Upload folder using huggingface_hub
Browse files- lr8e-4_total_batch_size5120_seq_len128/args.json +1 -0
- lr8e-4_total_batch_size5120_seq_len128/dataloader_00999.pt +3 -0
- lr8e-4_total_batch_size5120_seq_len128/log2.txt +1043 -0
- lr8e-4_total_batch_size5120_seq_len128/model_00999.pt +3 -0
- lr8e-4_total_batch_size5120_seq_len128/optimizer_00999.pt +3 -0
lr8e-4_total_batch_size5120_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr8e-4_total_batch_size5120_seq_len128", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 5120, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0008, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr8e-4_total_batch_size5120_seq_len128/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:60582085b67f79a59d68bfd29cd9c94a65421fc83fc6750cd587ed93c2812fa4
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size 964
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lr8e-4_total_batch_size5120_seq_len128/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.6870
|
| 3 |
+
0 val perplexity 119016.5000
|
| 4 |
+
0 train 11.683437 (lr=2.7972e-06) (hash(x)=6154740)
|
| 5 |
+
1 train 11.706587 (lr=5.5944e-06) (hash(x)=6605789)
|
| 6 |
+
2 train 11.671456 (lr=8.3916e-06) (hash(x)=6696707)
|
| 7 |
+
3 train 11.689585 (lr=1.1189e-05) (hash(x)=5113283)
|
| 8 |
+
4 train 11.593265 (lr=1.3986e-05) (hash(x)=5607069)
|
| 9 |
+
5 train 11.581829 (lr=1.6783e-05) (hash(x)=7007748)
|
| 10 |
+
6 train 11.563037 (lr=1.9580e-05) (hash(x)=7643299)
|
| 11 |
+
7 train 11.512960 (lr=2.2378e-05) (hash(x)=5534142)
|
| 12 |
+
8 train 11.453259 (lr=2.5175e-05) (hash(x)=6539293)
|
| 13 |
+
9 train 11.405453 (lr=2.7972e-05) (hash(x)=5974274)
|
| 14 |
+
10 train 11.368162 (lr=3.0769e-05) (hash(x)=7199085)
|
| 15 |
+
11 train 11.290998 (lr=3.3566e-05) (hash(x)=6763231)
|
| 16 |
+
12 train 11.141034 (lr=3.6364e-05) (hash(x)=6720398)
|
| 17 |
+
13 train 11.126776 (lr=3.9161e-05) (hash(x)=6706513)
|
| 18 |
+
14 train 11.101662 (lr=4.1958e-05) (hash(x)=5727925)
|
| 19 |
+
15 train 10.959509 (lr=4.4755e-05) (hash(x)=6328012)
|
| 20 |
+
16 train 10.821723 (lr=4.7552e-05) (hash(x)=5812722)
|
| 21 |
+
17 train 10.729154 (lr=5.0350e-05) (hash(x)=6183012)
|
| 22 |
+
18 train 10.736969 (lr=5.3147e-05) (hash(x)=5952539)
|
| 23 |
+
19 train 10.671859 (lr=5.5944e-05) (hash(x)=7052161)
|
| 24 |
+
20 train 10.457150 (lr=5.8741e-05) (hash(x)=5810871)
|
| 25 |
+
21 train 10.596243 (lr=6.1538e-05) (hash(x)=6586466)
|
| 26 |
+
22 train 10.421978 (lr=6.4336e-05) (hash(x)=5061781)
|
| 27 |
+
23 train 10.460141 (lr=6.7133e-05) (hash(x)=5556098)
|
| 28 |
+
24 train 10.522156 (lr=6.9930e-05) (hash(x)=7268535)
|
| 29 |
+
25 train 10.430445 (lr=7.2727e-05) (hash(x)=8155572)
|
| 30 |
+
26 train 10.319763 (lr=7.5524e-05) (hash(x)=5019590)
|
| 31 |
+
27 train 10.214679 (lr=7.8322e-05) (hash(x)=4696943)
|
| 32 |
+
28 train 10.181250 (lr=8.1119e-05) (hash(x)=5984010)
|
| 33 |
+
29 train 10.406229 (lr=8.3916e-05) (hash(x)=7649389)
|
| 34 |
+
30 train 10.103769 (lr=8.6713e-05) (hash(x)=6332817)
|
| 35 |
+
31 train 10.058916 (lr=8.9510e-05) (hash(x)=6219138)
|
| 36 |
+
32 train 10.193588 (lr=9.2308e-05) (hash(x)=6895681)
|
| 37 |
+
33 train 10.142196 (lr=9.5105e-05) (hash(x)=7075794)
|
| 38 |
+
34 train 10.012372 (lr=9.7902e-05) (hash(x)=5024163)
|
| 39 |
+
35 train 10.047455 (lr=1.0070e-04) (hash(x)=6049878)
|
| 40 |
+
36 train 10.135862 (lr=1.0350e-04) (hash(x)=4774943)
|
| 41 |
+
37 train 10.109038 (lr=1.0629e-04) (hash(x)=6385927)
|
| 42 |
+
38 train 9.919786 (lr=1.0909e-04) (hash(x)=5070217)
|
| 43 |
+
39 train 9.870679 (lr=1.1189e-04) (hash(x)=5491972)
|
| 44 |
+
40 train 9.924762 (lr=1.1469e-04) (hash(x)=5695751)
|
| 45 |
+
41 train 9.837000 (lr=1.1748e-04) (hash(x)=6061420)
|
| 46 |
+
42 train 9.767004 (lr=1.2028e-04) (hash(x)=7836710)
|
| 47 |
+
43 train 9.858080 (lr=1.2308e-04) (hash(x)=8075458)
|
| 48 |
+
44 train 9.663966 (lr=1.2587e-04) (hash(x)=7190584)
|
| 49 |
+
45 train 9.761713 (lr=1.2867e-04) (hash(x)=7238769)
|
| 50 |
+
46 train 9.859268 (lr=1.3147e-04) (hash(x)=4931205)
|
| 51 |
+
47 train 9.613365 (lr=1.3427e-04) (hash(x)=5917741)
|
| 52 |
+
48 train 9.546713 (lr=1.3706e-04) (hash(x)=5530785)
|
| 53 |
+
49 train 9.570498 (lr=1.3986e-04) (hash(x)=5430605)
|
| 54 |
+
50 val loss 9.5134
|
| 55 |
+
50 val perplexity 13539.3975
|
| 56 |
+
50 train 9.537070 (lr=1.4266e-04) (hash(x)=6056774)
|
| 57 |
+
51 train 9.373644 (lr=1.4545e-04) (hash(x)=5750403)
|
| 58 |
+
52 train 9.383115 (lr=1.4825e-04) (hash(x)=6187497)
|
| 59 |
+
53 train 9.337363 (lr=1.5105e-04) (hash(x)=4792640)
|
| 60 |
+
54 train 9.459874 (lr=1.5385e-04) (hash(x)=6868430)
|
| 61 |
+
55 train 9.268411 (lr=1.5664e-04) (hash(x)=6112458)
|
| 62 |
+
56 train 9.198289 (lr=1.5944e-04) (hash(x)=5523601)
|
| 63 |
+
57 train 9.066706 (lr=1.6224e-04) (hash(x)=5801122)
|
| 64 |
+
58 train 9.187593 (lr=1.6503e-04) (hash(x)=6826295)
|
| 65 |
+
59 train 9.329735 (lr=1.6783e-04) (hash(x)=5806490)
|
| 66 |
+
60 train 9.102900 (lr=1.7063e-04) (hash(x)=6223100)
|
| 67 |
+
61 train 8.975108 (lr=1.7343e-04) (hash(x)=5754140)
|
| 68 |
+
62 train 8.981058 (lr=1.7622e-04) (hash(x)=6675367)
|
| 69 |
+
63 train 8.861685 (lr=1.7902e-04) (hash(x)=6568379)
|
| 70 |
+
64 train 8.709698 (lr=1.8182e-04) (hash(x)=5648233)
|
| 71 |
+
65 train 8.934361 (lr=1.8462e-04) (hash(x)=7134932)
|
| 72 |
+
66 train 8.788771 (lr=1.8741e-04) (hash(x)=5242536)
|
| 73 |
+
67 train 8.860897 (lr=1.9021e-04) (hash(x)=7212403)
|
| 74 |
+
68 train 8.672624 (lr=1.9301e-04) (hash(x)=5342967)
|
| 75 |
+
69 train 8.761984 (lr=1.9580e-04) (hash(x)=7720703)
|
| 76 |
+
70 train 8.777204 (lr=1.9860e-04) (hash(x)=7351337)
|
| 77 |
+
71 train 8.735043 (lr=2.0140e-04) (hash(x)=7386082)
|
| 78 |
+
72 train 8.539919 (lr=2.0420e-04) (hash(x)=6931318)
|
| 79 |
+
73 train 8.566191 (lr=2.0699e-04) (hash(x)=6848513)
|
| 80 |
+
74 train 8.536734 (lr=2.0979e-04) (hash(x)=7714274)
|
| 81 |
+
75 train 8.625558 (lr=2.1259e-04) (hash(x)=6359743)
|
| 82 |
+
76 train 8.429007 (lr=2.1538e-04) (hash(x)=6801650)
|
| 83 |
+
77 train 8.423543 (lr=2.1818e-04) (hash(x)=7536538)
|
| 84 |
+
78 train 8.477844 (lr=2.2098e-04) (hash(x)=6957410)
|
| 85 |
+
79 train 8.486066 (lr=2.2378e-04) (hash(x)=6151674)
|
| 86 |
+
80 train 8.371601 (lr=2.2657e-04) (hash(x)=6033844)
|
| 87 |
+
81 train 8.187799 (lr=2.2937e-04) (hash(x)=6317099)
|
| 88 |
+
82 train 8.147289 (lr=2.3217e-04) (hash(x)=5357844)
|
| 89 |
+
83 train 8.262385 (lr=2.3497e-04) (hash(x)=7168704)
|
| 90 |
+
84 train 8.527387 (lr=2.3776e-04) (hash(x)=7157938)
|
| 91 |
+
85 train 8.209927 (lr=2.4056e-04) (hash(x)=6736092)
|
| 92 |
+
86 train 8.128933 (lr=2.4336e-04) (hash(x)=5383012)
|
| 93 |
+
87 train 8.252179 (lr=2.4615e-04) (hash(x)=7859060)
|
| 94 |
+
88 train 8.221327 (lr=2.4895e-04) (hash(x)=5869288)
|
| 95 |
+
89 train 8.190435 (lr=2.5175e-04) (hash(x)=6958223)
|
| 96 |
+
90 train 8.063054 (lr=2.5455e-04) (hash(x)=6731344)
|
| 97 |
+
91 train 8.134937 (lr=2.5734e-04) (hash(x)=6976239)
|
| 98 |
+
92 train 7.988826 (lr=2.6014e-04) (hash(x)=7769441)
|
| 99 |
+
93 train 8.101367 (lr=2.6294e-04) (hash(x)=6956845)
|
| 100 |
+
94 train 8.204744 (lr=2.6573e-04) (hash(x)=6638037)
|
| 101 |
+
95 train 7.841677 (lr=2.6853e-04) (hash(x)=6391506)
|
| 102 |
+
96 train 8.242569 (lr=2.7133e-04) (hash(x)=7319928)
|
| 103 |
+
97 train 8.173428 (lr=2.7413e-04) (hash(x)=6113701)
|
| 104 |
+
98 train 7.852560 (lr=2.7692e-04) (hash(x)=6246453)
|
| 105 |
+
99 train 7.953240 (lr=2.7972e-04) (hash(x)=5245999)
|
| 106 |
+
100 val loss 8.0175
|
| 107 |
+
100 val perplexity 3033.5171
|
| 108 |
+
100 train 8.085306 (lr=2.8252e-04) (hash(x)=6227256)
|
| 109 |
+
101 train 7.943653 (lr=2.8531e-04) (hash(x)=5774189)
|
| 110 |
+
102 train 7.873219 (lr=2.8811e-04) (hash(x)=5588220)
|
| 111 |
+
103 train 7.866357 (lr=2.9091e-04) (hash(x)=5985675)
|
| 112 |
+
104 train 7.791639 (lr=2.9371e-04) (hash(x)=6259214)
|
| 113 |
+
105 train 7.990948 (lr=2.9650e-04) (hash(x)=6451776)
|
| 114 |
+
106 train 7.805307 (lr=2.9930e-04) (hash(x)=4940406)
|
| 115 |
+
107 train 7.799399 (lr=3.0210e-04) (hash(x)=4355733)
|
| 116 |
+
108 train 7.798152 (lr=3.0490e-04) (hash(x)=6186065)
|
| 117 |
+
109 train 7.951399 (lr=3.0769e-04) (hash(x)=6669188)
|
| 118 |
+
110 train 9.139694 (lr=3.1049e-04) (hash(x)=7118997)
|
| 119 |
+
111 train 8.290688 (lr=3.1329e-04) (hash(x)=6984772)
|
| 120 |
+
112 train 7.793800 (lr=3.1608e-04) (hash(x)=6472877)
|
| 121 |
+
113 train 8.016268 (lr=3.1888e-04) (hash(x)=7440580)
|
| 122 |
+
114 train 7.975979 (lr=3.2168e-04) (hash(x)=6378428)
|
| 123 |
+
115 train 8.094499 (lr=3.2448e-04) (hash(x)=6244096)
|
| 124 |
+
116 train 8.125318 (lr=3.2727e-04) (hash(x)=9100578)
|
| 125 |
+
117 train 8.328566 (lr=3.3007e-04) (hash(x)=8381560)
|
| 126 |
+
118 train 8.129729 (lr=3.3287e-04) (hash(x)=6066072)
|
| 127 |
+
119 train 7.806450 (lr=3.3566e-04) (hash(x)=6603717)
|
| 128 |
+
120 train 7.665348 (lr=3.3846e-04) (hash(x)=5138438)
|
| 129 |
+
121 train 7.591730 (lr=3.4126e-04) (hash(x)=6437516)
|
| 130 |
+
122 train 7.834575 (lr=3.4406e-04) (hash(x)=5743807)
|
| 131 |
+
123 train 7.636527 (lr=3.4685e-04) (hash(x)=5669522)
|
| 132 |
+
124 train 7.941388 (lr=3.4965e-04) (hash(x)=5963623)
|
| 133 |
+
125 train 7.651243 (lr=3.5245e-04) (hash(x)=5505889)
|
| 134 |
+
126 train 8.112898 (lr=3.5524e-04) (hash(x)=7607512)
|
| 135 |
+
127 train 7.928976 (lr=3.5804e-04) (hash(x)=6190579)
|
| 136 |
+
128 train 8.152842 (lr=3.6084e-04) (hash(x)=7444834)
|
| 137 |
+
129 train 7.983224 (lr=3.6364e-04) (hash(x)=5153196)
|
| 138 |
+
130 train 7.893080 (lr=3.6643e-04) (hash(x)=6495326)
|
| 139 |
+
131 train 7.972165 (lr=3.6923e-04) (hash(x)=4912983)
|
| 140 |
+
132 train 8.351508 (lr=3.7203e-04) (hash(x)=7094046)
|
| 141 |
+
133 train 7.797325 (lr=3.7483e-04) (hash(x)=5109125)
|
| 142 |
+
134 train 7.851958 (lr=3.7762e-04) (hash(x)=7119136)
|
| 143 |
+
135 train 7.877728 (lr=3.8042e-04) (hash(x)=7276303)
|
| 144 |
+
136 train 8.053335 (lr=3.8322e-04) (hash(x)=9147123)
|
| 145 |
+
137 train 8.058704 (lr=3.8601e-04) (hash(x)=6645716)
|
| 146 |
+
138 train 8.016753 (lr=3.8881e-04) (hash(x)=6347875)
|
| 147 |
+
139 train 7.787608 (lr=3.9161e-04) (hash(x)=5479947)
|
| 148 |
+
140 train 7.887794 (lr=3.9441e-04) (hash(x)=5832595)
|
| 149 |
+
141 train 8.230128 (lr=3.9720e-04) (hash(x)=7850360)
|
| 150 |
+
142 train 8.606165 (lr=4.0000e-04) (hash(x)=8499683)
|
| 151 |
+
143 train 8.142312 (lr=4.0280e-04) (hash(x)=6630378)
|
| 152 |
+
144 train 8.066635 (lr=4.0559e-04) (hash(x)=5340846)
|
| 153 |
+
145 train 7.885839 (lr=4.0839e-04) (hash(x)=6295358)
|
| 154 |
+
146 train 7.905224 (lr=4.1119e-04) (hash(x)=5974729)
|
| 155 |
+
147 train 8.480494 (lr=4.1399e-04) (hash(x)=8097010)
|
| 156 |
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148 train 8.192301 (lr=4.1678e-04) (hash(x)=6681250)
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| 157 |
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149 train 7.593072 (lr=4.1958e-04) (hash(x)=3958188)
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150 val loss 7.8516
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| 159 |
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150 val perplexity 2569.7183
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| 160 |
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150 train 7.797843 (lr=4.2238e-04) (hash(x)=5975539)
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151 train 9.771262 (lr=4.2517e-04) (hash(x)=9989744)
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152 train 8.807684 (lr=4.2797e-04) (hash(x)=6748487)
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153 train 7.780153 (lr=4.3077e-04) (hash(x)=6343832)
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154 train 7.872688 (lr=4.3357e-04) (hash(x)=5688949)
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155 train 8.181031 (lr=4.3636e-04) (hash(x)=6694932)
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156 train 7.850771 (lr=4.3916e-04) (hash(x)=5872835)
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157 train 7.880905 (lr=4.4196e-04) (hash(x)=6429137)
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158 train 8.196158 (lr=4.4476e-04) (hash(x)=6999390)
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159 train 9.718822 (lr=4.4755e-04) (hash(x)=6317894)
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160 train 11.017572 (lr=4.5035e-04) (hash(x)=5813657)
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161 train 10.886911 (lr=4.5315e-04) (hash(x)=5165595)
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162 train 10.911617 (lr=4.5594e-04) (hash(x)=5682633)
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163 train 8.788431 (lr=4.5874e-04) (hash(x)=5046327)
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164 train 8.188199 (lr=4.6154e-04) (hash(x)=6195808)
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165 train 8.072556 (lr=4.6434e-04) (hash(x)=7060363)
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166 train 8.033092 (lr=4.6713e-04) (hash(x)=5837126)
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167 train 7.952327 (lr=4.6993e-04) (hash(x)=7947703)
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168 train 7.552557 (lr=4.7273e-04) (hash(x)=5277865)
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169 train 7.848337 (lr=4.7552e-04) (hash(x)=5971240)
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170 train 7.774890 (lr=4.7832e-04) (hash(x)=6590408)
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171 train 7.977017 (lr=4.8112e-04) (hash(x)=5916068)
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172 train 7.872134 (lr=4.8392e-04) (hash(x)=6069727)
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173 train 7.882347 (lr=4.8671e-04) (hash(x)=7426277)
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174 train 8.041883 (lr=4.8951e-04) (hash(x)=5356513)
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175 train 7.822970 (lr=4.9231e-04) (hash(x)=5777498)
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176 train 8.035238 (lr=4.9510e-04) (hash(x)=5989756)
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177 train 7.829080 (lr=4.9790e-04) (hash(x)=6403331)
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178 train 7.892743 (lr=5.0070e-04) (hash(x)=7650667)
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179 train 8.062049 (lr=5.0350e-04) (hash(x)=5753092)
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180 train 7.838658 (lr=5.0629e-04) (hash(x)=5751457)
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181 train 7.681620 (lr=5.0909e-04) (hash(x)=5981486)
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182 train 7.679676 (lr=5.1189e-04) (hash(x)=5918229)
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183 train 7.911967 (lr=5.1469e-04) (hash(x)=7723226)
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184 train 7.988165 (lr=5.1748e-04) (hash(x)=6111721)
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185 train 7.644462 (lr=5.2028e-04) (hash(x)=6069558)
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186 train 7.932916 (lr=5.2308e-04) (hash(x)=5626336)
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187 train 8.131742 (lr=5.2587e-04) (hash(x)=7007016)
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188 train 7.666480 (lr=5.2867e-04) (hash(x)=5883013)
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189 train 7.528714 (lr=5.3147e-04) (hash(x)=5027958)
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190 train 7.863471 (lr=5.3427e-04) (hash(x)=5474948)
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191 train 7.719158 (lr=5.3706e-04) (hash(x)=6491229)
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192 train 7.790199 (lr=5.3986e-04) (hash(x)=5518341)
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193 train 7.872255 (lr=5.4266e-04) (hash(x)=7036653)
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194 train 7.868250 (lr=5.4545e-04) (hash(x)=5527616)
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195 train 8.214939 (lr=5.4825e-04) (hash(x)=6390752)
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196 train 7.849031 (lr=5.5105e-04) (hash(x)=6032557)
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197 train 8.587428 (lr=5.5385e-04) (hash(x)=7758167)
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198 train 8.413548 (lr=5.5664e-04) (hash(x)=7968070)
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199 train 8.000937 (lr=5.5944e-04) (hash(x)=6019389)
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200 val loss 7.8950
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| 211 |
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200 val perplexity 2683.7144
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| 212 |
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200 train 7.971140 (lr=5.6224e-04) (hash(x)=7276744)
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201 train 8.008094 (lr=5.6503e-04) (hash(x)=6503191)
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202 train 7.825707 (lr=5.6783e-04) (hash(x)=6006880)
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203 train 8.021129 (lr=5.7063e-04) (hash(x)=7662067)
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204 train 7.789588 (lr=5.7343e-04) (hash(x)=6297345)
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205 train 8.082823 (lr=5.7622e-04) (hash(x)=7901992)
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206 train 8.142193 (lr=5.7902e-04) (hash(x)=6579950)
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207 train 7.692109 (lr=5.8182e-04) (hash(x)=4648609)
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208 train 7.909349 (lr=5.8462e-04) (hash(x)=6903216)
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209 train 7.732367 (lr=5.8741e-04) (hash(x)=5897288)
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210 train 7.839914 (lr=5.9021e-04) (hash(x)=7300160)
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211 train 7.723544 (lr=5.9301e-04) (hash(x)=4725966)
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212 train 7.557694 (lr=5.9580e-04) (hash(x)=5060060)
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213 train 8.033115 (lr=5.9860e-04) (hash(x)=6243442)
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214 train 7.712458 (lr=6.0140e-04) (hash(x)=5893816)
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215 train 7.746438 (lr=6.0420e-04) (hash(x)=5558355)
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216 train 7.865259 (lr=6.0699e-04) (hash(x)=4378747)
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217 train 7.716820 (lr=6.0979e-04) (hash(x)=5400407)
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218 train 8.024069 (lr=6.1259e-04) (hash(x)=6900554)
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219 train 7.917788 (lr=6.1538e-04) (hash(x)=6524933)
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220 train 7.812368 (lr=6.1818e-04) (hash(x)=5409944)
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221 train 7.895364 (lr=6.2098e-04) (hash(x)=5889724)
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222 train 7.826368 (lr=6.2378e-04) (hash(x)=4970496)
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223 train 7.626686 (lr=6.2657e-04) (hash(x)=6369326)
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224 train 7.733120 (lr=6.2937e-04) (hash(x)=6563975)
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225 train 7.897446 (lr=6.3217e-04) (hash(x)=5911906)
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226 train 7.953748 (lr=6.3497e-04) (hash(x)=6111462)
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227 train 7.958645 (lr=6.3776e-04) (hash(x)=6022625)
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228 train 7.768284 (lr=6.4056e-04) (hash(x)=5884663)
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229 train 7.890339 (lr=6.4336e-04) (hash(x)=6584810)
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230 train 7.842656 (lr=6.4615e-04) (hash(x)=5289998)
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231 train 7.514932 (lr=6.4895e-04) (hash(x)=4906853)
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232 train 7.615761 (lr=6.5175e-04) (hash(x)=5862071)
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233 train 7.258059 (lr=6.5455e-04) (hash(x)=4564564)
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234 train 7.601528 (lr=6.5734e-04) (hash(x)=5723971)
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235 train 7.698314 (lr=6.6014e-04) (hash(x)=5589269)
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236 train 7.696378 (lr=6.6294e-04) (hash(x)=5683368)
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237 train 7.960526 (lr=6.6573e-04) (hash(x)=6969180)
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238 train 7.832767 (lr=6.6853e-04) (hash(x)=5341421)
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239 train 7.587717 (lr=6.7133e-04) (hash(x)=6437376)
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240 train 8.080617 (lr=6.7413e-04) (hash(x)=7527007)
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241 train 7.935441 (lr=6.7692e-04) (hash(x)=7116258)
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242 train 7.905227 (lr=6.7972e-04) (hash(x)=6463930)
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243 train 7.925653 (lr=6.8252e-04) (hash(x)=7304892)
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244 train 8.080555 (lr=6.8531e-04) (hash(x)=5881808)
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245 train 7.851917 (lr=6.8811e-04) (hash(x)=7366721)
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246 train 7.762708 (lr=6.9091e-04) (hash(x)=6457521)
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247 train 8.155014 (lr=6.9371e-04) (hash(x)=7084093)
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248 train 7.817368 (lr=6.9650e-04) (hash(x)=6015300)
|
| 261 |
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249 train 8.036617 (lr=6.9930e-04) (hash(x)=7197652)
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| 262 |
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250 val loss 7.7806
|
| 263 |
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250 val perplexity 2393.6228
|
| 264 |
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250 train 8.101478 (lr=7.0210e-04) (hash(x)=4830828)
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251 train 7.793128 (lr=7.0490e-04) (hash(x)=5908178)
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252 train 7.799882 (lr=7.0769e-04) (hash(x)=6299092)
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253 train 7.793116 (lr=7.1049e-04) (hash(x)=6349974)
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254 train 7.800604 (lr=7.1329e-04) (hash(x)=5641494)
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255 train 7.787890 (lr=7.1608e-04) (hash(x)=7048804)
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256 train 8.008862 (lr=7.1888e-04) (hash(x)=7035244)
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257 train 7.693189 (lr=7.2168e-04) (hash(x)=7909039)
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258 train 7.960866 (lr=7.2448e-04) (hash(x)=5470939)
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259 train 7.780613 (lr=7.2727e-04) (hash(x)=6085549)
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260 train 8.054434 (lr=7.3007e-04) (hash(x)=5882649)
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261 train 7.851082 (lr=7.3287e-04) (hash(x)=7463181)
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262 train 8.190361 (lr=7.3566e-04) (hash(x)=5215574)
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263 train 7.644195 (lr=7.3846e-04) (hash(x)=5752594)
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264 train 7.811648 (lr=7.4126e-04) (hash(x)=6416619)
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265 train 7.815011 (lr=7.4406e-04) (hash(x)=6114601)
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266 train 7.758576 (lr=7.4685e-04) (hash(x)=5646171)
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267 train 7.679123 (lr=7.4965e-04) (hash(x)=7662769)
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268 train 7.937560 (lr=7.5245e-04) (hash(x)=6394376)
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269 train 7.557564 (lr=7.5524e-04) (hash(x)=7485666)
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270 train 7.645489 (lr=7.5804e-04) (hash(x)=6636823)
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271 train 7.536088 (lr=7.6084e-04) (hash(x)=6393520)
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272 train 7.761819 (lr=7.6364e-04) (hash(x)=5235659)
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273 train 7.819428 (lr=7.6643e-04) (hash(x)=5586291)
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274 train 8.040734 (lr=7.6923e-04) (hash(x)=7034674)
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275 train 8.158289 (lr=7.7203e-04) (hash(x)=5942867)
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276 train 7.840230 (lr=7.7483e-04) (hash(x)=7812344)
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277 train 8.092177 (lr=7.7762e-04) (hash(x)=7574027)
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278 train 8.046166 (lr=7.8042e-04) (hash(x)=5960216)
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279 train 7.835858 (lr=7.8322e-04) (hash(x)=6793550)
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280 train 7.810153 (lr=7.8601e-04) (hash(x)=6879965)
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281 train 7.487259 (lr=7.8881e-04) (hash(x)=6264789)
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282 train 7.673707 (lr=7.9161e-04) (hash(x)=5175356)
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283 train 7.897304 (lr=7.9441e-04) (hash(x)=7105976)
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284 train 7.885385 (lr=7.9720e-04) (hash(x)=7286386)
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285 train 8.053342 (lr=8.0000e-04) (hash(x)=7244279)
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286 train 7.616718 (lr=8.0000e-04) (hash(x)=4877247)
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287 train 7.571765 (lr=8.0000e-04) (hash(x)=6581348)
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288 train 7.580690 (lr=7.9999e-04) (hash(x)=6397208)
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289 train 7.649809 (lr=7.9997e-04) (hash(x)=6543825)
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290 train 7.424378 (lr=7.9994e-04) (hash(x)=6088993)
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291 train 7.781647 (lr=7.9991e-04) (hash(x)=5555598)
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292 train 7.850276 (lr=7.9987e-04) (hash(x)=6924240)
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293 train 7.990934 (lr=7.9983e-04) (hash(x)=7254232)
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294 train 7.537994 (lr=7.9978e-04) (hash(x)=7689743)
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295 train 7.539412 (lr=7.9972e-04) (hash(x)=6235837)
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296 train 7.812680 (lr=7.9965e-04) (hash(x)=5216883)
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297 train 7.444831 (lr=7.9958e-04) (hash(x)=4738550)
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298 train 7.586594 (lr=7.9950e-04) (hash(x)=5126918)
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| 313 |
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299 train 7.822454 (lr=7.9941e-04) (hash(x)=5591770)
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| 314 |
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300 val loss 7.7078
|
| 315 |
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300 val perplexity 2225.5979
|
| 316 |
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300 train 8.687640 (lr=7.9932e-04) (hash(x)=8001573)
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301 train 8.380744 (lr=7.9922e-04) (hash(x)=8012491)
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302 train 8.011705 (lr=7.9911e-04) (hash(x)=3997428)
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303 train 7.326485 (lr=7.9899e-04) (hash(x)=7083021)
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304 train 7.927269 (lr=7.9887e-04) (hash(x)=7177371)
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305 train 7.746573 (lr=7.9874e-04) (hash(x)=6456022)
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306 train 7.842574 (lr=7.9861e-04) (hash(x)=5238861)
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307 train 7.776828 (lr=7.9846e-04) (hash(x)=7281348)
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308 train 7.940588 (lr=7.9831e-04) (hash(x)=6848441)
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309 train 7.990346 (lr=7.9816e-04) (hash(x)=7824794)
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310 train 8.146921 (lr=7.9799e-04) (hash(x)=7440208)
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311 train 7.916420 (lr=7.9782e-04) (hash(x)=6155821)
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312 train 7.647549 (lr=7.9765e-04) (hash(x)=5350461)
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313 train 7.856035 (lr=7.9746e-04) (hash(x)=7807564)
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314 train 7.721174 (lr=7.9727e-04) (hash(x)=5992165)
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315 train 7.669768 (lr=7.9707e-04) (hash(x)=5736241)
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316 train 7.646352 (lr=7.9687e-04) (hash(x)=6536253)
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317 train 7.848963 (lr=7.9666e-04) (hash(x)=5688415)
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318 train 7.497478 (lr=7.9644e-04) (hash(x)=5839705)
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319 train 7.707751 (lr=7.9621e-04) (hash(x)=5657123)
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320 train 7.677433 (lr=7.9598e-04) (hash(x)=6354364)
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321 train 7.724725 (lr=7.9574e-04) (hash(x)=6102985)
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322 train 7.975651 (lr=7.9549e-04) (hash(x)=7161967)
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323 train 7.857307 (lr=7.9524e-04) (hash(x)=6452095)
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324 train 7.586239 (lr=7.9498e-04) (hash(x)=5547396)
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326 train 7.743857 (lr=7.9444e-04) (hash(x)=4890294)
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327 train 7.458940 (lr=7.9416e-04) (hash(x)=5312267)
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328 train 7.456458 (lr=7.9387e-04) (hash(x)=5348929)
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329 train 7.372284 (lr=7.9358e-04) (hash(x)=5025297)
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330 train 7.381709 (lr=7.9327e-04) (hash(x)=5670052)
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332 train 8.091735 (lr=7.9265e-04) (hash(x)=9122453)
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333 train 7.791982 (lr=7.9233e-04) (hash(x)=5197474)
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334 train 7.628263 (lr=7.9200e-04) (hash(x)=5550786)
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335 train 7.680819 (lr=7.9167e-04) (hash(x)=6830813)
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336 train 7.546203 (lr=7.9132e-04) (hash(x)=5258435)
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337 train 7.556462 (lr=7.9097e-04) (hash(x)=5242548)
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338 train 7.452109 (lr=7.9062e-04) (hash(x)=3754886)
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339 train 7.340514 (lr=7.9026e-04) (hash(x)=4752771)
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341 train 8.001736 (lr=7.8951e-04) (hash(x)=6691249)
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342 train 7.696391 (lr=7.8913e-04) (hash(x)=7514623)
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343 train 7.789830 (lr=7.8874e-04) (hash(x)=6424933)
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344 train 7.738369 (lr=7.8834e-04) (hash(x)=6347757)
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345 train 7.681736 (lr=7.8794e-04) (hash(x)=6960120)
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346 train 7.731425 (lr=7.8753e-04) (hash(x)=7597197)
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347 train 7.627442 (lr=7.8711e-04) (hash(x)=5786517)
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348 train 7.681754 (lr=7.8669e-04) (hash(x)=6424363)
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349 train 7.764162 (lr=7.8626e-04) (hash(x)=7229689)
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| 366 |
+
350 val loss 7.6513
|
| 367 |
+
350 val perplexity 2103.4543
|
| 368 |
+
350 train 7.829522 (lr=7.8582e-04) (hash(x)=6772284)
|
| 369 |
+
351 train 7.909485 (lr=7.8538e-04) (hash(x)=6680023)
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| 370 |
+
352 train 7.760623 (lr=7.8493e-04) (hash(x)=6218520)
|
| 371 |
+
353 train 7.772234 (lr=7.8447e-04) (hash(x)=7688393)
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| 372 |
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354 train 7.699875 (lr=7.8401e-04) (hash(x)=6327977)
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| 373 |
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355 train 7.638770 (lr=7.8354e-04) (hash(x)=6474729)
|
| 374 |
+
356 train 7.694256 (lr=7.8306e-04) (hash(x)=6657266)
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| 375 |
+
357 train 7.735797 (lr=7.8258e-04) (hash(x)=5946650)
|
| 376 |
+
358 train 7.620255 (lr=7.8209e-04) (hash(x)=6734878)
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| 377 |
+
359 train 7.730633 (lr=7.8159e-04) (hash(x)=7523279)
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| 378 |
+
360 train 7.560632 (lr=7.8109e-04) (hash(x)=6179478)
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| 379 |
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361 train 7.651139 (lr=7.8058e-04) (hash(x)=5531605)
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| 380 |
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362 train 7.657497 (lr=7.8006e-04) (hash(x)=5844980)
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| 381 |
+
363 train 7.296112 (lr=7.7954e-04) (hash(x)=5508768)
|
| 382 |
+
364 train 7.163783 (lr=7.7901e-04) (hash(x)=6337190)
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| 383 |
+
365 train 8.789912 (lr=7.7847e-04) (hash(x)=6415982)
|
| 384 |
+
366 train 7.774729 (lr=7.7793e-04) (hash(x)=6828959)
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| 385 |
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367 train 7.752129 (lr=7.7738e-04) (hash(x)=6635925)
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| 386 |
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368 train 7.499676 (lr=7.7682e-04) (hash(x)=6358540)
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| 387 |
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369 train 7.863929 (lr=7.7626e-04) (hash(x)=5923706)
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| 388 |
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370 train 7.553805 (lr=7.7569e-04) (hash(x)=4843320)
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| 389 |
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371 train 7.740863 (lr=7.7511e-04) (hash(x)=6663801)
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| 390 |
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372 train 7.600640 (lr=7.7453e-04) (hash(x)=5583287)
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373 train 7.567753 (lr=7.7394e-04) (hash(x)=6113540)
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374 train 7.691015 (lr=7.7335e-04) (hash(x)=6389936)
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375 train 7.630345 (lr=7.7275e-04) (hash(x)=5869441)
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| 394 |
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376 train 7.695819 (lr=7.7214e-04) (hash(x)=5148617)
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377 train 7.947289 (lr=7.7153e-04) (hash(x)=6913454)
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378 train 7.665747 (lr=7.7091e-04) (hash(x)=5356233)
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| 397 |
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379 train 7.623816 (lr=7.7028e-04) (hash(x)=6698878)
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| 398 |
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380 train 7.575048 (lr=7.6964e-04) (hash(x)=6280665)
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| 399 |
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381 train 7.801994 (lr=7.6901e-04) (hash(x)=6094899)
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| 400 |
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382 train 7.351874 (lr=7.6836e-04) (hash(x)=6249746)
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| 401 |
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383 train 7.678961 (lr=7.6771e-04) (hash(x)=6349004)
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| 402 |
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384 train 7.602983 (lr=7.6705e-04) (hash(x)=7013468)
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| 403 |
+
385 train 7.568041 (lr=7.6638e-04) (hash(x)=6045933)
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| 404 |
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386 train 7.894169 (lr=7.6571e-04) (hash(x)=6571735)
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| 405 |
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387 train 7.539466 (lr=7.6503e-04) (hash(x)=4986137)
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| 406 |
+
388 train 7.187318 (lr=7.6435e-04) (hash(x)=5244912)
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| 407 |
+
389 train 7.542772 (lr=7.6366e-04) (hash(x)=4798229)
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| 408 |
+
390 train 7.571453 (lr=7.6296e-04) (hash(x)=5815783)
|
| 409 |
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391 train 7.351474 (lr=7.6226e-04) (hash(x)=6008454)
|
| 410 |
+
392 train 7.563411 (lr=7.6155e-04) (hash(x)=6407333)
|
| 411 |
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393 train 7.459795 (lr=7.6083e-04) (hash(x)=5938362)
|
| 412 |
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394 train 7.308470 (lr=7.6011e-04) (hash(x)=6077124)
|
| 413 |
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395 train 7.630810 (lr=7.5938e-04) (hash(x)=6550770)
|
| 414 |
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396 train 7.476097 (lr=7.5865e-04) (hash(x)=6181528)
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| 415 |
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397 train 7.724872 (lr=7.5791e-04) (hash(x)=7055344)
|
| 416 |
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398 train 7.829448 (lr=7.5716e-04) (hash(x)=7689348)
|
| 417 |
+
399 train 7.761893 (lr=7.5641e-04) (hash(x)=7682741)
|
| 418 |
+
400 val loss 7.6549
|
| 419 |
+
400 val perplexity 2111.0076
|
| 420 |
+
400 train 7.613126 (lr=7.5565e-04) (hash(x)=5189401)
|
| 421 |
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401 train 7.569535 (lr=7.5489e-04) (hash(x)=7372095)
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| 422 |
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402 train 7.685690 (lr=7.5412e-04) (hash(x)=6838219)
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| 423 |
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403 train 8.185756 (lr=7.5334e-04) (hash(x)=7892158)
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| 424 |
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404 train 7.810161 (lr=7.5256e-04) (hash(x)=5677077)
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| 425 |
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405 train 7.425462 (lr=7.5177e-04) (hash(x)=5929740)
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| 426 |
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406 train 7.576531 (lr=7.5097e-04) (hash(x)=5285055)
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| 427 |
+
407 train 7.686718 (lr=7.5017e-04) (hash(x)=7794028)
|
| 428 |
+
408 train 7.759375 (lr=7.4937e-04) (hash(x)=6640802)
|
| 429 |
+
409 train 7.837638 (lr=7.4855e-04) (hash(x)=6839923)
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| 430 |
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410 train 7.312483 (lr=7.4773e-04) (hash(x)=4020997)
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| 431 |
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411 train 7.536624 (lr=7.4691e-04) (hash(x)=7093523)
|
| 432 |
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412 train 7.830489 (lr=7.4608e-04) (hash(x)=7370045)
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| 433 |
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413 train 7.545541 (lr=7.4524e-04) (hash(x)=5341312)
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| 434 |
+
414 train 7.569070 (lr=7.4440e-04) (hash(x)=5589312)
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| 435 |
+
415 train 8.036122 (lr=7.4355e-04) (hash(x)=6166062)
|
| 436 |
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416 train 7.920056 (lr=7.4270e-04) (hash(x)=8354149)
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| 437 |
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417 train 7.549467 (lr=7.4184e-04) (hash(x)=5992164)
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| 438 |
+
418 train 7.597467 (lr=7.4097e-04) (hash(x)=4748657)
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| 439 |
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419 train 7.603067 (lr=7.4010e-04) (hash(x)=6645781)
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| 440 |
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420 train 7.815924 (lr=7.3922e-04) (hash(x)=6689147)
|
| 441 |
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421 train 7.701595 (lr=7.3834e-04) (hash(x)=6207724)
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| 442 |
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422 train 7.614268 (lr=7.3745e-04) (hash(x)=6232863)
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| 443 |
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423 train 7.365573 (lr=7.3655e-04) (hash(x)=4811192)
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| 444 |
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424 train 7.398789 (lr=7.3565e-04) (hash(x)=6211761)
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| 445 |
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425 train 7.597176 (lr=7.3474e-04) (hash(x)=6906335)
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| 446 |
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426 train 7.527941 (lr=7.3383e-04) (hash(x)=4922365)
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| 447 |
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427 train 7.577005 (lr=7.3291e-04) (hash(x)=5970866)
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| 448 |
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428 train 7.501617 (lr=7.3199e-04) (hash(x)=6417833)
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| 449 |
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429 train 7.586618 (lr=7.3106e-04) (hash(x)=5238015)
|
| 450 |
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430 train 7.493934 (lr=7.3012e-04) (hash(x)=5375451)
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| 451 |
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431 train 7.615366 (lr=7.2918e-04) (hash(x)=7822680)
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| 452 |
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432 train 7.638727 (lr=7.2824e-04) (hash(x)=6173200)
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| 453 |
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433 train 7.393836 (lr=7.2729e-04) (hash(x)=5478019)
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| 454 |
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434 train 7.623751 (lr=7.2633e-04) (hash(x)=5597859)
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| 455 |
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435 train 7.487439 (lr=7.2537e-04) (hash(x)=6317317)
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| 456 |
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436 train 7.694211 (lr=7.2440e-04) (hash(x)=7120467)
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| 457 |
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437 train 7.773491 (lr=7.2342e-04) (hash(x)=5832344)
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| 458 |
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438 train 7.646698 (lr=7.2244e-04) (hash(x)=6813802)
|
| 459 |
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439 train 7.708512 (lr=7.2146e-04) (hash(x)=6431409)
|
| 460 |
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440 train 7.771479 (lr=7.2047e-04) (hash(x)=5886861)
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| 461 |
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441 train 7.484012 (lr=7.1947e-04) (hash(x)=5900130)
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| 462 |
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442 train 7.726596 (lr=7.1847e-04) (hash(x)=6061563)
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| 463 |
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443 train 7.713188 (lr=7.1747e-04) (hash(x)=6653337)
|
| 464 |
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444 train 7.632481 (lr=7.1645e-04) (hash(x)=6575992)
|
| 465 |
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445 train 7.624427 (lr=7.1544e-04) (hash(x)=6696784)
|
| 466 |
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446 train 7.764124 (lr=7.1441e-04) (hash(x)=6242161)
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| 467 |
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447 train 7.576370 (lr=7.1339e-04) (hash(x)=5323032)
|
| 468 |
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448 train 7.370094 (lr=7.1235e-04) (hash(x)=6439367)
|
| 469 |
+
449 train 7.638541 (lr=7.1131e-04) (hash(x)=5372100)
|
| 470 |
+
450 val loss 7.6155
|
| 471 |
+
450 val perplexity 2029.3579
|
| 472 |
+
450 train 7.672157 (lr=7.1027e-04) (hash(x)=6344849)
|
| 473 |
+
451 train 7.301679 (lr=7.0922e-04) (hash(x)=5125339)
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| 474 |
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452 train 7.287890 (lr=7.0817e-04) (hash(x)=4876156)
|
| 475 |
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453 train 7.423781 (lr=7.0711e-04) (hash(x)=5664463)
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| 476 |
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454 train 7.298251 (lr=7.0604e-04) (hash(x)=6010042)
|
| 477 |
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455 train 7.529947 (lr=7.0497e-04) (hash(x)=7363286)
|
| 478 |
+
456 train 8.159866 (lr=7.0390e-04) (hash(x)=4873268)
|
| 479 |
+
457 train 7.874198 (lr=7.0282e-04) (hash(x)=7444468)
|
| 480 |
+
458 train 7.886745 (lr=7.0173e-04) (hash(x)=6698134)
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| 481 |
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459 train 7.681684 (lr=7.0064e-04) (hash(x)=7670050)
|
| 482 |
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460 train 7.685728 (lr=6.9955e-04) (hash(x)=6280866)
|
| 483 |
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461 train 7.565620 (lr=6.9845e-04) (hash(x)=8189420)
|
| 484 |
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462 train 7.697933 (lr=6.9734e-04) (hash(x)=6878292)
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| 485 |
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463 train 7.418419 (lr=6.9623e-04) (hash(x)=5616075)
|
| 486 |
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464 train 7.605835 (lr=6.9512e-04) (hash(x)=5839939)
|
| 487 |
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465 train 7.464160 (lr=6.9400e-04) (hash(x)=6360924)
|
| 488 |
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466 train 7.939818 (lr=6.9287e-04) (hash(x)=6466475)
|
| 489 |
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467 train 7.668953 (lr=6.9174e-04) (hash(x)=6593764)
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| 490 |
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468 train 8.157442 (lr=6.9061e-04) (hash(x)=7389698)
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| 491 |
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469 train 7.796253 (lr=6.8947e-04) (hash(x)=6764377)
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| 492 |
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470 train 7.525248 (lr=6.8832e-04) (hash(x)=7293570)
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| 493 |
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471 train 7.565753 (lr=6.8717e-04) (hash(x)=5672608)
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| 494 |
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472 train 7.397666 (lr=6.8602e-04) (hash(x)=5587975)
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| 495 |
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473 train 7.322899 (lr=6.8486e-04) (hash(x)=6985256)
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474 train 7.898012 (lr=6.8370e-04) (hash(x)=6549231)
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| 497 |
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475 train 7.594752 (lr=6.8253e-04) (hash(x)=6828653)
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| 498 |
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476 train 7.436860 (lr=6.8136e-04) (hash(x)=5478970)
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| 499 |
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477 train 7.442824 (lr=6.8018e-04) (hash(x)=5199845)
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478 train 7.532060 (lr=6.7900e-04) (hash(x)=6482073)
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| 501 |
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479 train 7.639960 (lr=6.7781e-04) (hash(x)=6839867)
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| 502 |
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480 train 7.624708 (lr=6.7662e-04) (hash(x)=7073454)
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| 503 |
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481 train 7.897598 (lr=6.7542e-04) (hash(x)=6928712)
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| 504 |
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482 train 7.588937 (lr=6.7422e-04) (hash(x)=5962982)
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| 505 |
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483 train 7.707046 (lr=6.7302e-04) (hash(x)=8426992)
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| 506 |
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484 train 7.629753 (lr=6.7181e-04) (hash(x)=6422394)
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| 507 |
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485 train 7.578392 (lr=6.7059e-04) (hash(x)=5330355)
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| 508 |
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486 train 7.033719 (lr=6.6937e-04) (hash(x)=4111491)
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| 509 |
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487 train 7.064920 (lr=6.6815e-04) (hash(x)=4916928)
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| 510 |
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488 train 7.224048 (lr=6.6692e-04) (hash(x)=6610244)
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| 511 |
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489 train 7.760235 (lr=6.6569e-04) (hash(x)=7287928)
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| 512 |
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490 train 7.603540 (lr=6.6446e-04) (hash(x)=6525083)
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| 513 |
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491 train 7.581148 (lr=6.6322e-04) (hash(x)=6484050)
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| 514 |
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492 train 7.687777 (lr=6.6197e-04) (hash(x)=6573424)
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| 515 |
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493 train 7.580771 (lr=6.6072e-04) (hash(x)=5062850)
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| 516 |
+
494 train 7.559315 (lr=6.5947e-04) (hash(x)=6215995)
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| 517 |
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495 train 7.679546 (lr=6.5821e-04) (hash(x)=8353379)
|
| 518 |
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496 train 7.552433 (lr=6.5695e-04) (hash(x)=6344823)
|
| 519 |
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497 train 7.513611 (lr=6.5568e-04) (hash(x)=6805358)
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| 520 |
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498 train 7.401032 (lr=6.5441e-04) (hash(x)=6018070)
|
| 521 |
+
499 train 7.702428 (lr=6.5314e-04) (hash(x)=6552510)
|
| 522 |
+
500 val loss 7.5545
|
| 523 |
+
500 val perplexity 1909.3619
|
| 524 |
+
500 train 7.470752 (lr=6.5186e-04) (hash(x)=7218108)
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| 525 |
+
501 train 7.678087 (lr=6.5058e-04) (hash(x)=5105545)
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| 526 |
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502 train 7.665430 (lr=6.4929e-04) (hash(x)=5997860)
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| 527 |
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503 train 7.451200 (lr=6.4800e-04) (hash(x)=4838871)
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| 528 |
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504 train 7.502067 (lr=6.4670e-04) (hash(x)=7105888)
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| 529 |
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505 train 7.804259 (lr=6.4540e-04) (hash(x)=5945286)
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| 530 |
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506 train 6.956537 (lr=6.4410e-04) (hash(x)=4381720)
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| 531 |
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507 train 6.653010 (lr=6.4280e-04) (hash(x)=3021697)
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| 532 |
+
508 train 7.066971 (lr=6.4148e-04) (hash(x)=6826973)
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| 533 |
+
509 train 7.671076 (lr=6.4017e-04) (hash(x)=6443070)
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| 534 |
+
510 train 7.353661 (lr=6.3885e-04) (hash(x)=5520637)
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| 535 |
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511 train 7.648328 (lr=6.3753e-04) (hash(x)=6795665)
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| 536 |
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512 train 7.391486 (lr=6.3620e-04) (hash(x)=6063891)
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| 537 |
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513 train 7.955371 (lr=6.3487e-04) (hash(x)=7683068)
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| 538 |
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514 train 7.212945 (lr=6.3354e-04) (hash(x)=5526694)
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| 539 |
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515 train 7.249269 (lr=6.3220e-04) (hash(x)=5486935)
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| 540 |
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516 train 7.588069 (lr=6.3086e-04) (hash(x)=6002252)
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| 541 |
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517 train 7.561894 (lr=6.2952e-04) (hash(x)=6115232)
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| 542 |
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518 train 7.859114 (lr=6.2817e-04) (hash(x)=9039136)
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| 543 |
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519 train 7.505990 (lr=6.2681e-04) (hash(x)=6678038)
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| 544 |
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520 train 7.664935 (lr=6.2546e-04) (hash(x)=5383926)
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| 545 |
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521 train 7.705895 (lr=6.2410e-04) (hash(x)=5747629)
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522 train 7.605730 (lr=6.2274e-04) (hash(x)=7090040)
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| 547 |
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523 train 7.807600 (lr=6.2137e-04) (hash(x)=6657714)
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| 548 |
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524 train 7.510019 (lr=6.2000e-04) (hash(x)=5414034)
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| 549 |
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525 train 7.584471 (lr=6.1863e-04) (hash(x)=6190642)
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526 train 7.718000 (lr=6.1725e-04) (hash(x)=7431177)
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527 train 7.567379 (lr=6.1587e-04) (hash(x)=6112215)
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528 train 7.674254 (lr=6.1449e-04) (hash(x)=6785874)
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529 train 7.431906 (lr=6.1310e-04) (hash(x)=7314989)
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530 train 7.643406 (lr=6.1171e-04) (hash(x)=6222614)
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531 train 7.753233 (lr=6.1031e-04) (hash(x)=8353143)
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| 556 |
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532 train 7.860522 (lr=6.0892e-04) (hash(x)=6752498)
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533 train 7.574724 (lr=6.0752e-04) (hash(x)=5912570)
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| 558 |
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534 train 7.728037 (lr=6.0611e-04) (hash(x)=5621785)
|
| 559 |
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535 train 7.619519 (lr=6.0471e-04) (hash(x)=5915361)
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| 560 |
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536 train 7.444937 (lr=6.0330e-04) (hash(x)=6853672)
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| 561 |
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537 train 7.431011 (lr=6.0188e-04) (hash(x)=6369494)
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| 562 |
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538 train 7.576741 (lr=6.0047e-04) (hash(x)=6039652)
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| 563 |
+
539 train 7.726073 (lr=5.9905e-04) (hash(x)=6254885)
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| 564 |
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540 train 7.572514 (lr=5.9762e-04) (hash(x)=5829860)
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| 565 |
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541 train 7.514441 (lr=5.9620e-04) (hash(x)=5425120)
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| 566 |
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542 train 7.263112 (lr=5.9477e-04) (hash(x)=5209746)
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| 567 |
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543 train 7.829821 (lr=5.9334e-04) (hash(x)=5771588)
|
| 568 |
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544 train 7.535992 (lr=5.9190e-04) (hash(x)=8298790)
|
| 569 |
+
545 train 7.617200 (lr=5.9047e-04) (hash(x)=6763967)
|
| 570 |
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546 train 7.615287 (lr=5.8903e-04) (hash(x)=4882397)
|
| 571 |
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547 train 7.353822 (lr=5.8758e-04) (hash(x)=5561507)
|
| 572 |
+
548 train 7.372556 (lr=5.8614e-04) (hash(x)=5762755)
|
| 573 |
+
549 train 7.491364 (lr=5.8469e-04) (hash(x)=7081151)
|
| 574 |
+
550 val loss 7.5244
|
| 575 |
+
550 val perplexity 1852.7688
|
| 576 |
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550 train 7.383849 (lr=5.8323e-04) (hash(x)=5047520)
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560 train 7.647222 (lr=5.6857e-04) (hash(x)=6294312)
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567 train 7.596194 (lr=5.5815e-04) (hash(x)=6901933)
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568 train 7.447910 (lr=5.5666e-04) (hash(x)=5124305)
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575 train 7.299489 (lr=5.4611e-04) (hash(x)=4294425)
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580 train 7.641590 (lr=5.3852e-04) (hash(x)=6946168)
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591 train 7.473298 (lr=5.2165e-04) (hash(x)=5486335)
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592 train 7.722656 (lr=5.2011e-04) (hash(x)=7868436)
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593 train 7.582102 (lr=5.1856e-04) (hash(x)=6964993)
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| 620 |
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594 train 7.779227 (lr=5.1702e-04) (hash(x)=6741270)
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595 train 8.008024 (lr=5.1547e-04) (hash(x)=7907450)
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| 625 |
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599 train 7.578408 (lr=5.0926e-04) (hash(x)=7295165)
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| 626 |
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600 val loss 7.5285
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| 627 |
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600 val perplexity 1860.3167
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| 628 |
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600 train 7.549865 (lr=5.0771e-04) (hash(x)=6034549)
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| 629 |
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601 train 7.589498 (lr=5.0615e-04) (hash(x)=4913602)
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602 train 7.550111 (lr=5.0459e-04) (hash(x)=6271294)
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603 train 7.676216 (lr=5.0303e-04) (hash(x)=6814026)
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604 train 7.530697 (lr=5.0147e-04) (hash(x)=6848040)
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605 train 7.883473 (lr=4.9991e-04) (hash(x)=7042051)
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| 634 |
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606 train 7.745343 (lr=4.9835e-04) (hash(x)=6481002)
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607 train 7.381203 (lr=4.9679e-04) (hash(x)=6267424)
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608 train 7.714677 (lr=4.9522e-04) (hash(x)=7665306)
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609 train 7.625935 (lr=4.9366e-04) (hash(x)=5614727)
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610 train 7.624576 (lr=4.9209e-04) (hash(x)=7039197)
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611 train 7.672980 (lr=4.9052e-04) (hash(x)=8086437)
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612 train 7.752872 (lr=4.8895e-04) (hash(x)=6993846)
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613 train 7.798313 (lr=4.8738e-04) (hash(x)=5900143)
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614 train 7.668924 (lr=4.8581e-04) (hash(x)=4841318)
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615 train 7.625908 (lr=4.8424e-04) (hash(x)=5270452)
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616 train 7.544415 (lr=4.8267e-04) (hash(x)=5955026)
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617 train 7.640775 (lr=4.8109e-04) (hash(x)=8617707)
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618 train 7.487264 (lr=4.7952e-04) (hash(x)=5159401)
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619 train 7.475078 (lr=4.7795e-04) (hash(x)=6420820)
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620 train 7.449168 (lr=4.7637e-04) (hash(x)=6628863)
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621 train 7.242607 (lr=4.7479e-04) (hash(x)=6215930)
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622 train 7.580864 (lr=4.7322e-04) (hash(x)=5248645)
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623 train 7.461339 (lr=4.7164e-04) (hash(x)=6305297)
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624 train 8.029337 (lr=4.7006e-04) (hash(x)=6989704)
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625 train 7.593973 (lr=4.6848e-04) (hash(x)=4026682)
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626 train 7.484196 (lr=4.6690e-04) (hash(x)=6367688)
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627 train 7.529243 (lr=4.6532e-04) (hash(x)=7889849)
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628 train 7.694878 (lr=4.6374e-04) (hash(x)=7334719)
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629 train 7.830132 (lr=4.6216e-04) (hash(x)=6141721)
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630 train 8.669253 (lr=4.6058e-04) (hash(x)=5056572)
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631 train 8.044258 (lr=4.5900e-04) (hash(x)=6040077)
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632 train 8.100708 (lr=4.5742e-04) (hash(x)=6866651)
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633 train 8.385164 (lr=4.5583e-04) (hash(x)=6155449)
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634 train 7.893442 (lr=4.5425e-04) (hash(x)=6690174)
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635 train 7.601172 (lr=4.5267e-04) (hash(x)=5652497)
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636 train 7.621835 (lr=4.5109e-04) (hash(x)=5931050)
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637 train 7.746641 (lr=4.4950e-04) (hash(x)=6961314)
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638 train 7.536393 (lr=4.4792e-04) (hash(x)=5973636)
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| 667 |
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639 train 7.555904 (lr=4.4634e-04) (hash(x)=7130251)
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| 668 |
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640 train 7.309475 (lr=4.4475e-04) (hash(x)=7503390)
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| 669 |
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641 train 7.336823 (lr=4.4317e-04) (hash(x)=5927461)
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| 670 |
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642 train 7.559348 (lr=4.4158e-04) (hash(x)=6196741)
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| 671 |
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643 train 7.467366 (lr=4.4000e-04) (hash(x)=6610177)
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| 672 |
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644 train 7.452167 (lr=4.3842e-04) (hash(x)=6635147)
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| 673 |
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645 train 7.679495 (lr=4.3683e-04) (hash(x)=7277580)
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| 674 |
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646 train 7.317497 (lr=4.3525e-04) (hash(x)=5050080)
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647 train 7.393287 (lr=4.3366e-04) (hash(x)=6508350)
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648 train 7.633282 (lr=4.3208e-04) (hash(x)=5276338)
|
| 677 |
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649 train 7.786057 (lr=4.3050e-04) (hash(x)=6536034)
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| 678 |
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650 val loss 7.5267
|
| 679 |
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650 val perplexity 1856.9524
|
| 680 |
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650 train 7.578208 (lr=4.2891e-04) (hash(x)=6944772)
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| 681 |
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651 train 7.613605 (lr=4.2733e-04) (hash(x)=6994983)
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| 682 |
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652 train 7.545150 (lr=4.2575e-04) (hash(x)=7172017)
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653 train 7.639430 (lr=4.2417e-04) (hash(x)=8700721)
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654 train 7.615660 (lr=4.2258e-04) (hash(x)=6774360)
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655 train 7.444989 (lr=4.2100e-04) (hash(x)=5859576)
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656 train 7.136799 (lr=4.1942e-04) (hash(x)=5899275)
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| 687 |
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657 train 7.056261 (lr=4.1784e-04) (hash(x)=5264962)
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658 train 6.897883 (lr=4.1626e-04) (hash(x)=5679861)
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659 train 7.332005 (lr=4.1468e-04) (hash(x)=5487065)
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660 train 7.112918 (lr=4.1310e-04) (hash(x)=4239476)
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661 train 7.425945 (lr=4.1152e-04) (hash(x)=5731624)
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| 692 |
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662 train 7.527098 (lr=4.0994e-04) (hash(x)=5883465)
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| 693 |
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663 train 7.285338 (lr=4.0836e-04) (hash(x)=4892065)
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| 694 |
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664 train 7.148315 (lr=4.0678e-04) (hash(x)=5858782)
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| 695 |
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665 train 7.447224 (lr=4.0521e-04) (hash(x)=5489496)
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666 train 7.110409 (lr=4.0363e-04) (hash(x)=4485195)
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| 697 |
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667 train 7.142278 (lr=4.0205e-04) (hash(x)=4933674)
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| 698 |
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668 train 7.421928 (lr=4.0048e-04) (hash(x)=5746292)
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| 699 |
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669 train 7.431533 (lr=3.9891e-04) (hash(x)=7021003)
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| 700 |
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670 train 7.598784 (lr=3.9733e-04) (hash(x)=5876710)
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| 701 |
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671 train 7.660367 (lr=3.9576e-04) (hash(x)=7317289)
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672 train 7.760567 (lr=3.9419e-04) (hash(x)=5598226)
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673 train 7.562491 (lr=3.9262e-04) (hash(x)=7869305)
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674 train 7.611700 (lr=3.9105e-04) (hash(x)=6611408)
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675 train 7.587976 (lr=3.8948e-04) (hash(x)=6811522)
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676 train 7.545211 (lr=3.8791e-04) (hash(x)=6704714)
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677 train 7.430015 (lr=3.8634e-04) (hash(x)=6601423)
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678 train 7.661256 (lr=3.8478e-04) (hash(x)=6726071)
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679 train 7.163018 (lr=3.8321e-04) (hash(x)=5510218)
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680 train 7.934966 (lr=3.8165e-04) (hash(x)=7950952)
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681 train 7.630328 (lr=3.8009e-04) (hash(x)=7180298)
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682 train 7.424460 (lr=3.7853e-04) (hash(x)=6068813)
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683 train 7.567736 (lr=3.7697e-04) (hash(x)=7304235)
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684 train 7.623631 (lr=3.7541e-04) (hash(x)=7441806)
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685 train 7.726415 (lr=3.7385e-04) (hash(x)=8111920)
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686 train 8.329744 (lr=3.7229e-04) (hash(x)=6222783)
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687 train 7.561632 (lr=3.7074e-04) (hash(x)=6752265)
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688 train 7.365996 (lr=3.6918e-04) (hash(x)=6147634)
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| 719 |
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689 train 7.399496 (lr=3.6763e-04) (hash(x)=6788720)
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| 720 |
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690 train 7.550434 (lr=3.6608e-04) (hash(x)=6413518)
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| 721 |
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691 train 7.435906 (lr=3.6453e-04) (hash(x)=5994476)
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| 722 |
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692 train 7.319509 (lr=3.6298e-04) (hash(x)=5462082)
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693 train 7.369944 (lr=3.6144e-04) (hash(x)=5862533)
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| 724 |
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694 train 7.546873 (lr=3.5989e-04) (hash(x)=7132796)
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| 725 |
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695 train 7.428020 (lr=3.5835e-04) (hash(x)=6530867)
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| 726 |
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696 train 7.503792 (lr=3.5681e-04) (hash(x)=7932207)
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697 train 7.468715 (lr=3.5527e-04) (hash(x)=5914734)
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| 728 |
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698 train 7.591680 (lr=3.5373e-04) (hash(x)=6361594)
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| 729 |
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699 train 7.556170 (lr=3.5219e-04) (hash(x)=5746260)
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| 730 |
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700 val loss 7.4791
|
| 731 |
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700 val perplexity 1770.6807
|
| 732 |
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700 train 7.495326 (lr=3.5066e-04) (hash(x)=7065743)
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| 733 |
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701 train 7.439205 (lr=3.4912e-04) (hash(x)=6856097)
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| 734 |
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702 train 7.512464 (lr=3.4759e-04) (hash(x)=7588648)
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703 train 7.430010 (lr=3.4606e-04) (hash(x)=5790078)
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| 736 |
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704 train 7.448999 (lr=3.4453e-04) (hash(x)=6069422)
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705 train 7.783248 (lr=3.4301e-04) (hash(x)=5805002)
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706 train 7.512825 (lr=3.4148e-04) (hash(x)=5344711)
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707 train 7.321788 (lr=3.3996e-04) (hash(x)=6430135)
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708 train 7.464485 (lr=3.3844e-04) (hash(x)=6317763)
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709 train 7.345987 (lr=3.3692e-04) (hash(x)=6156715)
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710 train 7.713501 (lr=3.3540e-04) (hash(x)=6321494)
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711 train 7.757513 (lr=3.3389e-04) (hash(x)=7614023)
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712 train 7.727546 (lr=3.3238e-04) (hash(x)=6740380)
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| 745 |
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713 train 7.563003 (lr=3.3087e-04) (hash(x)=4861744)
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714 train 7.425184 (lr=3.2936e-04) (hash(x)=6542179)
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715 train 7.493335 (lr=3.2785e-04) (hash(x)=5244861)
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716 train 7.634149 (lr=3.2635e-04) (hash(x)=7306636)
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717 train 7.458386 (lr=3.2484e-04) (hash(x)=7163697)
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718 train 7.653857 (lr=3.2334e-04) (hash(x)=6421642)
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720 train 7.539366 (lr=3.2035e-04) (hash(x)=6046027)
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721 train 7.346102 (lr=3.1886e-04) (hash(x)=6153866)
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723 train 7.448753 (lr=3.1588e-04) (hash(x)=6415565)
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729 train 7.519439 (lr=3.0700e-04) (hash(x)=6733560)
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732 train 7.320161 (lr=3.0260e-04) (hash(x)=6533769)
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741 train 7.570962 (lr=2.8953e-04) (hash(x)=5869339)
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744 train 7.368248 (lr=2.8523e-04) (hash(x)=6372244)
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745 train 7.554463 (lr=2.8380e-04) (hash(x)=7678937)
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746 train 7.463893 (lr=2.8238e-04) (hash(x)=6519438)
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747 train 7.518559 (lr=2.8095e-04) (hash(x)=6163272)
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748 train 7.593203 (lr=2.7953e-04) (hash(x)=7025209)
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| 781 |
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749 train 7.435372 (lr=2.7812e-04) (hash(x)=5774172)
|
| 782 |
+
750 val loss 7.4711
|
| 783 |
+
750 val perplexity 1756.4613
|
| 784 |
+
750 train 7.569447 (lr=2.7670e-04) (hash(x)=5327301)
|
| 785 |
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751 train 7.386265 (lr=2.7529e-04) (hash(x)=5676768)
|
| 786 |
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752 train 7.076365 (lr=2.7389e-04) (hash(x)=4823304)
|
| 787 |
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753 train 7.185856 (lr=2.7248e-04) (hash(x)=6443895)
|
| 788 |
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754 train 7.975614 (lr=2.7108e-04) (hash(x)=8032890)
|
| 789 |
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755 train 8.015595 (lr=2.6969e-04) (hash(x)=6090561)
|
| 790 |
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756 train 7.409878 (lr=2.6829e-04) (hash(x)=4514262)
|
| 791 |
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757 train 7.832635 (lr=2.6690e-04) (hash(x)=7788628)
|
| 792 |
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758 train 7.783027 (lr=2.6551e-04) (hash(x)=7239456)
|
| 793 |
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759 train 7.815177 (lr=2.6413e-04) (hash(x)=5863092)
|
| 794 |
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760 train 7.496313 (lr=2.6275e-04) (hash(x)=5572628)
|
| 795 |
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761 train 7.577047 (lr=2.6137e-04) (hash(x)=7141354)
|
| 796 |
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762 train 7.772326 (lr=2.6000e-04) (hash(x)=7272638)
|
| 797 |
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763 train 7.620050 (lr=2.5863e-04) (hash(x)=7201312)
|
| 798 |
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764 train 7.654937 (lr=2.5726e-04) (hash(x)=6015388)
|
| 799 |
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765 train 7.691962 (lr=2.5590e-04) (hash(x)=6414278)
|
| 800 |
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766 train 7.471591 (lr=2.5454e-04) (hash(x)=7137466)
|
| 801 |
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767 train 8.061747 (lr=2.5319e-04) (hash(x)=7019489)
|
| 802 |
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768 train 7.592669 (lr=2.5183e-04) (hash(x)=7233453)
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| 803 |
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769 train 7.363982 (lr=2.5048e-04) (hash(x)=7914626)
|
| 804 |
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770 train 7.441041 (lr=2.4914e-04) (hash(x)=5764080)
|
| 805 |
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771 train 7.462357 (lr=2.4780e-04) (hash(x)=6225608)
|
| 806 |
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772 train 7.541595 (lr=2.4646e-04) (hash(x)=8097255)
|
| 807 |
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773 train 7.535522 (lr=2.4513e-04) (hash(x)=5998078)
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| 808 |
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774 train 7.663992 (lr=2.4380e-04) (hash(x)=5416254)
|
| 809 |
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775 train 7.383049 (lr=2.4247e-04) (hash(x)=5483019)
|
| 810 |
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776 train 7.178077 (lr=2.4115e-04) (hash(x)=4702208)
|
| 811 |
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777 train 7.507473 (lr=2.3983e-04) (hash(x)=5911642)
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| 812 |
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778 train 7.538190 (lr=2.3852e-04) (hash(x)=6132487)
|
| 813 |
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779 train 7.671747 (lr=2.3720e-04) (hash(x)=5903258)
|
| 814 |
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780 train 7.586809 (lr=2.3590e-04) (hash(x)=7915382)
|
| 815 |
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781 train 7.582770 (lr=2.3460e-04) (hash(x)=5632006)
|
| 816 |
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782 train 7.409109 (lr=2.3330e-04) (hash(x)=6518211)
|
| 817 |
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783 train 7.500209 (lr=2.3200e-04) (hash(x)=5968716)
|
| 818 |
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784 train 7.592290 (lr=2.3071e-04) (hash(x)=7344525)
|
| 819 |
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785 train 7.497097 (lr=2.2942e-04) (hash(x)=6401968)
|
| 820 |
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786 train 7.425156 (lr=2.2814e-04) (hash(x)=6276127)
|
| 821 |
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787 train 7.542342 (lr=2.2686e-04) (hash(x)=5778017)
|
| 822 |
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788 train 7.079448 (lr=2.2559e-04) (hash(x)=5387306)
|
| 823 |
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789 train 7.043993 (lr=2.2432e-04) (hash(x)=5772567)
|
| 824 |
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790 train 7.265402 (lr=2.2305e-04) (hash(x)=6383748)
|
| 825 |
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791 train 7.579001 (lr=2.2179e-04) (hash(x)=7780194)
|
| 826 |
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792 train 7.436978 (lr=2.2053e-04) (hash(x)=7119030)
|
| 827 |
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793 train 7.548909 (lr=2.1928e-04) (hash(x)=6424771)
|
| 828 |
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794 train 7.377677 (lr=2.1803e-04) (hash(x)=6540151)
|
| 829 |
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795 train 7.376254 (lr=2.1678e-04) (hash(x)=6140998)
|
| 830 |
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796 train 7.474971 (lr=2.1554e-04) (hash(x)=6208271)
|
| 831 |
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797 train 7.310043 (lr=2.1431e-04) (hash(x)=7859566)
|
| 832 |
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798 train 7.858378 (lr=2.1308e-04) (hash(x)=7064477)
|
| 833 |
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799 train 7.126901 (lr=2.1185e-04) (hash(x)=3784321)
|
| 834 |
+
800 val loss 7.4483
|
| 835 |
+
800 val perplexity 1716.9646
|
| 836 |
+
800 train 7.421199 (lr=2.1063e-04) (hash(x)=4472758)
|
| 837 |
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801 train 7.359682 (lr=2.0941e-04) (hash(x)=5557891)
|
| 838 |
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802 train 7.530683 (lr=2.0819e-04) (hash(x)=7969325)
|
| 839 |
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803 train 7.530565 (lr=2.0698e-04) (hash(x)=5860821)
|
| 840 |
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804 train 7.546015 (lr=2.0578e-04) (hash(x)=6750848)
|
| 841 |
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805 train 7.488190 (lr=2.0458e-04) (hash(x)=5674826)
|
| 842 |
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806 train 7.278167 (lr=2.0338e-04) (hash(x)=5529163)
|
| 843 |
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807 train 7.691673 (lr=2.0219e-04) (hash(x)=7774109)
|
| 844 |
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808 train 7.488771 (lr=2.0100e-04) (hash(x)=6762509)
|
| 845 |
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809 train 7.575022 (lr=1.9982e-04) (hash(x)=5466449)
|
| 846 |
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810 train 7.445441 (lr=1.9864e-04) (hash(x)=7046935)
|
| 847 |
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811 train 8.301371 (lr=1.9747e-04) (hash(x)=7997664)
|
| 848 |
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812 train 7.602886 (lr=1.9630e-04) (hash(x)=6882594)
|
| 849 |
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813 train 7.765966 (lr=1.9514e-04) (hash(x)=7006517)
|
| 850 |
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814 train 7.606372 (lr=1.9398e-04) (hash(x)=6832530)
|
| 851 |
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815 train 7.468359 (lr=1.9283e-04) (hash(x)=6576749)
|
| 852 |
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816 train 7.582515 (lr=1.9168e-04) (hash(x)=8276629)
|
| 853 |
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817 train 7.364508 (lr=1.9053e-04) (hash(x)=6896198)
|
| 854 |
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818 train 7.592086 (lr=1.8939e-04) (hash(x)=5829252)
|
| 855 |
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819 train 7.723898 (lr=1.8826e-04) (hash(x)=7266655)
|
| 856 |
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820 train 7.456199 (lr=1.8713e-04) (hash(x)=6015975)
|
| 857 |
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821 train 7.446023 (lr=1.8600e-04) (hash(x)=5696696)
|
| 858 |
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822 train 7.469908 (lr=1.8488e-04) (hash(x)=5411666)
|
| 859 |
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823 train 7.696084 (lr=1.8377e-04) (hash(x)=7072404)
|
| 860 |
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824 train 7.337298 (lr=1.8266e-04) (hash(x)=4910095)
|
| 861 |
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825 train 7.485096 (lr=1.8155e-04) (hash(x)=6590657)
|
| 862 |
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826 train 7.421481 (lr=1.8045e-04) (hash(x)=7665574)
|
| 863 |
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827 train 7.468274 (lr=1.7936e-04) (hash(x)=6626459)
|
| 864 |
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828 train 7.508063 (lr=1.7827e-04) (hash(x)=6731971)
|
| 865 |
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829 train 7.491275 (lr=1.7718e-04) (hash(x)=5644977)
|
| 866 |
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830 train 7.458401 (lr=1.7610e-04) (hash(x)=6238654)
|
| 867 |
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831 train 7.354673 (lr=1.7503e-04) (hash(x)=6556025)
|
| 868 |
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832 train 7.675327 (lr=1.7396e-04) (hash(x)=7175563)
|
| 869 |
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833 train 7.553465 (lr=1.7289e-04) (hash(x)=6407492)
|
| 870 |
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834 train 7.382125 (lr=1.7183e-04) (hash(x)=4934335)
|
| 871 |
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835 train 7.398152 (lr=1.7078e-04) (hash(x)=5942129)
|
| 872 |
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836 train 7.428932 (lr=1.6973e-04) (hash(x)=5995643)
|
| 873 |
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837 train 7.476458 (lr=1.6869e-04) (hash(x)=6012163)
|
| 874 |
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838 train 7.603671 (lr=1.6765e-04) (hash(x)=8464831)
|
| 875 |
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839 train 7.831793 (lr=1.6661e-04) (hash(x)=7325027)
|
| 876 |
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840 train 7.702579 (lr=1.6559e-04) (hash(x)=6785865)
|
| 877 |
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841 train 7.612064 (lr=1.6456e-04) (hash(x)=4425520)
|
| 878 |
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842 train 7.388421 (lr=1.6355e-04) (hash(x)=5388267)
|
| 879 |
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843 train 7.638680 (lr=1.6253e-04) (hash(x)=7322467)
|
| 880 |
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844 train 7.435736 (lr=1.6153e-04) (hash(x)=6681766)
|
| 881 |
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845 train 7.500136 (lr=1.6053e-04) (hash(x)=7482800)
|
| 882 |
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846 train 7.464111 (lr=1.5953e-04) (hash(x)=5554493)
|
| 883 |
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847 train 7.653424 (lr=1.5854e-04) (hash(x)=6373412)
|
| 884 |
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848 train 7.085855 (lr=1.5756e-04) (hash(x)=5117517)
|
| 885 |
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849 train 7.330677 (lr=1.5658e-04) (hash(x)=6981426)
|
| 886 |
+
850 val loss 7.4498
|
| 887 |
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850 val perplexity 1719.4774
|
| 888 |
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850 train 7.297373 (lr=1.5560e-04) (hash(x)=6886188)
|
| 889 |
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851 train 7.487570 (lr=1.5463e-04) (hash(x)=7332255)
|
| 890 |
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852 train 7.524590 (lr=1.5367e-04) (hash(x)=6172042)
|
| 891 |
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853 train 7.680242 (lr=1.5271e-04) (hash(x)=5930894)
|
| 892 |
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854 train 7.713052 (lr=1.5176e-04) (hash(x)=7448958)
|
| 893 |
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855 train 7.523213 (lr=1.5082e-04) (hash(x)=5262868)
|
| 894 |
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856 train 7.376454 (lr=1.4988e-04) (hash(x)=5558427)
|
| 895 |
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857 train 7.250167 (lr=1.4894e-04) (hash(x)=5585769)
|
| 896 |
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858 train 7.159152 (lr=1.4801e-04) (hash(x)=5838081)
|
| 897 |
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859 train 7.315042 (lr=1.4709e-04) (hash(x)=5688247)
|
| 898 |
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860 train 7.451667 (lr=1.4617e-04) (hash(x)=5162020)
|
| 899 |
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861 train 7.632195 (lr=1.4526e-04) (hash(x)=7462079)
|
| 900 |
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862 train 7.447641 (lr=1.4435e-04) (hash(x)=6516108)
|
| 901 |
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863 train 7.246408 (lr=1.4345e-04) (hash(x)=8055563)
|
| 902 |
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864 train 7.468148 (lr=1.4255e-04) (hash(x)=6271901)
|
| 903 |
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865 train 7.500250 (lr=1.4166e-04) (hash(x)=6221701)
|
| 904 |
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866 train 7.509865 (lr=1.4078e-04) (hash(x)=5772861)
|
| 905 |
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867 train 7.505138 (lr=1.3990e-04) (hash(x)=5352405)
|
| 906 |
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868 train 7.506035 (lr=1.3903e-04) (hash(x)=6111630)
|
| 907 |
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869 train 7.540511 (lr=1.3816e-04) (hash(x)=6730666)
|
| 908 |
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870 train 7.729849 (lr=1.3730e-04) (hash(x)=8698315)
|
| 909 |
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871 train 7.404297 (lr=1.3645e-04) (hash(x)=5932790)
|
| 910 |
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872 train 7.785899 (lr=1.3560e-04) (hash(x)=8099892)
|
| 911 |
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873 train 7.407391 (lr=1.3476e-04) (hash(x)=6223114)
|
| 912 |
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874 train 7.567327 (lr=1.3392e-04) (hash(x)=5798363)
|
| 913 |
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875 train 7.373255 (lr=1.3309e-04) (hash(x)=6249312)
|
| 914 |
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876 train 7.506389 (lr=1.3227e-04) (hash(x)=6929692)
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| 915 |
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877 train 7.612144 (lr=1.3145e-04) (hash(x)=7242827)
|
| 916 |
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878 train 7.389362 (lr=1.3063e-04) (hash(x)=6332123)
|
| 917 |
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879 train 7.294970 (lr=1.2983e-04) (hash(x)=5680154)
|
| 918 |
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880 train 7.667989 (lr=1.2903e-04) (hash(x)=6352331)
|
| 919 |
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881 train 7.482324 (lr=1.2823e-04) (hash(x)=6332332)
|
| 920 |
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882 train 7.527276 (lr=1.2744e-04) (hash(x)=6180674)
|
| 921 |
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883 train 7.486145 (lr=1.2666e-04) (hash(x)=8156280)
|
| 922 |
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884 train 7.518857 (lr=1.2588e-04) (hash(x)=5874247)
|
| 923 |
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885 train 7.437901 (lr=1.2511e-04) (hash(x)=6659781)
|
| 924 |
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886 train 7.559820 (lr=1.2435e-04) (hash(x)=5780147)
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| 925 |
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887 train 7.379938 (lr=1.2359e-04) (hash(x)=5914217)
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| 926 |
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888 train 7.246047 (lr=1.2284e-04) (hash(x)=5411762)
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| 927 |
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889 train 7.543199 (lr=1.2209e-04) (hash(x)=6714110)
|
| 928 |
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890 train 7.189143 (lr=1.2135e-04) (hash(x)=5999685)
|
| 929 |
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891 train 7.384521 (lr=1.2062e-04) (hash(x)=7120215)
|
| 930 |
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892 train 7.655559 (lr=1.1989e-04) (hash(x)=6546587)
|
| 931 |
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893 train 7.437112 (lr=1.1917e-04) (hash(x)=6593413)
|
| 932 |
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894 train 7.529776 (lr=1.1845e-04) (hash(x)=6369927)
|
| 933 |
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895 train 7.441356 (lr=1.1774e-04) (hash(x)=6424128)
|
| 934 |
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896 train 7.418300 (lr=1.1704e-04) (hash(x)=5736158)
|
| 935 |
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897 train 7.233034 (lr=1.1634e-04) (hash(x)=5903043)
|
| 936 |
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898 train 7.323412 (lr=1.1565e-04) (hash(x)=4419128)
|
| 937 |
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899 train 7.160180 (lr=1.1497e-04) (hash(x)=4390027)
|
| 938 |
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900 val loss 7.4288
|
| 939 |
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900 val perplexity 1683.8197
|
| 940 |
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900 train 7.362626 (lr=1.1429e-04) (hash(x)=6728135)
|
| 941 |
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901 train 7.513760 (lr=1.1362e-04) (hash(x)=6945760)
|
| 942 |
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902 train 7.471305 (lr=1.1295e-04) (hash(x)=6081534)
|
| 943 |
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903 train 7.517815 (lr=1.1229e-04) (hash(x)=7804089)
|
| 944 |
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904 train 7.571086 (lr=1.1164e-04) (hash(x)=6225832)
|
| 945 |
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905 train 7.610134 (lr=1.1099e-04) (hash(x)=6273417)
|
| 946 |
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906 train 7.659355 (lr=1.1036e-04) (hash(x)=7775633)
|
| 947 |
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907 train 7.620094 (lr=1.0972e-04) (hash(x)=7130267)
|
| 948 |
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908 train 7.416354 (lr=1.0909e-04) (hash(x)=6554076)
|
| 949 |
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909 train 7.513559 (lr=1.0847e-04) (hash(x)=6140697)
|
| 950 |
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910 train 7.335847 (lr=1.0786e-04) (hash(x)=6128181)
|
| 951 |
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911 train 7.436421 (lr=1.0725e-04) (hash(x)=6490149)
|
| 952 |
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912 train 7.031314 (lr=1.0665e-04) (hash(x)=5422426)
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| 953 |
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913 train 7.456882 (lr=1.0606e-04) (hash(x)=4847733)
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| 954 |
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914 train 7.447791 (lr=1.0547e-04) (hash(x)=6349747)
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| 955 |
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915 train 7.729845 (lr=1.0489e-04) (hash(x)=9276378)
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916 train 7.343298 (lr=1.0431e-04) (hash(x)=6869524)
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| 957 |
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917 train 7.381476 (lr=1.0374e-04) (hash(x)=7082053)
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| 958 |
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918 train 7.421865 (lr=1.0318e-04) (hash(x)=7799351)
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| 959 |
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919 train 7.616323 (lr=1.0262e-04) (hash(x)=6283540)
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| 960 |
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920 train 7.387016 (lr=1.0207e-04) (hash(x)=6660860)
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| 961 |
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921 train 7.328838 (lr=1.0153e-04) (hash(x)=5200956)
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| 962 |
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922 train 7.414082 (lr=1.0099e-04) (hash(x)=5653241)
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| 963 |
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923 train 7.583707 (lr=1.0046e-04) (hash(x)=5781680)
|
| 964 |
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924 train 7.558781 (lr=9.9941e-05) (hash(x)=6146666)
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| 965 |
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925 train 7.397439 (lr=9.9425e-05) (hash(x)=8652907)
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926 train 7.192469 (lr=9.8915e-05) (hash(x)=5311546)
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| 967 |
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927 train 7.351357 (lr=9.8411e-05) (hash(x)=5728337)
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| 968 |
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928 train 7.318535 (lr=9.7915e-05) (hash(x)=5413240)
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| 969 |
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929 train 7.430328 (lr=9.7424e-05) (hash(x)=5832401)
|
| 970 |
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930 train 7.211864 (lr=9.6941e-05) (hash(x)=7420230)
|
| 971 |
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931 train 7.519371 (lr=9.6464e-05) (hash(x)=6278202)
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| 972 |
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932 train 7.390079 (lr=9.5994e-05) (hash(x)=6189873)
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| 973 |
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933 train 7.499774 (lr=9.5530e-05) (hash(x)=7403868)
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| 974 |
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934 train 7.363681 (lr=9.5073e-05) (hash(x)=6867459)
|
| 975 |
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935 train 7.564868 (lr=9.4623e-05) (hash(x)=7400272)
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| 976 |
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936 train 7.616142 (lr=9.4180e-05) (hash(x)=7936275)
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| 977 |
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937 train 7.311508 (lr=9.3743e-05) (hash(x)=5943413)
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938 train 7.528198 (lr=9.3313e-05) (hash(x)=5442166)
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| 979 |
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939 train 7.419097 (lr=9.2889e-05) (hash(x)=5795128)
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940 train 7.617681 (lr=9.2473e-05) (hash(x)=6831680)
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941 train 7.303300 (lr=9.2063e-05) (hash(x)=5519980)
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942 train 7.332280 (lr=9.1659e-05) (hash(x)=6765461)
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| 983 |
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943 train 7.305336 (lr=9.1263e-05) (hash(x)=6473432)
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| 984 |
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944 train 7.273232 (lr=9.0873e-05) (hash(x)=6490395)
|
| 985 |
+
945 train 7.485599 (lr=9.0490e-05) (hash(x)=5484669)
|
| 986 |
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946 train 7.463054 (lr=9.0114e-05) (hash(x)=7278970)
|
| 987 |
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947 train 7.448289 (lr=8.9744e-05) (hash(x)=5201502)
|
| 988 |
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948 train 7.675272 (lr=8.9382e-05) (hash(x)=7277915)
|
| 989 |
+
949 train 7.396924 (lr=8.9026e-05) (hash(x)=7227057)
|
| 990 |
+
950 val loss 7.4159
|
| 991 |
+
950 val perplexity 1662.2073
|
| 992 |
+
950 train 7.626300 (lr=8.8677e-05) (hash(x)=8178996)
|
| 993 |
+
951 train 7.771703 (lr=8.8335e-05) (hash(x)=6922646)
|
| 994 |
+
952 train 7.278928 (lr=8.7999e-05) (hash(x)=5941772)
|
| 995 |
+
953 train 7.254891 (lr=8.7670e-05) (hash(x)=6056673)
|
| 996 |
+
954 train 7.648520 (lr=8.7349e-05) (hash(x)=6912178)
|
| 997 |
+
955 train 7.186590 (lr=8.7034e-05) (hash(x)=5484641)
|
| 998 |
+
956 train 7.525898 (lr=8.6725e-05) (hash(x)=5121117)
|
| 999 |
+
957 train 7.557370 (lr=8.6424e-05) (hash(x)=7100865)
|
| 1000 |
+
958 train 7.256378 (lr=8.6130e-05) (hash(x)=5334280)
|
| 1001 |
+
959 train 7.362887 (lr=8.5842e-05) (hash(x)=7277141)
|
| 1002 |
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960 train 7.307778 (lr=8.5561e-05) (hash(x)=6401960)
|
| 1003 |
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961 train 7.387640 (lr=8.5287e-05) (hash(x)=6407603)
|
| 1004 |
+
962 train 7.527298 (lr=8.5020e-05) (hash(x)=5786089)
|
| 1005 |
+
963 train 7.405932 (lr=8.4760e-05) (hash(x)=5604614)
|
| 1006 |
+
964 train 7.417370 (lr=8.4507e-05) (hash(x)=5454287)
|
| 1007 |
+
965 train 7.542350 (lr=8.4260e-05) (hash(x)=6200612)
|
| 1008 |
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966 train 7.499067 (lr=8.4021e-05) (hash(x)=5691759)
|
| 1009 |
+
967 train 7.459194 (lr=8.3788e-05) (hash(x)=7443124)
|
| 1010 |
+
968 train 7.500760 (lr=8.3563e-05) (hash(x)=6711366)
|
| 1011 |
+
969 train 7.407757 (lr=8.3344e-05) (hash(x)=6728764)
|
| 1012 |
+
970 train 7.693987 (lr=8.3132e-05) (hash(x)=6870240)
|
| 1013 |
+
971 train 7.399839 (lr=8.2927e-05) (hash(x)=5601968)
|
| 1014 |
+
972 train 7.162122 (lr=8.2729e-05) (hash(x)=5311504)
|
| 1015 |
+
973 train 7.457762 (lr=8.2537e-05) (hash(x)=6877761)
|
| 1016 |
+
974 train 7.511388 (lr=8.2353e-05) (hash(x)=6457033)
|
| 1017 |
+
975 train 7.453982 (lr=8.2176e-05) (hash(x)=5632735)
|
| 1018 |
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976 train 7.637141 (lr=8.2005e-05) (hash(x)=6024880)
|
| 1019 |
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977 train 7.358840 (lr=8.1842e-05) (hash(x)=5658845)
|
| 1020 |
+
978 train 7.237310 (lr=8.1685e-05) (hash(x)=6089461)
|
| 1021 |
+
979 train 7.310323 (lr=8.1536e-05) (hash(x)=5594810)
|
| 1022 |
+
980 train 7.092809 (lr=8.1393e-05) (hash(x)=4667026)
|
| 1023 |
+
981 train 6.967785 (lr=8.1257e-05) (hash(x)=4738523)
|
| 1024 |
+
982 train 7.273063 (lr=8.1128e-05) (hash(x)=7451876)
|
| 1025 |
+
983 train 7.529049 (lr=8.1007e-05) (hash(x)=5881015)
|
| 1026 |
+
984 train 7.547577 (lr=8.0892e-05) (hash(x)=6255031)
|
| 1027 |
+
985 train 7.360570 (lr=8.0784e-05) (hash(x)=5263325)
|
| 1028 |
+
986 train 7.339565 (lr=8.0683e-05) (hash(x)=6654585)
|
| 1029 |
+
987 train 7.397566 (lr=8.0589e-05) (hash(x)=6865361)
|
| 1030 |
+
988 train 7.496890 (lr=8.0502e-05) (hash(x)=6978986)
|
| 1031 |
+
989 train 7.604034 (lr=8.0422e-05) (hash(x)=5644619)
|
| 1032 |
+
990 train 7.427780 (lr=8.0348e-05) (hash(x)=6551023)
|
| 1033 |
+
991 train 7.371108 (lr=8.0282e-05) (hash(x)=5809411)
|
| 1034 |
+
992 train 7.454008 (lr=8.0223e-05) (hash(x)=5501837)
|
| 1035 |
+
993 train 7.474544 (lr=8.0171e-05) (hash(x)=7044374)
|
| 1036 |
+
994 train 7.448763 (lr=8.0125e-05) (hash(x)=6526130)
|
| 1037 |
+
995 train 7.531295 (lr=8.0087e-05) (hash(x)=6293025)
|
| 1038 |
+
996 train 7.533747 (lr=8.0056e-05) (hash(x)=6295768)
|
| 1039 |
+
997 train 7.332946 (lr=8.0031e-05) (hash(x)=5189023)
|
| 1040 |
+
998 train 7.145046 (lr=8.0014e-05) (hash(x)=6255467)
|
| 1041 |
+
999 val loss 7.4143
|
| 1042 |
+
999 val perplexity 1659.6246
|
| 1043 |
+
999 train 7.539111 (lr=8.0003e-05) (hash(x)=7232964)
|
lr8e-4_total_batch_size5120_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bd75dc9859521f2d4e2bc7b64b7cf39fcbee9a8f70ec03967dbf990202f95917
|
| 3 |
+
size 36163010
|
lr8e-4_total_batch_size5120_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d9432372977e77a38c802c3205c55f7c21c753814ba15fa0c7c56c0ae1883f81
|
| 3 |
+
size 70764358
|