Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size40960_seq_len256/args.json +1 -0
- lr1e-4_total_batch_size40960_seq_len256/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size40960_seq_len256/log2.txt +1043 -0
- lr1e-4_total_batch_size40960_seq_len256/model_00999.pt +3 -0
- lr1e-4_total_batch_size40960_seq_len256/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size40960_seq_len256/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size40960_seq_len256", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": null, "total_batch_size": 40960, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1e-4_total_batch_size40960_seq_len256/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cec289292cf51a5462e2631af59109e64df3eca2d9e62e1fbd1c53a776a0f874
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size 964
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lr1e-4_total_batch_size40960_seq_len256/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7488
|
| 3 |
+
0 val perplexity 126607.6172
|
| 4 |
+
0 train 11.747648 (lr=3.4965e-07) (hash(x)=9915468)
|
| 5 |
+
1 train 11.762551 (lr=6.9930e-07) (hash(x)=12684830)
|
| 6 |
+
2 train 11.753098 (lr=1.0490e-06) (hash(x)=12014715)
|
| 7 |
+
3 train 11.729498 (lr=1.3986e-06) (hash(x)=12595649)
|
| 8 |
+
4 train 11.746849 (lr=1.7483e-06) (hash(x)=11101031)
|
| 9 |
+
5 train 11.737625 (lr=2.0979e-06) (hash(x)=12036401)
|
| 10 |
+
6 train 11.732759 (lr=2.4476e-06) (hash(x)=11823810)
|
| 11 |
+
7 train 11.721992 (lr=2.7972e-06) (hash(x)=13549925)
|
| 12 |
+
8 train 11.712526 (lr=3.1469e-06) (hash(x)=13252262)
|
| 13 |
+
9 train 11.705689 (lr=3.4965e-06) (hash(x)=13749054)
|
| 14 |
+
10 train 11.690114 (lr=3.8462e-06) (hash(x)=14461706)
|
| 15 |
+
11 train 11.677700 (lr=4.1958e-06) (hash(x)=11735995)
|
| 16 |
+
12 train 11.675545 (lr=4.5455e-06) (hash(x)=12231701)
|
| 17 |
+
13 train 11.669949 (lr=4.8951e-06) (hash(x)=14117945)
|
| 18 |
+
14 train 11.615375 (lr=5.2448e-06) (hash(x)=12678303)
|
| 19 |
+
15 train 11.638197 (lr=5.5944e-06) (hash(x)=12758461)
|
| 20 |
+
16 train 11.620955 (lr=5.9441e-06) (hash(x)=13701311)
|
| 21 |
+
17 train 11.582423 (lr=6.2937e-06) (hash(x)=14346433)
|
| 22 |
+
18 train 11.581202 (lr=6.6434e-06) (hash(x)=18910052)
|
| 23 |
+
19 train 11.561735 (lr=6.9930e-06) (hash(x)=12508350)
|
| 24 |
+
20 train 11.538468 (lr=7.3427e-06) (hash(x)=14043988)
|
| 25 |
+
21 train 11.501307 (lr=7.6923e-06) (hash(x)=11968227)
|
| 26 |
+
22 train 11.489028 (lr=8.0420e-06) (hash(x)=15670776)
|
| 27 |
+
23 train 11.472087 (lr=8.3916e-06) (hash(x)=11289341)
|
| 28 |
+
24 train 11.442546 (lr=8.7413e-06) (hash(x)=11482477)
|
| 29 |
+
25 train 11.423048 (lr=9.0909e-06) (hash(x)=10345057)
|
| 30 |
+
26 train 11.383562 (lr=9.4406e-06) (hash(x)=11157124)
|
| 31 |
+
27 train 11.354762 (lr=9.7902e-06) (hash(x)=10750452)
|
| 32 |
+
28 train 11.325596 (lr=1.0140e-05) (hash(x)=8921601)
|
| 33 |
+
29 train 11.280510 (lr=1.0490e-05) (hash(x)=12165500)
|
| 34 |
+
30 train 11.264828 (lr=1.0839e-05) (hash(x)=13569316)
|
| 35 |
+
31 train 11.241072 (lr=1.1189e-05) (hash(x)=14043713)
|
| 36 |
+
32 train 11.202614 (lr=1.1538e-05) (hash(x)=11969650)
|
| 37 |
+
33 train 11.108937 (lr=1.1888e-05) (hash(x)=13680255)
|
| 38 |
+
34 train 11.147068 (lr=1.2238e-05) (hash(x)=13871675)
|
| 39 |
+
35 train 11.069932 (lr=1.2587e-05) (hash(x)=12263431)
|
| 40 |
+
36 train 11.072086 (lr=1.2937e-05) (hash(x)=12414778)
|
| 41 |
+
37 train 11.031780 (lr=1.3287e-05) (hash(x)=14443665)
|
| 42 |
+
38 train 10.983942 (lr=1.3636e-05) (hash(x)=13100449)
|
| 43 |
+
39 train 10.919054 (lr=1.3986e-05) (hash(x)=13953073)
|
| 44 |
+
40 train 10.840235 (lr=1.4336e-05) (hash(x)=10956041)
|
| 45 |
+
41 train 10.878267 (lr=1.4685e-05) (hash(x)=12840879)
|
| 46 |
+
42 train 10.845440 (lr=1.5035e-05) (hash(x)=14428050)
|
| 47 |
+
43 train 10.782969 (lr=1.5385e-05) (hash(x)=14104576)
|
| 48 |
+
44 train 10.746889 (lr=1.5734e-05) (hash(x)=14453314)
|
| 49 |
+
45 train 10.696529 (lr=1.6084e-05) (hash(x)=12918172)
|
| 50 |
+
46 train 10.683006 (lr=1.6434e-05) (hash(x)=12368572)
|
| 51 |
+
47 train 10.663581 (lr=1.6783e-05) (hash(x)=13340443)
|
| 52 |
+
48 train 10.654287 (lr=1.7133e-05) (hash(x)=10742101)
|
| 53 |
+
49 train 10.629972 (lr=1.7483e-05) (hash(x)=13025742)
|
| 54 |
+
50 val loss 10.5884
|
| 55 |
+
50 val perplexity 39672.1484
|
| 56 |
+
50 train 10.641424 (lr=1.7832e-05) (hash(x)=14351068)
|
| 57 |
+
51 train 10.554951 (lr=1.8182e-05) (hash(x)=13155663)
|
| 58 |
+
52 train 10.543849 (lr=1.8531e-05) (hash(x)=9157946)
|
| 59 |
+
53 train 10.529142 (lr=1.8881e-05) (hash(x)=13872294)
|
| 60 |
+
54 train 10.468439 (lr=1.9231e-05) (hash(x)=12773612)
|
| 61 |
+
55 train 10.484112 (lr=1.9580e-05) (hash(x)=12235713)
|
| 62 |
+
56 train 10.461968 (lr=1.9930e-05) (hash(x)=13686441)
|
| 63 |
+
57 train 10.497540 (lr=2.0280e-05) (hash(x)=13214962)
|
| 64 |
+
58 train 10.410728 (lr=2.0629e-05) (hash(x)=12602681)
|
| 65 |
+
59 train 10.426524 (lr=2.0979e-05) (hash(x)=13829219)
|
| 66 |
+
60 train 10.441619 (lr=2.1329e-05) (hash(x)=9335220)
|
| 67 |
+
61 train 10.396661 (lr=2.1678e-05) (hash(x)=15713183)
|
| 68 |
+
62 train 10.396031 (lr=2.2028e-05) (hash(x)=9917297)
|
| 69 |
+
63 train 10.342007 (lr=2.2378e-05) (hash(x)=12688412)
|
| 70 |
+
64 train 10.316389 (lr=2.2727e-05) (hash(x)=12108991)
|
| 71 |
+
65 train 10.362356 (lr=2.3077e-05) (hash(x)=12152216)
|
| 72 |
+
66 train 10.335101 (lr=2.3427e-05) (hash(x)=11421483)
|
| 73 |
+
67 train 10.310894 (lr=2.3776e-05) (hash(x)=13448155)
|
| 74 |
+
68 train 10.319539 (lr=2.4126e-05) (hash(x)=11905081)
|
| 75 |
+
69 train 10.261634 (lr=2.4476e-05) (hash(x)=12290857)
|
| 76 |
+
70 train 10.385275 (lr=2.4825e-05) (hash(x)=13234933)
|
| 77 |
+
71 train 10.347075 (lr=2.5175e-05) (hash(x)=9768085)
|
| 78 |
+
72 train 10.268010 (lr=2.5524e-05) (hash(x)=9528974)
|
| 79 |
+
73 train 10.323756 (lr=2.5874e-05) (hash(x)=10720403)
|
| 80 |
+
74 train 10.257861 (lr=2.6224e-05) (hash(x)=12874592)
|
| 81 |
+
75 train 10.301887 (lr=2.6573e-05) (hash(x)=11025404)
|
| 82 |
+
76 train 10.317125 (lr=2.6923e-05) (hash(x)=12567779)
|
| 83 |
+
77 train 10.329890 (lr=2.7273e-05) (hash(x)=11826091)
|
| 84 |
+
78 train 10.358979 (lr=2.7622e-05) (hash(x)=11259652)
|
| 85 |
+
79 train 10.314079 (lr=2.7972e-05) (hash(x)=14642293)
|
| 86 |
+
80 train 10.209698 (lr=2.8322e-05) (hash(x)=12923132)
|
| 87 |
+
81 train 10.260011 (lr=2.8671e-05) (hash(x)=12169964)
|
| 88 |
+
82 train 10.206309 (lr=2.9021e-05) (hash(x)=10948640)
|
| 89 |
+
83 train 10.242997 (lr=2.9371e-05) (hash(x)=14103013)
|
| 90 |
+
84 train 10.280931 (lr=2.9720e-05) (hash(x)=11135042)
|
| 91 |
+
85 train 10.229772 (lr=3.0070e-05) (hash(x)=12404200)
|
| 92 |
+
86 train 10.239367 (lr=3.0420e-05) (hash(x)=11534055)
|
| 93 |
+
87 train 10.218316 (lr=3.0769e-05) (hash(x)=10914085)
|
| 94 |
+
88 train 10.230884 (lr=3.1119e-05) (hash(x)=14570713)
|
| 95 |
+
89 train 10.272120 (lr=3.1469e-05) (hash(x)=11680329)
|
| 96 |
+
90 train 10.205911 (lr=3.1818e-05) (hash(x)=12437096)
|
| 97 |
+
91 train 10.184072 (lr=3.2168e-05) (hash(x)=12654843)
|
| 98 |
+
92 train 10.194653 (lr=3.2517e-05) (hash(x)=10606850)
|
| 99 |
+
93 train 10.165556 (lr=3.2867e-05) (hash(x)=11281537)
|
| 100 |
+
94 train 10.215721 (lr=3.3217e-05) (hash(x)=12363856)
|
| 101 |
+
95 train 10.212786 (lr=3.3566e-05) (hash(x)=14001265)
|
| 102 |
+
96 train 10.155742 (lr=3.3916e-05) (hash(x)=10444420)
|
| 103 |
+
97 train 10.187316 (lr=3.4266e-05) (hash(x)=12249732)
|
| 104 |
+
98 train 10.127490 (lr=3.4615e-05) (hash(x)=13803785)
|
| 105 |
+
99 train 10.141859 (lr=3.4965e-05) (hash(x)=11689978)
|
| 106 |
+
100 val loss 10.1378
|
| 107 |
+
100 val perplexity 25280.8887
|
| 108 |
+
100 train 10.124390 (lr=3.5315e-05) (hash(x)=13865869)
|
| 109 |
+
101 train 10.228412 (lr=3.5664e-05) (hash(x)=13030618)
|
| 110 |
+
102 train 10.101461 (lr=3.6014e-05) (hash(x)=14299833)
|
| 111 |
+
103 train 10.117199 (lr=3.6364e-05) (hash(x)=12908875)
|
| 112 |
+
104 train 10.122482 (lr=3.6713e-05) (hash(x)=13859304)
|
| 113 |
+
105 train 10.114618 (lr=3.7063e-05) (hash(x)=14396964)
|
| 114 |
+
106 train 10.059211 (lr=3.7413e-05) (hash(x)=11269801)
|
| 115 |
+
107 train 10.020694 (lr=3.7762e-05) (hash(x)=14486071)
|
| 116 |
+
108 train 10.065903 (lr=3.8112e-05) (hash(x)=11997361)
|
| 117 |
+
109 train 10.086704 (lr=3.8462e-05) (hash(x)=11010336)
|
| 118 |
+
110 train 10.057624 (lr=3.8811e-05) (hash(x)=10864248)
|
| 119 |
+
111 train 10.023162 (lr=3.9161e-05) (hash(x)=11906151)
|
| 120 |
+
112 train 10.029696 (lr=3.9510e-05) (hash(x)=15166897)
|
| 121 |
+
113 train 9.990315 (lr=3.9860e-05) (hash(x)=12338963)
|
| 122 |
+
114 train 9.955505 (lr=4.0210e-05) (hash(x)=13235312)
|
| 123 |
+
115 train 10.000879 (lr=4.0559e-05) (hash(x)=11031343)
|
| 124 |
+
116 train 9.993717 (lr=4.0909e-05) (hash(x)=14597757)
|
| 125 |
+
117 train 9.992077 (lr=4.1259e-05) (hash(x)=13571036)
|
| 126 |
+
118 train 9.984200 (lr=4.1608e-05) (hash(x)=13225100)
|
| 127 |
+
119 train 9.974423 (lr=4.1958e-05) (hash(x)=12281916)
|
| 128 |
+
120 train 9.919270 (lr=4.2308e-05) (hash(x)=13634084)
|
| 129 |
+
121 train 9.945660 (lr=4.2657e-05) (hash(x)=11801649)
|
| 130 |
+
122 train 9.901111 (lr=4.3007e-05) (hash(x)=11746289)
|
| 131 |
+
123 train 9.913164 (lr=4.3357e-05) (hash(x)=10783313)
|
| 132 |
+
124 train 9.924176 (lr=4.3706e-05) (hash(x)=14212467)
|
| 133 |
+
125 train 9.920055 (lr=4.4056e-05) (hash(x)=12994231)
|
| 134 |
+
126 train 9.933949 (lr=4.4406e-05) (hash(x)=11485137)
|
| 135 |
+
127 train 9.896671 (lr=4.4755e-05) (hash(x)=10470487)
|
| 136 |
+
128 train 9.916708 (lr=4.5105e-05) (hash(x)=12205695)
|
| 137 |
+
129 train 9.829318 (lr=4.5455e-05) (hash(x)=13985657)
|
| 138 |
+
130 train 9.775917 (lr=4.5804e-05) (hash(x)=12944090)
|
| 139 |
+
131 train 9.778201 (lr=4.6154e-05) (hash(x)=12831661)
|
| 140 |
+
132 train 9.819001 (lr=4.6503e-05) (hash(x)=12806095)
|
| 141 |
+
133 train 9.782230 (lr=4.6853e-05) (hash(x)=14617414)
|
| 142 |
+
134 train 9.776893 (lr=4.7203e-05) (hash(x)=13221393)
|
| 143 |
+
135 train 9.789565 (lr=4.7552e-05) (hash(x)=11041023)
|
| 144 |
+
136 train 9.734136 (lr=4.7902e-05) (hash(x)=11362709)
|
| 145 |
+
137 train 9.786682 (lr=4.8252e-05) (hash(x)=13186073)
|
| 146 |
+
138 train 9.804090 (lr=4.8601e-05) (hash(x)=13274177)
|
| 147 |
+
139 train 9.715269 (lr=4.8951e-05) (hash(x)=13507868)
|
| 148 |
+
140 train 9.693123 (lr=4.9301e-05) (hash(x)=12512404)
|
| 149 |
+
141 train 9.705489 (lr=4.9650e-05) (hash(x)=11221721)
|
| 150 |
+
142 train 9.721018 (lr=5.0000e-05) (hash(x)=15372354)
|
| 151 |
+
143 train 9.697434 (lr=5.0350e-05) (hash(x)=14689778)
|
| 152 |
+
144 train 9.694244 (lr=5.0699e-05) (hash(x)=13156509)
|
| 153 |
+
145 train 9.639981 (lr=5.1049e-05) (hash(x)=15734207)
|
| 154 |
+
146 train 9.612728 (lr=5.1399e-05) (hash(x)=13758140)
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147 train 9.609246 (lr=5.1748e-05) (hash(x)=12925955)
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149 train 9.580193 (lr=5.2448e-05) (hash(x)=14327624)
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150 val loss 9.5604
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150 val perplexity 14192.1982
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151 train 9.517182 (lr=5.3147e-05) (hash(x)=12559422)
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158 train 9.448408 (lr=5.5594e-05) (hash(x)=10480150)
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159 train 9.516107 (lr=5.5944e-05) (hash(x)=13927238)
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199 train 8.914835 (lr=6.9930e-05) (hash(x)=11525433)
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200 val loss 8.9068
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200 val perplexity 7381.7212
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201 train 8.903841 (lr=7.0629e-05) (hash(x)=10168268)
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215 train 8.699159 (lr=7.5524e-05) (hash(x)=14862449)
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216 train 8.767098 (lr=7.5874e-05) (hash(x)=10386532)
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217 train 8.593474 (lr=7.6224e-05) (hash(x)=13806874)
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218 train 8.707203 (lr=7.6573e-05) (hash(x)=12733894)
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219 train 8.791993 (lr=7.6923e-05) (hash(x)=12259111)
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220 train 8.652357 (lr=7.7273e-05) (hash(x)=10003332)
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223 train 8.619564 (lr=7.8322e-05) (hash(x)=12159808)
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224 train 8.604895 (lr=7.8671e-05) (hash(x)=13797226)
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236 train 8.499423 (lr=8.2867e-05) (hash(x)=9890481)
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237 train 8.394553 (lr=8.3217e-05) (hash(x)=13423367)
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238 train 8.416847 (lr=8.3566e-05) (hash(x)=11555634)
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239 train 8.717155 (lr=8.3916e-05) (hash(x)=14914789)
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240 train 8.893326 (lr=8.4266e-05) (hash(x)=16763637)
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241 train 8.874437 (lr=8.4615e-05) (hash(x)=15783017)
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243 train 8.589039 (lr=8.5315e-05) (hash(x)=13512761)
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244 train 8.440418 (lr=8.5664e-05) (hash(x)=13751537)
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245 train 8.389757 (lr=8.6014e-05) (hash(x)=13830852)
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246 train 8.386204 (lr=8.6364e-05) (hash(x)=14841133)
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247 train 8.449017 (lr=8.6713e-05) (hash(x)=11832803)
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249 train 10.836052 (lr=8.7413e-05) (hash(x)=31819669)
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250 val loss 8.3191
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| 263 |
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250 val perplexity 4101.4258
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| 264 |
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250 train 8.387470 (lr=8.7762e-05) (hash(x)=11499251)
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251 train 8.379189 (lr=8.8112e-05) (hash(x)=13332674)
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252 train 8.290973 (lr=8.8462e-05) (hash(x)=11728990)
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255 train 8.297104 (lr=8.9510e-05) (hash(x)=10783848)
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256 train 8.248372 (lr=8.9860e-05) (hash(x)=11179737)
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257 train 8.341174 (lr=9.0210e-05) (hash(x)=10874609)
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259 train 8.325091 (lr=9.0909e-05) (hash(x)=12212655)
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260 train 8.255197 (lr=9.1259e-05) (hash(x)=12238338)
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262 train 8.211183 (lr=9.1958e-05) (hash(x)=13092665)
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263 train 8.240063 (lr=9.2308e-05) (hash(x)=11087308)
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264 train 8.257947 (lr=9.2657e-05) (hash(x)=17694381)
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265 train 8.157444 (lr=9.3007e-05) (hash(x)=13305061)
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266 train 8.201578 (lr=9.3357e-05) (hash(x)=11290716)
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267 train 8.187524 (lr=9.3706e-05) (hash(x)=13664986)
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268 train 8.186601 (lr=9.4056e-05) (hash(x)=12421790)
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269 train 8.145159 (lr=9.4406e-05) (hash(x)=12060664)
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275 train 8.079351 (lr=9.6503e-05) (hash(x)=13277101)
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276 train 8.023427 (lr=9.6853e-05) (hash(x)=10535318)
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277 train 8.132802 (lr=9.7203e-05) (hash(x)=10935661)
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278 train 8.101584 (lr=9.7552e-05) (hash(x)=12907485)
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279 train 8.103436 (lr=9.7902e-05) (hash(x)=8154583)
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281 train 8.261983 (lr=9.8601e-05) (hash(x)=12543473)
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283 train 8.050070 (lr=9.9301e-05) (hash(x)=12101143)
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284 train 8.048075 (lr=9.9650e-05) (hash(x)=15908582)
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285 train 8.067490 (lr=1.0000e-04) (hash(x)=11655051)
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287 train 7.980206 (lr=1.0000e-04) (hash(x)=12561418)
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288 train 7.893242 (lr=9.9998e-05) (hash(x)=11036935)
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289 train 7.855979 (lr=9.9996e-05) (hash(x)=13778264)
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290 train 8.102590 (lr=9.9993e-05) (hash(x)=15215237)
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291 train 8.413849 (lr=9.9989e-05) (hash(x)=9877852)
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292 train 7.889930 (lr=9.9984e-05) (hash(x)=10232210)
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293 train 7.984270 (lr=9.9979e-05) (hash(x)=11968670)
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294 train 7.916226 (lr=9.9972e-05) (hash(x)=14272928)
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295 train 7.990905 (lr=9.9965e-05) (hash(x)=9256992)
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298 train 7.919998 (lr=9.9937e-05) (hash(x)=11578007)
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299 train 7.887828 (lr=9.9926e-05) (hash(x)=9762793)
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300 val loss 7.8798
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300 val perplexity 2643.4468
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300 train 8.044203 (lr=9.9915e-05) (hash(x)=12966781)
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301 train 8.144435 (lr=9.9902e-05) (hash(x)=15724292)
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309 train 7.825284 (lr=9.9770e-05) (hash(x)=12988502)
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341 train 7.706895 (lr=9.8689e-05) (hash(x)=8960004)
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342 train 7.652092 (lr=9.8641e-05) (hash(x)=11642701)
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344 train 7.631021 (lr=9.8543e-05) (hash(x)=13050602)
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345 train 7.678365 (lr=9.8492e-05) (hash(x)=13929053)
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346 train 7.796197 (lr=9.8441e-05) (hash(x)=13096472)
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347 train 7.672542 (lr=9.8389e-05) (hash(x)=10986878)
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348 train 7.601457 (lr=9.8336e-05) (hash(x)=13231569)
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349 train 7.534268 (lr=9.8282e-05) (hash(x)=10360614)
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350 val loss 7.6831
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| 367 |
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350 val perplexity 2171.3555
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| 368 |
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350 train 7.608648 (lr=9.8228e-05) (hash(x)=14738108)
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351 train 7.671708 (lr=9.8172e-05) (hash(x)=13341647)
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352 train 7.739453 (lr=9.8116e-05) (hash(x)=12687712)
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353 train 7.630794 (lr=9.8059e-05) (hash(x)=12645920)
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354 train 7.616489 (lr=9.8001e-05) (hash(x)=13050918)
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355 train 7.656601 (lr=9.7942e-05) (hash(x)=10203871)
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356 train 7.644189 (lr=9.7882e-05) (hash(x)=12904927)
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357 train 7.754632 (lr=9.7822e-05) (hash(x)=14048300)
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358 train 7.654190 (lr=9.7761e-05) (hash(x)=11802275)
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359 train 7.660752 (lr=9.7699e-05) (hash(x)=13853279)
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360 train 7.741071 (lr=9.7636e-05) (hash(x)=12126692)
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361 train 7.605831 (lr=9.7572e-05) (hash(x)=14104463)
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362 train 7.534350 (lr=9.7507e-05) (hash(x)=13536583)
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363 train 7.702738 (lr=9.7442e-05) (hash(x)=13197896)
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364 train 7.672488 (lr=9.7376e-05) (hash(x)=13408658)
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365 train 7.601171 (lr=9.7309e-05) (hash(x)=11875111)
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366 train 7.623244 (lr=9.7241e-05) (hash(x)=15057683)
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367 train 7.693527 (lr=9.7172e-05) (hash(x)=11993762)
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368 train 7.569124 (lr=9.7103e-05) (hash(x)=10677495)
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369 train 7.619697 (lr=9.7032e-05) (hash(x)=10105877)
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370 train 7.580214 (lr=9.6961e-05) (hash(x)=14131566)
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371 train 7.602437 (lr=9.6889e-05) (hash(x)=9447587)
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372 train 7.548701 (lr=9.6817e-05) (hash(x)=10069430)
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380 train 7.500021 (lr=9.6206e-05) (hash(x)=11835624)
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381 train 7.525685 (lr=9.6126e-05) (hash(x)=9419131)
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382 train 7.417609 (lr=9.6045e-05) (hash(x)=11209923)
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383 train 7.707348 (lr=9.5963e-05) (hash(x)=11977301)
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384 train 7.745738 (lr=9.5881e-05) (hash(x)=11326187)
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385 train 7.511985 (lr=9.5798e-05) (hash(x)=11772591)
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386 train 7.805121 (lr=9.5714e-05) (hash(x)=15539329)
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387 train 7.887372 (lr=9.5629e-05) (hash(x)=10882741)
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388 train 7.533478 (lr=9.5544e-05) (hash(x)=9341637)
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389 train 8.038224 (lr=9.5457e-05) (hash(x)=13174638)
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390 train 7.656454 (lr=9.5370e-05) (hash(x)=12490208)
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391 train 7.657305 (lr=9.5282e-05) (hash(x)=9018988)
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392 train 7.663507 (lr=9.5194e-05) (hash(x)=15752665)
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393 train 7.767238 (lr=9.5104e-05) (hash(x)=12406522)
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394 train 7.592674 (lr=9.5014e-05) (hash(x)=12323425)
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395 train 7.620439 (lr=9.4923e-05) (hash(x)=11486400)
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396 train 7.616739 (lr=9.4831e-05) (hash(x)=13731035)
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397 train 7.680372 (lr=9.4739e-05) (hash(x)=11434626)
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398 train 7.610010 (lr=9.4646e-05) (hash(x)=12174800)
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399 train 7.577083 (lr=9.4551e-05) (hash(x)=11810699)
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| 418 |
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400 val loss 7.5846
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| 419 |
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400 val perplexity 1967.6256
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| 420 |
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400 train 7.597749 (lr=9.4457e-05) (hash(x)=10805897)
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401 train 7.573923 (lr=9.4361e-05) (hash(x)=15232839)
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402 train 7.706252 (lr=9.4265e-05) (hash(x)=15206031)
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403 train 7.733481 (lr=9.4168e-05) (hash(x)=12121527)
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404 train 7.754501 (lr=9.4070e-05) (hash(x)=12401285)
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405 train 7.556056 (lr=9.3971e-05) (hash(x)=12535938)
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406 train 7.476427 (lr=9.3872e-05) (hash(x)=11242362)
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407 train 7.517230 (lr=9.3772e-05) (hash(x)=13461204)
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408 train 7.570787 (lr=9.3671e-05) (hash(x)=13281798)
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409 train 7.696587 (lr=9.3569e-05) (hash(x)=13139637)
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410 train 7.460077 (lr=9.3467e-05) (hash(x)=13854352)
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411 train 7.471572 (lr=9.3364e-05) (hash(x)=12479097)
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412 train 7.483540 (lr=9.3260e-05) (hash(x)=12741634)
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413 train 8.229985 (lr=9.3155e-05) (hash(x)=13309670)
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414 train 7.548812 (lr=9.3050e-05) (hash(x)=11812959)
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415 train 7.493743 (lr=9.2944e-05) (hash(x)=13759175)
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416 train 7.544148 (lr=9.2837e-05) (hash(x)=12390919)
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417 train 7.795444 (lr=9.2729e-05) (hash(x)=14417261)
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418 train 7.578106 (lr=9.2621e-05) (hash(x)=13350903)
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419 train 7.510305 (lr=9.2512e-05) (hash(x)=13854240)
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420 train 7.731241 (lr=9.2402e-05) (hash(x)=13510491)
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421 train 7.579117 (lr=9.2292e-05) (hash(x)=12890682)
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422 train 7.544815 (lr=9.2181e-05) (hash(x)=12185495)
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423 train 7.680448 (lr=9.2069e-05) (hash(x)=12600677)
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424 train 7.681854 (lr=9.1956e-05) (hash(x)=13041967)
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425 train 7.567707 (lr=9.1843e-05) (hash(x)=10171528)
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426 train 7.563455 (lr=9.1729e-05) (hash(x)=10640767)
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427 train 7.663056 (lr=9.1614e-05) (hash(x)=13458171)
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428 train 7.446726 (lr=9.1499e-05) (hash(x)=11457792)
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429 train 7.531363 (lr=9.1382e-05) (hash(x)=13471569)
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430 train 7.786706 (lr=9.1266e-05) (hash(x)=15321414)
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431 train 7.635223 (lr=9.1148e-05) (hash(x)=11813286)
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432 train 7.466856 (lr=9.1030e-05) (hash(x)=12763755)
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433 train 7.630887 (lr=9.0911e-05) (hash(x)=10811811)
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434 train 7.483490 (lr=9.0791e-05) (hash(x)=9411122)
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435 train 7.456389 (lr=9.0671e-05) (hash(x)=12462956)
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436 train 7.529957 (lr=9.0550e-05) (hash(x)=12764015)
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437 train 7.701620 (lr=9.0428e-05) (hash(x)=13306710)
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438 train 7.434993 (lr=9.0306e-05) (hash(x)=12243473)
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439 train 7.583931 (lr=9.0182e-05) (hash(x)=10772649)
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440 train 7.447593 (lr=9.0059e-05) (hash(x)=15248203)
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441 train 7.389831 (lr=8.9934e-05) (hash(x)=14886975)
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442 train 7.450053 (lr=8.9809e-05) (hash(x)=10539754)
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443 train 7.496155 (lr=8.9683e-05) (hash(x)=12534460)
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444 train 7.381038 (lr=8.9557e-05) (hash(x)=11540156)
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445 train 7.285108 (lr=8.9430e-05) (hash(x)=11701258)
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446 train 7.525066 (lr=8.9302e-05) (hash(x)=13548749)
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447 train 7.604809 (lr=8.9173e-05) (hash(x)=13546394)
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448 train 7.484581 (lr=8.9044e-05) (hash(x)=13046479)
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| 469 |
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449 train 7.573463 (lr=8.8914e-05) (hash(x)=12655917)
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| 470 |
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450 val loss 7.5528
|
| 471 |
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450 val perplexity 1905.9863
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| 472 |
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450 train 7.347743 (lr=8.8784e-05) (hash(x)=10602039)
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451 train 7.479167 (lr=8.8653e-05) (hash(x)=12289584)
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452 train 7.550191 (lr=8.8521e-05) (hash(x)=12105301)
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453 train 7.454079 (lr=8.8388e-05) (hash(x)=11593067)
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454 train 7.540832 (lr=8.8255e-05) (hash(x)=13061011)
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455 train 7.564131 (lr=8.8122e-05) (hash(x)=13707506)
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456 train 7.612805 (lr=8.7987e-05) (hash(x)=11745344)
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| 479 |
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457 train 7.537314 (lr=8.7852e-05) (hash(x)=13382803)
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458 train 7.526602 (lr=8.7717e-05) (hash(x)=10951259)
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459 train 7.505188 (lr=8.7580e-05) (hash(x)=15784201)
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460 train 7.572526 (lr=8.7444e-05) (hash(x)=13413178)
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461 train 7.417849 (lr=8.7306e-05) (hash(x)=14569416)
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462 train 7.443406 (lr=8.7168e-05) (hash(x)=10369396)
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463 train 7.625181 (lr=8.7029e-05) (hash(x)=12612709)
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464 train 7.568489 (lr=8.6890e-05) (hash(x)=12196831)
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465 train 7.504036 (lr=8.6750e-05) (hash(x)=13603725)
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466 train 7.433267 (lr=8.6609e-05) (hash(x)=12426620)
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467 train 7.850050 (lr=8.6468e-05) (hash(x)=13034137)
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468 train 7.567615 (lr=8.6326e-05) (hash(x)=10501727)
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469 train 7.469006 (lr=8.6184e-05) (hash(x)=13569897)
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470 train 7.570903 (lr=8.6041e-05) (hash(x)=10398118)
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471 train 7.524466 (lr=8.5897e-05) (hash(x)=11379182)
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472 train 7.539942 (lr=8.5753e-05) (hash(x)=9972768)
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473 train 7.529263 (lr=8.5608e-05) (hash(x)=10772043)
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474 train 7.440810 (lr=8.5462e-05) (hash(x)=11453247)
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475 train 7.505361 (lr=8.5316e-05) (hash(x)=13194257)
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476 train 7.447592 (lr=8.5170e-05) (hash(x)=13336861)
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477 train 7.492377 (lr=8.5022e-05) (hash(x)=11410706)
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478 train 7.301122 (lr=8.4875e-05) (hash(x)=14280695)
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479 train 7.342374 (lr=8.4726e-05) (hash(x)=12234355)
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480 train 7.691111 (lr=8.4577e-05) (hash(x)=11419225)
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481 train 7.461441 (lr=8.4428e-05) (hash(x)=13227893)
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482 train 7.688045 (lr=8.4278e-05) (hash(x)=11841994)
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483 train 7.339045 (lr=8.4127e-05) (hash(x)=11006832)
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484 train 7.378447 (lr=8.3976e-05) (hash(x)=11812481)
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485 train 7.487636 (lr=8.3824e-05) (hash(x)=10942327)
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486 train 7.404693 (lr=8.3672e-05) (hash(x)=13048572)
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487 train 7.273370 (lr=8.3519e-05) (hash(x)=11307988)
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488 train 7.393594 (lr=8.3366e-05) (hash(x)=10678624)
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489 train 7.445647 (lr=8.3212e-05) (hash(x)=11990825)
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490 train 7.357392 (lr=8.3057e-05) (hash(x)=11321271)
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491 train 7.523115 (lr=8.2902e-05) (hash(x)=11230858)
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492 train 7.374776 (lr=8.2746e-05) (hash(x)=11886513)
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493 train 7.607181 (lr=8.2590e-05) (hash(x)=13052292)
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494 train 7.199693 (lr=8.2434e-05) (hash(x)=10598277)
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495 train 7.665239 (lr=8.2276e-05) (hash(x)=13337837)
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496 train 7.593916 (lr=8.2119e-05) (hash(x)=12914018)
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497 train 7.690903 (lr=8.1960e-05) (hash(x)=13648351)
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498 train 7.588863 (lr=8.1801e-05) (hash(x)=11819798)
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499 train 7.302183 (lr=8.1642e-05) (hash(x)=8133784)
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500 val loss 7.5125
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| 523 |
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500 val perplexity 1830.7985
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| 524 |
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500 train 7.438015 (lr=8.1482e-05) (hash(x)=13041235)
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501 train 7.648342 (lr=8.1322e-05) (hash(x)=12571284)
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502 train 7.372251 (lr=8.1161e-05) (hash(x)=10724747)
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503 train 7.651697 (lr=8.1000e-05) (hash(x)=11366947)
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504 train 7.543904 (lr=8.0838e-05) (hash(x)=9729255)
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505 train 7.674073 (lr=8.0676e-05) (hash(x)=12997836)
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506 train 7.418233 (lr=8.0513e-05) (hash(x)=11778175)
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507 train 7.584882 (lr=8.0349e-05) (hash(x)=14611119)
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508 train 7.580052 (lr=8.0186e-05) (hash(x)=12349115)
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509 train 7.400591 (lr=8.0021e-05) (hash(x)=10423579)
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510 train 7.554747 (lr=7.9856e-05) (hash(x)=14187304)
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511 train 7.822964 (lr=7.9691e-05) (hash(x)=12581602)
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512 train 7.571360 (lr=7.9525e-05) (hash(x)=13476452)
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513 train 7.536673 (lr=7.9359e-05) (hash(x)=12215534)
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514 train 7.419743 (lr=7.9192e-05) (hash(x)=9409868)
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515 train 7.321919 (lr=7.9025e-05) (hash(x)=10812793)
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516 train 7.457541 (lr=7.8858e-05) (hash(x)=12379852)
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517 train 7.532557 (lr=7.8689e-05) (hash(x)=10559198)
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518 train 7.632159 (lr=7.8521e-05) (hash(x)=12350446)
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519 train 7.626479 (lr=7.8352e-05) (hash(x)=12102265)
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520 train 7.486510 (lr=7.8182e-05) (hash(x)=14849069)
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521 train 7.684856 (lr=7.8012e-05) (hash(x)=10739336)
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522 train 7.487222 (lr=7.7842e-05) (hash(x)=11768670)
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523 train 7.464436 (lr=7.7671e-05) (hash(x)=12247648)
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524 train 7.451417 (lr=7.7500e-05) (hash(x)=14364765)
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525 train 7.436358 (lr=7.7328e-05) (hash(x)=11816454)
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526 train 7.440238 (lr=7.7156e-05) (hash(x)=12220238)
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527 train 7.373689 (lr=7.6984e-05) (hash(x)=9564907)
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528 train 7.569030 (lr=7.6811e-05) (hash(x)=13654616)
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529 train 7.550700 (lr=7.6637e-05) (hash(x)=16165649)
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530 train 7.384135 (lr=7.6463e-05) (hash(x)=9844555)
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531 train 7.573589 (lr=7.6289e-05) (hash(x)=12152874)
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532 train 7.478400 (lr=7.6115e-05) (hash(x)=17090108)
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533 train 7.358916 (lr=7.5940e-05) (hash(x)=7136761)
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534 train 7.482426 (lr=7.5764e-05) (hash(x)=15315040)
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535 train 7.456536 (lr=7.5588e-05) (hash(x)=11163149)
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536 train 7.465367 (lr=7.5412e-05) (hash(x)=12765838)
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537 train 7.521924 (lr=7.5235e-05) (hash(x)=11285917)
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538 train 7.345324 (lr=7.5058e-05) (hash(x)=10931519)
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539 train 7.446640 (lr=7.4881e-05) (hash(x)=12002261)
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540 train 7.405920 (lr=7.4703e-05) (hash(x)=11302510)
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541 train 7.447069 (lr=7.4525e-05) (hash(x)=13341656)
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542 train 7.576398 (lr=7.4346e-05) (hash(x)=14598783)
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543 train 7.432443 (lr=7.4167e-05) (hash(x)=11617372)
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544 train 7.524226 (lr=7.3988e-05) (hash(x)=15659388)
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545 train 7.414237 (lr=7.3808e-05) (hash(x)=12952882)
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| 570 |
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546 train 7.439837 (lr=7.3628e-05) (hash(x)=10511717)
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| 571 |
+
547 train 7.357103 (lr=7.3448e-05) (hash(x)=12134313)
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| 572 |
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548 train 7.356125 (lr=7.3267e-05) (hash(x)=11614627)
|
| 573 |
+
549 train 7.427023 (lr=7.3086e-05) (hash(x)=13628925)
|
| 574 |
+
550 val loss 7.4963
|
| 575 |
+
550 val perplexity 1801.4083
|
| 576 |
+
550 train 7.487904 (lr=7.2904e-05) (hash(x)=11918874)
|
| 577 |
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551 train 7.508917 (lr=7.2723e-05) (hash(x)=13040907)
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| 578 |
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552 train 7.312903 (lr=7.2540e-05) (hash(x)=11698109)
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| 579 |
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553 train 7.658591 (lr=7.2358e-05) (hash(x)=13396573)
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| 580 |
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554 train 7.418825 (lr=7.2175e-05) (hash(x)=11733616)
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| 581 |
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555 train 7.397337 (lr=7.1992e-05) (hash(x)=12694349)
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556 train 7.425029 (lr=7.1808e-05) (hash(x)=12312060)
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| 583 |
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557 train 7.498386 (lr=7.1624e-05) (hash(x)=11344189)
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| 584 |
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558 train 7.612772 (lr=7.1440e-05) (hash(x)=13385426)
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559 train 7.750234 (lr=7.1256e-05) (hash(x)=13491438)
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| 586 |
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560 train 7.530766 (lr=7.1071e-05) (hash(x)=12488110)
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561 train 7.311863 (lr=7.0886e-05) (hash(x)=11821644)
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562 train 7.677312 (lr=7.0701e-05) (hash(x)=12743266)
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563 train 7.469641 (lr=7.0515e-05) (hash(x)=13057230)
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| 590 |
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564 train 7.439109 (lr=7.0329e-05) (hash(x)=12158411)
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| 591 |
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565 train 7.568459 (lr=7.0143e-05) (hash(x)=13676361)
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566 train 7.524297 (lr=6.9956e-05) (hash(x)=12596927)
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567 train 7.454080 (lr=6.9769e-05) (hash(x)=10013331)
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| 594 |
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568 train 7.513072 (lr=6.9582e-05) (hash(x)=8940660)
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569 train 7.416886 (lr=6.9394e-05) (hash(x)=11426899)
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570 train 7.522228 (lr=6.9207e-05) (hash(x)=13527285)
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| 597 |
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571 train 7.596833 (lr=6.9019e-05) (hash(x)=13164710)
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572 train 7.513178 (lr=6.8830e-05) (hash(x)=11663038)
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573 train 7.350200 (lr=6.8642e-05) (hash(x)=11992117)
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574 train 7.416256 (lr=6.8453e-05) (hash(x)=11887123)
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575 train 7.411874 (lr=6.8264e-05) (hash(x)=8821401)
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576 train 7.537101 (lr=6.8075e-05) (hash(x)=12938718)
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577 train 7.488029 (lr=6.7885e-05) (hash(x)=12160782)
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578 train 7.606245 (lr=6.7695e-05) (hash(x)=11053576)
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579 train 7.437332 (lr=6.7505e-05) (hash(x)=11361433)
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580 train 7.403644 (lr=6.7315e-05) (hash(x)=11241602)
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| 607 |
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581 train 7.691932 (lr=6.7124e-05) (hash(x)=13467938)
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582 train 7.384058 (lr=6.6933e-05) (hash(x)=13390909)
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| 609 |
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583 train 7.482238 (lr=6.6742e-05) (hash(x)=11331081)
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584 train 7.595996 (lr=6.6551e-05) (hash(x)=13257683)
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585 train 7.404633 (lr=6.6360e-05) (hash(x)=11335829)
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586 train 7.418481 (lr=6.6168e-05) (hash(x)=12181497)
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587 train 7.591026 (lr=6.5976e-05) (hash(x)=12036515)
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| 614 |
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588 train 7.328038 (lr=6.5784e-05) (hash(x)=11645653)
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| 615 |
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589 train 7.340950 (lr=6.5592e-05) (hash(x)=9603893)
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| 616 |
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590 train 7.293810 (lr=6.5399e-05) (hash(x)=11916423)
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| 617 |
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591 train 7.394503 (lr=6.5206e-05) (hash(x)=11969785)
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| 618 |
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592 train 7.311136 (lr=6.5013e-05) (hash(x)=11087913)
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| 619 |
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593 train 7.462017 (lr=6.4820e-05) (hash(x)=12961307)
|
| 620 |
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594 train 7.383583 (lr=6.4627e-05) (hash(x)=13208036)
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| 621 |
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595 train 7.432051 (lr=6.4433e-05) (hash(x)=11425295)
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| 622 |
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596 train 7.413149 (lr=6.4240e-05) (hash(x)=13460645)
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| 623 |
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597 train 7.940939 (lr=6.4046e-05) (hash(x)=11699159)
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| 624 |
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598 train 7.472442 (lr=6.3852e-05) (hash(x)=14195403)
|
| 625 |
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599 train 7.600129 (lr=6.3658e-05) (hash(x)=14729056)
|
| 626 |
+
600 val loss 7.4779
|
| 627 |
+
600 val perplexity 1768.4590
|
| 628 |
+
600 train 7.681319 (lr=6.3463e-05) (hash(x)=13745864)
|
| 629 |
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601 train 7.736248 (lr=6.3269e-05) (hash(x)=12321449)
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| 630 |
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602 train 7.428635 (lr=6.3074e-05) (hash(x)=12672696)
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| 631 |
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603 train 7.469262 (lr=6.2879e-05) (hash(x)=11672756)
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| 632 |
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604 train 7.510104 (lr=6.2684e-05) (hash(x)=10336288)
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| 633 |
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605 train 7.598173 (lr=6.2489e-05) (hash(x)=11800594)
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| 634 |
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606 train 7.706091 (lr=6.2294e-05) (hash(x)=13024293)
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| 635 |
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607 train 7.515874 (lr=6.2098e-05) (hash(x)=12575397)
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| 636 |
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608 train 7.583494 (lr=6.1903e-05) (hash(x)=13287310)
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| 637 |
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609 train 7.603239 (lr=6.1707e-05) (hash(x)=11738884)
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| 638 |
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610 train 7.512786 (lr=6.1511e-05) (hash(x)=11748148)
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| 639 |
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611 train 7.536718 (lr=6.1315e-05) (hash(x)=12947093)
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| 640 |
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612 train 7.607229 (lr=6.1119e-05) (hash(x)=10794667)
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| 641 |
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613 train 7.490963 (lr=6.0923e-05) (hash(x)=14377955)
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614 train 7.570071 (lr=6.0726e-05) (hash(x)=10807688)
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| 643 |
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615 train 7.626755 (lr=6.0530e-05) (hash(x)=11244769)
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| 644 |
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616 train 7.590099 (lr=6.0333e-05) (hash(x)=14038283)
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| 645 |
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617 train 7.497193 (lr=6.0137e-05) (hash(x)=13749200)
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| 646 |
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618 train 7.489282 (lr=5.9940e-05) (hash(x)=12653340)
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| 647 |
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619 train 7.465350 (lr=5.9743e-05) (hash(x)=12603266)
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| 648 |
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620 train 7.511334 (lr=5.9546e-05) (hash(x)=13028854)
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| 649 |
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621 train 7.516984 (lr=5.9349e-05) (hash(x)=13143575)
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| 650 |
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622 train 7.828506 (lr=5.9152e-05) (hash(x)=14763952)
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623 train 7.534526 (lr=5.8955e-05) (hash(x)=10361816)
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624 train 7.567252 (lr=5.8758e-05) (hash(x)=14037539)
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625 train 7.576318 (lr=5.8560e-05) (hash(x)=13103193)
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626 train 7.682274 (lr=5.8363e-05) (hash(x)=11556600)
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627 train 7.606869 (lr=5.8165e-05) (hash(x)=13579265)
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628 train 7.345531 (lr=5.7968e-05) (hash(x)=9852762)
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629 train 7.441614 (lr=5.7770e-05) (hash(x)=12545114)
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630 train 7.668101 (lr=5.7573e-05) (hash(x)=9486226)
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631 train 7.422272 (lr=5.7375e-05) (hash(x)=12209411)
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632 train 7.423884 (lr=5.7177e-05) (hash(x)=11864068)
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633 train 7.589712 (lr=5.6979e-05) (hash(x)=12672926)
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| 662 |
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634 train 7.490307 (lr=5.6782e-05) (hash(x)=12433434)
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| 663 |
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635 train 7.396738 (lr=5.6584e-05) (hash(x)=12597133)
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| 664 |
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636 train 7.464248 (lr=5.6386e-05) (hash(x)=12650359)
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637 train 7.563903 (lr=5.6188e-05) (hash(x)=14114689)
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| 666 |
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638 train 7.700822 (lr=5.5990e-05) (hash(x)=11676050)
|
| 667 |
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639 train 7.439381 (lr=5.5792e-05) (hash(x)=12983523)
|
| 668 |
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640 train 7.531420 (lr=5.5594e-05) (hash(x)=12379110)
|
| 669 |
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641 train 7.491056 (lr=5.5396e-05) (hash(x)=12423458)
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| 670 |
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642 train 7.664492 (lr=5.5198e-05) (hash(x)=10325729)
|
| 671 |
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643 train 7.738941 (lr=5.5000e-05) (hash(x)=12621340)
|
| 672 |
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644 train 7.454315 (lr=5.4802e-05) (hash(x)=12775620)
|
| 673 |
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645 train 7.479337 (lr=5.4604e-05) (hash(x)=14660226)
|
| 674 |
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646 train 7.553749 (lr=5.4406e-05) (hash(x)=14893320)
|
| 675 |
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647 train 7.755746 (lr=5.4208e-05) (hash(x)=13929193)
|
| 676 |
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648 train 7.604027 (lr=5.4010e-05) (hash(x)=14983930)
|
| 677 |
+
649 train 7.540837 (lr=5.3812e-05) (hash(x)=12874680)
|
| 678 |
+
650 val loss 7.4510
|
| 679 |
+
650 val perplexity 1721.5818
|
| 680 |
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650 train 7.568626 (lr=5.3614e-05) (hash(x)=14092954)
|
| 681 |
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651 train 7.560796 (lr=5.3416e-05) (hash(x)=12140734)
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| 682 |
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652 train 7.597850 (lr=5.3218e-05) (hash(x)=12249928)
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| 683 |
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653 train 7.549144 (lr=5.3021e-05) (hash(x)=14920593)
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| 684 |
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654 train 7.586181 (lr=5.2823e-05) (hash(x)=13026900)
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655 train 7.529675 (lr=5.2625e-05) (hash(x)=12432281)
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| 686 |
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656 train 7.478646 (lr=5.2427e-05) (hash(x)=11236804)
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657 train 7.639862 (lr=5.2230e-05) (hash(x)=9254879)
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| 688 |
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658 train 7.520547 (lr=5.2032e-05) (hash(x)=12792209)
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| 689 |
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659 train 7.508458 (lr=5.1835e-05) (hash(x)=12002995)
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660 train 7.549903 (lr=5.1637e-05) (hash(x)=12750282)
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661 train 7.602744 (lr=5.1440e-05) (hash(x)=14885943)
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662 train 7.615678 (lr=5.1242e-05) (hash(x)=15191168)
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663 train 7.353627 (lr=5.1045e-05) (hash(x)=10854054)
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| 694 |
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664 train 7.426368 (lr=5.0848e-05) (hash(x)=12012154)
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| 695 |
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665 train 7.500179 (lr=5.0651e-05) (hash(x)=11853966)
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| 696 |
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666 train 7.588507 (lr=5.0454e-05) (hash(x)=12464600)
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| 697 |
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667 train 7.552716 (lr=5.0257e-05) (hash(x)=10084405)
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| 698 |
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668 train 7.541563 (lr=5.0060e-05) (hash(x)=12777405)
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| 699 |
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669 train 7.524692 (lr=4.9863e-05) (hash(x)=12641903)
|
| 700 |
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670 train 7.648370 (lr=4.9667e-05) (hash(x)=12451662)
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| 701 |
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671 train 7.607507 (lr=4.9470e-05) (hash(x)=14240666)
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| 702 |
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672 train 7.539137 (lr=4.9274e-05) (hash(x)=12695347)
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673 train 7.612584 (lr=4.9077e-05) (hash(x)=10072428)
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| 704 |
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674 train 7.465147 (lr=4.8881e-05) (hash(x)=10876939)
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675 train 7.443495 (lr=4.8685e-05) (hash(x)=10745946)
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676 train 7.555520 (lr=4.8489e-05) (hash(x)=11558164)
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677 train 7.489335 (lr=4.8293e-05) (hash(x)=13059228)
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678 train 7.564990 (lr=4.8097e-05) (hash(x)=13832610)
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| 709 |
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679 train 7.606705 (lr=4.7902e-05) (hash(x)=12662035)
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| 710 |
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680 train 7.466330 (lr=4.7706e-05) (hash(x)=13676336)
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681 train 7.589656 (lr=4.7511e-05) (hash(x)=12576794)
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682 train 7.438496 (lr=4.7316e-05) (hash(x)=10900074)
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683 train 7.430740 (lr=4.7121e-05) (hash(x)=14080983)
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| 714 |
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684 train 7.514321 (lr=4.6926e-05) (hash(x)=8462025)
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| 715 |
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685 train 7.484394 (lr=4.6731e-05) (hash(x)=12418730)
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686 train 7.537107 (lr=4.6537e-05) (hash(x)=12309643)
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687 train 7.521620 (lr=4.6342e-05) (hash(x)=10845546)
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688 train 7.469253 (lr=4.6148e-05) (hash(x)=10677186)
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| 719 |
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689 train 7.373917 (lr=4.5954e-05) (hash(x)=11011150)
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| 720 |
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690 train 7.441876 (lr=4.5760e-05) (hash(x)=10740665)
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| 721 |
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691 train 7.315762 (lr=4.5567e-05) (hash(x)=8208509)
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| 722 |
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692 train 7.597192 (lr=4.5373e-05) (hash(x)=12911745)
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| 723 |
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693 train 7.382231 (lr=4.5180e-05) (hash(x)=14670016)
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| 724 |
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694 train 7.486005 (lr=4.4987e-05) (hash(x)=12673793)
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| 725 |
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695 train 7.602462 (lr=4.4794e-05) (hash(x)=10969018)
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| 726 |
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696 train 7.560809 (lr=4.4601e-05) (hash(x)=14046245)
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| 727 |
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697 train 7.547968 (lr=4.4408e-05) (hash(x)=13830783)
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| 728 |
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698 train 7.371757 (lr=4.4216e-05) (hash(x)=9300243)
|
| 729 |
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699 train 7.706614 (lr=4.4024e-05) (hash(x)=13431817)
|
| 730 |
+
700 val loss 7.4264
|
| 731 |
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700 val perplexity 1679.7427
|
| 732 |
+
700 train 7.545178 (lr=4.3832e-05) (hash(x)=13305186)
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| 733 |
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701 train 7.838220 (lr=4.3640e-05) (hash(x)=12615836)
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| 734 |
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702 train 7.611536 (lr=4.3449e-05) (hash(x)=9258497)
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| 735 |
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703 train 7.443942 (lr=4.3258e-05) (hash(x)=10578535)
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| 736 |
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704 train 7.506702 (lr=4.3067e-05) (hash(x)=12205101)
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705 train 7.451088 (lr=4.2876e-05) (hash(x)=10689204)
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706 train 7.717144 (lr=4.2685e-05) (hash(x)=14424336)
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707 train 7.394636 (lr=4.2495e-05) (hash(x)=9930132)
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708 train 7.458880 (lr=4.2305e-05) (hash(x)=13219226)
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709 train 7.984379 (lr=4.2115e-05) (hash(x)=10658907)
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710 train 7.455736 (lr=4.1925e-05) (hash(x)=11464602)
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711 train 7.541266 (lr=4.1736e-05) (hash(x)=13086683)
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712 train 7.465263 (lr=4.1547e-05) (hash(x)=9898311)
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713 train 7.438806 (lr=4.1358e-05) (hash(x)=12827162)
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714 train 7.637509 (lr=4.1170e-05) (hash(x)=10395991)
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715 train 7.558787 (lr=4.0981e-05) (hash(x)=10106741)
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716 train 7.496244 (lr=4.0793e-05) (hash(x)=12366127)
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717 train 7.428021 (lr=4.0606e-05) (hash(x)=12604368)
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718 train 7.496137 (lr=4.0418e-05) (hash(x)=12860026)
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719 train 7.548615 (lr=4.0231e-05) (hash(x)=11989943)
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720 train 7.597871 (lr=4.0044e-05) (hash(x)=12195929)
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721 train 7.453842 (lr=3.9857e-05) (hash(x)=11633622)
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722 train 7.471001 (lr=3.9671e-05) (hash(x)=8909020)
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723 train 7.606308 (lr=3.9485e-05) (hash(x)=13736247)
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724 train 7.623188 (lr=3.9299e-05) (hash(x)=13388850)
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725 train 7.458272 (lr=3.9114e-05) (hash(x)=14420699)
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726 train 7.515702 (lr=3.8929e-05) (hash(x)=12901599)
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727 train 7.559571 (lr=3.8744e-05) (hash(x)=13131512)
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728 train 7.466420 (lr=3.8560e-05) (hash(x)=14095087)
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729 train 7.638329 (lr=3.8376e-05) (hash(x)=11022067)
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730 train 7.397621 (lr=3.8192e-05) (hash(x)=11698468)
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731 train 7.593631 (lr=3.8008e-05) (hash(x)=16086089)
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732 train 7.661191 (lr=3.7825e-05) (hash(x)=17935722)
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733 train 7.545993 (lr=3.7642e-05) (hash(x)=13405918)
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734 train 7.619768 (lr=3.7460e-05) (hash(x)=13479533)
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735 train 7.485451 (lr=3.7277e-05) (hash(x)=13913676)
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736 train 7.567332 (lr=3.7096e-05) (hash(x)=14965789)
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737 train 7.531419 (lr=3.6914e-05) (hash(x)=12903915)
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738 train 7.614206 (lr=3.6733e-05) (hash(x)=9558687)
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739 train 7.496002 (lr=3.6552e-05) (hash(x)=13902058)
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740 train 7.428246 (lr=3.6372e-05) (hash(x)=14056511)
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741 train 7.486388 (lr=3.6192e-05) (hash(x)=11532081)
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742 train 7.627848 (lr=3.6012e-05) (hash(x)=10915032)
|
| 775 |
+
743 train 7.437314 (lr=3.5833e-05) (hash(x)=11934888)
|
| 776 |
+
744 train 7.406747 (lr=3.5654e-05) (hash(x)=14380849)
|
| 777 |
+
745 train 7.434485 (lr=3.5475e-05) (hash(x)=10958610)
|
| 778 |
+
746 train 7.573936 (lr=3.5297e-05) (hash(x)=14082888)
|
| 779 |
+
747 train 7.556470 (lr=3.5119e-05) (hash(x)=11310809)
|
| 780 |
+
748 train 7.461943 (lr=3.4942e-05) (hash(x)=9675993)
|
| 781 |
+
749 train 7.327909 (lr=3.4765e-05) (hash(x)=13548210)
|
| 782 |
+
750 val loss 7.4085
|
| 783 |
+
750 val perplexity 1649.9751
|
| 784 |
+
750 train 7.323922 (lr=3.4588e-05) (hash(x)=12254091)
|
| 785 |
+
751 train 7.475982 (lr=3.4412e-05) (hash(x)=13891471)
|
| 786 |
+
752 train 7.486430 (lr=3.4236e-05) (hash(x)=14903352)
|
| 787 |
+
753 train 7.516104 (lr=3.4060e-05) (hash(x)=11682127)
|
| 788 |
+
754 train 7.564634 (lr=3.3885e-05) (hash(x)=14061124)
|
| 789 |
+
755 train 7.359085 (lr=3.3711e-05) (hash(x)=10965362)
|
| 790 |
+
756 train 7.436463 (lr=3.3537e-05) (hash(x)=13004497)
|
| 791 |
+
757 train 7.370955 (lr=3.3363e-05) (hash(x)=10651880)
|
| 792 |
+
758 train 7.411738 (lr=3.3189e-05) (hash(x)=13616109)
|
| 793 |
+
759 train 7.508320 (lr=3.3016e-05) (hash(x)=13669344)
|
| 794 |
+
760 train 7.601729 (lr=3.2844e-05) (hash(x)=13135904)
|
| 795 |
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761 train 7.523783 (lr=3.2672e-05) (hash(x)=11985052)
|
| 796 |
+
762 train 7.412024 (lr=3.2500e-05) (hash(x)=13024915)
|
| 797 |
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763 train 7.500429 (lr=3.2329e-05) (hash(x)=14389928)
|
| 798 |
+
764 train 7.421288 (lr=3.2158e-05) (hash(x)=13129054)
|
| 799 |
+
765 train 7.365158 (lr=3.1988e-05) (hash(x)=11030412)
|
| 800 |
+
766 train 7.606483 (lr=3.1818e-05) (hash(x)=11791787)
|
| 801 |
+
767 train 7.521462 (lr=3.1648e-05) (hash(x)=14432102)
|
| 802 |
+
768 train 7.505769 (lr=3.1479e-05) (hash(x)=10822477)
|
| 803 |
+
769 train 7.711597 (lr=3.1311e-05) (hash(x)=11064424)
|
| 804 |
+
770 train 7.514955 (lr=3.1142e-05) (hash(x)=9890383)
|
| 805 |
+
771 train 7.463249 (lr=3.0975e-05) (hash(x)=12588549)
|
| 806 |
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772 train 7.514605 (lr=3.0808e-05) (hash(x)=11270706)
|
| 807 |
+
773 train 7.573109 (lr=3.0641e-05) (hash(x)=10906084)
|
| 808 |
+
774 train 7.421782 (lr=3.0475e-05) (hash(x)=12346731)
|
| 809 |
+
775 train 7.562531 (lr=3.0309e-05) (hash(x)=14731332)
|
| 810 |
+
776 train 7.678433 (lr=3.0144e-05) (hash(x)=14388379)
|
| 811 |
+
777 train 7.386539 (lr=2.9979e-05) (hash(x)=13783087)
|
| 812 |
+
778 train 7.387280 (lr=2.9814e-05) (hash(x)=10702017)
|
| 813 |
+
779 train 7.340581 (lr=2.9651e-05) (hash(x)=9645726)
|
| 814 |
+
780 train 7.435367 (lr=2.9487e-05) (hash(x)=13637945)
|
| 815 |
+
781 train 7.579770 (lr=2.9324e-05) (hash(x)=11606266)
|
| 816 |
+
782 train 7.415176 (lr=2.9162e-05) (hash(x)=12287211)
|
| 817 |
+
783 train 7.745209 (lr=2.9000e-05) (hash(x)=12132180)
|
| 818 |
+
784 train 7.712450 (lr=2.8839e-05) (hash(x)=12051977)
|
| 819 |
+
785 train 7.353262 (lr=2.8678e-05) (hash(x)=11647865)
|
| 820 |
+
786 train 7.215220 (lr=2.8518e-05) (hash(x)=11502703)
|
| 821 |
+
787 train 7.394165 (lr=2.8358e-05) (hash(x)=16037808)
|
| 822 |
+
788 train 7.664723 (lr=2.8199e-05) (hash(x)=13068798)
|
| 823 |
+
789 train 7.605221 (lr=2.8040e-05) (hash(x)=13188212)
|
| 824 |
+
790 train 7.688595 (lr=2.7881e-05) (hash(x)=13226443)
|
| 825 |
+
791 train 7.617218 (lr=2.7724e-05) (hash(x)=13549840)
|
| 826 |
+
792 train 7.534480 (lr=2.7566e-05) (hash(x)=15731405)
|
| 827 |
+
793 train 7.388684 (lr=2.7410e-05) (hash(x)=10579211)
|
| 828 |
+
794 train 7.592125 (lr=2.7254e-05) (hash(x)=11500722)
|
| 829 |
+
795 train 7.395550 (lr=2.7098e-05) (hash(x)=13184509)
|
| 830 |
+
796 train 7.435340 (lr=2.6943e-05) (hash(x)=12193563)
|
| 831 |
+
797 train 7.271892 (lr=2.6788e-05) (hash(x)=14514636)
|
| 832 |
+
798 train 7.514935 (lr=2.6634e-05) (hash(x)=11457349)
|
| 833 |
+
799 train 7.530169 (lr=2.6481e-05) (hash(x)=12182586)
|
| 834 |
+
800 val loss 7.3987
|
| 835 |
+
800 val perplexity 1633.7861
|
| 836 |
+
800 train 7.580489 (lr=2.6328e-05) (hash(x)=12855317)
|
| 837 |
+
801 train 7.462350 (lr=2.6176e-05) (hash(x)=8492746)
|
| 838 |
+
802 train 7.413579 (lr=2.6024e-05) (hash(x)=11626864)
|
| 839 |
+
803 train 7.484621 (lr=2.5873e-05) (hash(x)=12443902)
|
| 840 |
+
804 train 7.420046 (lr=2.5722e-05) (hash(x)=10467514)
|
| 841 |
+
805 train 7.326946 (lr=2.5572e-05) (hash(x)=11537620)
|
| 842 |
+
806 train 7.438431 (lr=2.5423e-05) (hash(x)=10471275)
|
| 843 |
+
807 train 7.632340 (lr=2.5274e-05) (hash(x)=12244149)
|
| 844 |
+
808 train 7.484954 (lr=2.5125e-05) (hash(x)=14515998)
|
| 845 |
+
809 train 7.611898 (lr=2.4978e-05) (hash(x)=14317138)
|
| 846 |
+
810 train 7.327219 (lr=2.4830e-05) (hash(x)=10820515)
|
| 847 |
+
811 train 7.474921 (lr=2.4684e-05) (hash(x)=11624808)
|
| 848 |
+
812 train 7.361389 (lr=2.4538e-05) (hash(x)=13053386)
|
| 849 |
+
813 train 7.326178 (lr=2.4392e-05) (hash(x)=11776318)
|
| 850 |
+
814 train 7.432728 (lr=2.4247e-05) (hash(x)=11765380)
|
| 851 |
+
815 train 7.362702 (lr=2.4103e-05) (hash(x)=12564010)
|
| 852 |
+
816 train 7.251594 (lr=2.3959e-05) (hash(x)=11756334)
|
| 853 |
+
817 train 7.401788 (lr=2.3816e-05) (hash(x)=12559496)
|
| 854 |
+
818 train 7.558629 (lr=2.3674e-05) (hash(x)=13373821)
|
| 855 |
+
819 train 7.416736 (lr=2.3532e-05) (hash(x)=14061530)
|
| 856 |
+
820 train 7.413780 (lr=2.3391e-05) (hash(x)=11734902)
|
| 857 |
+
821 train 7.458072 (lr=2.3250e-05) (hash(x)=10562192)
|
| 858 |
+
822 train 7.443389 (lr=2.3110e-05) (hash(x)=13531445)
|
| 859 |
+
823 train 7.546387 (lr=2.2971e-05) (hash(x)=17383177)
|
| 860 |
+
824 train 7.534544 (lr=2.2832e-05) (hash(x)=10038826)
|
| 861 |
+
825 train 7.283525 (lr=2.2694e-05) (hash(x)=11420026)
|
| 862 |
+
826 train 7.411062 (lr=2.2556e-05) (hash(x)=13320274)
|
| 863 |
+
827 train 7.479941 (lr=2.2420e-05) (hash(x)=15724893)
|
| 864 |
+
828 train 7.421375 (lr=2.2283e-05) (hash(x)=11537371)
|
| 865 |
+
829 train 7.512021 (lr=2.2148e-05) (hash(x)=11899847)
|
| 866 |
+
830 train 7.392877 (lr=2.2013e-05) (hash(x)=11572171)
|
| 867 |
+
831 train 7.362029 (lr=2.1878e-05) (hash(x)=13291139)
|
| 868 |
+
832 train 7.454466 (lr=2.1745e-05) (hash(x)=13476426)
|
| 869 |
+
833 train 7.727875 (lr=2.1612e-05) (hash(x)=12476228)
|
| 870 |
+
834 train 7.365035 (lr=2.1479e-05) (hash(x)=10645329)
|
| 871 |
+
835 train 7.461557 (lr=2.1347e-05) (hash(x)=9132980)
|
| 872 |
+
836 train 7.536265 (lr=2.1216e-05) (hash(x)=11338056)
|
| 873 |
+
837 train 7.467300 (lr=2.1086e-05) (hash(x)=11174161)
|
| 874 |
+
838 train 7.378388 (lr=2.0956e-05) (hash(x)=14244522)
|
| 875 |
+
839 train 7.319438 (lr=2.0827e-05) (hash(x)=11507164)
|
| 876 |
+
840 train 7.788777 (lr=2.0698e-05) (hash(x)=20968914)
|
| 877 |
+
841 train 7.393871 (lr=2.0570e-05) (hash(x)=11694810)
|
| 878 |
+
842 train 7.221704 (lr=2.0443e-05) (hash(x)=13298854)
|
| 879 |
+
843 train 7.730706 (lr=2.0317e-05) (hash(x)=11884977)
|
| 880 |
+
844 train 7.507550 (lr=2.0191e-05) (hash(x)=12405359)
|
| 881 |
+
845 train 7.479666 (lr=2.0066e-05) (hash(x)=12862078)
|
| 882 |
+
846 train 7.519173 (lr=1.9941e-05) (hash(x)=11634930)
|
| 883 |
+
847 train 7.316336 (lr=1.9818e-05) (hash(x)=13225195)
|
| 884 |
+
848 train 7.481653 (lr=1.9694e-05) (hash(x)=14179955)
|
| 885 |
+
849 train 7.354677 (lr=1.9572e-05) (hash(x)=12005199)
|
| 886 |
+
850 val loss 7.3879
|
| 887 |
+
850 val perplexity 1616.3535
|
| 888 |
+
850 train 7.488586 (lr=1.9450e-05) (hash(x)=13403175)
|
| 889 |
+
851 train 7.395118 (lr=1.9329e-05) (hash(x)=10734745)
|
| 890 |
+
852 train 7.531964 (lr=1.9209e-05) (hash(x)=12914137)
|
| 891 |
+
853 train 7.398307 (lr=1.9089e-05) (hash(x)=12256492)
|
| 892 |
+
854 train 7.337024 (lr=1.8970e-05) (hash(x)=13071881)
|
| 893 |
+
855 train 7.438777 (lr=1.8852e-05) (hash(x)=10200730)
|
| 894 |
+
856 train 7.344612 (lr=1.8734e-05) (hash(x)=13857089)
|
| 895 |
+
857 train 7.502236 (lr=1.8618e-05) (hash(x)=11137771)
|
| 896 |
+
858 train 7.437394 (lr=1.8501e-05) (hash(x)=12393535)
|
| 897 |
+
859 train 7.535953 (lr=1.8386e-05) (hash(x)=11431388)
|
| 898 |
+
860 train 7.518038 (lr=1.8271e-05) (hash(x)=8864044)
|
| 899 |
+
861 train 7.536674 (lr=1.8157e-05) (hash(x)=17958071)
|
| 900 |
+
862 train 7.417372 (lr=1.8044e-05) (hash(x)=10908226)
|
| 901 |
+
863 train 7.458572 (lr=1.7931e-05) (hash(x)=13867151)
|
| 902 |
+
864 train 7.649601 (lr=1.7819e-05) (hash(x)=15308571)
|
| 903 |
+
865 train 7.485988 (lr=1.7708e-05) (hash(x)=11767996)
|
| 904 |
+
866 train 7.474010 (lr=1.7598e-05) (hash(x)=11493377)
|
| 905 |
+
867 train 7.429469 (lr=1.7488e-05) (hash(x)=7116954)
|
| 906 |
+
868 train 7.310431 (lr=1.7379e-05) (hash(x)=11702864)
|
| 907 |
+
869 train 7.423225 (lr=1.7271e-05) (hash(x)=14051764)
|
| 908 |
+
870 train 7.518801 (lr=1.7163e-05) (hash(x)=12634339)
|
| 909 |
+
871 train 7.376614 (lr=1.7056e-05) (hash(x)=14576040)
|
| 910 |
+
872 train 7.443768 (lr=1.6950e-05) (hash(x)=11113089)
|
| 911 |
+
873 train 7.387144 (lr=1.6845e-05) (hash(x)=12823709)
|
| 912 |
+
874 train 7.660709 (lr=1.6740e-05) (hash(x)=9995251)
|
| 913 |
+
875 train 7.845885 (lr=1.6636e-05) (hash(x)=11451043)
|
| 914 |
+
876 train 7.314564 (lr=1.6533e-05) (hash(x)=11894772)
|
| 915 |
+
877 train 7.377823 (lr=1.6431e-05) (hash(x)=13446358)
|
| 916 |
+
878 train 7.522431 (lr=1.6329e-05) (hash(x)=12318042)
|
| 917 |
+
879 train 7.501781 (lr=1.6228e-05) (hash(x)=12735546)
|
| 918 |
+
880 train 7.443748 (lr=1.6128e-05) (hash(x)=9676917)
|
| 919 |
+
881 train 7.440009 (lr=1.6029e-05) (hash(x)=14742769)
|
| 920 |
+
882 train 7.470830 (lr=1.5930e-05) (hash(x)=10560897)
|
| 921 |
+
883 train 7.328776 (lr=1.5832e-05) (hash(x)=13520412)
|
| 922 |
+
884 train 7.465231 (lr=1.5735e-05) (hash(x)=12425900)
|
| 923 |
+
885 train 7.483104 (lr=1.5639e-05) (hash(x)=11633472)
|
| 924 |
+
886 train 7.408842 (lr=1.5543e-05) (hash(x)=10625407)
|
| 925 |
+
887 train 7.400389 (lr=1.5449e-05) (hash(x)=10330193)
|
| 926 |
+
888 train 7.161911 (lr=1.5354e-05) (hash(x)=12213510)
|
| 927 |
+
889 train 7.431158 (lr=1.5261e-05) (hash(x)=13392891)
|
| 928 |
+
890 train 7.476339 (lr=1.5169e-05) (hash(x)=11215036)
|
| 929 |
+
891 train 7.274102 (lr=1.5077e-05) (hash(x)=10349282)
|
| 930 |
+
892 train 7.436772 (lr=1.4986e-05) (hash(x)=13700131)
|
| 931 |
+
893 train 7.462317 (lr=1.4896e-05) (hash(x)=13147693)
|
| 932 |
+
894 train 7.354665 (lr=1.4806e-05) (hash(x)=11480067)
|
| 933 |
+
895 train 7.304891 (lr=1.4718e-05) (hash(x)=10416293)
|
| 934 |
+
896 train 7.307038 (lr=1.4630e-05) (hash(x)=12020755)
|
| 935 |
+
897 train 7.335043 (lr=1.4543e-05) (hash(x)=10382090)
|
| 936 |
+
898 train 7.789202 (lr=1.4456e-05) (hash(x)=16574151)
|
| 937 |
+
899 train 7.581019 (lr=1.4371e-05) (hash(x)=11403044)
|
| 938 |
+
900 val loss 7.3793
|
| 939 |
+
900 val perplexity 1602.4288
|
| 940 |
+
900 train 7.413050 (lr=1.4286e-05) (hash(x)=12647667)
|
| 941 |
+
901 train 7.282578 (lr=1.4202e-05) (hash(x)=11055290)
|
| 942 |
+
902 train 7.288463 (lr=1.4119e-05) (hash(x)=13105089)
|
| 943 |
+
903 train 7.267941 (lr=1.4037e-05) (hash(x)=10543763)
|
| 944 |
+
904 train 7.352409 (lr=1.3955e-05) (hash(x)=11998234)
|
| 945 |
+
905 train 7.401732 (lr=1.3874e-05) (hash(x)=10278798)
|
| 946 |
+
906 train 7.408617 (lr=1.3794e-05) (hash(x)=14632798)
|
| 947 |
+
907 train 7.336319 (lr=1.3715e-05) (hash(x)=12739117)
|
| 948 |
+
908 train 7.201749 (lr=1.3637e-05) (hash(x)=14406428)
|
| 949 |
+
909 train 7.632793 (lr=1.3559e-05) (hash(x)=15644778)
|
| 950 |
+
910 train 7.337009 (lr=1.3482e-05) (hash(x)=11144683)
|
| 951 |
+
911 train 7.328800 (lr=1.3407e-05) (hash(x)=12262130)
|
| 952 |
+
912 train 7.224071 (lr=1.3331e-05) (hash(x)=12038725)
|
| 953 |
+
913 train 7.530795 (lr=1.3257e-05) (hash(x)=13080738)
|
| 954 |
+
914 train 7.606737 (lr=1.3183e-05) (hash(x)=12338355)
|
| 955 |
+
915 train 7.378728 (lr=1.3111e-05) (hash(x)=13000590)
|
| 956 |
+
916 train 7.482515 (lr=1.3039e-05) (hash(x)=11862013)
|
| 957 |
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917 train 7.495930 (lr=1.2968e-05) (hash(x)=12257037)
|
| 958 |
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918 train 7.399986 (lr=1.2897e-05) (hash(x)=10977395)
|
| 959 |
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919 train 7.434460 (lr=1.2828e-05) (hash(x)=14493957)
|
| 960 |
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920 train 7.457164 (lr=1.2759e-05) (hash(x)=12659659)
|
| 961 |
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921 train 7.387201 (lr=1.2691e-05) (hash(x)=14810595)
|
| 962 |
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922 train 7.409313 (lr=1.2624e-05) (hash(x)=13100526)
|
| 963 |
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923 train 7.562007 (lr=1.2558e-05) (hash(x)=11123341)
|
| 964 |
+
924 train 7.425322 (lr=1.2493e-05) (hash(x)=13565184)
|
| 965 |
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925 train 7.461747 (lr=1.2428e-05) (hash(x)=12312758)
|
| 966 |
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926 train 7.523674 (lr=1.2364e-05) (hash(x)=11515370)
|
| 967 |
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927 train 7.302715 (lr=1.2301e-05) (hash(x)=13091244)
|
| 968 |
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928 train 7.320412 (lr=1.2239e-05) (hash(x)=12887643)
|
| 969 |
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929 train 7.458811 (lr=1.2178e-05) (hash(x)=15277954)
|
| 970 |
+
930 train 7.397930 (lr=1.2118e-05) (hash(x)=11614361)
|
| 971 |
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931 train 7.415065 (lr=1.2058e-05) (hash(x)=11439940)
|
| 972 |
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932 train 7.289891 (lr=1.1999e-05) (hash(x)=10590452)
|
| 973 |
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933 train 7.339827 (lr=1.1941e-05) (hash(x)=10904100)
|
| 974 |
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934 train 7.281889 (lr=1.1884e-05) (hash(x)=13412637)
|
| 975 |
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935 train 7.281852 (lr=1.1828e-05) (hash(x)=12457412)
|
| 976 |
+
936 train 7.408570 (lr=1.1772e-05) (hash(x)=13425846)
|
| 977 |
+
937 train 7.522624 (lr=1.1718e-05) (hash(x)=13293146)
|
| 978 |
+
938 train 7.439196 (lr=1.1664e-05) (hash(x)=12577151)
|
| 979 |
+
939 train 7.323372 (lr=1.1611e-05) (hash(x)=12445595)
|
| 980 |
+
940 train 7.387302 (lr=1.1559e-05) (hash(x)=12525367)
|
| 981 |
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941 train 7.417640 (lr=1.1508e-05) (hash(x)=10596022)
|
| 982 |
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942 train 7.426594 (lr=1.1457e-05) (hash(x)=11488899)
|
| 983 |
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943 train 7.374903 (lr=1.1408e-05) (hash(x)=13400893)
|
| 984 |
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944 train 7.544822 (lr=1.1359e-05) (hash(x)=13518118)
|
| 985 |
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945 train 7.322078 (lr=1.1311e-05) (hash(x)=13969792)
|
| 986 |
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946 train 7.459402 (lr=1.1264e-05) (hash(x)=11569968)
|
| 987 |
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947 train 7.151908 (lr=1.1218e-05) (hash(x)=11587799)
|
| 988 |
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948 train 7.301124 (lr=1.1173e-05) (hash(x)=10471877)
|
| 989 |
+
949 train 7.334065 (lr=1.1128e-05) (hash(x)=13316743)
|
| 990 |
+
950 val loss 7.3762
|
| 991 |
+
950 val perplexity 1597.5118
|
| 992 |
+
950 train 7.409931 (lr=1.1085e-05) (hash(x)=10667129)
|
| 993 |
+
951 train 7.340261 (lr=1.1042e-05) (hash(x)=11093427)
|
| 994 |
+
952 train 7.190322 (lr=1.1000e-05) (hash(x)=11433879)
|
| 995 |
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953 train 7.396222 (lr=1.0959e-05) (hash(x)=14275750)
|
| 996 |
+
954 train 7.466445 (lr=1.0919e-05) (hash(x)=13079600)
|
| 997 |
+
955 train 7.329465 (lr=1.0879e-05) (hash(x)=12556789)
|
| 998 |
+
956 train 7.386924 (lr=1.0841e-05) (hash(x)=13226520)
|
| 999 |
+
957 train 7.349053 (lr=1.0803e-05) (hash(x)=11533849)
|
| 1000 |
+
958 train 7.539642 (lr=1.0766e-05) (hash(x)=15632652)
|
| 1001 |
+
959 train 7.283098 (lr=1.0730e-05) (hash(x)=13690397)
|
| 1002 |
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960 train 7.298715 (lr=1.0695e-05) (hash(x)=14961564)
|
| 1003 |
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961 train 7.443252 (lr=1.0661e-05) (hash(x)=12793426)
|
| 1004 |
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962 train 7.322987 (lr=1.0628e-05) (hash(x)=11519292)
|
| 1005 |
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963 train 7.461276 (lr=1.0595e-05) (hash(x)=15699093)
|
| 1006 |
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964 train 7.649209 (lr=1.0563e-05) (hash(x)=14151583)
|
| 1007 |
+
965 train 7.524677 (lr=1.0533e-05) (hash(x)=12375363)
|
| 1008 |
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966 train 7.494086 (lr=1.0503e-05) (hash(x)=11486413)
|
| 1009 |
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967 train 7.389461 (lr=1.0474e-05) (hash(x)=12757217)
|
| 1010 |
+
968 train 7.347562 (lr=1.0445e-05) (hash(x)=11080058)
|
| 1011 |
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969 train 7.373491 (lr=1.0418e-05) (hash(x)=13865969)
|
| 1012 |
+
970 train 7.376685 (lr=1.0391e-05) (hash(x)=12301277)
|
| 1013 |
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971 train 7.443698 (lr=1.0366e-05) (hash(x)=13365028)
|
| 1014 |
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972 train 7.328244 (lr=1.0341e-05) (hash(x)=11511196)
|
| 1015 |
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973 train 7.403480 (lr=1.0317e-05) (hash(x)=14686910)
|
| 1016 |
+
974 train 7.171707 (lr=1.0294e-05) (hash(x)=13214062)
|
| 1017 |
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975 train 7.541519 (lr=1.0272e-05) (hash(x)=15655824)
|
| 1018 |
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976 train 7.370890 (lr=1.0251e-05) (hash(x)=11323316)
|
| 1019 |
+
977 train 7.264448 (lr=1.0230e-05) (hash(x)=10909712)
|
| 1020 |
+
978 train 7.283164 (lr=1.0211e-05) (hash(x)=14617155)
|
| 1021 |
+
979 train 7.260581 (lr=1.0192e-05) (hash(x)=8413796)
|
| 1022 |
+
980 train 7.389220 (lr=1.0174e-05) (hash(x)=9112154)
|
| 1023 |
+
981 train 7.179283 (lr=1.0157e-05) (hash(x)=9600331)
|
| 1024 |
+
982 train 7.341630 (lr=1.0141e-05) (hash(x)=12843658)
|
| 1025 |
+
983 train 7.362242 (lr=1.0126e-05) (hash(x)=13336155)
|
| 1026 |
+
984 train 7.594541 (lr=1.0111e-05) (hash(x)=15924834)
|
| 1027 |
+
985 train 7.708756 (lr=1.0098e-05) (hash(x)=12161743)
|
| 1028 |
+
986 train 7.397781 (lr=1.0085e-05) (hash(x)=11615346)
|
| 1029 |
+
987 train 7.337195 (lr=1.0074e-05) (hash(x)=11098157)
|
| 1030 |
+
988 train 7.329396 (lr=1.0063e-05) (hash(x)=13405233)
|
| 1031 |
+
989 train 7.402912 (lr=1.0053e-05) (hash(x)=10512978)
|
| 1032 |
+
990 train 7.445797 (lr=1.0044e-05) (hash(x)=12449591)
|
| 1033 |
+
991 train 7.345307 (lr=1.0035e-05) (hash(x)=12353085)
|
| 1034 |
+
992 train 7.267563 (lr=1.0028e-05) (hash(x)=10439054)
|
| 1035 |
+
993 train 7.450946 (lr=1.0021e-05) (hash(x)=12846917)
|
| 1036 |
+
994 train 7.719939 (lr=1.0016e-05) (hash(x)=15342566)
|
| 1037 |
+
995 train 7.288847 (lr=1.0011e-05) (hash(x)=10222870)
|
| 1038 |
+
996 train 7.556872 (lr=1.0007e-05) (hash(x)=13109457)
|
| 1039 |
+
997 train 7.482511 (lr=1.0004e-05) (hash(x)=12815840)
|
| 1040 |
+
998 train 7.388678 (lr=1.0002e-05) (hash(x)=11914939)
|
| 1041 |
+
999 val loss 7.3727
|
| 1042 |
+
999 val perplexity 1591.9333
|
| 1043 |
+
999 train 7.799417 (lr=1.0000e-05) (hash(x)=19320835)
|
lr1e-4_total_batch_size40960_seq_len256/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3da0f59b43f3172e417c614bc19376627b71ab1b81d2d78cab8a584add61ab4e
|
| 3 |
+
size 38587970
|
lr1e-4_total_batch_size40960_seq_len256/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4afd354f13ddb3a1934e7ce337f097b985d5aa0546f40aa84a57872a9d33a0f0
|
| 3 |
+
size 70895430
|