)
|
| 44 |
+
40 train 9.071976 (lr=4.3007e-04) (hash(x)=22859419)
|
| 45 |
+
41 train 8.877315 (lr=4.4056e-04) (hash(x)=27620338)
|
| 46 |
+
42 train 8.834985 (lr=4.5105e-04) (hash(x)=26397837)
|
| 47 |
+
43 train 8.845454 (lr=4.6154e-04) (hash(x)=28092148)
|
| 48 |
+
44 train 8.718257 (lr=4.7203e-04) (hash(x)=24662703)
|
| 49 |
+
45 train 8.935245 (lr=4.8252e-04) (hash(x)=27938767)
|
| 50 |
+
46 train 9.097150 (lr=4.9301e-04) (hash(x)=26037988)
|
| 51 |
+
47 train 8.615035 (lr=5.0350e-04) (hash(x)=24732833)
|
| 52 |
+
48 train 8.663086 (lr=5.1399e-04) (hash(x)=25259526)
|
| 53 |
+
49 train 8.594772 (lr=5.2448e-04) (hash(x)=23200230)
|
| 54 |
+
50 val loss 8.5612
|
| 55 |
+
50 val perplexity 5224.9429
|
| 56 |
+
50 train 8.558077 (lr=5.3497e-04) (hash(x)=26721357)
|
| 57 |
+
51 train 8.459423 (lr=5.4545e-04) (hash(x)=22694718)
|
| 58 |
+
52 train 10.888686 (lr=5.5594e-04) (hash(x)=28066766)
|
| 59 |
+
53 train 8.425588 (lr=5.6643e-04) (hash(x)=23125151)
|
| 60 |
+
54 train 8.518469 (lr=5.7692e-04) (hash(x)=27193725)
|
| 61 |
+
55 train 8.305635 (lr=5.8741e-04) (hash(x)=25129410)
|
| 62 |
+
56 train 8.362761 (lr=5.9790e-04) (hash(x)=24263988)
|
| 63 |
+
57 train 8.098498 (lr=6.0839e-04) (hash(x)=23059154)
|
| 64 |
+
58 train 8.348338 (lr=6.1888e-04) (hash(x)=26063864)
|
| 65 |
+
59 train 8.520139 (lr=6.2937e-04) (hash(x)=27858570)
|
| 66 |
+
60 train 8.262812 (lr=6.3986e-04) (hash(x)=23874620)
|
| 67 |
+
61 train 8.091093 (lr=6.5035e-04) (hash(x)=22402617)
|
| 68 |
+
62 train 8.146502 (lr=6.6084e-04) (hash(x)=23600822)
|
| 69 |
+
63 train 7.953904 (lr=6.7133e-04) (hash(x)=26582391)
|
| 70 |
+
64 train 7.957869 (lr=6.8182e-04) (hash(x)=23225283)
|
| 71 |
+
65 train 8.362988 (lr=6.9231e-04) (hash(x)=26075451)
|
| 72 |
+
66 train 7.975824 (lr=7.0280e-04) (hash(x)=24723419)
|
| 73 |
+
67 train 8.150385 (lr=7.1329e-04) (hash(x)=27279806)
|
| 74 |
+
68 train 7.992424 (lr=7.2378e-04) (hash(x)=25870391)
|
| 75 |
+
69 train 8.137382 (lr=7.3427e-04) (hash(x)=26188136)
|
| 76 |
+
70 train 8.313684 (lr=7.4476e-04) (hash(x)=30373443)
|
| 77 |
+
71 train 8.235140 (lr=7.5524e-04) (hash(x)=26472336)
|
| 78 |
+
72 train 8.038657 (lr=7.6573e-04) (hash(x)=26651572)
|
| 79 |
+
73 train 8.085325 (lr=7.7622e-04) (hash(x)=26376212)
|
| 80 |
+
74 train 8.086051 (lr=7.8671e-04) (hash(x)=26733350)
|
| 81 |
+
75 train 8.251344 (lr=7.9720e-04) (hash(x)=28301589)
|
| 82 |
+
76 train 8.099861 (lr=8.0769e-04) (hash(x)=27599559)
|
| 83 |
+
77 train 8.119344 (lr=8.1818e-04) (hash(x)=28035221)
|
| 84 |
+
78 train 8.137954 (lr=8.2867e-04) (hash(x)=25016783)
|
| 85 |
+
79 train 8.157538 (lr=8.3916e-04) (hash(x)=27654289)
|
| 86 |
+
80 train 7.964523 (lr=8.4965e-04) (hash(x)=24597558)
|
| 87 |
+
81 train 7.800640 (lr=8.6014e-04) (hash(x)=21560904)
|
| 88 |
+
82 train 7.728832 (lr=8.7063e-04) (hash(x)=21983837)
|
| 89 |
+
83 train 7.945615 (lr=8.8112e-04) (hash(x)=24995715)
|
| 90 |
+
84 train 8.263102 (lr=8.9161e-04) (hash(x)=29876413)
|
| 91 |
+
85 train 7.897574 (lr=9.0210e-04) (hash(x)=23792508)
|
| 92 |
+
86 train 7.825984 (lr=9.1259e-04) (hash(x)=25509120)
|
| 93 |
+
87 train 8.065989 (lr=9.2308e-04) (hash(x)=26559876)
|
| 94 |
+
88 train 7.967267 (lr=9.3357e-04) (hash(x)=23569647)
|
| 95 |
+
89 train 7.990154 (lr=9.4406e-04) (hash(x)=25758852)
|
| 96 |
+
90 train 7.823780 (lr=9.5455e-04) (hash(x)=25706298)
|
| 97 |
+
91 train 7.992212 (lr=9.6503e-04) (hash(x)=28364895)
|
| 98 |
+
92 train 7.853757 (lr=9.7552e-04) (hash(x)=25304663)
|
| 99 |
+
93 train 7.918347 (lr=9.8601e-04) (hash(x)=25269299)
|
| 100 |
+
94 train 8.089424 (lr=9.9650e-04) (hash(x)=25870566)
|
| 101 |
+
95 train 7.689047 (lr=1.0070e-03) (hash(x)=21770329)
|
| 102 |
+
96 train 8.209849 (lr=1.0175e-03) (hash(x)=27595900)
|
| 103 |
+
97 train 8.121750 (lr=1.0280e-03) (hash(x)=24785397)
|
| 104 |
+
98 train 7.855667 (lr=1.0385e-03) (hash(x)=21521480)
|
| 105 |
+
99 train 7.967109 (lr=1.0490e-03) (hash(x)=24628606)
|
| 106 |
+
100 val loss 8.0063
|
| 107 |
+
100 val perplexity 2999.6599
|
| 108 |
+
100 train 8.093553 (lr=1.0594e-03) (hash(x)=24670150)
|
| 109 |
+
101 train 7.988746 (lr=1.0699e-03) (hash(x)=23181910)
|
| 110 |
+
102 train 7.887452 (lr=1.0804e-03) (hash(x)=22714991)
|
| 111 |
+
103 train 7.823487 (lr=1.0909e-03) (hash(x)=22723459)
|
| 112 |
+
104 train 7.802074 (lr=1.1014e-03) (hash(x)=21524316)
|
| 113 |
+
105 train 8.009483 (lr=1.1119e-03) (hash(x)=25506632)
|
| 114 |
+
106 train 7.677930 (lr=1.1224e-03) (hash(x)=21675672)
|
| 115 |
+
107 train 7.788574 (lr=1.1329e-03) (hash(x)=22897919)
|
| 116 |
+
108 train 7.803323 (lr=1.1434e-03) (hash(x)=23321631)
|
| 117 |
+
109 train 8.006656 (lr=1.1538e-03) (hash(x)=26546719)
|
| 118 |
+
110 train 9.120775 (lr=1.1643e-03) (hash(x)=31962348)
|
| 119 |
+
111 train 8.497126 (lr=1.1748e-03) (hash(x)=30338342)
|
| 120 |
+
112 train 8.788442 (lr=1.1853e-03) (hash(x)=23724471)
|
| 121 |
+
113 train 8.285411 (lr=1.1958e-03) (hash(x)=29175888)
|
| 122 |
+
114 train 8.139271 (lr=1.2063e-03) (hash(x)=23256716)
|
| 123 |
+
115 train 8.268172 (lr=1.2168e-03) (hash(x)=27063280)
|
| 124 |
+
116 train 8.261287 (lr=1.2273e-03) (hash(x)=31057659)
|
| 125 |
+
117 train 8.408601 (lr=1.2378e-03) (hash(x)=32915097)
|
| 126 |
+
118 train 8.235984 (lr=1.2483e-03) (hash(x)=28842717)
|
| 127 |
+
119 train 7.907484 (lr=1.2587e-03) (hash(x)=25678059)
|
| 128 |
+
120 train 7.775975 (lr=1.2692e-03) (hash(x)=21593510)
|
| 129 |
+
121 train 7.690438 (lr=1.2797e-03) (hash(x)=20083773)
|
| 130 |
+
122 train 7.921832 (lr=1.2902e-03) (hash(x)=23002820)
|
| 131 |
+
123 train 7.694310 (lr=1.3007e-03) (hash(x)=21853028)
|
| 132 |
+
124 train 8.000465 (lr=1.3112e-03) (hash(x)=26985625)
|
| 133 |
+
125 train 7.745120 (lr=1.3217e-03) (hash(x)=21808483)
|
| 134 |
+
126 train 8.217239 (lr=1.3322e-03) (hash(x)=28873251)
|
| 135 |
+
127 train 8.079806 (lr=1.3427e-03) (hash(x)=26109335)
|
| 136 |
+
128 train 8.246306 (lr=1.3531e-03) (hash(x)=26334674)
|
| 137 |
+
129 train 8.030437 (lr=1.3636e-03) (hash(x)=24916754)
|
| 138 |
+
130 train 8.003387 (lr=1.3741e-03) (hash(x)=25449624)
|
| 139 |
+
131 train 8.045049 (lr=1.3846e-03) (hash(x)=25334848)
|
| 140 |
+
132 train 8.387545 (lr=1.3951e-03) (hash(x)=27484863)
|
| 141 |
+
133 train 7.850161 (lr=1.4056e-03) (hash(x)=24917705)
|
| 142 |
+
134 train 7.884520 (lr=1.4161e-03) (hash(x)=25143449)
|
| 143 |
+
135 train 7.918564 (lr=1.4266e-03) (hash(x)=25044885)
|
| 144 |
+
136 train 8.276156 (lr=1.4371e-03) (hash(x)=27821028)
|
| 145 |
+
137 train 8.175544 (lr=1.4476e-03) (hash(x)=28747022)
|
| 146 |
+
138 train 8.108214 (lr=1.4580e-03) (hash(x)=27182888)
|
| 147 |
+
139 train 7.898388 (lr=1.4685e-03) (hash(x)=23678349)
|
| 148 |
+
140 train 8.020082 (lr=1.4790e-03) (hash(x)=23593235)
|
| 149 |
+
141 train 8.307268 (lr=1.4895e-03) (hash(x)=28529813)
|
| 150 |
+
142 train 8.655150 (lr=1.5000e-03) (hash(x)=32074661)
|
| 151 |
+
143 train 8.184884 (lr=1.5105e-03) (hash(x)=28870690)
|
| 152 |
+
144 train 8.180808 (lr=1.5210e-03) (hash(x)=27307705)
|
| 153 |
+
145 train 8.060107 (lr=1.5315e-03) (hash(x)=25044834)
|
| 154 |
+
146 train 8.080556 (lr=1.5420e-03) (hash(x)=23712023)
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147 train 8.523896 (lr=1.5524e-03) (hash(x)=32982615)
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148 train 8.319450 (lr=1.5629e-03) (hash(x)=30113660)
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149 train 7.729886 (lr=1.5734e-03) (hash(x)=20970960)
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150 val loss 7.9763
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| 159 |
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150 val perplexity 2911.1392
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| 160 |
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150 train 7.968419 (lr=1.5839e-03) (hash(x)=23132684)
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151 train 9.831520 (lr=1.5944e-03) (hash(x)=35279941)
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152 train 8.771175 (lr=1.6049e-03) (hash(x)=31227444)
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153 train 8.117344 (lr=1.6154e-03) (hash(x)=25529472)
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154 train 8.256622 (lr=1.6259e-03) (hash(x)=24350409)
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155 train 8.407577 (lr=1.6364e-03) (hash(x)=26400041)
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156 train 7.959975 (lr=1.6469e-03) (hash(x)=25262621)
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157 train 7.901357 (lr=1.6573e-03) (hash(x)=24656138)
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158 train 8.060475 (lr=1.6678e-03) (hash(x)=26803414)
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159 train 7.781722 (lr=1.6783e-03) (hash(x)=25015923)
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160 train 7.629598 (lr=1.6888e-03) (hash(x)=23581172)
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161 train 7.689438 (lr=1.6993e-03) (hash(x)=22924885)
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162 train 7.843590 (lr=1.7098e-03) (hash(x)=23414296)
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163 train 8.325418 (lr=1.7203e-03) (hash(x)=24853586)
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164 train 8.277551 (lr=1.7308e-03) (hash(x)=25000130)
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165 train 8.070045 (lr=1.7413e-03) (hash(x)=27004780)
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166 train 8.061103 (lr=1.7517e-03) (hash(x)=26148573)
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167 train 7.960260 (lr=1.7622e-03) (hash(x)=26740855)
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168 train 7.533565 (lr=1.7727e-03) (hash(x)=20965419)
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169 train 7.811303 (lr=1.7832e-03) (hash(x)=23950114)
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170 train 7.790592 (lr=1.7937e-03) (hash(x)=24951982)
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171 train 7.968775 (lr=1.8042e-03) (hash(x)=24584116)
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172 train 7.931394 (lr=1.8147e-03) (hash(x)=24378759)
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173 train 7.974961 (lr=1.8252e-03) (hash(x)=25718516)
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174 train 8.108790 (lr=1.8357e-03) (hash(x)=28424396)
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175 train 7.859569 (lr=1.8462e-03) (hash(x)=22262151)
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176 train 8.128601 (lr=1.8566e-03) (hash(x)=26438412)
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177 train 7.802660 (lr=1.8671e-03) (hash(x)=23025303)
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178 train 7.856927 (lr=1.8776e-03) (hash(x)=24190770)
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179 train 7.986577 (lr=1.8881e-03) (hash(x)=26627860)
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180 train 7.811626 (lr=1.8986e-03) (hash(x)=23663439)
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181 train 7.665682 (lr=1.9091e-03) (hash(x)=23700532)
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182 train 7.677462 (lr=1.9196e-03) (hash(x)=23075676)
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183 train 7.867935 (lr=1.9301e-03) (hash(x)=26621834)
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184 train 7.934873 (lr=1.9406e-03) (hash(x)=29426269)
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185 train 7.678044 (lr=1.9510e-03) (hash(x)=21821465)
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186 train 7.962233 (lr=1.9615e-03) (hash(x)=26506130)
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187 train 8.299834 (lr=1.9720e-03) (hash(x)=26930630)
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188 train 7.833045 (lr=1.9825e-03) (hash(x)=22993793)
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189 train 7.705350 (lr=1.9930e-03) (hash(x)=19557946)
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190 train 7.957364 (lr=2.0035e-03) (hash(x)=23572891)
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191 train 7.718530 (lr=2.0140e-03) (hash(x)=23234741)
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192 train 7.859476 (lr=2.0245e-03) (hash(x)=25547951)
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193 train 7.889356 (lr=2.0350e-03) (hash(x)=26713563)
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194 train 7.907604 (lr=2.0455e-03) (hash(x)=25913622)
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195 train 8.211601 (lr=2.0559e-03) (hash(x)=28102443)
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196 train 7.862226 (lr=2.0664e-03) (hash(x)=23093351)
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197 train 8.593924 (lr=2.0769e-03) (hash(x)=31689122)
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198 train 8.329302 (lr=2.0874e-03) (hash(x)=32252517)
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199 train 8.152904 (lr=2.0979e-03) (hash(x)=25470563)
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200 val loss 8.1037
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| 211 |
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200 val perplexity 3306.7800
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| 212 |
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200 train 8.183162 (lr=2.1084e-03) (hash(x)=25597614)
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201 train 8.070544 (lr=2.1189e-03) (hash(x)=23757479)
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202 train 7.953777 (lr=2.1294e-03) (hash(x)=25140048)
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203 train 8.158601 (lr=2.1399e-03) (hash(x)=28282861)
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204 train 7.871141 (lr=2.1503e-03) (hash(x)=24754885)
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205 train 8.149048 (lr=2.1608e-03) (hash(x)=26731964)
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206 train 8.189460 (lr=2.1713e-03) (hash(x)=26660561)
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207 train 7.778045 (lr=2.1818e-03) (hash(x)=21799102)
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208 train 7.984417 (lr=2.1923e-03) (hash(x)=27025986)
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209 train 7.833181 (lr=2.2028e-03) (hash(x)=24672077)
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210 train 7.914753 (lr=2.2133e-03) (hash(x)=25322984)
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211 train 7.727831 (lr=2.2238e-03) (hash(x)=23471769)
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212 train 7.516001 (lr=2.2343e-03) (hash(x)=20766491)
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213 train 8.050658 (lr=2.2448e-03) (hash(x)=24058931)
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214 train 7.705248 (lr=2.2552e-03) (hash(x)=23872843)
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215 train 7.821485 (lr=2.2657e-03) (hash(x)=23275479)
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216 train 7.951135 (lr=2.2762e-03) (hash(x)=24914695)
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217 train 7.777202 (lr=2.2867e-03) (hash(x)=24364396)
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218 train 8.099063 (lr=2.2972e-03) (hash(x)=27986474)
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219 train 7.976544 (lr=2.3077e-03) (hash(x)=24473581)
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220 train 7.852455 (lr=2.3182e-03) (hash(x)=22974689)
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221 train 7.961548 (lr=2.3287e-03) (hash(x)=23774644)
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222 train 7.856726 (lr=2.3392e-03) (hash(x)=23245327)
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223 train 7.666238 (lr=2.3497e-03) (hash(x)=22091862)
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224 train 7.762062 (lr=2.3601e-03) (hash(x)=24362839)
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225 train 7.934511 (lr=2.3706e-03) (hash(x)=25482303)
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226 train 8.056933 (lr=2.3811e-03) (hash(x)=24911853)
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227 train 7.983467 (lr=2.3916e-03) (hash(x)=26018202)
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228 train 7.867131 (lr=2.4021e-03) (hash(x)=26124495)
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229 train 7.965982 (lr=2.4126e-03) (hash(x)=24560096)
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230 train 7.890714 (lr=2.4231e-03) (hash(x)=24695331)
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231 train 7.522696 (lr=2.4336e-03) (hash(x)=17430373)
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232 train 7.628623 (lr=2.4441e-03) (hash(x)=21813345)
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233 train 7.250780 (lr=2.4545e-03) (hash(x)=20098681)
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234 train 7.630932 (lr=2.4650e-03) (hash(x)=25095928)
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235 train 7.781775 (lr=2.4755e-03) (hash(x)=24078083)
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236 train 7.817749 (lr=2.4860e-03) (hash(x)=22901505)
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237 train 8.005433 (lr=2.4965e-03) (hash(x)=26595592)
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238 train 7.886547 (lr=2.5070e-03) (hash(x)=27663196)
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239 train 7.650795 (lr=2.5175e-03) (hash(x)=22954861)
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240 train 8.204656 (lr=2.5280e-03) (hash(x)=30159234)
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241 train 8.064758 (lr=2.5385e-03) (hash(x)=29294271)
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242 train 8.074604 (lr=2.5490e-03) (hash(x)=23728322)
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243 train 8.068228 (lr=2.5594e-03) (hash(x)=28695016)
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244 train 8.203610 (lr=2.5699e-03) (hash(x)=26702728)
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245 train 7.969274 (lr=2.5804e-03) (hash(x)=27100115)
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246 train 7.847144 (lr=2.5909e-03) (hash(x)=25082752)
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247 train 8.178973 (lr=2.6014e-03) (hash(x)=26671799)
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248 train 7.892236 (lr=2.6119e-03) (hash(x)=23718946)
|
| 261 |
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249 train 8.120234 (lr=2.6224e-03) (hash(x)=28137394)
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| 262 |
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250 val loss 7.8537
|
| 263 |
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250 val perplexity 2575.2039
|
| 264 |
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250 train 8.162617 (lr=2.6329e-03) (hash(x)=23893495)
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| 265 |
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251 train 7.918488 (lr=2.6434e-03) (hash(x)=23166092)
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252 train 7.917640 (lr=2.6538e-03) (hash(x)=25907665)
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253 train 7.904659 (lr=2.6643e-03) (hash(x)=25885986)
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| 268 |
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254 train 7.930789 (lr=2.6748e-03) (hash(x)=25262712)
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255 train 7.920400 (lr=2.6853e-03) (hash(x)=26924723)
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| 270 |
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256 train 8.144126 (lr=2.6958e-03) (hash(x)=28744736)
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257 train 7.800294 (lr=2.7063e-03) (hash(x)=26140590)
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258 train 8.013428 (lr=2.7168e-03) (hash(x)=25780449)
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259 train 7.819873 (lr=2.7273e-03) (hash(x)=25138659)
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260 train 8.149627 (lr=2.7378e-03) (hash(x)=27244046)
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261 train 7.979984 (lr=2.7483e-03) (hash(x)=27224685)
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262 train 8.293767 (lr=2.7587e-03) (hash(x)=28274477)
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263 train 7.795988 (lr=2.7692e-03) (hash(x)=23557495)
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| 278 |
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264 train 8.024003 (lr=2.7797e-03) (hash(x)=24680596)
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| 279 |
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265 train 8.132712 (lr=2.7902e-03) (hash(x)=23928957)
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266 train 8.008063 (lr=2.8007e-03) (hash(x)=23761390)
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267 train 7.810571 (lr=2.8112e-03) (hash(x)=25288123)
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268 train 8.154808 (lr=2.8217e-03) (hash(x)=28705502)
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269 train 7.683310 (lr=2.8322e-03) (hash(x)=23246294)
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270 train 7.916951 (lr=2.8427e-03) (hash(x)=28639079)
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271 train 7.809988 (lr=2.8531e-03) (hash(x)=27804380)
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272 train 7.930638 (lr=2.8636e-03) (hash(x)=24172235)
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273 train 7.968646 (lr=2.8741e-03) (hash(x)=23089140)
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274 train 8.236835 (lr=2.8846e-03) (hash(x)=27163701)
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275 train 8.292235 (lr=2.8951e-03) (hash(x)=26993263)
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276 train 7.992179 (lr=2.9056e-03) (hash(x)=28224233)
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277 train 8.266095 (lr=2.9161e-03) (hash(x)=27397203)
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278 train 8.237755 (lr=2.9266e-03) (hash(x)=27923882)
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279 train 8.104241 (lr=2.9371e-03) (hash(x)=26654908)
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280 train 8.136360 (lr=2.9476e-03) (hash(x)=24213147)
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281 train 7.858224 (lr=2.9580e-03) (hash(x)=21965022)
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282 train 7.838675 (lr=2.9685e-03) (hash(x)=25465685)
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283 train 8.078303 (lr=2.9790e-03) (hash(x)=27347722)
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284 train 8.113561 (lr=2.9895e-03) (hash(x)=26732050)
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285 train 8.279761 (lr=3.0000e-03) (hash(x)=28314127)
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286 train 7.710796 (lr=3.0000e-03) (hash(x)=21471186)
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287 train 7.616193 (lr=3.0000e-03) (hash(x)=23627518)
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288 train 7.684252 (lr=2.9999e-03) (hash(x)=20870353)
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289 train 7.822554 (lr=2.9999e-03) (hash(x)=25024764)
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290 train 7.623837 (lr=2.9998e-03) (hash(x)=20683822)
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291 train 7.912674 (lr=2.9997e-03) (hash(x)=21768671)
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292 train 7.972833 (lr=2.9995e-03) (hash(x)=25557309)
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293 train 8.091243 (lr=2.9994e-03) (hash(x)=25076667)
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294 train 7.709581 (lr=2.9992e-03) (hash(x)=23765822)
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295 train 7.720580 (lr=2.9989e-03) (hash(x)=21889990)
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296 train 7.964566 (lr=2.9987e-03) (hash(x)=26339893)
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297 train 7.613224 (lr=2.9984e-03) (hash(x)=20932794)
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298 train 7.802375 (lr=2.9981e-03) (hash(x)=21750070)
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| 313 |
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299 train 7.966420 (lr=2.9978e-03) (hash(x)=23665838)
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| 314 |
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300 val loss 7.9154
|
| 315 |
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300 val perplexity 2739.1199
|
| 316 |
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300 train 8.801383 (lr=2.9974e-03) (hash(x)=32888061)
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301 train 8.444455 (lr=2.9971e-03) (hash(x)=30223582)
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302 train 8.115050 (lr=2.9967e-03) (hash(x)=26908418)
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303 train 7.596101 (lr=2.9962e-03) (hash(x)=22528001)
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304 train 8.183784 (lr=2.9958e-03) (hash(x)=27452187)
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305 train 7.977899 (lr=2.9953e-03) (hash(x)=25181641)
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306 train 8.108852 (lr=2.9948e-03) (hash(x)=25546593)
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307 train 8.036695 (lr=2.9942e-03) (hash(x)=22487328)
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308 train 8.166902 (lr=2.9937e-03) (hash(x)=27804274)
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309 train 8.195557 (lr=2.9931e-03) (hash(x)=26544630)
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310 train 8.308525 (lr=2.9925e-03) (hash(x)=27738934)
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311 train 8.107521 (lr=2.9918e-03) (hash(x)=29248942)
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312 train 7.888223 (lr=2.9912e-03) (hash(x)=25103452)
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313 train 8.072104 (lr=2.9905e-03) (hash(x)=25052066)
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314 train 7.989933 (lr=2.9898e-03) (hash(x)=24481302)
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315 train 7.927261 (lr=2.9890e-03) (hash(x)=23543273)
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316 train 7.873052 (lr=2.9883e-03) (hash(x)=25608244)
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317 train 8.070871 (lr=2.9875e-03) (hash(x)=27451288)
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318 train 7.691783 (lr=2.9866e-03) (hash(x)=22806491)
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319 train 7.880995 (lr=2.9858e-03) (hash(x)=25533417)
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320 train 7.893154 (lr=2.9849e-03) (hash(x)=24557997)
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321 train 7.883869 (lr=2.9840e-03) (hash(x)=24432899)
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322 train 8.094897 (lr=2.9831e-03) (hash(x)=27583287)
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323 train 7.981544 (lr=2.9821e-03) (hash(x)=25552036)
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324 train 7.780636 (lr=2.9812e-03) (hash(x)=24201868)
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325 train 8.108803 (lr=2.9802e-03) (hash(x)=28149782)
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326 train 7.915143 (lr=2.9791e-03) (hash(x)=25529698)
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327 train 7.690273 (lr=2.9781e-03) (hash(x)=20612533)
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328 train 7.681419 (lr=2.9770e-03) (hash(x)=20699000)
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329 train 7.571413 (lr=2.9759e-03) (hash(x)=19774173)
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330 train 7.536576 (lr=2.9748e-03) (hash(x)=21681646)
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331 train 7.328868 (lr=2.9736e-03) (hash(x)=20216795)
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332 train 8.203643 (lr=2.9724e-03) (hash(x)=27697998)
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333 train 7.940414 (lr=2.9712e-03) (hash(x)=25896435)
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334 train 7.816444 (lr=2.9700e-03) (hash(x)=21585310)
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335 train 7.903997 (lr=2.9687e-03) (hash(x)=24677740)
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336 train 7.704423 (lr=2.9675e-03) (hash(x)=22027900)
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337 train 7.753099 (lr=2.9662e-03) (hash(x)=21835643)
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338 train 7.660760 (lr=2.9648e-03) (hash(x)=20558462)
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339 train 7.559709 (lr=2.9635e-03) (hash(x)=16722715)
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340 train 7.732024 (lr=2.9621e-03) (hash(x)=20972655)
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341 train 8.240714 (lr=2.9607e-03) (hash(x)=26303975)
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342 train 7.994629 (lr=2.9592e-03) (hash(x)=22938170)
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343 train 7.986473 (lr=2.9578e-03) (hash(x)=25347203)
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344 train 7.988379 (lr=2.9563e-03) (hash(x)=27398686)
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345 train 7.912147 (lr=2.9548e-03) (hash(x)=25973417)
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| 362 |
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346 train 7.894852 (lr=2.9532e-03) (hash(x)=26918389)
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| 363 |
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347 train 7.912810 (lr=2.9517e-03) (hash(x)=24272489)
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| 364 |
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348 train 7.920650 (lr=2.9501e-03) (hash(x)=25593714)
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| 365 |
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349 train 8.086181 (lr=2.9485e-03) (hash(x)=29260846)
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| 366 |
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350 val loss 8.0128
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| 367 |
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350 val perplexity 3019.3313
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| 368 |
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350 train 8.225280 (lr=2.9468e-03) (hash(x)=27951602)
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| 369 |
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351 train 8.318820 (lr=2.9452e-03) (hash(x)=28922363)
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352 train 8.160232 (lr=2.9435e-03) (hash(x)=27210734)
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353 train 8.148188 (lr=2.9418e-03) (hash(x)=26322572)
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354 train 8.176604 (lr=2.9400e-03) (hash(x)=27084665)
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355 train 8.023376 (lr=2.9383e-03) (hash(x)=25510798)
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356 train 8.113296 (lr=2.9365e-03) (hash(x)=24970921)
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357 train 8.113414 (lr=2.9347e-03) (hash(x)=24138948)
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358 train 8.075618 (lr=2.9328e-03) (hash(x)=24790211)
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359 train 8.073248 (lr=2.9310e-03) (hash(x)=25631397)
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360 train 7.938953 (lr=2.9291e-03) (hash(x)=23226625)
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361 train 7.888587 (lr=2.9272e-03) (hash(x)=24001903)
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362 train 7.967094 (lr=2.9252e-03) (hash(x)=24587948)
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363 train 7.580091 (lr=2.9233e-03) (hash(x)=21333676)
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364 train 7.508811 (lr=2.9213e-03) (hash(x)=23673779)
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365 train 8.827117 (lr=2.9193e-03) (hash(x)=30770484)
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366 train 8.032710 (lr=2.9172e-03) (hash(x)=26564899)
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367 train 7.973749 (lr=2.9152e-03) (hash(x)=26237983)
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368 train 7.745927 (lr=2.9131e-03) (hash(x)=23764356)
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369 train 8.056606 (lr=2.9110e-03) (hash(x)=26205744)
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370 train 7.697687 (lr=2.9088e-03) (hash(x)=19208770)
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371 train 7.964690 (lr=2.9067e-03) (hash(x)=25976502)
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372 train 7.816530 (lr=2.9045e-03) (hash(x)=23983933)
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373 train 7.781833 (lr=2.9023e-03) (hash(x)=24080636)
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374 train 7.873661 (lr=2.9001e-03) (hash(x)=24404047)
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375 train 7.808597 (lr=2.8978e-03) (hash(x)=24742645)
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376 train 7.877688 (lr=2.8955e-03) (hash(x)=24159600)
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377 train 8.084773 (lr=2.8932e-03) (hash(x)=28677257)
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378 train 7.853652 (lr=2.8909e-03) (hash(x)=25604111)
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379 train 7.790505 (lr=2.8885e-03) (hash(x)=27086333)
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380 train 7.834577 (lr=2.8862e-03) (hash(x)=25188207)
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381 train 8.050297 (lr=2.8838e-03) (hash(x)=27855233)
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382 train 7.584383 (lr=2.8813e-03) (hash(x)=19470039)
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383 train 7.939146 (lr=2.8789e-03) (hash(x)=26157660)
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384 train 7.929790 (lr=2.8764e-03) (hash(x)=25291570)
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385 train 7.872560 (lr=2.8739e-03) (hash(x)=25046062)
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386 train 8.130644 (lr=2.8714e-03) (hash(x)=27020337)
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387 train 7.780260 (lr=2.8689e-03) (hash(x)=23616370)
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388 train 7.503458 (lr=2.8663e-03) (hash(x)=19113218)
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389 train 8.143687 (lr=2.8637e-03) (hash(x)=24302232)
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390 train 8.439845 (lr=2.8611e-03) (hash(x)=22188949)
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391 train 8.442789 (lr=2.8585e-03) (hash(x)=22582169)
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| 410 |
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392 train 8.902046 (lr=2.8558e-03) (hash(x)=24700570)
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393 train 8.781085 (lr=2.8531e-03) (hash(x)=22773833)
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394 train 8.508998 (lr=2.8504e-03) (hash(x)=21875928)
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395 train 8.833369 (lr=2.8477e-03) (hash(x)=26233189)
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396 train 8.635261 (lr=2.8449e-03) (hash(x)=24321467)
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397 train 8.875238 (lr=2.8422e-03) (hash(x)=26431507)
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398 train 8.937438 (lr=2.8394e-03) (hash(x)=28690877)
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| 417 |
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399 train 8.716694 (lr=2.8365e-03) (hash(x)=26431960)
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| 418 |
+
400 val loss 8.4720
|
| 419 |
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400 val perplexity 4778.8369
|
| 420 |
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400 train 8.350560 (lr=2.8337e-03) (hash(x)=24580300)
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| 421 |
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401 train 8.389447 (lr=2.8308e-03) (hash(x)=25112360)
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| 422 |
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402 train 8.352641 (lr=2.8279e-03) (hash(x)=27597243)
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403 train 8.932751 (lr=2.8250e-03) (hash(x)=30707498)
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404 train 8.480392 (lr=2.8221e-03) (hash(x)=28485465)
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405 train 8.021009 (lr=2.8191e-03) (hash(x)=22586447)
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| 426 |
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406 train 8.085316 (lr=2.8162e-03) (hash(x)=23175270)
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| 427 |
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407 train 8.249582 (lr=2.8131e-03) (hash(x)=25716176)
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| 428 |
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408 train 8.379375 (lr=2.8101e-03) (hash(x)=26861373)
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| 429 |
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409 train 8.404407 (lr=2.8071e-03) (hash(x)=25118971)
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410 train 7.775939 (lr=2.8040e-03) (hash(x)=19829066)
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411 train 8.013844 (lr=2.8009e-03) (hash(x)=26256420)
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412 train 8.196448 (lr=2.7978e-03) (hash(x)=27796153)
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413 train 7.869557 (lr=2.7947e-03) (hash(x)=22633318)
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414 train 7.927460 (lr=2.7915e-03) (hash(x)=22589383)
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415 train 8.396065 (lr=2.7883e-03) (hash(x)=28019788)
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416 train 8.259700 (lr=2.7851e-03) (hash(x)=28970440)
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417 train 7.923192 (lr=2.7819e-03) (hash(x)=27396089)
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418 train 7.903057 (lr=2.7786e-03) (hash(x)=21183513)
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419 train 7.923952 (lr=2.7754e-03) (hash(x)=23510110)
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420 train 8.177234 (lr=2.7721e-03) (hash(x)=28833467)
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421 train 7.970465 (lr=2.7688e-03) (hash(x)=23646926)
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422 train 7.985233 (lr=2.7654e-03) (hash(x)=24697272)
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423 train 7.684900 (lr=2.7621e-03) (hash(x)=20382963)
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424 train 7.741651 (lr=2.7587e-03) (hash(x)=23467595)
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425 train 7.925645 (lr=2.7553e-03) (hash(x)=24304768)
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426 train 7.818989 (lr=2.7519e-03) (hash(x)=21392328)
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427 train 7.892463 (lr=2.7484e-03) (hash(x)=25339466)
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428 train 7.777961 (lr=2.7450e-03) (hash(x)=22092542)
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429 train 7.874824 (lr=2.7415e-03) (hash(x)=22088696)
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430 train 7.818005 (lr=2.7380e-03) (hash(x)=22184471)
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431 train 7.904382 (lr=2.7344e-03) (hash(x)=24489647)
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432 train 7.933121 (lr=2.7309e-03) (hash(x)=26794132)
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433 train 7.742414 (lr=2.7273e-03) (hash(x)=22940357)
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434 train 7.916858 (lr=2.7237e-03) (hash(x)=23719522)
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435 train 7.743376 (lr=2.7201e-03) (hash(x)=22927699)
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436 train 7.945408 (lr=2.7165e-03) (hash(x)=26068576)
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437 train 8.008735 (lr=2.7128e-03) (hash(x)=27631132)
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438 train 7.924855 (lr=2.7092e-03) (hash(x)=26739991)
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| 459 |
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439 train 7.962318 (lr=2.7055e-03) (hash(x)=25128502)
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440 train 8.051358 (lr=2.7018e-03) (hash(x)=25657260)
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441 train 7.814113 (lr=2.6980e-03) (hash(x)=23576982)
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| 462 |
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442 train 8.024734 (lr=2.6943e-03) (hash(x)=27117886)
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| 463 |
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443 train 7.960138 (lr=2.6905e-03) (hash(x)=25808969)
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| 464 |
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444 train 7.871954 (lr=2.6867e-03) (hash(x)=24738238)
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| 465 |
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445 train 7.814191 (lr=2.6829e-03) (hash(x)=23429962)
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| 466 |
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446 train 7.968754 (lr=2.6791e-03) (hash(x)=25075165)
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| 467 |
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447 train 7.798763 (lr=2.6752e-03) (hash(x)=25231390)
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| 468 |
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448 train 7.635175 (lr=2.6713e-03) (hash(x)=22055054)
|
| 469 |
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449 train 7.838171 (lr=2.6674e-03) (hash(x)=25395441)
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| 470 |
+
450 val loss 7.8546
|
| 471 |
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450 val perplexity 2577.5034
|
| 472 |
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450 train 7.871149 (lr=2.6635e-03) (hash(x)=25863209)
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| 473 |
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451 train 7.584259 (lr=2.6596e-03) (hash(x)=21154388)
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| 474 |
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452 train 7.584634 (lr=2.6556e-03) (hash(x)=21600876)
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| 475 |
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453 train 7.731755 (lr=2.6517e-03) (hash(x)=24278611)
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| 476 |
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454 train 7.630913 (lr=2.6477e-03) (hash(x)=23221720)
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| 477 |
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455 train 7.805109 (lr=2.6437e-03) (hash(x)=22708977)
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| 478 |
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456 train 8.433214 (lr=2.6396e-03) (hash(x)=23637758)
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| 479 |
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457 train 8.129076 (lr=2.6356e-03) (hash(x)=28228490)
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| 480 |
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458 train 8.207619 (lr=2.6315e-03) (hash(x)=28638071)
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| 481 |
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459 train 8.037328 (lr=2.6274e-03) (hash(x)=27258353)
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| 482 |
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460 train 7.980030 (lr=2.6233e-03) (hash(x)=26604728)
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| 483 |
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461 train 7.931153 (lr=2.6192e-03) (hash(x)=23252199)
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| 484 |
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462 train 8.050430 (lr=2.6150e-03) (hash(x)=26441427)
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| 485 |
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463 train 7.783237 (lr=2.6109e-03) (hash(x)=24364920)
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| 486 |
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464 train 7.901041 (lr=2.6067e-03) (hash(x)=25623792)
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| 487 |
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465 train 7.769861 (lr=2.6025e-03) (hash(x)=23283905)
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| 488 |
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466 train 8.197944 (lr=2.5983e-03) (hash(x)=26025267)
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| 489 |
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467 train 8.006180 (lr=2.5940e-03) (hash(x)=27243972)
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| 490 |
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468 train 8.341283 (lr=2.5898e-03) (hash(x)=30449945)
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| 491 |
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469 train 8.037642 (lr=2.5855e-03) (hash(x)=28113043)
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470 train 7.862119 (lr=2.5812e-03) (hash(x)=25182521)
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471 train 7.919229 (lr=2.5769e-03) (hash(x)=24932925)
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472 train 7.590020 (lr=2.5726e-03) (hash(x)=20353098)
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473 train 7.570726 (lr=2.5682e-03) (hash(x)=19001259)
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474 train 8.176160 (lr=2.5639e-03) (hash(x)=27585685)
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475 train 7.873738 (lr=2.5595e-03) (hash(x)=26371091)
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476 train 7.753615 (lr=2.5551e-03) (hash(x)=24891798)
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477 train 7.763587 (lr=2.5507e-03) (hash(x)=24258817)
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478 train 7.855278 (lr=2.5462e-03) (hash(x)=24330263)
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479 train 7.935857 (lr=2.5418e-03) (hash(x)=26913684)
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480 train 7.897950 (lr=2.5373e-03) (hash(x)=26338455)
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481 train 8.133029 (lr=2.5328e-03) (hash(x)=27753043)
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482 train 7.914570 (lr=2.5283e-03) (hash(x)=26123289)
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483 train 8.044521 (lr=2.5238e-03) (hash(x)=29239611)
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484 train 7.953783 (lr=2.5193e-03) (hash(x)=26553003)
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485 train 7.817093 (lr=2.5147e-03) (hash(x)=22984557)
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486 train 7.299364 (lr=2.5102e-03) (hash(x)=16947491)
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| 509 |
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487 train 7.316417 (lr=2.5056e-03) (hash(x)=18017792)
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| 510 |
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488 train 7.516350 (lr=2.5010e-03) (hash(x)=19918608)
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| 511 |
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489 train 8.038016 (lr=2.4963e-03) (hash(x)=23374526)
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| 512 |
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490 train 7.852394 (lr=2.4917e-03) (hash(x)=25009505)
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491 train 7.893287 (lr=2.4871e-03) (hash(x)=27574089)
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| 514 |
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492 train 8.019051 (lr=2.4824e-03) (hash(x)=24122664)
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| 515 |
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493 train 7.867798 (lr=2.4777e-03) (hash(x)=26154906)
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| 516 |
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494 train 7.803337 (lr=2.4730e-03) (hash(x)=25192767)
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| 517 |
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495 train 7.975006 (lr=2.4683e-03) (hash(x)=28613882)
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| 518 |
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496 train 7.868186 (lr=2.4636e-03) (hash(x)=23547219)
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| 519 |
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497 train 7.858337 (lr=2.4588e-03) (hash(x)=25272182)
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498 train 7.746517 (lr=2.4540e-03) (hash(x)=24992761)
|
| 521 |
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499 train 8.013553 (lr=2.4493e-03) (hash(x)=26981914)
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| 522 |
+
500 val loss 7.8500
|
| 523 |
+
500 val perplexity 2565.7830
|
| 524 |
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500 train 7.775487 (lr=2.4445e-03) (hash(x)=22051933)
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| 525 |
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501 train 7.929214 (lr=2.4397e-03) (hash(x)=24232348)
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| 526 |
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502 train 7.886884 (lr=2.4348e-03) (hash(x)=23158331)
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503 train 7.715297 (lr=2.4300e-03) (hash(x)=22652243)
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504 train 7.783985 (lr=2.4251e-03) (hash(x)=23805602)
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505 train 8.090744 (lr=2.4203e-03) (hash(x)=25411991)
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506 train 7.302019 (lr=2.4154e-03) (hash(x)=18827215)
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507 train 7.032907 (lr=2.4105e-03) (hash(x)=15446025)
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508 train 7.426906 (lr=2.4056e-03) (hash(x)=20516263)
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509 train 7.939737 (lr=2.4006e-03) (hash(x)=27846176)
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510 train 7.686200 (lr=2.3957e-03) (hash(x)=23342449)
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511 train 7.925257 (lr=2.3907e-03) (hash(x)=27194521)
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512 train 7.723377 (lr=2.3858e-03) (hash(x)=23008284)
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513 train 8.207184 (lr=2.3808e-03) (hash(x)=29430001)
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514 train 7.538835 (lr=2.3758e-03) (hash(x)=22579319)
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515 train 7.585490 (lr=2.3708e-03) (hash(x)=25264518)
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516 train 7.911718 (lr=2.3657e-03) (hash(x)=25359075)
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517 train 7.855951 (lr=2.3607e-03) (hash(x)=25568956)
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518 train 8.159354 (lr=2.3556e-03) (hash(x)=32004108)
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519 train 7.846079 (lr=2.3506e-03) (hash(x)=24936836)
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520 train 7.952471 (lr=2.3455e-03) (hash(x)=27263338)
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521 train 8.000583 (lr=2.3404e-03) (hash(x)=27452099)
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522 train 7.863687 (lr=2.3353e-03) (hash(x)=25965406)
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523 train 8.062163 (lr=2.3301e-03) (hash(x)=28197282)
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524 train 7.757804 (lr=2.3250e-03) (hash(x)=22466209)
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525 train 7.833768 (lr=2.3198e-03) (hash(x)=22931889)
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526 train 7.950346 (lr=2.3147e-03) (hash(x)=26903920)
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527 train 7.855747 (lr=2.3095e-03) (hash(x)=24765578)
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528 train 7.989187 (lr=2.3043e-03) (hash(x)=27811359)
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529 train 7.713878 (lr=2.2991e-03) (hash(x)=25078649)
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530 train 7.929274 (lr=2.2939e-03) (hash(x)=25572416)
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531 train 7.965531 (lr=2.2887e-03) (hash(x)=27448185)
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532 train 8.080774 (lr=2.2834e-03) (hash(x)=25923719)
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533 train 7.851192 (lr=2.2782e-03) (hash(x)=24804856)
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534 train 8.000152 (lr=2.2729e-03) (hash(x)=23207829)
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535 train 7.905900 (lr=2.2676e-03) (hash(x)=23107416)
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536 train 7.779315 (lr=2.2624e-03) (hash(x)=26739531)
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537 train 7.746040 (lr=2.2571e-03) (hash(x)=24960796)
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538 train 7.870990 (lr=2.2517e-03) (hash(x)=24667802)
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539 train 8.014147 (lr=2.2464e-03) (hash(x)=26755138)
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540 train 7.878678 (lr=2.2411e-03) (hash(x)=25537132)
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541 train 7.781481 (lr=2.2357e-03) (hash(x)=24542526)
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542 train 7.583717 (lr=2.2304e-03) (hash(x)=21296355)
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543 train 8.103040 (lr=2.2250e-03) (hash(x)=29314255)
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544 train 7.863697 (lr=2.2196e-03) (hash(x)=26001799)
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545 train 7.916538 (lr=2.2142e-03) (hash(x)=27347755)
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| 570 |
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546 train 7.864781 (lr=2.2088e-03) (hash(x)=25107798)
|
| 571 |
+
547 train 7.687782 (lr=2.2034e-03) (hash(x)=22112669)
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| 572 |
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548 train 7.646765 (lr=2.1980e-03) (hash(x)=21897967)
|
| 573 |
+
549 train 7.759351 (lr=2.1926e-03) (hash(x)=25161929)
|
| 574 |
+
550 val loss 7.8140
|
| 575 |
+
550 val perplexity 2475.1101
|
| 576 |
+
550 train 7.708199 (lr=2.1871e-03) (hash(x)=27465106)
|
| 577 |
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551 train 7.798253 (lr=2.1817e-03) (hash(x)=24013079)
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| 578 |
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552 train 7.717198 (lr=2.1762e-03) (hash(x)=23142015)
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| 579 |
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553 train 7.807951 (lr=2.1707e-03) (hash(x)=26768629)
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| 580 |
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554 train 7.882773 (lr=2.1653e-03) (hash(x)=26393383)
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| 581 |
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555 train 7.698513 (lr=2.1598e-03) (hash(x)=22537194)
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| 582 |
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556 train 7.960217 (lr=2.1542e-03) (hash(x)=24046036)
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| 583 |
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557 train 7.934395 (lr=2.1487e-03) (hash(x)=24974360)
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| 584 |
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558 train 8.190494 (lr=2.1432e-03) (hash(x)=28379928)
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| 585 |
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559 train 7.930035 (lr=2.1377e-03) (hash(x)=25322001)
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| 586 |
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560 train 8.024381 (lr=2.1321e-03) (hash(x)=26622031)
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| 587 |
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561 train 7.629407 (lr=2.1266e-03) (hash(x)=20562247)
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| 588 |
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562 train 8.061297 (lr=2.1210e-03) (hash(x)=27381885)
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| 589 |
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563 train 8.183684 (lr=2.1154e-03) (hash(x)=27028126)
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| 590 |
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564 train 8.019798 (lr=2.1099e-03) (hash(x)=28882928)
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| 591 |
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565 train 7.976343 (lr=2.1043e-03) (hash(x)=25666355)
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| 592 |
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566 train 8.029963 (lr=2.0987e-03) (hash(x)=24330810)
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| 593 |
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567 train 7.948012 (lr=2.0931e-03) (hash(x)=26690440)
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| 594 |
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568 train 7.773222 (lr=2.0875e-03) (hash(x)=22923592)
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| 595 |
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569 train 7.939546 (lr=2.0818e-03) (hash(x)=27348418)
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| 596 |
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570 train 8.026034 (lr=2.0762e-03) (hash(x)=28849848)
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| 597 |
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571 train 8.082133 (lr=2.0706e-03) (hash(x)=26967331)
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| 598 |
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572 train 7.794582 (lr=2.0649e-03) (hash(x)=22831467)
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| 599 |
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573 train 7.878971 (lr=2.0593e-03) (hash(x)=24765121)
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| 600 |
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574 train 7.854972 (lr=2.0536e-03) (hash(x)=24331857)
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575 train 7.691541 (lr=2.0479e-03) (hash(x)=22598512)
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| 602 |
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576 train 7.875478 (lr=2.0422e-03) (hash(x)=25149353)
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577 train 7.690314 (lr=2.0366e-03) (hash(x)=23725598)
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578 train 7.979048 (lr=2.0309e-03) (hash(x)=26449557)
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| 605 |
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579 train 8.041533 (lr=2.0252e-03) (hash(x)=24697985)
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| 606 |
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580 train 8.048884 (lr=2.0194e-03) (hash(x)=26923059)
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| 607 |
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581 train 7.859270 (lr=2.0137e-03) (hash(x)=25201962)
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| 608 |
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582 train 7.487677 (lr=2.0080e-03) (hash(x)=20931520)
|
| 609 |
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583 train 7.482011 (lr=2.0023e-03) (hash(x)=18473911)
|
| 610 |
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584 train 7.710074 (lr=1.9965e-03) (hash(x)=21306267)
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| 611 |
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585 train 7.987695 (lr=1.9908e-03) (hash(x)=25982840)
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| 612 |
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586 train 7.830758 (lr=1.9850e-03) (hash(x)=25364874)
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| 613 |
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587 train 7.708626 (lr=1.9793e-03) (hash(x)=23172124)
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| 614 |
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588 train 8.013745 (lr=1.9735e-03) (hash(x)=27876897)
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| 615 |
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589 train 8.584651 (lr=1.9677e-03) (hash(x)=34646114)
|
| 616 |
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590 train 8.921221 (lr=1.9620e-03) (hash(x)=35153576)
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| 617 |
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591 train 7.814104 (lr=1.9562e-03) (hash(x)=22322442)
|
| 618 |
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592 train 8.074634 (lr=1.9504e-03) (hash(x)=27907331)
|
| 619 |
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593 train 7.938614 (lr=1.9446e-03) (hash(x)=26211794)
|
| 620 |
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594 train 8.154360 (lr=1.9388e-03) (hash(x)=29291512)
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| 621 |
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595 train 8.391970 (lr=1.9330e-03) (hash(x)=29659121)
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| 622 |
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596 train 8.173673 (lr=1.9272e-03) (hash(x)=29674399)
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| 623 |
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597 train 7.842803 (lr=1.9214e-03) (hash(x)=23538306)
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| 624 |
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598 train 7.956140 (lr=1.9156e-03) (hash(x)=21991524)
|
| 625 |
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599 train 7.936260 (lr=1.9097e-03) (hash(x)=26324153)
|
| 626 |
+
600 val loss 7.8651
|
| 627 |
+
600 val perplexity 2604.6477
|
| 628 |
+
600 train 7.874713 (lr=1.9039e-03) (hash(x)=23712082)
|
| 629 |
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601 train 7.835712 (lr=1.8981e-03) (hash(x)=24910403)
|
| 630 |
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602 train 7.869873 (lr=1.8922e-03) (hash(x)=26737205)
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| 631 |
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603 train 8.050651 (lr=1.8864e-03) (hash(x)=26939970)
|
| 632 |
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604 train 7.928214 (lr=1.8805e-03) (hash(x)=27651943)
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| 633 |
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605 train 8.231305 (lr=1.8747e-03) (hash(x)=27515446)
|
| 634 |
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606 train 8.162839 (lr=1.8688e-03) (hash(x)=26753129)
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| 635 |
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607 train 7.785797 (lr=1.8629e-03) (hash(x)=23446058)
|
| 636 |
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608 train 8.166451 (lr=1.8571e-03) (hash(x)=27587849)
|
| 637 |
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609 train 7.990160 (lr=1.8512e-03) (hash(x)=25308253)
|
| 638 |
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610 train 8.034392 (lr=1.8453e-03) (hash(x)=26615098)
|
| 639 |
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611 train 8.037909 (lr=1.8395e-03) (hash(x)=29981801)
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| 640 |
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612 train 8.120684 (lr=1.8336e-03) (hash(x)=29592345)
|
| 641 |
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613 train 8.168851 (lr=1.8277e-03) (hash(x)=23470413)
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| 642 |
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614 train 8.072867 (lr=1.8218e-03) (hash(x)=24742370)
|
| 643 |
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615 train 8.045070 (lr=1.8159e-03) (hash(x)=24843741)
|
| 644 |
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616 train 7.910275 (lr=1.8100e-03) (hash(x)=25192548)
|
| 645 |
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617 train 8.028848 (lr=1.8041e-03) (hash(x)=27176996)
|
| 646 |
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618 train 7.861001 (lr=1.7982e-03) (hash(x)=23964552)
|
| 647 |
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619 train 7.852095 (lr=1.7923e-03) (hash(x)=22855363)
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| 648 |
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620 train 7.825708 (lr=1.7864e-03) (hash(x)=26332996)
|
| 649 |
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621 train 7.609999 (lr=1.7805e-03) (hash(x)=22960957)
|
| 650 |
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622 train 7.976560 (lr=1.7746e-03) (hash(x)=22752597)
|
| 651 |
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623 train 7.836250 (lr=1.7686e-03) (hash(x)=23197102)
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| 652 |
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624 train 8.365653 (lr=1.7627e-03) (hash(x)=27383319)
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| 653 |
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625 train 7.894339 (lr=1.7568e-03) (hash(x)=26132276)
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| 654 |
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626 train 7.753107 (lr=1.7509e-03) (hash(x)=19810497)
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| 655 |
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627 train 7.921194 (lr=1.7450e-03) (hash(x)=25704919)
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| 656 |
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628 train 8.084976 (lr=1.7390e-03) (hash(x)=27174264)
|
| 657 |
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629 train 8.113889 (lr=1.7331e-03) (hash(x)=22280814)
|
| 658 |
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630 train 8.837309 (lr=1.7272e-03) (hash(x)=24279448)
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| 659 |
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631 train 8.242345 (lr=1.7212e-03) (hash(x)=23054940)
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| 660 |
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632 train 8.336913 (lr=1.7153e-03) (hash(x)=23942400)
|
| 661 |
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633 train 8.558918 (lr=1.7094e-03) (hash(x)=24712416)
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| 662 |
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634 train 8.169353 (lr=1.7034e-03) (hash(x)=24564658)
|
| 663 |
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635 train 7.918312 (lr=1.6975e-03) (hash(x)=24909904)
|
| 664 |
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636 train 7.926790 (lr=1.6916e-03) (hash(x)=23049534)
|
| 665 |
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637 train 8.034298 (lr=1.6856e-03) (hash(x)=24321591)
|
| 666 |
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638 train 7.894272 (lr=1.6797e-03) (hash(x)=26153298)
|
| 667 |
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639 train 7.925186 (lr=1.6738e-03) (hash(x)=27140757)
|
| 668 |
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640 train 7.719663 (lr=1.6678e-03) (hash(x)=25115907)
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| 669 |
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641 train 7.725295 (lr=1.6619e-03) (hash(x)=26563770)
|
| 670 |
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642 train 7.967435 (lr=1.6559e-03) (hash(x)=28089252)
|
| 671 |
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643 train 7.939944 (lr=1.6500e-03) (hash(x)=25993110)
|
| 672 |
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644 train 7.836481 (lr=1.6441e-03) (hash(x)=25150008)
|
| 673 |
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645 train 8.139997 (lr=1.6381e-03) (hash(x)=28520222)
|
| 674 |
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646 train 7.760880 (lr=1.6322e-03) (hash(x)=21349943)
|
| 675 |
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647 train 7.862237 (lr=1.6262e-03) (hash(x)=25149419)
|
| 676 |
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648 train 7.997051 (lr=1.6203e-03) (hash(x)=25730641)
|
| 677 |
+
649 train 8.188603 (lr=1.6144e-03) (hash(x)=26112813)
|
| 678 |
+
650 val loss 7.9197
|
| 679 |
+
650 val perplexity 2751.0627
|
| 680 |
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650 train 7.963179 (lr=1.6084e-03) (hash(x)=25907805)
|
| 681 |
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651 train 8.083537 (lr=1.6025e-03) (hash(x)=27623643)
|
| 682 |
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652 train 7.984403 (lr=1.5966e-03) (hash(x)=26484959)
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| 683 |
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653 train 8.117291 (lr=1.5906e-03) (hash(x)=29199854)
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| 684 |
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654 train 8.065578 (lr=1.5847e-03) (hash(x)=28369628)
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| 685 |
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655 train 7.912399 (lr=1.5788e-03) (hash(x)=24727764)
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| 686 |
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656 train 7.541097 (lr=1.5728e-03) (hash(x)=22610673)
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| 687 |
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657 train 7.459715 (lr=1.5669e-03) (hash(x)=22667179)
|
| 688 |
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658 train 7.255647 (lr=1.5610e-03) (hash(x)=18477300)
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| 689 |
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659 train 7.781798 (lr=1.5550e-03) (hash(x)=23155773)
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| 690 |
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660 train 7.518725 (lr=1.5491e-03) (hash(x)=19461032)
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| 691 |
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661 train 7.834856 (lr=1.5432e-03) (hash(x)=23453788)
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| 692 |
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662 train 7.885877 (lr=1.5373e-03) (hash(x)=24543466)
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| 693 |
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663 train 7.627668 (lr=1.5314e-03) (hash(x)=21935931)
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| 694 |
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664 train 7.464038 (lr=1.5254e-03) (hash(x)=19910292)
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| 695 |
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665 train 7.757491 (lr=1.5195e-03) (hash(x)=24481079)
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| 696 |
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666 train 7.405905 (lr=1.5136e-03) (hash(x)=18922411)
|
| 697 |
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667 train 7.471527 (lr=1.5077e-03) (hash(x)=20054917)
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| 698 |
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668 train 7.772372 (lr=1.5018e-03) (hash(x)=24850470)
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| 699 |
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669 train 7.938658 (lr=1.4959e-03) (hash(x)=25907741)
|
| 700 |
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670 train 8.110090 (lr=1.4900e-03) (hash(x)=26873522)
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| 701 |
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671 train 8.165524 (lr=1.4841e-03) (hash(x)=27606073)
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| 702 |
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672 train 8.280410 (lr=1.4782e-03) (hash(x)=26209645)
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| 703 |
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673 train 8.036986 (lr=1.4723e-03) (hash(x)=25202001)
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674 train 8.105918 (lr=1.4664e-03) (hash(x)=25569462)
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675 train 8.089462 (lr=1.4605e-03) (hash(x)=26534487)
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676 train 8.015327 (lr=1.4547e-03) (hash(x)=26455057)
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677 train 7.860612 (lr=1.4488e-03) (hash(x)=24095850)
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678 train 8.097091 (lr=1.4429e-03) (hash(x)=25287752)
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| 709 |
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679 train 7.595596 (lr=1.4371e-03) (hash(x)=22450341)
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| 710 |
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680 train 8.299162 (lr=1.4312e-03) (hash(x)=29004853)
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| 711 |
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681 train 8.082239 (lr=1.4253e-03) (hash(x)=27993763)
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682 train 7.843437 (lr=1.4195e-03) (hash(x)=26382658)
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683 train 7.966227 (lr=1.4136e-03) (hash(x)=25013073)
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| 714 |
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684 train 8.110447 (lr=1.4078e-03) (hash(x)=30595809)
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685 train 8.133888 (lr=1.4019e-03) (hash(x)=30934371)
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686 train 8.646014 (lr=1.3961e-03) (hash(x)=33060834)
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687 train 7.970989 (lr=1.3903e-03) (hash(x)=25945859)
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| 718 |
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688 train 7.781629 (lr=1.3844e-03) (hash(x)=23375678)
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| 719 |
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689 train 7.825696 (lr=1.3786e-03) (hash(x)=25218689)
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| 720 |
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690 train 7.995567 (lr=1.3728e-03) (hash(x)=28127397)
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| 721 |
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691 train 7.863518 (lr=1.3670e-03) (hash(x)=24418091)
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| 722 |
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692 train 7.740605 (lr=1.3612e-03) (hash(x)=22761099)
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| 723 |
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693 train 7.779025 (lr=1.3554e-03) (hash(x)=24615466)
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| 724 |
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694 train 7.932081 (lr=1.3496e-03) (hash(x)=24699240)
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| 725 |
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695 train 7.783148 (lr=1.3438e-03) (hash(x)=21613707)
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| 726 |
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696 train 7.956924 (lr=1.3380e-03) (hash(x)=24977554)
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| 727 |
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697 train 7.854001 (lr=1.3323e-03) (hash(x)=24348175)
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| 728 |
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698 train 7.969176 (lr=1.3265e-03) (hash(x)=25102767)
|
| 729 |
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699 train 7.900780 (lr=1.3207e-03) (hash(x)=26386157)
|
| 730 |
+
700 val loss 7.8504
|
| 731 |
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700 val perplexity 2566.7717
|
| 732 |
+
700 train 7.880644 (lr=1.3150e-03) (hash(x)=26423460)
|
| 733 |
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701 train 7.858600 (lr=1.3092e-03) (hash(x)=25771047)
|
| 734 |
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702 train 7.893390 (lr=1.3035e-03) (hash(x)=26999875)
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| 735 |
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703 train 7.791124 (lr=1.2977e-03) (hash(x)=24396519)
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| 736 |
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704 train 7.802820 (lr=1.2920e-03) (hash(x)=22588122)
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| 737 |
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705 train 8.125775 (lr=1.2863e-03) (hash(x)=25142399)
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| 738 |
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706 train 7.850517 (lr=1.2806e-03) (hash(x)=20440214)
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| 739 |
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707 train 7.711430 (lr=1.2748e-03) (hash(x)=23265507)
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| 740 |
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708 train 7.824207 (lr=1.2691e-03) (hash(x)=24563470)
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709 train 7.724874 (lr=1.2634e-03) (hash(x)=22514858)
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710 train 8.113721 (lr=1.2578e-03) (hash(x)=26691212)
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| 743 |
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711 train 8.098650 (lr=1.2521e-03) (hash(x)=29138828)
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712 train 8.048411 (lr=1.2464e-03) (hash(x)=28028528)
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| 745 |
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713 train 7.844974 (lr=1.2407e-03) (hash(x)=20531210)
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714 train 7.777299 (lr=1.2351e-03) (hash(x)=25075352)
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| 747 |
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715 train 7.890312 (lr=1.2294e-03) (hash(x)=24265353)
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716 train 7.968892 (lr=1.2238e-03) (hash(x)=24635726)
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717 train 7.810697 (lr=1.2182e-03) (hash(x)=24999726)
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718 train 8.036819 (lr=1.2125e-03) (hash(x)=27412910)
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719 train 7.812912 (lr=1.2069e-03) (hash(x)=24685515)
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720 train 7.881141 (lr=1.2013e-03) (hash(x)=23780329)
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721 train 7.752870 (lr=1.1957e-03) (hash(x)=25071701)
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| 754 |
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722 train 7.856833 (lr=1.1901e-03) (hash(x)=23767130)
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723 train 7.874541 (lr=1.1846e-03) (hash(x)=24876269)
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724 train 7.975599 (lr=1.1790e-03) (hash(x)=26405773)
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725 train 8.332828 (lr=1.1734e-03) (hash(x)=31733180)
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726 train 7.626472 (lr=1.1679e-03) (hash(x)=21337509)
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727 train 7.773012 (lr=1.1623e-03) (hash(x)=22825749)
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| 760 |
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728 train 8.051696 (lr=1.1568e-03) (hash(x)=28638695)
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| 761 |
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729 train 7.927997 (lr=1.1513e-03) (hash(x)=26393943)
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730 train 8.084762 (lr=1.1458e-03) (hash(x)=27563583)
|
| 763 |
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731 train 7.650697 (lr=1.1402e-03) (hash(x)=21239652)
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732 train 7.743244 (lr=1.1347e-03) (hash(x)=23986428)
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| 765 |
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733 train 7.677908 (lr=1.1293e-03) (hash(x)=24943881)
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| 766 |
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734 train 8.175119 (lr=1.1238e-03) (hash(x)=29691448)
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735 train 8.128870 (lr=1.1183e-03) (hash(x)=28767869)
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736 train 7.860191 (lr=1.1129e-03) (hash(x)=23628188)
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737 train 8.156771 (lr=1.1074e-03) (hash(x)=29341482)
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738 train 7.959488 (lr=1.1020e-03) (hash(x)=30336570)
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739 train 7.911068 (lr=1.0966e-03) (hash(x)=25614301)
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740 train 7.755516 (lr=1.0912e-03) (hash(x)=24160500)
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741 train 7.955553 (lr=1.0858e-03) (hash(x)=26030058)
|
| 774 |
+
742 train 8.270194 (lr=1.0804e-03) (hash(x)=29243936)
|
| 775 |
+
743 train 7.639997 (lr=1.0750e-03) (hash(x)=21159060)
|
| 776 |
+
744 train 7.710566 (lr=1.0696e-03) (hash(x)=23701853)
|
| 777 |
+
745 train 7.879870 (lr=1.0643e-03) (hash(x)=24629937)
|
| 778 |
+
746 train 7.785533 (lr=1.0589e-03) (hash(x)=25110108)
|
| 779 |
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747 train 7.881416 (lr=1.0536e-03) (hash(x)=26751788)
|
| 780 |
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748 train 7.931753 (lr=1.0483e-03) (hash(x)=26430427)
|
| 781 |
+
749 train 7.778419 (lr=1.0429e-03) (hash(x)=26012353)
|
| 782 |
+
750 val loss 7.8195
|
| 783 |
+
750 val perplexity 2488.6594
|
| 784 |
+
750 train 7.948356 (lr=1.0376e-03) (hash(x)=22735910)
|
| 785 |
+
751 train 7.714054 (lr=1.0324e-03) (hash(x)=25045397)
|
| 786 |
+
752 train 7.445165 (lr=1.0271e-03) (hash(x)=21554427)
|
| 787 |
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753 train 7.576070 (lr=1.0218e-03) (hash(x)=23751143)
|
| 788 |
+
754 train 8.282954 (lr=1.0166e-03) (hash(x)=28602273)
|
| 789 |
+
755 train 8.311439 (lr=1.0113e-03) (hash(x)=29989709)
|
| 790 |
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756 train 7.726705 (lr=1.0061e-03) (hash(x)=22331648)
|
| 791 |
+
757 train 8.146661 (lr=1.0009e-03) (hash(x)=31017246)
|
| 792 |
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758 train 8.091401 (lr=9.9568e-04) (hash(x)=29709045)
|
| 793 |
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759 train 8.095680 (lr=9.9049e-04) (hash(x)=25560928)
|
| 794 |
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760 train 7.811249 (lr=9.8531e-04) (hash(x)=25075464)
|
| 795 |
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761 train 7.871785 (lr=9.8015e-04) (hash(x)=27352253)
|
| 796 |
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762 train 8.048056 (lr=9.7500e-04) (hash(x)=28187891)
|
| 797 |
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763 train 7.955202 (lr=9.6986e-04) (hash(x)=26062687)
|
| 798 |
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764 train 7.971401 (lr=9.6474e-04) (hash(x)=27427811)
|
| 799 |
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765 train 8.055823 (lr=9.5963e-04) (hash(x)=27614522)
|
| 800 |
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766 train 7.789059 (lr=9.5453e-04) (hash(x)=26129544)
|
| 801 |
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767 train 8.343370 (lr=9.4944e-04) (hash(x)=28959222)
|
| 802 |
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768 train 7.923635 (lr=9.4437e-04) (hash(x)=26860067)
|
| 803 |
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769 train 7.690973 (lr=9.3932e-04) (hash(x)=25122598)
|
| 804 |
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770 train 7.795001 (lr=9.3427e-04) (hash(x)=25245030)
|
| 805 |
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771 train 7.811031 (lr=9.2924e-04) (hash(x)=25434884)
|
| 806 |
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772 train 7.891242 (lr=9.2423e-04) (hash(x)=27732790)
|
| 807 |
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773 train 7.900373 (lr=9.1923e-04) (hash(x)=27824438)
|
| 808 |
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774 train 7.986076 (lr=9.1424e-04) (hash(x)=27201953)
|
| 809 |
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775 train 7.643562 (lr=9.0927e-04) (hash(x)=21248405)
|
| 810 |
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776 train 7.524879 (lr=9.0431e-04) (hash(x)=22805934)
|
| 811 |
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777 train 7.834993 (lr=8.9936e-04) (hash(x)=26482588)
|
| 812 |
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778 train 7.868607 (lr=8.9443e-04) (hash(x)=24153691)
|
| 813 |
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779 train 8.036806 (lr=8.8952e-04) (hash(x)=25044192)
|
| 814 |
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780 train 7.913841 (lr=8.8462e-04) (hash(x)=25910078)
|
| 815 |
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781 train 7.933911 (lr=8.7973e-04) (hash(x)=28645524)
|
| 816 |
+
782 train 7.733356 (lr=8.7486e-04) (hash(x)=24368498)
|
| 817 |
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783 train 7.814007 (lr=8.7001e-04) (hash(x)=25830182)
|
| 818 |
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784 train 7.939144 (lr=8.6516e-04) (hash(x)=29181807)
|
| 819 |
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785 train 7.807549 (lr=8.6034e-04) (hash(x)=25585137)
|
| 820 |
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786 train 7.785738 (lr=8.5553e-04) (hash(x)=24798246)
|
| 821 |
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787 train 7.894016 (lr=8.5073e-04) (hash(x)=26621419)
|
| 822 |
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788 train 7.432233 (lr=8.4596e-04) (hash(x)=21446891)
|
| 823 |
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789 train 7.403937 (lr=8.4119e-04) (hash(x)=22165286)
|
| 824 |
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790 train 7.647320 (lr=8.3644e-04) (hash(x)=23477219)
|
| 825 |
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791 train 7.891818 (lr=8.3171e-04) (hash(x)=25173113)
|
| 826 |
+
792 train 7.751995 (lr=8.2699e-04) (hash(x)=25853788)
|
| 827 |
+
793 train 7.906290 (lr=8.2229e-04) (hash(x)=27267091)
|
| 828 |
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794 train 7.716648 (lr=8.1761e-04) (hash(x)=23743694)
|
| 829 |
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795 train 7.717668 (lr=8.1294e-04) (hash(x)=24400133)
|
| 830 |
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796 train 7.773590 (lr=8.0829e-04) (hash(x)=23663639)
|
| 831 |
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797 train 7.620860 (lr=8.0365e-04) (hash(x)=23103223)
|
| 832 |
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798 train 8.234634 (lr=7.9903e-04) (hash(x)=28748411)
|
| 833 |
+
799 train 7.494544 (lr=7.9443e-04) (hash(x)=23486277)
|
| 834 |
+
800 val loss 7.8118
|
| 835 |
+
800 val perplexity 2469.6035
|
| 836 |
+
800 train 7.774972 (lr=7.8984e-04) (hash(x)=25678518)
|
| 837 |
+
801 train 7.702906 (lr=7.8527e-04) (hash(x)=23421286)
|
| 838 |
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802 train 7.900369 (lr=7.8072e-04) (hash(x)=26054104)
|
| 839 |
+
803 train 7.866107 (lr=7.7618e-04) (hash(x)=25978130)
|
| 840 |
+
804 train 7.920819 (lr=7.7167e-04) (hash(x)=26006525)
|
| 841 |
+
805 train 7.864540 (lr=7.6716e-04) (hash(x)=25769432)
|
| 842 |
+
806 train 7.682384 (lr=7.6268e-04) (hash(x)=22430795)
|
| 843 |
+
807 train 8.058696 (lr=7.5821e-04) (hash(x)=28916006)
|
| 844 |
+
808 train 7.866414 (lr=7.5376e-04) (hash(x)=25166800)
|
| 845 |
+
809 train 7.953792 (lr=7.4933e-04) (hash(x)=24226056)
|
| 846 |
+
810 train 7.827980 (lr=7.4491e-04) (hash(x)=25057934)
|
| 847 |
+
811 train 8.580385 (lr=7.4051e-04) (hash(x)=33195100)
|
| 848 |
+
812 train 8.025210 (lr=7.3613e-04) (hash(x)=26312888)
|
| 849 |
+
813 train 8.206060 (lr=7.3177e-04) (hash(x)=27730410)
|
| 850 |
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814 train 8.093561 (lr=7.2742e-04) (hash(x)=27372474)
|
| 851 |
+
815 train 7.839372 (lr=7.2309e-04) (hash(x)=25556929)
|
| 852 |
+
816 train 7.952575 (lr=7.1878e-04) (hash(x)=26909985)
|
| 853 |
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817 train 7.758191 (lr=7.1449e-04) (hash(x)=25991247)
|
| 854 |
+
818 train 7.981721 (lr=7.1022e-04) (hash(x)=27438141)
|
| 855 |
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819 train 8.133853 (lr=7.0596e-04) (hash(x)=29536986)
|
| 856 |
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820 train 7.821153 (lr=7.0173e-04) (hash(x)=24478391)
|
| 857 |
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821 train 7.793408 (lr=6.9751e-04) (hash(x)=26125216)
|
| 858 |
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822 train 7.819049 (lr=6.9331e-04) (hash(x)=26422130)
|
| 859 |
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823 train 8.135567 (lr=6.8913e-04) (hash(x)=29648798)
|
| 860 |
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824 train 7.634712 (lr=6.8496e-04) (hash(x)=21247770)
|
| 861 |
+
825 train 7.804277 (lr=6.8082e-04) (hash(x)=23195388)
|
| 862 |
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826 train 7.796803 (lr=6.7669e-04) (hash(x)=25796725)
|
| 863 |
+
827 train 7.795616 (lr=6.7259e-04) (hash(x)=23124767)
|
| 864 |
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828 train 7.888444 (lr=6.6850e-04) (hash(x)=25233464)
|
| 865 |
+
829 train 7.842243 (lr=6.6443e-04) (hash(x)=25713275)
|
| 866 |
+
830 train 7.800237 (lr=6.6038e-04) (hash(x)=25550167)
|
| 867 |
+
831 train 7.713193 (lr=6.5635e-04) (hash(x)=24976217)
|
| 868 |
+
832 train 8.014360 (lr=6.5234e-04) (hash(x)=28536827)
|
| 869 |
+
833 train 7.931560 (lr=6.4835e-04) (hash(x)=27500801)
|
| 870 |
+
834 train 7.750980 (lr=6.4437e-04) (hash(x)=25545765)
|
| 871 |
+
835 train 7.757008 (lr=6.4042e-04) (hash(x)=23632825)
|
| 872 |
+
836 train 7.815829 (lr=6.3649e-04) (hash(x)=25708009)
|
| 873 |
+
837 train 7.846014 (lr=6.3257e-04) (hash(x)=24456276)
|
| 874 |
+
838 train 7.974057 (lr=6.2868e-04) (hash(x)=29189855)
|
| 875 |
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839 train 8.159251 (lr=6.2480e-04) (hash(x)=31019606)
|
| 876 |
+
840 train 7.987680 (lr=6.2095e-04) (hash(x)=26328013)
|
| 877 |
+
841 train 7.919805 (lr=6.1711e-04) (hash(x)=25027904)
|
| 878 |
+
842 train 7.713434 (lr=6.1330e-04) (hash(x)=23734189)
|
| 879 |
+
843 train 8.024440 (lr=6.0950e-04) (hash(x)=28236580)
|
| 880 |
+
844 train 7.784794 (lr=6.0573e-04) (hash(x)=26509780)
|
| 881 |
+
845 train 7.840784 (lr=6.0198e-04) (hash(x)=25386473)
|
| 882 |
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846 train 7.801578 (lr=5.9824e-04) (hash(x)=24052671)
|
| 883 |
+
847 train 7.962530 (lr=5.9453e-04) (hash(x)=28269421)
|
| 884 |
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848 train 7.459465 (lr=5.9083e-04) (hash(x)=22251724)
|
| 885 |
+
849 train 7.702300 (lr=5.8716e-04) (hash(x)=24308447)
|
| 886 |
+
850 val loss 7.8000
|
| 887 |
+
850 val perplexity 2440.5828
|
| 888 |
+
850 train 7.666711 (lr=5.8351e-04) (hash(x)=24242830)
|
| 889 |
+
851 train 7.809421 (lr=5.7988e-04) (hash(x)=25563279)
|
| 890 |
+
852 train 7.860954 (lr=5.7627e-04) (hash(x)=26354481)
|
| 891 |
+
853 train 7.968563 (lr=5.7268e-04) (hash(x)=26152637)
|
| 892 |
+
854 train 8.037789 (lr=5.6911e-04) (hash(x)=28051025)
|
| 893 |
+
855 train 7.816593 (lr=5.6556e-04) (hash(x)=24865358)
|
| 894 |
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856 train 7.742359 (lr=5.6203e-04) (hash(x)=24288911)
|
| 895 |
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857 train 7.643682 (lr=5.5853e-04) (hash(x)=22230964)
|
| 896 |
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858 train 7.512618 (lr=5.5504e-04) (hash(x)=21303832)
|
| 897 |
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859 train 7.677808 (lr=5.5158e-04) (hash(x)=22155546)
|
| 898 |
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860 train 7.826478 (lr=5.4813e-04) (hash(x)=25296428)
|
| 899 |
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861 train 7.975361 (lr=5.4471e-04) (hash(x)=29142319)
|
| 900 |
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862 train 7.808402 (lr=5.4131e-04) (hash(x)=25545430)
|
| 901 |
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863 train 7.695236 (lr=5.3793e-04) (hash(x)=26984272)
|
| 902 |
+
864 train 7.811595 (lr=5.3458e-04) (hash(x)=25429005)
|
| 903 |
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865 train 7.885201 (lr=5.3124e-04) (hash(x)=27077032)
|
| 904 |
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866 train 7.857076 (lr=5.2793e-04) (hash(x)=26494424)
|
| 905 |
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867 train 7.810881 (lr=5.2464e-04) (hash(x)=23193673)
|
| 906 |
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868 train 7.832891 (lr=5.2137e-04) (hash(x)=25075134)
|
| 907 |
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869 train 7.947797 (lr=5.1812e-04) (hash(x)=27112558)
|
| 908 |
+
870 train 8.042686 (lr=5.1489e-04) (hash(x)=27436608)
|
| 909 |
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871 train 7.738876 (lr=5.1169e-04) (hash(x)=24544116)
|
| 910 |
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872 train 8.128941 (lr=5.0851e-04) (hash(x)=31632686)
|
| 911 |
+
873 train 7.719167 (lr=5.0534e-04) (hash(x)=25890184)
|
| 912 |
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874 train 7.745496 (lr=5.0221e-04) (hash(x)=22887555)
|
| 913 |
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875 train 7.703789 (lr=4.9909e-04) (hash(x)=24547533)
|
| 914 |
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876 train 7.868585 (lr=4.9600e-04) (hash(x)=26553496)
|
| 915 |
+
877 train 7.978447 (lr=4.9293e-04) (hash(x)=27467688)
|
| 916 |
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878 train 7.734955 (lr=4.8988e-04) (hash(x)=24766934)
|
| 917 |
+
879 train 7.608982 (lr=4.8685e-04) (hash(x)=22059850)
|
| 918 |
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880 train 7.986363 (lr=4.8385e-04) (hash(x)=22871702)
|
| 919 |
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881 train 7.811349 (lr=4.8087e-04) (hash(x)=23893130)
|
| 920 |
+
882 train 7.904501 (lr=4.7791e-04) (hash(x)=25125691)
|
| 921 |
+
883 train 7.809424 (lr=4.7497e-04) (hash(x)=25994573)
|
| 922 |
+
884 train 7.864077 (lr=4.7206e-04) (hash(x)=26076345)
|
| 923 |
+
885 train 7.814703 (lr=4.6917e-04) (hash(x)=26577783)
|
| 924 |
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886 train 7.912715 (lr=4.6630e-04) (hash(x)=27395225)
|
| 925 |
+
887 train 7.726818 (lr=4.6346e-04) (hash(x)=23926632)
|
| 926 |
+
888 train 7.606515 (lr=4.6063e-04) (hash(x)=21737239)
|
| 927 |
+
889 train 7.847373 (lr=4.5783e-04) (hash(x)=23574207)
|
| 928 |
+
890 train 7.511499 (lr=4.5506e-04) (hash(x)=24365231)
|
| 929 |
+
891 train 7.717731 (lr=4.5231e-04) (hash(x)=27111369)
|
| 930 |
+
892 train 7.981834 (lr=4.4958e-04) (hash(x)=27290015)
|
| 931 |
+
893 train 7.758650 (lr=4.4687e-04) (hash(x)=23979820)
|
| 932 |
+
894 train 7.852948 (lr=4.4419e-04) (hash(x)=26450121)
|
| 933 |
+
895 train 7.798074 (lr=4.4153e-04) (hash(x)=27025333)
|
| 934 |
+
896 train 7.763801 (lr=4.3889e-04) (hash(x)=23624605)
|
| 935 |
+
897 train 7.590566 (lr=4.3628e-04) (hash(x)=22846386)
|
| 936 |
+
898 train 7.674617 (lr=4.3369e-04) (hash(x)=22970561)
|
| 937 |
+
899 train 7.428049 (lr=4.3113e-04) (hash(x)=16908068)
|
| 938 |
+
900 val loss 7.7754
|
| 939 |
+
900 val perplexity 2381.3789
|
| 940 |
+
900 train 7.744481 (lr=4.2858e-04) (hash(x)=24661446)
|
| 941 |
+
901 train 7.874582 (lr=4.2607e-04) (hash(x)=25664727)
|
| 942 |
+
902 train 7.822357 (lr=4.2357e-04) (hash(x)=25667011)
|
| 943 |
+
903 train 7.892105 (lr=4.2110e-04) (hash(x)=29120407)
|
| 944 |
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904 train 7.839740 (lr=4.1865e-04) (hash(x)=23385735)
|
| 945 |
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905 train 7.876457 (lr=4.1623e-04) (hash(x)=25564213)
|
| 946 |
+
906 train 7.961173 (lr=4.1383e-04) (hash(x)=25413898)
|
| 947 |
+
907 train 7.919232 (lr=4.1146e-04) (hash(x)=27092710)
|
| 948 |
+
908 train 7.697218 (lr=4.0910e-04) (hash(x)=25789923)
|
| 949 |
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909 train 7.838205 (lr=4.0678e-04) (hash(x)=28533197)
|
| 950 |
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910 train 7.650478 (lr=4.0447e-04) (hash(x)=22982996)
|
| 951 |
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911 train 7.712682 (lr=4.0220e-04) (hash(x)=23827393)
|
| 952 |
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912 train 7.379932 (lr=3.9994e-04) (hash(x)=21242640)
|
| 953 |
+
913 train 7.776184 (lr=3.9771e-04) (hash(x)=24154233)
|
| 954 |
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914 train 7.777840 (lr=3.9550e-04) (hash(x)=24331967)
|
| 955 |
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915 train 8.050603 (lr=3.9332e-04) (hash(x)=32812727)
|
| 956 |
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916 train 7.682878 (lr=3.9116e-04) (hash(x)=23572994)
|
| 957 |
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917 train 7.744878 (lr=3.8903e-04) (hash(x)=26305435)
|
| 958 |
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918 train 7.799212 (lr=3.8692e-04) (hash(x)=26268355)
|
| 959 |
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919 train 7.932331 (lr=3.8484e-04) (hash(x)=27230027)
|
| 960 |
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920 train 7.719583 (lr=3.8277e-04) (hash(x)=23885377)
|
| 961 |
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921 train 7.643239 (lr=3.8074e-04) (hash(x)=23532437)
|
| 962 |
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922 train 7.790372 (lr=3.7873e-04) (hash(x)=25577034)
|
| 963 |
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923 train 7.895665 (lr=3.7674e-04) (hash(x)=25703381)
|
| 964 |
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924 train 7.881172 (lr=3.7478e-04) (hash(x)=27113866)
|
| 965 |
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925 train 7.739983 (lr=3.7284e-04) (hash(x)=26961429)
|
| 966 |
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926 train 7.488126 (lr=3.7093e-04) (hash(x)=21355372)
|
| 967 |
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927 train 7.687079 (lr=3.6904e-04) (hash(x)=24968260)
|
| 968 |
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928 train 7.685682 (lr=3.6718e-04) (hash(x)=25357517)
|
| 969 |
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929 train 7.752792 (lr=3.6534e-04) (hash(x)=24854265)
|
| 970 |
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930 train 7.471004 (lr=3.6353e-04) (hash(x)=21102770)
|
| 971 |
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931 train 7.818035 (lr=3.6174e-04) (hash(x)=25676468)
|
| 972 |
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932 train 7.750749 (lr=3.5998e-04) (hash(x)=22809869)
|
| 973 |
+
933 train 7.879001 (lr=3.5824e-04) (hash(x)=25503865)
|
| 974 |
+
934 train 7.724644 (lr=3.5653e-04) (hash(x)=24853995)
|
| 975 |
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935 train 7.922441 (lr=3.5484e-04) (hash(x)=27544803)
|
| 976 |
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936 train 7.908697 (lr=3.5317e-04) (hash(x)=25981933)
|
| 977 |
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937 train 7.651652 (lr=3.5154e-04) (hash(x)=24658683)
|
| 978 |
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938 train 7.838176 (lr=3.4992e-04) (hash(x)=23855201)
|
| 979 |
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939 train 7.729529 (lr=3.4833e-04) (hash(x)=24331407)
|
| 980 |
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940 train 8.007385 (lr=3.4677e-04) (hash(x)=29265551)
|
| 981 |
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941 train 7.627910 (lr=3.4523e-04) (hash(x)=21892556)
|
| 982 |
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942 train 7.705571 (lr=3.4372e-04) (hash(x)=27183405)
|
| 983 |
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943 train 7.678262 (lr=3.4224e-04) (hash(x)=26540663)
|
| 984 |
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944 train 7.614240 (lr=3.4077e-04) (hash(x)=25718393)
|
| 985 |
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945 train 7.800020 (lr=3.3934e-04) (hash(x)=26819462)
|
| 986 |
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946 train 7.837686 (lr=3.3793e-04) (hash(x)=27427540)
|
| 987 |
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947 train 7.774130 (lr=3.3654e-04) (hash(x)=25532657)
|
| 988 |
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948 train 8.007024 (lr=3.3518e-04) (hash(x)=27641372)
|
| 989 |
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949 train 7.775647 (lr=3.3385e-04) (hash(x)=26515570)
|
| 990 |
+
950 val loss 7.7595
|
| 991 |
+
950 val perplexity 2343.7549
|
| 992 |
+
950 train 7.944380 (lr=3.3254e-04) (hash(x)=26911957)
|
| 993 |
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951 train 8.076479 (lr=3.3125e-04) (hash(x)=25856625)
|
| 994 |
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952 train 7.632799 (lr=3.3000e-04) (hash(x)=25219129)
|
| 995 |
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953 train 7.621408 (lr=3.2876e-04) (hash(x)=25260471)
|
| 996 |
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954 train 8.034060 (lr=3.2756e-04) (hash(x)=29373370)
|
| 997 |
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955 train 7.537371 (lr=3.2638e-04) (hash(x)=23437426)
|
| 998 |
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956 train 7.842114 (lr=3.2522e-04) (hash(x)=23769521)
|
| 999 |
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957 train 7.866672 (lr=3.2409e-04) (hash(x)=25961833)
|
| 1000 |
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958 train 7.591864 (lr=3.2299e-04) (hash(x)=23582666)
|
| 1001 |
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959 train 7.687799 (lr=3.2191e-04) (hash(x)=23164356)
|
| 1002 |
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960 train 7.689415 (lr=3.2085e-04) (hash(x)=24443114)
|
| 1003 |
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961 train 7.729993 (lr=3.1983e-04) (hash(x)=25052665)
|
| 1004 |
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962 train 7.887467 (lr=3.1883e-04) (hash(x)=27802272)
|
| 1005 |
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963 train 7.758301 (lr=3.1785e-04) (hash(x)=25957896)
|
| 1006 |
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964 train 7.811704 (lr=3.1690e-04) (hash(x)=26737251)
|
| 1007 |
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965 train 7.877586 (lr=3.1598e-04) (hash(x)=24723263)
|
| 1008 |
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966 train 7.815750 (lr=3.1508e-04) (hash(x)=24707011)
|
| 1009 |
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967 train 7.808415 (lr=3.1421e-04) (hash(x)=25646282)
|
| 1010 |
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968 train 7.820584 (lr=3.1336e-04) (hash(x)=27544665)
|
| 1011 |
+
969 train 7.750632 (lr=3.1254e-04) (hash(x)=25851993)
|
| 1012 |
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970 train 8.032521 (lr=3.1174e-04) (hash(x)=29059700)
|
| 1013 |
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971 train 7.687979 (lr=3.1098e-04) (hash(x)=21513584)
|
| 1014 |
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972 train 7.531812 (lr=3.1023e-04) (hash(x)=23151267)
|
| 1015 |
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973 train 7.772121 (lr=3.0952e-04) (hash(x)=26017176)
|
| 1016 |
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974 train 7.860256 (lr=3.0882e-04) (hash(x)=26979518)
|
| 1017 |
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975 train 7.801322 (lr=3.0816e-04) (hash(x)=23843233)
|
| 1018 |
+
976 train 7.908103 (lr=3.0752e-04) (hash(x)=24193010)
|
| 1019 |
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977 train 7.666911 (lr=3.0691e-04) (hash(x)=21476847)
|
| 1020 |
+
978 train 7.539356 (lr=3.0632e-04) (hash(x)=21366504)
|
| 1021 |
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979 train 7.648708 (lr=3.0576e-04) (hash(x)=23226697)
|
| 1022 |
+
980 train 7.394418 (lr=3.0522e-04) (hash(x)=19961773)
|
| 1023 |
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981 train 7.219347 (lr=3.0471e-04) (hash(x)=19772969)
|
| 1024 |
+
982 train 7.546047 (lr=3.0423e-04) (hash(x)=23110142)
|
| 1025 |
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983 train 7.830426 (lr=3.0377e-04) (hash(x)=24506028)
|
| 1026 |
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984 train 7.761864 (lr=3.0334e-04) (hash(x)=25480731)
|
| 1027 |
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985 train 7.531164 (lr=3.0294e-04) (hash(x)=21077417)
|
| 1028 |
+
986 train 7.638887 (lr=3.0256e-04) (hash(x)=23686713)
|
| 1029 |
+
987 train 7.771228 (lr=3.0221e-04) (hash(x)=26024321)
|
| 1030 |
+
988 train 7.841058 (lr=3.0188e-04) (hash(x)=27424109)
|
| 1031 |
+
989 train 7.908731 (lr=3.0158e-04) (hash(x)=27786174)
|
| 1032 |
+
990 train 7.732447 (lr=3.0131e-04) (hash(x)=25232502)
|
| 1033 |
+
991 train 7.730201 (lr=3.0106e-04) (hash(x)=22781277)
|
| 1034 |
+
992 train 7.777014 (lr=3.0084e-04) (hash(x)=26184527)
|
| 1035 |
+
993 train 7.815203 (lr=3.0064e-04) (hash(x)=24459895)
|
| 1036 |
+
994 train 7.742420 (lr=3.0047e-04) (hash(x)=25244624)
|
| 1037 |
+
995 train 7.884809 (lr=3.0033e-04) (hash(x)=24451843)
|
| 1038 |
+
996 train 7.857201 (lr=3.0021e-04) (hash(x)=22129897)
|
| 1039 |
+
997 train 7.672322 (lr=3.0012e-04) (hash(x)=21116390)
|
| 1040 |
+
998 train 7.484179 (lr=3.0005e-04) (hash(x)=20650070)
|
| 1041 |
+
999 val loss 7.7514
|
| 1042 |
+
999 val perplexity 2324.8494
|
| 1043 |
+
999 train 7.898430 (lr=3.0001e-04) (hash(x)=24948650)
|
lr3e-3_total_batch_size5120_seq_len512/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:06b304f048efadc53c4a9c453406b226a1e851e1f5fc9e167d265effa634e1b5
|
| 3 |
+
size 48156226
|
lr3e-3_total_batch_size5120_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2d509ac9dd3f90ecc4cb815d02e48986ade3e64c28d25079056b455c2309e4de
|
| 3 |
+
size 71157574
|