Upload folder using huggingface_hub
Browse files- lr8e-4_total_batch_size40960_seq_len512/args.json +1 -0
- lr8e-4_total_batch_size40960_seq_len512/dataloader_00999.pt +3 -0
- lr8e-4_total_batch_size40960_seq_len512/log2.txt +1043 -0
- lr8e-4_total_batch_size40960_seq_len512/model_00999.pt +3 -0
- lr8e-4_total_batch_size40960_seq_len512/optimizer_00999.pt +3 -0
lr8e-4_total_batch_size40960_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr8e-4_total_batch_size40960_seq_len512", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 512, "batch_size": null, "total_batch_size": 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": 0.0008, "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_size40960_seq_len512/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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lr8e-4_total_batch_size40960_seq_len512/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7800
|
| 3 |
+
0 val perplexity 130608.6406
|
| 4 |
+
0 train 11.768598 (lr=2.7972e-06) (hash(x)=20782690)
|
| 5 |
+
1 train 11.770680 (lr=5.5944e-06) (hash(x)=23890908)
|
| 6 |
+
2 train 11.759589 (lr=8.3916e-06) (hash(x)=24611628)
|
| 7 |
+
3 train 11.726483 (lr=1.1189e-05) (hash(x)=25767553)
|
| 8 |
+
4 train 11.707442 (lr=1.3986e-05) (hash(x)=22512166)
|
| 9 |
+
5 train 11.680038 (lr=1.6783e-05) (hash(x)=24732833)
|
| 10 |
+
6 train 11.644572 (lr=1.9580e-05) (hash(x)=25129410)
|
| 11 |
+
7 train 11.608064 (lr=2.2378e-05) (hash(x)=26582391)
|
| 12 |
+
8 train 11.565802 (lr=2.5175e-05) (hash(x)=26472336)
|
| 13 |
+
9 train 11.513274 (lr=2.7972e-05) (hash(x)=27654289)
|
| 14 |
+
10 train 11.453381 (lr=3.0769e-05) (hash(x)=26559876)
|
| 15 |
+
11 train 11.393353 (lr=3.3566e-05) (hash(x)=21770329)
|
| 16 |
+
12 train 11.340712 (lr=3.6364e-05) (hash(x)=22723459)
|
| 17 |
+
13 train 11.253342 (lr=3.9161e-05) (hash(x)=30338342)
|
| 18 |
+
14 train 11.189358 (lr=4.1958e-05) (hash(x)=25678059)
|
| 19 |
+
15 train 11.071432 (lr=4.4755e-05) (hash(x)=26109335)
|
| 20 |
+
16 train 11.018415 (lr=4.7552e-05) (hash(x)=25044885)
|
| 21 |
+
17 train 10.959982 (lr=5.0350e-05) (hash(x)=28870690)
|
| 22 |
+
18 train 10.914984 (lr=5.3147e-05) (hash(x)=35279941)
|
| 23 |
+
19 train 10.791675 (lr=5.5944e-05) (hash(x)=25015923)
|
| 24 |
+
20 train 10.695947 (lr=5.8741e-05) (hash(x)=26740855)
|
| 25 |
+
21 train 10.612270 (lr=6.1538e-05) (hash(x)=22262151)
|
| 26 |
+
22 train 10.546526 (lr=6.4336e-05) (hash(x)=26621834)
|
| 27 |
+
23 train 10.515039 (lr=6.7133e-05) (hash(x)=23234741)
|
| 28 |
+
24 train 10.560863 (lr=6.9930e-05) (hash(x)=25470563)
|
| 29 |
+
25 train 10.505759 (lr=7.2727e-05) (hash(x)=21799102)
|
| 30 |
+
26 train 10.432468 (lr=7.5524e-05) (hash(x)=23275479)
|
| 31 |
+
27 train 10.484335 (lr=7.8322e-05) (hash(x)=22091862)
|
| 32 |
+
28 train 10.364900 (lr=8.1119e-05) (hash(x)=17430373)
|
| 33 |
+
29 train 10.304455 (lr=8.3916e-05) (hash(x)=22954861)
|
| 34 |
+
30 train 10.395491 (lr=8.6713e-05) (hash(x)=26671799)
|
| 35 |
+
31 train 10.345235 (lr=8.9510e-05) (hash(x)=26924723)
|
| 36 |
+
32 train 10.364185 (lr=9.2308e-05) (hash(x)=23557495)
|
| 37 |
+
33 train 10.206500 (lr=9.5105e-05) (hash(x)=27804380)
|
| 38 |
+
34 train 10.362177 (lr=9.7902e-05) (hash(x)=26654908)
|
| 39 |
+
35 train 10.294909 (lr=1.0070e-04) (hash(x)=23627518)
|
| 40 |
+
36 train 10.262306 (lr=1.0350e-04) (hash(x)=21889990)
|
| 41 |
+
37 train 10.291734 (lr=1.0629e-04) (hash(x)=22528001)
|
| 42 |
+
38 train 10.287610 (lr=1.0909e-04) (hash(x)=29248942)
|
| 43 |
+
39 train 10.210621 (lr=1.1189e-04) (hash(x)=25533417)
|
| 44 |
+
40 train 10.149147 (lr=1.1469e-04) (hash(x)=20612533)
|
| 45 |
+
41 train 10.144782 (lr=1.1748e-04) (hash(x)=24677740)
|
| 46 |
+
42 train 10.150124 (lr=1.2028e-04) (hash(x)=25347203)
|
| 47 |
+
43 train 10.096593 (lr=1.2308e-04) (hash(x)=28922363)
|
| 48 |
+
44 train 10.066442 (lr=1.2587e-04) (hash(x)=25631397)
|
| 49 |
+
45 train 10.040096 (lr=1.2867e-04) (hash(x)=26237983)
|
| 50 |
+
46 train 10.042944 (lr=1.3147e-04) (hash(x)=24742645)
|
| 51 |
+
47 train 10.044178 (lr=1.3427e-04) (hash(x)=26157660)
|
| 52 |
+
48 train 9.902966 (lr=1.3706e-04) (hash(x)=22582169)
|
| 53 |
+
49 train 9.906336 (lr=1.3986e-04) (hash(x)=26431960)
|
| 54 |
+
50 val loss 9.9372
|
| 55 |
+
50 val perplexity 20686.1289
|
| 56 |
+
50 train 9.957220 (lr=1.4266e-04) (hash(x)=25716176)
|
| 57 |
+
51 train 9.915504 (lr=1.4545e-04) (hash(x)=28019788)
|
| 58 |
+
52 train 9.870030 (lr=1.4825e-04) (hash(x)=20382963)
|
| 59 |
+
53 train 9.795561 (lr=1.5105e-04) (hash(x)=24489647)
|
| 60 |
+
54 train 9.769114 (lr=1.5385e-04) (hash(x)=25128502)
|
| 61 |
+
55 train 9.747393 (lr=1.5664e-04) (hash(x)=25231390)
|
| 62 |
+
56 train 9.631413 (lr=1.5944e-04) (hash(x)=22708977)
|
| 63 |
+
57 train 9.714092 (lr=1.6224e-04) (hash(x)=24364920)
|
| 64 |
+
58 train 9.661685 (lr=1.6503e-04) (hash(x)=24932925)
|
| 65 |
+
59 train 9.593024 (lr=1.6783e-04) (hash(x)=26913684)
|
| 66 |
+
60 train 9.486526 (lr=1.7063e-04) (hash(x)=18017792)
|
| 67 |
+
61 train 9.491199 (lr=1.7343e-04) (hash(x)=28613882)
|
| 68 |
+
62 train 9.462656 (lr=1.7622e-04) (hash(x)=22652243)
|
| 69 |
+
63 train 9.348833 (lr=1.7902e-04) (hash(x)=27194521)
|
| 70 |
+
64 train 9.317839 (lr=1.8182e-04) (hash(x)=24936836)
|
| 71 |
+
65 train 9.317128 (lr=1.8462e-04) (hash(x)=24765578)
|
| 72 |
+
66 train 9.328730 (lr=1.8741e-04) (hash(x)=23107416)
|
| 73 |
+
67 train 9.165711 (lr=1.9021e-04) (hash(x)=29314255)
|
| 74 |
+
68 train 9.114615 (lr=1.9301e-04) (hash(x)=24013079)
|
| 75 |
+
69 train 9.050832 (lr=1.9580e-04) (hash(x)=25322001)
|
| 76 |
+
70 train 9.133453 (lr=1.9860e-04) (hash(x)=26690440)
|
| 77 |
+
71 train 9.015752 (lr=2.0140e-04) (hash(x)=22598512)
|
| 78 |
+
72 train 8.929531 (lr=2.0420e-04) (hash(x)=18473911)
|
| 79 |
+
73 train 8.995079 (lr=2.0699e-04) (hash(x)=22322442)
|
| 80 |
+
74 train 8.952206 (lr=2.0979e-04) (hash(x)=26324153)
|
| 81 |
+
75 train 8.848536 (lr=2.1259e-04) (hash(x)=23446058)
|
| 82 |
+
76 train 8.890267 (lr=2.1538e-04) (hash(x)=24843741)
|
| 83 |
+
77 train 8.778149 (lr=2.1818e-04) (hash(x)=23197102)
|
| 84 |
+
78 train 8.898396 (lr=2.2098e-04) (hash(x)=23054940)
|
| 85 |
+
79 train 8.777189 (lr=2.2378e-04) (hash(x)=27140757)
|
| 86 |
+
80 train 8.589031 (lr=2.2657e-04) (hash(x)=25149419)
|
| 87 |
+
81 train 8.689938 (lr=2.2937e-04) (hash(x)=24727764)
|
| 88 |
+
82 train 8.369203 (lr=2.3217e-04) (hash(x)=21935931)
|
| 89 |
+
83 train 8.488997 (lr=2.3497e-04) (hash(x)=27606073)
|
| 90 |
+
84 train 8.551130 (lr=2.3776e-04) (hash(x)=22450341)
|
| 91 |
+
85 train 8.613591 (lr=2.4056e-04) (hash(x)=25945859)
|
| 92 |
+
86 train 8.418242 (lr=2.4336e-04) (hash(x)=21613707)
|
| 93 |
+
87 train 8.449243 (lr=2.4615e-04) (hash(x)=24396519)
|
| 94 |
+
88 train 8.447019 (lr=2.4895e-04) (hash(x)=29138828)
|
| 95 |
+
89 train 8.464678 (lr=2.5175e-04) (hash(x)=24685515)
|
| 96 |
+
90 train 8.336527 (lr=2.5455e-04) (hash(x)=22825749)
|
| 97 |
+
91 train 8.366172 (lr=2.5734e-04) (hash(x)=28767869)
|
| 98 |
+
92 train 8.366078 (lr=2.6014e-04) (hash(x)=21159060)
|
| 99 |
+
93 train 8.283638 (lr=2.6294e-04) (hash(x)=25045397)
|
| 100 |
+
94 train 8.412509 (lr=2.6573e-04) (hash(x)=25560928)
|
| 101 |
+
95 train 8.374347 (lr=2.6853e-04) (hash(x)=28959222)
|
| 102 |
+
96 train 8.235563 (lr=2.7133e-04) (hash(x)=21248405)
|
| 103 |
+
97 train 8.230323 (lr=2.7413e-04) (hash(x)=25830182)
|
| 104 |
+
98 train 8.148446 (lr=2.7692e-04) (hash(x)=25173113)
|
| 105 |
+
99 train 8.166368 (lr=2.7972e-04) (hash(x)=23486277)
|
| 106 |
+
100 val loss 8.1505
|
| 107 |
+
100 val perplexity 3465.0857
|
| 108 |
+
100 train 8.163050 (lr=2.8252e-04) (hash(x)=28916006)
|
| 109 |
+
101 train 8.291272 (lr=2.8531e-04) (hash(x)=25556929)
|
| 110 |
+
102 train 8.167394 (lr=2.8811e-04) (hash(x)=29648798)
|
| 111 |
+
103 train 8.083234 (lr=2.9091e-04) (hash(x)=24976217)
|
| 112 |
+
104 train 8.134238 (lr=2.9371e-04) (hash(x)=31019606)
|
| 113 |
+
105 train 8.138225 (lr=2.9650e-04) (hash(x)=28269421)
|
| 114 |
+
106 train 8.030826 (lr=2.9930e-04) (hash(x)=24865358)
|
| 115 |
+
107 train 7.965565 (lr=3.0210e-04) (hash(x)=26984272)
|
| 116 |
+
108 train 8.067903 (lr=3.0490e-04) (hash(x)=24544116)
|
| 117 |
+
109 train 8.012407 (lr=3.0769e-04) (hash(x)=22059850)
|
| 118 |
+
110 train 8.027818 (lr=3.1049e-04) (hash(x)=23926632)
|
| 119 |
+
111 train 7.941473 (lr=3.1329e-04) (hash(x)=27025333)
|
| 120 |
+
112 train 7.893347 (lr=3.1608e-04) (hash(x)=29120407)
|
| 121 |
+
113 train 7.971215 (lr=3.1888e-04) (hash(x)=23827393)
|
| 122 |
+
114 train 7.913682 (lr=3.2168e-04) (hash(x)=27230027)
|
| 123 |
+
115 train 7.888906 (lr=3.2448e-04) (hash(x)=24968260)
|
| 124 |
+
116 train 7.877968 (lr=3.2727e-04) (hash(x)=27544803)
|
| 125 |
+
117 train 7.889184 (lr=3.3007e-04) (hash(x)=26540663)
|
| 126 |
+
118 train 7.954833 (lr=3.3287e-04) (hash(x)=25856625)
|
| 127 |
+
119 train 7.866508 (lr=3.3566e-04) (hash(x)=23164356)
|
| 128 |
+
120 train 7.899280 (lr=3.3846e-04) (hash(x)=25646282)
|
| 129 |
+
121 train 7.894170 (lr=3.4126e-04) (hash(x)=23843233)
|
| 130 |
+
122 train 7.707137 (lr=3.4406e-04) (hash(x)=24506028)
|
| 131 |
+
123 train 7.844332 (lr=3.4685e-04) (hash(x)=22781277)
|
| 132 |
+
124 train 7.832813 (lr=3.4965e-04) (hash(x)=24948650)
|
| 133 |
+
125 train 7.799654 (lr=3.5245e-04) (hash(x)=26373991)
|
| 134 |
+
126 train 7.882482 (lr=3.5524e-04) (hash(x)=23402396)
|
| 135 |
+
127 train 7.820685 (lr=3.5804e-04) (hash(x)=21562133)
|
| 136 |
+
128 train 7.865142 (lr=3.6084e-04) (hash(x)=25009210)
|
| 137 |
+
129 train 7.801294 (lr=3.6364e-04) (hash(x)=27161811)
|
| 138 |
+
130 train 7.834145 (lr=3.6643e-04) (hash(x)=29515100)
|
| 139 |
+
131 train 7.752590 (lr=3.6923e-04) (hash(x)=25305929)
|
| 140 |
+
132 train 7.791063 (lr=3.7203e-04) (hash(x)=26808543)
|
| 141 |
+
133 train 7.706482 (lr=3.7483e-04) (hash(x)=25669509)
|
| 142 |
+
134 train 7.792989 (lr=3.7762e-04) (hash(x)=28435805)
|
| 143 |
+
135 train 7.768349 (lr=3.8042e-04) (hash(x)=26482758)
|
| 144 |
+
136 train 7.690908 (lr=3.8322e-04) (hash(x)=24929929)
|
| 145 |
+
137 train 7.677174 (lr=3.8601e-04) (hash(x)=25043037)
|
| 146 |
+
138 train 7.896683 (lr=3.8881e-04) (hash(x)=29151257)
|
| 147 |
+
139 train 7.657455 (lr=3.9161e-04) (hash(x)=26400365)
|
| 148 |
+
140 train 7.669600 (lr=3.9441e-04) (hash(x)=24098812)
|
| 149 |
+
141 train 7.658542 (lr=3.9720e-04) (hash(x)=20967666)
|
| 150 |
+
142 train 7.800637 (lr=4.0000e-04) (hash(x)=28667963)
|
| 151 |
+
143 train 7.745078 (lr=4.0280e-04) (hash(x)=27083417)
|
| 152 |
+
144 train 7.607168 (lr=4.0559e-04) (hash(x)=23649001)
|
| 153 |
+
145 train 7.661515 (lr=4.0839e-04) (hash(x)=31338300)
|
| 154 |
+
146 train 7.645726 (lr=4.1119e-04) (hash(x)=30603174)
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147 train 7.665558 (lr=4.1399e-04) (hash(x)=24830965)
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148 train 7.799366 (lr=4.1678e-04) (hash(x)=27269893)
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149 train 7.633232 (lr=4.1958e-04) (hash(x)=24825041)
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150 val loss 7.6640
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| 159 |
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150 val perplexity 2130.2129
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| 160 |
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150 train 7.619266 (lr=4.2238e-04) (hash(x)=22724871)
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151 train 7.567100 (lr=4.2517e-04) (hash(x)=24683717)
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152 train 7.697691 (lr=4.2797e-04) (hash(x)=26190337)
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153 train 7.661534 (lr=4.3077e-04) (hash(x)=23086289)
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154 train 7.711994 (lr=4.3357e-04) (hash(x)=23593875)
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155 train 7.551075 (lr=4.3636e-04) (hash(x)=22414190)
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156 train 7.636968 (lr=4.3916e-04) (hash(x)=26758114)
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157 train 7.581555 (lr=4.4196e-04) (hash(x)=21563184)
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158 train 7.633489 (lr=4.4476e-04) (hash(x)=19218470)
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159 train 7.733710 (lr=4.4755e-04) (hash(x)=25588469)
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160 train 7.708292 (lr=4.5035e-04) (hash(x)=30433767)
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161 train 7.777137 (lr=4.5315e-04) (hash(x)=17851621)
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162 train 7.834107 (lr=4.5594e-04) (hash(x)=25183690)
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163 train 7.888913 (lr=4.5874e-04) (hash(x)=27040642)
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164 train 7.638313 (lr=4.6154e-04) (hash(x)=22183303)
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165 train 7.949181 (lr=4.6434e-04) (hash(x)=27537063)
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166 train 7.641860 (lr=4.6713e-04) (hash(x)=19492832)
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167 train 7.643179 (lr=4.6993e-04) (hash(x)=25951629)
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168 train 7.671164 (lr=4.7273e-04) (hash(x)=22408682)
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169 train 7.657295 (lr=4.7552e-04) (hash(x)=27633457)
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170 train 7.638868 (lr=4.7832e-04) (hash(x)=27635080)
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171 train 7.637440 (lr=4.8112e-04) (hash(x)=22287596)
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172 train 7.751910 (lr=4.8392e-04) (hash(x)=35895440)
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173 train 7.660897 (lr=4.8671e-04) (hash(x)=25888847)
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174 train 7.697286 (lr=4.8951e-04) (hash(x)=26518800)
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175 train 7.672818 (lr=4.9231e-04) (hash(x)=37519283)
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176 train 7.859879 (lr=4.9510e-04) (hash(x)=25141945)
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177 train 7.867149 (lr=4.9790e-04) (hash(x)=28527939)
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178 train 7.665414 (lr=5.0070e-04) (hash(x)=21942471)
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179 train 7.694840 (lr=5.0350e-04) (hash(x)=24955630)
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180 train 7.663059 (lr=5.0629e-04) (hash(x)=25541230)
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181 train 7.497454 (lr=5.0909e-04) (hash(x)=23501481)
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182 train 7.561071 (lr=5.1189e-04) (hash(x)=22754988)
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183 train 7.468179 (lr=5.1469e-04) (hash(x)=23475070)
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184 train 7.611307 (lr=5.1748e-04) (hash(x)=23609959)
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185 train 7.498202 (lr=5.2028e-04) (hash(x)=23441847)
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187 train 7.599545 (lr=5.2587e-04) (hash(x)=26171093)
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188 train 7.624224 (lr=5.2867e-04) (hash(x)=20060838)
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189 train 7.477706 (lr=5.3147e-04) (hash(x)=25451055)
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190 train 7.326308 (lr=5.3427e-04) (hash(x)=24934792)
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191 train 7.445419 (lr=5.3706e-04) (hash(x)=25367597)
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192 train 7.597335 (lr=5.3986e-04) (hash(x)=25022148)
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193 train 7.582376 (lr=5.4266e-04) (hash(x)=25431365)
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194 train 7.624408 (lr=5.4545e-04) (hash(x)=29307788)
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195 train 7.507672 (lr=5.4825e-04) (hash(x)=25651929)
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196 train 7.564185 (lr=5.5105e-04) (hash(x)=26312387)
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197 train 7.523287 (lr=5.5385e-04) (hash(x)=23804913)
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198 train 7.563671 (lr=5.5664e-04) (hash(x)=26115519)
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199 train 7.542455 (lr=5.5944e-04) (hash(x)=23210747)
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200 val loss 7.5611
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| 211 |
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200 val perplexity 1921.9099
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| 212 |
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200 train 7.561044 (lr=5.6224e-04) (hash(x)=18463712)
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201 train 7.550570 (lr=5.6503e-04) (hash(x)=23245699)
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202 train 7.463957 (lr=5.6783e-04) (hash(x)=21770300)
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203 train 7.730957 (lr=5.7063e-04) (hash(x)=25387532)
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204 train 7.549559 (lr=5.7343e-04) (hash(x)=27718703)
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205 train 7.599236 (lr=5.7622e-04) (hash(x)=27661052)
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206 train 7.482681 (lr=5.7902e-04) (hash(x)=26538928)
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207 train 7.584099 (lr=5.8182e-04) (hash(x)=21772654)
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208 train 7.687113 (lr=5.8462e-04) (hash(x)=26263254)
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209 train 7.546593 (lr=5.8741e-04) (hash(x)=23552356)
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210 train 7.762096 (lr=5.9021e-04) (hash(x)=22707141)
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211 train 7.790479 (lr=5.9301e-04) (hash(x)=34234481)
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212 train 7.599404 (lr=5.9580e-04) (hash(x)=35008670)
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213 train 7.709475 (lr=5.9860e-04) (hash(x)=25891543)
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214 train 7.462895 (lr=6.0140e-04) (hash(x)=21971224)
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215 train 7.586832 (lr=6.0420e-04) (hash(x)=27312186)
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216 train 7.688448 (lr=6.0699e-04) (hash(x)=22163749)
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217 train 7.436416 (lr=6.0979e-04) (hash(x)=25942888)
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218 train 7.555321 (lr=6.1259e-04) (hash(x)=25493916)
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219 train 7.737813 (lr=6.1538e-04) (hash(x)=24289951)
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220 train 7.520095 (lr=6.1818e-04) (hash(x)=23648671)
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221 train 7.380739 (lr=6.2098e-04) (hash(x)=24992055)
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222 train 7.662001 (lr=6.2378e-04) (hash(x)=26005549)
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223 train 7.510076 (lr=6.2657e-04) (hash(x)=21046554)
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224 train 7.513074 (lr=6.2937e-04) (hash(x)=26321539)
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225 train 7.528290 (lr=6.3217e-04) (hash(x)=27807872)
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226 train 7.516778 (lr=6.3497e-04) (hash(x)=21555364)
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227 train 7.510825 (lr=6.3776e-04) (hash(x)=26325324)
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228 train 7.543692 (lr=6.4056e-04) (hash(x)=24956294)
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229 train 7.462821 (lr=6.4336e-04) (hash(x)=24429389)
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230 train 7.604789 (lr=6.4615e-04) (hash(x)=27929846)
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231 train 7.539295 (lr=6.4895e-04) (hash(x)=25282897)
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232 train 7.391565 (lr=6.5175e-04) (hash(x)=26802508)
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233 train 7.592510 (lr=6.5455e-04) (hash(x)=28390416)
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234 train 7.734347 (lr=6.5734e-04) (hash(x)=26292451)
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235 train 7.625930 (lr=6.6014e-04) (hash(x)=22915344)
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236 train 7.508337 (lr=6.6294e-04) (hash(x)=24744383)
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237 train 7.442818 (lr=6.6573e-04) (hash(x)=26284678)
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238 train 7.418664 (lr=6.6853e-04) (hash(x)=21654269)
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239 train 7.867980 (lr=6.7133e-04) (hash(x)=29466268)
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240 train 8.127902 (lr=6.7413e-04) (hash(x)=32616762)
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241 train 8.117806 (lr=6.7692e-04) (hash(x)=32201138)
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242 train 8.095565 (lr=6.7972e-04) (hash(x)=33683468)
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243 train 7.786491 (lr=6.8252e-04) (hash(x)=27498125)
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244 train 7.637064 (lr=6.8531e-04) (hash(x)=25164318)
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245 train 7.494011 (lr=6.8811e-04) (hash(x)=25690221)
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246 train 7.545064 (lr=6.9091e-04) (hash(x)=29031550)
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247 train 7.688444 (lr=6.9371e-04) (hash(x)=24094093)
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248 train 8.344934 (lr=6.9650e-04) (hash(x)=61455960)
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| 261 |
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249 train 11.687546 (lr=6.9930e-04) (hash(x)=61104710)
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| 262 |
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250 val loss 7.5852
|
| 263 |
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250 val perplexity 1968.7433
|
| 264 |
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250 train 7.728424 (lr=7.0210e-04) (hash(x)=20881126)
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251 train 7.678052 (lr=7.0490e-04) (hash(x)=26920243)
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252 train 7.563182 (lr=7.0769e-04) (hash(x)=21970343)
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253 train 7.623492 (lr=7.1049e-04) (hash(x)=31676352)
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254 train 7.616559 (lr=7.1329e-04) (hash(x)=25600562)
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255 train 7.556277 (lr=7.1608e-04) (hash(x)=22022924)
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| 270 |
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256 train 7.460969 (lr=7.1888e-04) (hash(x)=22777085)
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257 train 7.607826 (lr=7.2168e-04) (hash(x)=21727744)
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258 train 7.613549 (lr=7.2448e-04) (hash(x)=20701998)
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259 train 7.697864 (lr=7.2727e-04) (hash(x)=20863982)
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260 train 7.569373 (lr=7.3007e-04) (hash(x)=25084926)
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261 train 7.553705 (lr=7.3287e-04) (hash(x)=24412897)
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262 train 7.516550 (lr=7.3566e-04) (hash(x)=25434913)
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263 train 7.555886 (lr=7.3846e-04) (hash(x)=26302544)
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264 train 7.623404 (lr=7.4126e-04) (hash(x)=34976197)
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265 train 7.514687 (lr=7.4406e-04) (hash(x)=23870805)
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266 train 7.528773 (lr=7.4685e-04) (hash(x)=25041103)
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267 train 7.564066 (lr=7.4965e-04) (hash(x)=26041745)
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268 train 7.542047 (lr=7.5245e-04) (hash(x)=24068619)
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269 train 7.561988 (lr=7.5524e-04) (hash(x)=25441262)
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270 train 7.622159 (lr=7.5804e-04) (hash(x)=29181867)
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271 train 7.613667 (lr=7.6084e-04) (hash(x)=27093757)
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272 train 7.511677 (lr=7.6364e-04) (hash(x)=25150275)
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273 train 7.654326 (lr=7.6643e-04) (hash(x)=33457102)
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274 train 7.462945 (lr=7.6923e-04) (hash(x)=25755322)
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275 train 7.535835 (lr=7.7203e-04) (hash(x)=23630794)
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276 train 7.453933 (lr=7.7483e-04) (hash(x)=25167987)
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277 train 7.562566 (lr=7.7762e-04) (hash(x)=24043224)
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278 train 7.528729 (lr=7.8042e-04) (hash(x)=24665411)
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279 train 7.488905 (lr=7.8322e-04) (hash(x)=17321657)
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280 train 7.491410 (lr=7.8601e-04) (hash(x)=27932591)
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281 train 7.796443 (lr=7.8881e-04) (hash(x)=29447954)
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282 train 7.515444 (lr=7.9161e-04) (hash(x)=24621816)
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283 train 7.480319 (lr=7.9441e-04) (hash(x)=24682294)
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284 train 7.504038 (lr=7.9720e-04) (hash(x)=28057095)
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285 train 7.557436 (lr=8.0000e-04) (hash(x)=24547536)
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286 train 7.407906 (lr=8.0000e-04) (hash(x)=18987545)
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287 train 7.476029 (lr=8.0000e-04) (hash(x)=26745063)
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288 train 7.340400 (lr=7.9999e-04) (hash(x)=21447406)
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289 train 7.241962 (lr=7.9997e-04) (hash(x)=24650655)
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290 train 7.609638 (lr=7.9994e-04) (hash(x)=26519976)
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291 train 7.912451 (lr=7.9991e-04) (hash(x)=20106514)
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292 train 7.362346 (lr=7.9987e-04) (hash(x)=20117808)
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293 train 7.507954 (lr=7.9983e-04) (hash(x)=25510334)
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| 308 |
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294 train 7.412135 (lr=7.9978e-04) (hash(x)=25749120)
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295 train 7.514361 (lr=7.9972e-04) (hash(x)=24357241)
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296 train 7.496769 (lr=7.9965e-04) (hash(x)=25584945)
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297 train 7.381025 (lr=7.9958e-04) (hash(x)=25198897)
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298 train 7.479185 (lr=7.9950e-04) (hash(x)=23475891)
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| 313 |
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299 train 7.411061 (lr=7.9941e-04) (hash(x)=23644804)
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| 314 |
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300 val loss 7.5084
|
| 315 |
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300 val perplexity 1823.2217
|
| 316 |
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300 train 7.648129 (lr=7.9932e-04) (hash(x)=25629584)
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301 train 7.753440 (lr=7.9922e-04) (hash(x)=29797280)
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302 train 7.814864 (lr=7.9911e-04) (hash(x)=30026394)
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303 train 7.779068 (lr=7.9899e-04) (hash(x)=26594177)
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304 train 7.575085 (lr=7.9887e-04) (hash(x)=23766256)
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305 train 7.506543 (lr=7.9874e-04) (hash(x)=24250150)
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306 train 7.508531 (lr=7.9861e-04) (hash(x)=26108817)
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307 train 7.477237 (lr=7.9846e-04) (hash(x)=18582688)
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308 train 7.465552 (lr=7.9831e-04) (hash(x)=23272705)
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309 train 7.446856 (lr=7.9816e-04) (hash(x)=24793412)
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310 train 7.445893 (lr=7.9799e-04) (hash(x)=19280989)
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311 train 7.432438 (lr=7.9782e-04) (hash(x)=22751150)
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312 train 7.543500 (lr=7.9765e-04) (hash(x)=23537942)
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313 train 7.383286 (lr=7.9746e-04) (hash(x)=23748375)
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314 train 7.557084 (lr=7.9727e-04) (hash(x)=27413825)
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315 train 7.607321 (lr=7.9707e-04) (hash(x)=21682445)
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316 train 7.473935 (lr=7.9687e-04) (hash(x)=22040184)
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317 train 7.468248 (lr=7.9666e-04) (hash(x)=24463229)
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318 train 7.590176 (lr=7.9644e-04) (hash(x)=24091954)
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319 train 7.470326 (lr=7.9621e-04) (hash(x)=26670219)
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320 train 7.498962 (lr=7.9598e-04) (hash(x)=25558986)
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321 train 7.482043 (lr=7.9574e-04) (hash(x)=19218943)
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322 train 7.582918 (lr=7.9549e-04) (hash(x)=24551402)
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323 train 7.459771 (lr=7.9524e-04) (hash(x)=25229281)
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324 train 7.225049 (lr=7.9498e-04) (hash(x)=21251127)
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328 train 7.489329 (lr=7.9387e-04) (hash(x)=20149394)
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329 train 7.407252 (lr=7.9358e-04) (hash(x)=21999338)
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330 train 7.498377 (lr=7.9327e-04) (hash(x)=27611302)
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331 train 7.470280 (lr=7.9297e-04) (hash(x)=22778356)
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332 train 7.447369 (lr=7.9265e-04) (hash(x)=24195959)
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334 train 7.558182 (lr=7.9200e-04) (hash(x)=22426274)
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335 train 7.380886 (lr=7.9167e-04) (hash(x)=23785205)
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336 train 7.526174 (lr=7.9132e-04) (hash(x)=28505676)
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338 train 7.522386 (lr=7.9062e-04) (hash(x)=28684175)
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339 train 7.496419 (lr=7.9026e-04) (hash(x)=28003600)
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341 train 7.426126 (lr=7.8951e-04) (hash(x)=21176405)
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342 train 7.388934 (lr=7.8913e-04) (hash(x)=25888433)
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343 train 7.567827 (lr=7.8874e-04) (hash(x)=27916982)
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344 train 7.411689 (lr=7.8834e-04) (hash(x)=24334708)
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345 train 7.522184 (lr=7.8794e-04) (hash(x)=25617709)
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346 train 7.684250 (lr=7.8753e-04) (hash(x)=25152362)
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347 train 7.572710 (lr=7.8711e-04) (hash(x)=24276512)
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348 train 7.509953 (lr=7.8669e-04) (hash(x)=26776133)
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| 365 |
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349 train 7.430198 (lr=7.8626e-04) (hash(x)=20254159)
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| 366 |
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350 val loss 7.5986
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| 367 |
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350 val perplexity 1995.3088
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| 368 |
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350 train 7.472949 (lr=7.8582e-04) (hash(x)=27873855)
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| 369 |
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351 train 7.529803 (lr=7.8538e-04) (hash(x)=25113614)
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352 train 7.576036 (lr=7.8493e-04) (hash(x)=26192886)
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353 train 7.458933 (lr=7.8447e-04) (hash(x)=24614912)
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354 train 7.458200 (lr=7.8401e-04) (hash(x)=25397093)
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355 train 7.493171 (lr=7.8354e-04) (hash(x)=19811802)
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356 train 7.476529 (lr=7.8306e-04) (hash(x)=25579655)
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357 train 7.606736 (lr=7.8258e-04) (hash(x)=26096514)
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358 train 7.508423 (lr=7.8209e-04) (hash(x)=22589633)
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359 train 7.529704 (lr=7.8159e-04) (hash(x)=26757147)
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360 train 7.601413 (lr=7.8109e-04) (hash(x)=24963730)
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361 train 7.469187 (lr=7.8058e-04) (hash(x)=27703124)
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362 train 7.381424 (lr=7.8006e-04) (hash(x)=24781713)
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363 train 7.564112 (lr=7.7954e-04) (hash(x)=24720476)
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364 train 7.564489 (lr=7.7901e-04) (hash(x)=23481301)
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365 train 7.456219 (lr=7.7847e-04) (hash(x)=25641033)
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366 train 7.532192 (lr=7.7793e-04) (hash(x)=27369437)
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367 train 7.622892 (lr=7.7738e-04) (hash(x)=24760900)
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368 train 7.442381 (lr=7.7682e-04) (hash(x)=21692546)
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369 train 7.520278 (lr=7.7626e-04) (hash(x)=22720391)
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370 train 7.480254 (lr=7.7569e-04) (hash(x)=24376979)
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371 train 7.491879 (lr=7.7511e-04) (hash(x)=22244509)
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372 train 7.423918 (lr=7.7453e-04) (hash(x)=21831960)
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373 train 7.408247 (lr=7.7394e-04) (hash(x)=24921535)
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374 train 7.476384 (lr=7.7335e-04) (hash(x)=25381251)
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375 train 7.482609 (lr=7.7275e-04) (hash(x)=25687352)
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376 train 7.515439 (lr=7.7214e-04) (hash(x)=25221654)
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377 train 7.546837 (lr=7.7153e-04) (hash(x)=24469863)
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378 train 7.600894 (lr=7.7091e-04) (hash(x)=25291413)
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379 train 7.474998 (lr=7.7028e-04) (hash(x)=25744274)
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380 train 7.400367 (lr=7.6964e-04) (hash(x)=24246963)
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381 train 7.417056 (lr=7.6901e-04) (hash(x)=19724058)
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382 train 7.349379 (lr=7.6836e-04) (hash(x)=20705649)
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383 train 7.623726 (lr=7.6771e-04) (hash(x)=24938685)
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384 train 7.643369 (lr=7.6705e-04) (hash(x)=21707000)
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385 train 7.440569 (lr=7.6638e-04) (hash(x)=24948980)
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386 train 7.720186 (lr=7.6571e-04) (hash(x)=30773958)
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387 train 7.814635 (lr=7.6503e-04) (hash(x)=26769046)
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388 train 7.494871 (lr=7.6435e-04) (hash(x)=18849656)
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389 train 7.994859 (lr=7.6366e-04) (hash(x)=24624950)
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390 train 7.593480 (lr=7.6296e-04) (hash(x)=27299605)
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391 train 7.602159 (lr=7.6226e-04) (hash(x)=24113445)
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| 410 |
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392 train 7.569585 (lr=7.6155e-04) (hash(x)=32644465)
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| 411 |
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393 train 7.672410 (lr=7.6083e-04) (hash(x)=25829219)
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| 412 |
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394 train 7.510962 (lr=7.6011e-04) (hash(x)=25194550)
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| 413 |
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395 train 7.553936 (lr=7.5938e-04) (hash(x)=25941804)
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| 414 |
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396 train 7.549150 (lr=7.5865e-04) (hash(x)=24075727)
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397 train 7.606919 (lr=7.5791e-04) (hash(x)=23104539)
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398 train 7.550572 (lr=7.5716e-04) (hash(x)=23018983)
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| 417 |
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399 train 7.510014 (lr=7.5641e-04) (hash(x)=24422929)
|
| 418 |
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400 val loss 7.5561
|
| 419 |
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400 val perplexity 1912.4291
|
| 420 |
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400 train 7.517997 (lr=7.5565e-04) (hash(x)=23389696)
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| 421 |
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401 train 7.498629 (lr=7.5489e-04) (hash(x)=29102969)
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| 422 |
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402 train 7.645426 (lr=7.5412e-04) (hash(x)=28359859)
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403 train 7.651928 (lr=7.5334e-04) (hash(x)=24630955)
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404 train 7.675635 (lr=7.5256e-04) (hash(x)=22969113)
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| 425 |
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405 train 7.510665 (lr=7.5177e-04) (hash(x)=27004415)
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| 426 |
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406 train 7.432611 (lr=7.5097e-04) (hash(x)=22265063)
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| 427 |
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407 train 7.449023 (lr=7.5017e-04) (hash(x)=26905990)
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| 428 |
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408 train 7.508177 (lr=7.4937e-04) (hash(x)=24047679)
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| 429 |
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409 train 7.633502 (lr=7.4855e-04) (hash(x)=26905582)
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| 430 |
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410 train 7.393932 (lr=7.4773e-04) (hash(x)=29018970)
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411 train 7.443156 (lr=7.4691e-04) (hash(x)=24503315)
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| 432 |
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412 train 7.455684 (lr=7.4608e-04) (hash(x)=22607537)
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| 433 |
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413 train 8.129822 (lr=7.4524e-04) (hash(x)=26690225)
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414 train 7.597682 (lr=7.4440e-04) (hash(x)=24226255)
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415 train 7.540190 (lr=7.4355e-04) (hash(x)=23622702)
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| 436 |
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416 train 7.583941 (lr=7.4270e-04) (hash(x)=23910425)
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417 train 7.793859 (lr=7.4184e-04) (hash(x)=27213318)
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418 train 7.586904 (lr=7.4097e-04) (hash(x)=26701577)
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419 train 7.501926 (lr=7.4010e-04) (hash(x)=26216794)
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420 train 7.683312 (lr=7.3922e-04) (hash(x)=27579623)
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421 train 7.571878 (lr=7.3834e-04) (hash(x)=26086198)
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422 train 7.526848 (lr=7.3745e-04) (hash(x)=24863441)
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423 train 7.640356 (lr=7.3655e-04) (hash(x)=25236385)
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424 train 7.716364 (lr=7.3565e-04) (hash(x)=25330803)
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425 train 7.564563 (lr=7.3474e-04) (hash(x)=22508532)
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426 train 7.558948 (lr=7.3383e-04) (hash(x)=21799261)
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427 train 7.640644 (lr=7.3291e-04) (hash(x)=26311168)
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428 train 7.467375 (lr=7.3199e-04) (hash(x)=20977430)
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429 train 7.529807 (lr=7.3106e-04) (hash(x)=26941617)
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430 train 7.759141 (lr=7.3012e-04) (hash(x)=30008957)
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431 train 7.610386 (lr=7.2918e-04) (hash(x)=27125962)
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432 train 7.465990 (lr=7.2824e-04) (hash(x)=25888358)
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433 train 7.635141 (lr=7.2729e-04) (hash(x)=21725719)
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434 train 7.492973 (lr=7.2633e-04) (hash(x)=21669704)
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435 train 7.463477 (lr=7.2537e-04) (hash(x)=23166993)
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436 train 7.542214 (lr=7.2440e-04) (hash(x)=26235974)
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| 457 |
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437 train 7.720412 (lr=7.2342e-04) (hash(x)=25426430)
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| 458 |
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438 train 7.471004 (lr=7.2244e-04) (hash(x)=22966314)
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| 459 |
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439 train 7.616211 (lr=7.2146e-04) (hash(x)=23448505)
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| 460 |
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440 train 7.500141 (lr=7.2047e-04) (hash(x)=26330693)
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441 train 7.461365 (lr=7.1947e-04) (hash(x)=29550596)
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442 train 7.538635 (lr=7.1847e-04) (hash(x)=22124892)
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| 463 |
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443 train 7.562909 (lr=7.1747e-04) (hash(x)=25607640)
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| 464 |
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444 train 7.436483 (lr=7.1645e-04) (hash(x)=23795894)
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| 465 |
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445 train 7.342511 (lr=7.1544e-04) (hash(x)=24165449)
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| 466 |
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446 train 7.582679 (lr=7.1441e-04) (hash(x)=24697756)
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| 467 |
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447 train 7.641857 (lr=7.1339e-04) (hash(x)=27218899)
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| 468 |
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448 train 7.525071 (lr=7.1235e-04) (hash(x)=24748522)
|
| 469 |
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449 train 7.639192 (lr=7.1131e-04) (hash(x)=24965317)
|
| 470 |
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450 val loss 7.6418
|
| 471 |
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450 val perplexity 2083.5461
|
| 472 |
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450 train 7.424412 (lr=7.1027e-04) (hash(x)=22031210)
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| 473 |
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451 train 7.554656 (lr=7.0922e-04) (hash(x)=25877990)
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| 474 |
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452 train 7.596772 (lr=7.0817e-04) (hash(x)=24382381)
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| 475 |
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453 train 7.499175 (lr=7.0711e-04) (hash(x)=24551999)
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| 476 |
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454 train 7.595683 (lr=7.0604e-04) (hash(x)=25765516)
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| 477 |
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455 train 7.601314 (lr=7.0497e-04) (hash(x)=25204247)
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| 478 |
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456 train 7.656246 (lr=7.0390e-04) (hash(x)=26321813)
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| 479 |
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457 train 7.596511 (lr=7.0282e-04) (hash(x)=25528323)
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| 480 |
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458 train 7.598839 (lr=7.0173e-04) (hash(x)=25114729)
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| 481 |
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459 train 7.562001 (lr=7.0064e-04) (hash(x)=31341964)
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| 482 |
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460 train 7.627997 (lr=6.9955e-04) (hash(x)=26326024)
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| 483 |
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461 train 7.540641 (lr=6.9845e-04) (hash(x)=27273311)
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| 484 |
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462 train 7.534899 (lr=6.9734e-04) (hash(x)=17819313)
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| 485 |
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463 train 7.684968 (lr=6.9623e-04) (hash(x)=23769243)
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| 486 |
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464 train 7.652684 (lr=6.9512e-04) (hash(x)=23788738)
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| 487 |
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465 train 7.606667 (lr=6.9400e-04) (hash(x)=24818744)
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| 488 |
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466 train 7.523011 (lr=6.9287e-04) (hash(x)=23472795)
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| 489 |
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467 train 7.898815 (lr=6.9174e-04) (hash(x)=24991832)
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| 490 |
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468 train 7.667626 (lr=6.9061e-04) (hash(x)=22424066)
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| 491 |
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469 train 7.562103 (lr=6.8947e-04) (hash(x)=26474878)
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| 492 |
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470 train 7.647557 (lr=6.8832e-04) (hash(x)=22704349)
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471 train 7.589141 (lr=6.8717e-04) (hash(x)=22293673)
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472 train 7.620806 (lr=6.8602e-04) (hash(x)=21785487)
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473 train 7.622032 (lr=6.8486e-04) (hash(x)=25251063)
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474 train 7.532951 (lr=6.8370e-04) (hash(x)=22722211)
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475 train 7.585145 (lr=6.8253e-04) (hash(x)=24522269)
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476 train 7.552441 (lr=6.8136e-04) (hash(x)=23329475)
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477 train 7.584072 (lr=6.8018e-04) (hash(x)=24735165)
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478 train 7.413013 (lr=6.7900e-04) (hash(x)=27002892)
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479 train 7.461753 (lr=6.7781e-04) (hash(x)=23499349)
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480 train 7.767808 (lr=6.7662e-04) (hash(x)=22461589)
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481 train 7.542376 (lr=6.7542e-04) (hash(x)=26415040)
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| 504 |
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482 train 7.760121 (lr=6.7422e-04) (hash(x)=26349465)
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483 train 7.449440 (lr=6.7302e-04) (hash(x)=21596677)
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484 train 7.490698 (lr=6.7181e-04) (hash(x)=24117012)
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485 train 7.570382 (lr=6.7059e-04) (hash(x)=24105761)
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486 train 7.536638 (lr=6.6937e-04) (hash(x)=25725049)
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| 509 |
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487 train 7.386079 (lr=6.6815e-04) (hash(x)=22892776)
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| 510 |
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488 train 7.485522 (lr=6.6692e-04) (hash(x)=21630383)
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| 511 |
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489 train 7.532235 (lr=6.6569e-04) (hash(x)=24727094)
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| 512 |
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490 train 7.464844 (lr=6.6446e-04) (hash(x)=22835000)
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| 513 |
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491 train 7.623252 (lr=6.6322e-04) (hash(x)=22839049)
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492 train 7.476864 (lr=6.6197e-04) (hash(x)=20654136)
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| 515 |
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493 train 7.700920 (lr=6.6072e-04) (hash(x)=26776000)
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| 516 |
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494 train 7.338257 (lr=6.5947e-04) (hash(x)=22560658)
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| 517 |
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495 train 7.752440 (lr=6.5821e-04) (hash(x)=25995933)
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| 518 |
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496 train 7.658994 (lr=6.5695e-04) (hash(x)=24635394)
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497 train 7.768842 (lr=6.5568e-04) (hash(x)=27537228)
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498 train 7.710566 (lr=6.5441e-04) (hash(x)=26496730)
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| 521 |
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499 train 7.424687 (lr=6.5314e-04) (hash(x)=16533310)
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| 522 |
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500 val loss 7.6669
|
| 523 |
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500 val perplexity 2136.4832
|
| 524 |
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500 train 7.568194 (lr=6.5186e-04) (hash(x)=24881176)
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501 train 7.763610 (lr=6.5058e-04) (hash(x)=25593613)
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502 train 7.538302 (lr=6.4929e-04) (hash(x)=22886646)
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503 train 7.796624 (lr=6.4800e-04) (hash(x)=21407676)
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504 train 7.639430 (lr=6.4670e-04) (hash(x)=21720304)
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505 train 7.767704 (lr=6.4540e-04) (hash(x)=27263416)
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506 train 7.527770 (lr=6.4410e-04) (hash(x)=25840801)
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507 train 7.667857 (lr=6.4280e-04) (hash(x)=31424568)
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508 train 7.677245 (lr=6.4148e-04) (hash(x)=23403065)
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509 train 7.505692 (lr=6.4017e-04) (hash(x)=22656033)
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510 train 7.665759 (lr=6.3885e-04) (hash(x)=26869295)
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511 train 7.872464 (lr=6.3753e-04) (hash(x)=25504151)
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512 train 7.651931 (lr=6.3620e-04) (hash(x)=25781518)
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513 train 7.634694 (lr=6.3487e-04) (hash(x)=26432850)
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514 train 7.522344 (lr=6.3354e-04) (hash(x)=20155894)
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515 train 7.456902 (lr=6.3220e-04) (hash(x)=22270169)
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516 train 7.566882 (lr=6.3086e-04) (hash(x)=22108461)
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517 train 7.604220 (lr=6.2952e-04) (hash(x)=24802848)
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518 train 7.729218 (lr=6.2817e-04) (hash(x)=25086604)
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519 train 7.743475 (lr=6.2681e-04) (hash(x)=26983186)
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520 train 7.651695 (lr=6.2546e-04) (hash(x)=27208507)
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521 train 7.817132 (lr=6.2410e-04) (hash(x)=23862845)
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522 train 7.699908 (lr=6.2274e-04) (hash(x)=22664494)
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523 train 7.727138 (lr=6.2137e-04) (hash(x)=24092927)
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524 train 7.700470 (lr=6.2000e-04) (hash(x)=27213812)
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525 train 7.661048 (lr=6.1863e-04) (hash(x)=23929955)
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526 train 7.657619 (lr=6.1725e-04) (hash(x)=23025790)
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527 train 7.547294 (lr=6.1587e-04) (hash(x)=20452272)
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528 train 7.690085 (lr=6.1449e-04) (hash(x)=26473464)
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529 train 7.658860 (lr=6.1310e-04) (hash(x)=28276603)
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530 train 7.485226 (lr=6.1171e-04) (hash(x)=21480367)
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531 train 7.661448 (lr=6.1031e-04) (hash(x)=24658642)
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532 train 7.563164 (lr=6.0892e-04) (hash(x)=26854801)
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533 train 7.472210 (lr=6.0752e-04) (hash(x)=17862226)
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534 train 7.582506 (lr=6.0611e-04) (hash(x)=28519182)
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535 train 7.578450 (lr=6.0471e-04) (hash(x)=25193694)
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536 train 7.548943 (lr=6.0330e-04) (hash(x)=25642620)
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537 train 7.636295 (lr=6.0188e-04) (hash(x)=25765909)
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538 train 7.444387 (lr=6.0047e-04) (hash(x)=20750531)
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539 train 7.561673 (lr=5.9905e-04) (hash(x)=24917098)
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540 train 7.519141 (lr=5.9762e-04) (hash(x)=24499766)
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541 train 7.560224 (lr=5.9620e-04) (hash(x)=25067358)
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542 train 7.672600 (lr=5.9477e-04) (hash(x)=27479796)
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543 train 7.551093 (lr=5.9334e-04) (hash(x)=23136080)
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544 train 7.644979 (lr=5.9190e-04) (hash(x)=29810074)
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545 train 7.551685 (lr=5.9047e-04) (hash(x)=24765539)
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546 train 7.601232 (lr=5.8903e-04) (hash(x)=22216309)
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| 571 |
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547 train 7.520514 (lr=5.8758e-04) (hash(x)=20613861)
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| 572 |
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548 train 7.503346 (lr=5.8614e-04) (hash(x)=23462447)
|
| 573 |
+
549 train 7.563414 (lr=5.8469e-04) (hash(x)=26739455)
|
| 574 |
+
550 val loss 7.6622
|
| 575 |
+
550 val perplexity 2126.4092
|
| 576 |
+
550 train 7.621760 (lr=5.8323e-04) (hash(x)=23222996)
|
| 577 |
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551 train 7.621488 (lr=5.8178e-04) (hash(x)=26489285)
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| 578 |
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552 train 7.458960 (lr=5.8032e-04) (hash(x)=25185942)
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553 train 7.745366 (lr=5.7886e-04) (hash(x)=27476158)
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| 580 |
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554 train 7.555231 (lr=5.7740e-04) (hash(x)=23653175)
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| 581 |
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555 train 7.496541 (lr=5.7593e-04) (hash(x)=22405076)
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| 582 |
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556 train 7.535743 (lr=5.7447e-04) (hash(x)=25673545)
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| 583 |
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557 train 7.593813 (lr=5.7300e-04) (hash(x)=22675428)
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| 584 |
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558 train 7.698732 (lr=5.7152e-04) (hash(x)=28168456)
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| 585 |
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559 train 7.824698 (lr=5.7005e-04) (hash(x)=26072586)
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| 586 |
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560 train 7.614642 (lr=5.6857e-04) (hash(x)=24974331)
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| 587 |
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561 train 7.390826 (lr=5.6709e-04) (hash(x)=21951984)
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562 train 7.762730 (lr=5.6560e-04) (hash(x)=25403751)
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| 589 |
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563 train 7.583069 (lr=5.6412e-04) (hash(x)=26396012)
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| 590 |
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564 train 7.531212 (lr=5.6263e-04) (hash(x)=24827190)
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| 591 |
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565 train 7.636532 (lr=5.6114e-04) (hash(x)=24847458)
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566 train 7.622351 (lr=5.5965e-04) (hash(x)=22159088)
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567 train 7.580211 (lr=5.5815e-04) (hash(x)=22140034)
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568 train 7.588968 (lr=5.5666e-04) (hash(x)=19044797)
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569 train 7.519558 (lr=5.5516e-04) (hash(x)=23932794)
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570 train 7.616195 (lr=5.5365e-04) (hash(x)=25256890)
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| 597 |
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571 train 7.673284 (lr=5.5215e-04) (hash(x)=24161711)
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572 train 7.601187 (lr=5.5064e-04) (hash(x)=22036817)
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573 train 7.472616 (lr=5.4913e-04) (hash(x)=26663208)
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574 train 7.527707 (lr=5.4762e-04) (hash(x)=24072213)
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575 train 7.522589 (lr=5.4611e-04) (hash(x)=22766044)
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576 train 7.641778 (lr=5.4460e-04) (hash(x)=27871153)
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577 train 7.584463 (lr=5.4308e-04) (hash(x)=24037280)
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578 train 7.705688 (lr=5.4156e-04) (hash(x)=24121850)
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579 train 7.561292 (lr=5.4004e-04) (hash(x)=24380031)
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580 train 7.516613 (lr=5.3852e-04) (hash(x)=23055215)
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581 train 7.731693 (lr=5.3699e-04) (hash(x)=25329724)
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582 train 7.502999 (lr=5.3547e-04) (hash(x)=25662408)
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| 609 |
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583 train 7.604637 (lr=5.3394e-04) (hash(x)=26346814)
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584 train 7.704065 (lr=5.3241e-04) (hash(x)=25283256)
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| 611 |
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585 train 7.522517 (lr=5.3088e-04) (hash(x)=24021771)
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586 train 7.531789 (lr=5.2934e-04) (hash(x)=23576840)
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587 train 7.664512 (lr=5.2781e-04) (hash(x)=26414858)
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| 614 |
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588 train 7.465583 (lr=5.2627e-04) (hash(x)=20099261)
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| 615 |
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589 train 7.462104 (lr=5.2473e-04) (hash(x)=22453718)
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| 616 |
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590 train 7.415373 (lr=5.2319e-04) (hash(x)=22529445)
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| 617 |
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591 train 7.500037 (lr=5.2165e-04) (hash(x)=24484543)
|
| 618 |
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592 train 7.437870 (lr=5.2011e-04) (hash(x)=24043998)
|
| 619 |
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593 train 7.574516 (lr=5.1856e-04) (hash(x)=24301906)
|
| 620 |
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594 train 7.526821 (lr=5.1702e-04) (hash(x)=26328881)
|
| 621 |
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595 train 7.558410 (lr=5.1547e-04) (hash(x)=23101508)
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| 622 |
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596 train 7.534391 (lr=5.1392e-04) (hash(x)=23527176)
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| 623 |
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597 train 7.974708 (lr=5.1237e-04) (hash(x)=22705673)
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| 624 |
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598 train 7.568842 (lr=5.1082e-04) (hash(x)=28664796)
|
| 625 |
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599 train 7.670704 (lr=5.0926e-04) (hash(x)=27102890)
|
| 626 |
+
600 val loss 7.6226
|
| 627 |
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600 val perplexity 2043.8217
|
| 628 |
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600 train 7.751816 (lr=5.0771e-04) (hash(x)=26787259)
|
| 629 |
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601 train 7.785450 (lr=5.0615e-04) (hash(x)=23396088)
|
| 630 |
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602 train 7.535449 (lr=5.0459e-04) (hash(x)=24911831)
|
| 631 |
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603 train 7.554314 (lr=5.0303e-04) (hash(x)=23453491)
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| 632 |
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604 train 7.599481 (lr=5.0147e-04) (hash(x)=23453396)
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| 633 |
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605 train 7.690997 (lr=4.9991e-04) (hash(x)=23869612)
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| 634 |
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606 train 7.758685 (lr=4.9835e-04) (hash(x)=26581590)
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| 635 |
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607 train 7.594559 (lr=4.9679e-04) (hash(x)=28056342)
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| 636 |
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608 train 7.638861 (lr=4.9522e-04) (hash(x)=25900866)
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| 637 |
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609 train 7.676452 (lr=4.9366e-04) (hash(x)=24549177)
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| 638 |
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610 train 7.608613 (lr=4.9209e-04) (hash(x)=28239583)
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| 639 |
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611 train 7.612027 (lr=4.9052e-04) (hash(x)=23223554)
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| 640 |
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612 train 7.677086 (lr=4.8895e-04) (hash(x)=24793480)
|
| 641 |
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613 train 7.608883 (lr=4.8738e-04) (hash(x)=25415570)
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| 642 |
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614 train 7.648485 (lr=4.8581e-04) (hash(x)=24425760)
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| 643 |
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615 train 7.734621 (lr=4.8424e-04) (hash(x)=23707134)
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| 644 |
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616 train 7.663237 (lr=4.8267e-04) (hash(x)=28321697)
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| 645 |
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617 train 7.608747 (lr=4.8109e-04) (hash(x)=23434031)
|
| 646 |
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618 train 7.594747 (lr=4.7952e-04) (hash(x)=27003481)
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| 647 |
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619 train 7.553249 (lr=4.7795e-04) (hash(x)=22236893)
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| 648 |
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620 train 7.612430 (lr=4.7637e-04) (hash(x)=26857458)
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| 649 |
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621 train 7.606282 (lr=4.7479e-04) (hash(x)=26413122)
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622 train 7.854669 (lr=4.7322e-04) (hash(x)=27696537)
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623 train 7.633525 (lr=4.7164e-04) (hash(x)=21950234)
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624 train 7.656473 (lr=4.7006e-04) (hash(x)=24051952)
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625 train 7.650985 (lr=4.6848e-04) (hash(x)=24029939)
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626 train 7.742830 (lr=4.6690e-04) (hash(x)=24393346)
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627 train 7.711442 (lr=4.6532e-04) (hash(x)=26985352)
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| 656 |
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628 train 7.441906 (lr=4.6374e-04) (hash(x)=19493265)
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| 657 |
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629 train 7.541669 (lr=4.6216e-04) (hash(x)=23944010)
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| 658 |
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630 train 7.740088 (lr=4.6058e-04) (hash(x)=21517435)
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| 659 |
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631 train 7.509793 (lr=4.5900e-04) (hash(x)=25025868)
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632 train 7.543462 (lr=4.5742e-04) (hash(x)=22940997)
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633 train 7.676443 (lr=4.5583e-04) (hash(x)=25864840)
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634 train 7.578753 (lr=4.5425e-04) (hash(x)=24682151)
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635 train 7.516493 (lr=4.5267e-04) (hash(x)=27055330)
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636 train 7.567687 (lr=4.5109e-04) (hash(x)=22705710)
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| 665 |
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637 train 7.651609 (lr=4.4950e-04) (hash(x)=26775238)
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| 666 |
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638 train 7.751189 (lr=4.4792e-04) (hash(x)=21734331)
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| 667 |
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639 train 7.547499 (lr=4.4634e-04) (hash(x)=25693442)
|
| 668 |
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640 train 7.615499 (lr=4.4475e-04) (hash(x)=25290454)
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| 669 |
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641 train 7.587174 (lr=4.4317e-04) (hash(x)=25699860)
|
| 670 |
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642 train 7.748094 (lr=4.4158e-04) (hash(x)=19919115)
|
| 671 |
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643 train 7.799127 (lr=4.4000e-04) (hash(x)=25586967)
|
| 672 |
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644 train 7.585311 (lr=4.3842e-04) (hash(x)=25373506)
|
| 673 |
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645 train 7.593597 (lr=4.3683e-04) (hash(x)=26496148)
|
| 674 |
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646 train 7.651932 (lr=4.3525e-04) (hash(x)=27395083)
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| 675 |
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647 train 7.822460 (lr=4.3366e-04) (hash(x)=27389709)
|
| 676 |
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648 train 7.719601 (lr=4.3208e-04) (hash(x)=29172968)
|
| 677 |
+
649 train 7.657162 (lr=4.3050e-04) (hash(x)=25464920)
|
| 678 |
+
650 val loss 7.6180
|
| 679 |
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650 val perplexity 2034.4338
|
| 680 |
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650 train 7.686028 (lr=4.2891e-04) (hash(x)=25992320)
|
| 681 |
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651 train 7.656298 (lr=4.2733e-04) (hash(x)=24949509)
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| 682 |
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652 train 7.682298 (lr=4.2575e-04) (hash(x)=25615151)
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| 683 |
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653 train 7.672678 (lr=4.2417e-04) (hash(x)=27923548)
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| 684 |
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654 train 7.699358 (lr=4.2258e-04) (hash(x)=26387848)
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655 train 7.619361 (lr=4.2100e-04) (hash(x)=22863518)
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| 686 |
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656 train 7.575901 (lr=4.1942e-04) (hash(x)=20869581)
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| 687 |
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657 train 7.727091 (lr=4.1784e-04) (hash(x)=18133606)
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| 688 |
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658 train 7.624393 (lr=4.1626e-04) (hash(x)=28736122)
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| 689 |
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659 train 7.587476 (lr=4.1468e-04) (hash(x)=25528329)
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| 690 |
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660 train 7.652987 (lr=4.1310e-04) (hash(x)=24020765)
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661 train 7.686389 (lr=4.1152e-04) (hash(x)=27792245)
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662 train 7.706572 (lr=4.0994e-04) (hash(x)=28287635)
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663 train 7.455310 (lr=4.0836e-04) (hash(x)=20951206)
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| 694 |
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664 train 7.526803 (lr=4.0678e-04) (hash(x)=22356452)
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| 695 |
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665 train 7.600543 (lr=4.0521e-04) (hash(x)=24385170)
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| 696 |
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666 train 7.673573 (lr=4.0363e-04) (hash(x)=23455854)
|
| 697 |
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667 train 7.648390 (lr=4.0205e-04) (hash(x)=21589405)
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| 698 |
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668 train 7.632666 (lr=4.0048e-04) (hash(x)=24698150)
|
| 699 |
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669 train 7.635265 (lr=3.9891e-04) (hash(x)=28010836)
|
| 700 |
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670 train 7.763627 (lr=3.9733e-04) (hash(x)=25427381)
|
| 701 |
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671 train 7.708281 (lr=3.9576e-04) (hash(x)=27478557)
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| 702 |
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672 train 7.654237 (lr=3.9419e-04) (hash(x)=23865569)
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| 703 |
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673 train 7.712451 (lr=3.9262e-04) (hash(x)=23407132)
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| 704 |
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674 train 7.596667 (lr=3.9105e-04) (hash(x)=20253664)
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675 train 7.575116 (lr=3.8948e-04) (hash(x)=21087928)
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676 train 7.674585 (lr=3.8791e-04) (hash(x)=25957589)
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677 train 7.604998 (lr=3.8634e-04) (hash(x)=27008610)
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| 708 |
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678 train 7.682994 (lr=3.8478e-04) (hash(x)=27580265)
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| 709 |
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679 train 7.695330 (lr=3.8321e-04) (hash(x)=24244798)
|
| 710 |
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680 train 7.593230 (lr=3.8165e-04) (hash(x)=24535871)
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| 711 |
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681 train 7.686321 (lr=3.8009e-04) (hash(x)=27558681)
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682 train 7.572512 (lr=3.7853e-04) (hash(x)=21152793)
|
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683 train 7.537177 (lr=3.7697e-04) (hash(x)=28147005)
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| 714 |
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684 train 7.637247 (lr=3.7541e-04) (hash(x)=21933180)
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| 715 |
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685 train 7.615443 (lr=3.7385e-04) (hash(x)=24735895)
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686 train 7.647284 (lr=3.7229e-04) (hash(x)=26209948)
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687 train 7.634003 (lr=3.7074e-04) (hash(x)=23358313)
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| 718 |
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688 train 7.584732 (lr=3.6918e-04) (hash(x)=22398001)
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| 719 |
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689 train 7.511104 (lr=3.6763e-04) (hash(x)=23724957)
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| 720 |
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690 train 7.571434 (lr=3.6608e-04) (hash(x)=23083514)
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| 721 |
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691 train 7.442668 (lr=3.6453e-04) (hash(x)=16016924)
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| 722 |
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692 train 7.698529 (lr=3.6298e-04) (hash(x)=27173674)
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| 723 |
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693 train 7.501496 (lr=3.6144e-04) (hash(x)=28056250)
|
| 724 |
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694 train 7.620018 (lr=3.5989e-04) (hash(x)=22233617)
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| 725 |
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695 train 7.699221 (lr=3.5835e-04) (hash(x)=23777908)
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| 726 |
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696 train 7.669135 (lr=3.5681e-04) (hash(x)=27842849)
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| 727 |
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697 train 7.662814 (lr=3.5527e-04) (hash(x)=23711679)
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| 728 |
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698 train 7.508156 (lr=3.5373e-04) (hash(x)=17204843)
|
| 729 |
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699 train 7.817569 (lr=3.5219e-04) (hash(x)=23909800)
|
| 730 |
+
700 val loss 7.6042
|
| 731 |
+
700 val perplexity 2006.7043
|
| 732 |
+
700 train 7.657484 (lr=3.5066e-04) (hash(x)=25033286)
|
| 733 |
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701 train 7.923980 (lr=3.4912e-04) (hash(x)=23608371)
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| 734 |
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702 train 7.728893 (lr=3.4759e-04) (hash(x)=23654625)
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| 735 |
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703 train 7.583189 (lr=3.4606e-04) (hash(x)=22633313)
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| 736 |
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704 train 7.628647 (lr=3.4453e-04) (hash(x)=24267011)
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| 737 |
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705 train 7.586051 (lr=3.4301e-04) (hash(x)=23449416)
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| 738 |
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706 train 7.802535 (lr=3.4148e-04) (hash(x)=28527906)
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| 739 |
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707 train 7.519048 (lr=3.3996e-04) (hash(x)=21189075)
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708 train 7.549572 (lr=3.3844e-04) (hash(x)=25278645)
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709 train 8.036489 (lr=3.3692e-04) (hash(x)=23654290)
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710 train 7.574094 (lr=3.3540e-04) (hash(x)=24571139)
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711 train 7.648633 (lr=3.3389e-04) (hash(x)=26203172)
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712 train 7.594803 (lr=3.3238e-04) (hash(x)=19623503)
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713 train 7.593645 (lr=3.3087e-04) (hash(x)=23970545)
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714 train 7.749001 (lr=3.2936e-04) (hash(x)=25724900)
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| 747 |
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715 train 7.676687 (lr=3.2785e-04) (hash(x)=23245421)
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| 748 |
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716 train 7.639895 (lr=3.2635e-04) (hash(x)=24087537)
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717 train 7.556362 (lr=3.2484e-04) (hash(x)=25549646)
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718 train 7.621048 (lr=3.2334e-04) (hash(x)=26406563)
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719 train 7.683167 (lr=3.2185e-04) (hash(x)=23972429)
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720 train 7.716583 (lr=3.2035e-04) (hash(x)=26378040)
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721 train 7.590287 (lr=3.1886e-04) (hash(x)=24618531)
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| 754 |
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722 train 7.617709 (lr=3.1737e-04) (hash(x)=20135714)
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723 train 7.720834 (lr=3.1588e-04) (hash(x)=26490981)
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724 train 7.738691 (lr=3.1440e-04) (hash(x)=23927567)
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| 757 |
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725 train 7.606580 (lr=3.1291e-04) (hash(x)=27943609)
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726 train 7.645923 (lr=3.1143e-04) (hash(x)=22962561)
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727 train 7.667097 (lr=3.0995e-04) (hash(x)=24772257)
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728 train 7.621945 (lr=3.0848e-04) (hash(x)=25539761)
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| 761 |
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729 train 7.741674 (lr=3.0700e-04) (hash(x)=23316262)
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730 train 7.557631 (lr=3.0553e-04) (hash(x)=23857558)
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| 763 |
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731 train 7.724688 (lr=3.0407e-04) (hash(x)=30252690)
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| 764 |
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732 train 7.762346 (lr=3.0260e-04) (hash(x)=30590162)
|
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733 train 7.671602 (lr=3.0114e-04) (hash(x)=25015721)
|
| 766 |
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734 train 7.726585 (lr=2.9968e-04) (hash(x)=28639679)
|
| 767 |
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735 train 7.643742 (lr=2.9822e-04) (hash(x)=26199058)
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| 768 |
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736 train 7.689322 (lr=2.9677e-04) (hash(x)=28907461)
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737 train 7.669342 (lr=2.9531e-04) (hash(x)=26466915)
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738 train 7.738862 (lr=2.9386e-04) (hash(x)=20332613)
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739 train 7.632781 (lr=2.9242e-04) (hash(x)=26766470)
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740 train 7.601734 (lr=2.9097e-04) (hash(x)=26722145)
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741 train 7.635471 (lr=2.8953e-04) (hash(x)=21222489)
|
| 774 |
+
742 train 7.765924 (lr=2.8810e-04) (hash(x)=24662435)
|
| 775 |
+
743 train 7.587499 (lr=2.8666e-04) (hash(x)=24308927)
|
| 776 |
+
744 train 7.550857 (lr=2.8523e-04) (hash(x)=28442502)
|
| 777 |
+
745 train 7.601732 (lr=2.8380e-04) (hash(x)=22810435)
|
| 778 |
+
746 train 7.704366 (lr=2.8238e-04) (hash(x)=30486518)
|
| 779 |
+
747 train 7.683333 (lr=2.8095e-04) (hash(x)=22688712)
|
| 780 |
+
748 train 7.619670 (lr=2.7953e-04) (hash(x)=20712962)
|
| 781 |
+
749 train 7.514622 (lr=2.7812e-04) (hash(x)=27490086)
|
| 782 |
+
750 val loss 7.6082
|
| 783 |
+
750 val perplexity 2014.6813
|
| 784 |
+
750 train 7.499670 (lr=2.7670e-04) (hash(x)=23973908)
|
| 785 |
+
751 train 7.669379 (lr=2.7529e-04) (hash(x)=29132401)
|
| 786 |
+
752 train 7.615711 (lr=2.7389e-04) (hash(x)=27386700)
|
| 787 |
+
753 train 7.671254 (lr=2.7248e-04) (hash(x)=24268614)
|
| 788 |
+
754 train 7.686059 (lr=2.7108e-04) (hash(x)=27378387)
|
| 789 |
+
755 train 7.520214 (lr=2.6969e-04) (hash(x)=22529400)
|
| 790 |
+
756 train 7.597469 (lr=2.6829e-04) (hash(x)=27586989)
|
| 791 |
+
757 train 7.539778 (lr=2.6690e-04) (hash(x)=22336349)
|
| 792 |
+
758 train 7.577286 (lr=2.6551e-04) (hash(x)=26147854)
|
| 793 |
+
759 train 7.659555 (lr=2.6413e-04) (hash(x)=25346788)
|
| 794 |
+
760 train 7.732388 (lr=2.6275e-04) (hash(x)=25956855)
|
| 795 |
+
761 train 7.676356 (lr=2.6137e-04) (hash(x)=24367780)
|
| 796 |
+
762 train 7.572974 (lr=2.6000e-04) (hash(x)=26084462)
|
| 797 |
+
763 train 7.639929 (lr=2.5863e-04) (hash(x)=26702459)
|
| 798 |
+
764 train 7.582914 (lr=2.5726e-04) (hash(x)=25717976)
|
| 799 |
+
765 train 7.550413 (lr=2.5590e-04) (hash(x)=22141366)
|
| 800 |
+
766 train 7.737177 (lr=2.5454e-04) (hash(x)=24652423)
|
| 801 |
+
767 train 7.657237 (lr=2.5319e-04) (hash(x)=30911699)
|
| 802 |
+
768 train 7.644424 (lr=2.5183e-04) (hash(x)=22076954)
|
| 803 |
+
769 train 7.816966 (lr=2.5048e-04) (hash(x)=21586769)
|
| 804 |
+
770 train 7.656290 (lr=2.4914e-04) (hash(x)=21994337)
|
| 805 |
+
771 train 7.610101 (lr=2.4780e-04) (hash(x)=25454145)
|
| 806 |
+
772 train 7.679800 (lr=2.4646e-04) (hash(x)=23239550)
|
| 807 |
+
773 train 7.707846 (lr=2.4513e-04) (hash(x)=23565926)
|
| 808 |
+
774 train 7.581442 (lr=2.4380e-04) (hash(x)=24705563)
|
| 809 |
+
775 train 7.667150 (lr=2.4247e-04) (hash(x)=27671095)
|
| 810 |
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776 train 7.777799 (lr=2.4115e-04) (hash(x)=26254303)
|
| 811 |
+
777 train 7.559124 (lr=2.3983e-04) (hash(x)=27454020)
|
| 812 |
+
778 train 7.556102 (lr=2.3852e-04) (hash(x)=24394565)
|
| 813 |
+
779 train 7.498204 (lr=2.3720e-04) (hash(x)=21780199)
|
| 814 |
+
780 train 7.582950 (lr=2.3590e-04) (hash(x)=28296896)
|
| 815 |
+
781 train 7.690670 (lr=2.3460e-04) (hash(x)=26766303)
|
| 816 |
+
782 train 7.568882 (lr=2.3330e-04) (hash(x)=21599973)
|
| 817 |
+
783 train 7.844289 (lr=2.3200e-04) (hash(x)=24969360)
|
| 818 |
+
784 train 7.790802 (lr=2.3071e-04) (hash(x)=24382006)
|
| 819 |
+
785 train 7.513860 (lr=2.2942e-04) (hash(x)=22009299)
|
| 820 |
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786 train 7.386002 (lr=2.2814e-04) (hash(x)=22376569)
|
| 821 |
+
787 train 7.543223 (lr=2.2686e-04) (hash(x)=28166843)
|
| 822 |
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788 train 7.780671 (lr=2.2559e-04) (hash(x)=28230119)
|
| 823 |
+
789 train 7.754766 (lr=2.2432e-04) (hash(x)=26207465)
|
| 824 |
+
790 train 7.812477 (lr=2.2305e-04) (hash(x)=24748118)
|
| 825 |
+
791 train 7.753173 (lr=2.2179e-04) (hash(x)=27033802)
|
| 826 |
+
792 train 7.681068 (lr=2.2053e-04) (hash(x)=28788047)
|
| 827 |
+
793 train 7.567931 (lr=2.1928e-04) (hash(x)=22185099)
|
| 828 |
+
794 train 7.732545 (lr=2.1803e-04) (hash(x)=21585136)
|
| 829 |
+
795 train 7.566338 (lr=2.1678e-04) (hash(x)=27691968)
|
| 830 |
+
796 train 7.594959 (lr=2.1554e-04) (hash(x)=23706103)
|
| 831 |
+
797 train 7.457735 (lr=2.1431e-04) (hash(x)=27918030)
|
| 832 |
+
798 train 7.661190 (lr=2.1308e-04) (hash(x)=23127886)
|
| 833 |
+
799 train 7.679038 (lr=2.1185e-04) (hash(x)=26197070)
|
| 834 |
+
800 val loss 7.5987
|
| 835 |
+
800 val perplexity 1995.6077
|
| 836 |
+
800 train 7.721543 (lr=2.1063e-04) (hash(x)=26463005)
|
| 837 |
+
801 train 7.623165 (lr=2.0941e-04) (hash(x)=19160134)
|
| 838 |
+
802 train 7.574898 (lr=2.0819e-04) (hash(x)=23699136)
|
| 839 |
+
803 train 7.641213 (lr=2.0698e-04) (hash(x)=25353051)
|
| 840 |
+
804 train 7.568929 (lr=2.0578e-04) (hash(x)=21558484)
|
| 841 |
+
805 train 7.501099 (lr=2.0458e-04) (hash(x)=22828380)
|
| 842 |
+
806 train 7.615319 (lr=2.0338e-04) (hash(x)=24623811)
|
| 843 |
+
807 train 7.767680 (lr=2.0219e-04) (hash(x)=25410299)
|
| 844 |
+
808 train 7.648706 (lr=2.0100e-04) (hash(x)=26046091)
|
| 845 |
+
809 train 7.767862 (lr=1.9982e-04) (hash(x)=29887482)
|
| 846 |
+
810 train 7.517380 (lr=1.9864e-04) (hash(x)=21809706)
|
| 847 |
+
811 train 7.630578 (lr=1.9747e-04) (hash(x)=23712872)
|
| 848 |
+
812 train 7.571935 (lr=1.9630e-04) (hash(x)=25875103)
|
| 849 |
+
813 train 7.513557 (lr=1.9514e-04) (hash(x)=23736441)
|
| 850 |
+
814 train 7.598577 (lr=1.9398e-04) (hash(x)=25093883)
|
| 851 |
+
815 train 7.549140 (lr=1.9283e-04) (hash(x)=23692325)
|
| 852 |
+
816 train 7.427201 (lr=1.9168e-04) (hash(x)=23061082)
|
| 853 |
+
817 train 7.601085 (lr=1.9053e-04) (hash(x)=26094253)
|
| 854 |
+
818 train 7.711091 (lr=1.8939e-04) (hash(x)=27327886)
|
| 855 |
+
819 train 7.574717 (lr=1.8826e-04) (hash(x)=26186143)
|
| 856 |
+
820 train 7.572273 (lr=1.8713e-04) (hash(x)=25336043)
|
| 857 |
+
821 train 7.634582 (lr=1.8600e-04) (hash(x)=22811468)
|
| 858 |
+
822 train 7.606449 (lr=1.8488e-04) (hash(x)=27925831)
|
| 859 |
+
823 train 7.695093 (lr=1.8377e-04) (hash(x)=35528108)
|
| 860 |
+
824 train 7.695332 (lr=1.8266e-04) (hash(x)=24949421)
|
| 861 |
+
825 train 7.481486 (lr=1.8155e-04) (hash(x)=22845735)
|
| 862 |
+
826 train 7.587382 (lr=1.8045e-04) (hash(x)=28138281)
|
| 863 |
+
827 train 7.649101 (lr=1.7936e-04) (hash(x)=29038360)
|
| 864 |
+
828 train 7.596130 (lr=1.7827e-04) (hash(x)=22827903)
|
| 865 |
+
829 train 7.677898 (lr=1.7718e-04) (hash(x)=24647015)
|
| 866 |
+
830 train 7.568243 (lr=1.7610e-04) (hash(x)=20477804)
|
| 867 |
+
831 train 7.550918 (lr=1.7503e-04) (hash(x)=26692640)
|
| 868 |
+
832 train 7.614859 (lr=1.7396e-04) (hash(x)=27388794)
|
| 869 |
+
833 train 7.846033 (lr=1.7289e-04) (hash(x)=25265875)
|
| 870 |
+
834 train 7.544761 (lr=1.7183e-04) (hash(x)=21841888)
|
| 871 |
+
835 train 7.619591 (lr=1.7078e-04) (hash(x)=19809196)
|
| 872 |
+
836 train 7.693951 (lr=1.6973e-04) (hash(x)=23007945)
|
| 873 |
+
837 train 7.634729 (lr=1.6869e-04) (hash(x)=24079409)
|
| 874 |
+
838 train 7.535986 (lr=1.6765e-04) (hash(x)=25874533)
|
| 875 |
+
839 train 7.521673 (lr=1.6661e-04) (hash(x)=23660106)
|
| 876 |
+
840 train 7.928670 (lr=1.6559e-04) (hash(x)=41821329)
|
| 877 |
+
841 train 7.586507 (lr=1.6456e-04) (hash(x)=25763899)
|
| 878 |
+
842 train 7.432256 (lr=1.6355e-04) (hash(x)=28584111)
|
| 879 |
+
843 train 7.860564 (lr=1.6253e-04) (hash(x)=25559887)
|
| 880 |
+
844 train 7.687017 (lr=1.6153e-04) (hash(x)=26886377)
|
| 881 |
+
845 train 7.646035 (lr=1.6053e-04) (hash(x)=26461895)
|
| 882 |
+
846 train 7.681071 (lr=1.5953e-04) (hash(x)=23018827)
|
| 883 |
+
847 train 7.508821 (lr=1.5854e-04) (hash(x)=24375035)
|
| 884 |
+
848 train 7.638976 (lr=1.5756e-04) (hash(x)=26431670)
|
| 885 |
+
849 train 7.539228 (lr=1.5658e-04) (hash(x)=25033511)
|
| 886 |
+
850 val loss 7.6019
|
| 887 |
+
850 val perplexity 2002.0574
|
| 888 |
+
850 train 7.649432 (lr=1.5560e-04) (hash(x)=25602577)
|
| 889 |
+
851 train 7.581991 (lr=1.5463e-04) (hash(x)=23316582)
|
| 890 |
+
852 train 7.692994 (lr=1.5367e-04) (hash(x)=22470095)
|
| 891 |
+
853 train 7.575059 (lr=1.5271e-04) (hash(x)=25089202)
|
| 892 |
+
854 train 7.546660 (lr=1.5176e-04) (hash(x)=26243247)
|
| 893 |
+
855 train 7.589221 (lr=1.5082e-04) (hash(x)=22231144)
|
| 894 |
+
856 train 7.518424 (lr=1.4988e-04) (hash(x)=27646564)
|
| 895 |
+
857 train 7.662960 (lr=1.4894e-04) (hash(x)=23889875)
|
| 896 |
+
858 train 7.591718 (lr=1.4801e-04) (hash(x)=25255240)
|
| 897 |
+
859 train 7.694792 (lr=1.4709e-04) (hash(x)=23883299)
|
| 898 |
+
860 train 7.675210 (lr=1.4617e-04) (hash(x)=18463841)
|
| 899 |
+
861 train 7.683481 (lr=1.4526e-04) (hash(x)=30657762)
|
| 900 |
+
862 train 7.580599 (lr=1.4435e-04) (hash(x)=25288079)
|
| 901 |
+
863 train 7.609830 (lr=1.4345e-04) (hash(x)=28979310)
|
| 902 |
+
864 train 7.787637 (lr=1.4255e-04) (hash(x)=30254991)
|
| 903 |
+
865 train 7.654351 (lr=1.4166e-04) (hash(x)=27274653)
|
| 904 |
+
866 train 7.639599 (lr=1.4078e-04) (hash(x)=23026066)
|
| 905 |
+
867 train 7.614757 (lr=1.3990e-04) (hash(x)=14001963)
|
| 906 |
+
868 train 7.527188 (lr=1.3903e-04) (hash(x)=21988054)
|
| 907 |
+
869 train 7.599045 (lr=1.3816e-04) (hash(x)=26241099)
|
| 908 |
+
870 train 7.669240 (lr=1.3730e-04) (hash(x)=26209722)
|
| 909 |
+
871 train 7.563887 (lr=1.3645e-04) (hash(x)=26928312)
|
| 910 |
+
872 train 7.618113 (lr=1.3560e-04) (hash(x)=23563272)
|
| 911 |
+
873 train 7.558492 (lr=1.3476e-04) (hash(x)=25704828)
|
| 912 |
+
874 train 7.787706 (lr=1.3392e-04) (hash(x)=22498992)
|
| 913 |
+
875 train 7.984493 (lr=1.3309e-04) (hash(x)=22895918)
|
| 914 |
+
876 train 7.545657 (lr=1.3227e-04) (hash(x)=24404283)
|
| 915 |
+
877 train 7.578594 (lr=1.3145e-04) (hash(x)=26663932)
|
| 916 |
+
878 train 7.689528 (lr=1.3063e-04) (hash(x)=22805316)
|
| 917 |
+
879 train 7.658391 (lr=1.2983e-04) (hash(x)=23344466)
|
| 918 |
+
880 train 7.611262 (lr=1.2903e-04) (hash(x)=20966940)
|
| 919 |
+
881 train 7.608794 (lr=1.2823e-04) (hash(x)=27422664)
|
| 920 |
+
882 train 7.658308 (lr=1.2744e-04) (hash(x)=22116510)
|
| 921 |
+
883 train 7.554638 (lr=1.2666e-04) (hash(x)=27269633)
|
| 922 |
+
884 train 7.632807 (lr=1.2588e-04) (hash(x)=27157711)
|
| 923 |
+
885 train 7.628246 (lr=1.2511e-04) (hash(x)=22774645)
|
| 924 |
+
886 train 7.562450 (lr=1.2435e-04) (hash(x)=22143146)
|
| 925 |
+
887 train 7.594866 (lr=1.2359e-04) (hash(x)=22356438)
|
| 926 |
+
888 train 7.364458 (lr=1.2284e-04) (hash(x)=23172158)
|
| 927 |
+
889 train 7.604044 (lr=1.2209e-04) (hash(x)=26971690)
|
| 928 |
+
890 train 7.640532 (lr=1.2135e-04) (hash(x)=24851922)
|
| 929 |
+
891 train 7.488728 (lr=1.2062e-04) (hash(x)=21017641)
|
| 930 |
+
892 train 7.600739 (lr=1.1989e-04) (hash(x)=28186957)
|
| 931 |
+
893 train 7.625137 (lr=1.1917e-04) (hash(x)=25661082)
|
| 932 |
+
894 train 7.531492 (lr=1.1845e-04) (hash(x)=25462781)
|
| 933 |
+
895 train 7.500123 (lr=1.1774e-04) (hash(x)=21774374)
|
| 934 |
+
896 train 7.506494 (lr=1.1704e-04) (hash(x)=23657055)
|
| 935 |
+
897 train 7.509987 (lr=1.1634e-04) (hash(x)=23604050)
|
| 936 |
+
898 train 7.931087 (lr=1.1565e-04) (hash(x)=31534071)
|
| 937 |
+
899 train 7.751813 (lr=1.1497e-04) (hash(x)=24183732)
|
| 938 |
+
900 val loss 7.5948
|
| 939 |
+
900 val perplexity 1987.7488
|
| 940 |
+
900 train 7.611561 (lr=1.1429e-04) (hash(x)=23384280)
|
| 941 |
+
901 train 7.495098 (lr=1.1362e-04) (hash(x)=21975928)
|
| 942 |
+
902 train 7.494906 (lr=1.1295e-04) (hash(x)=25281674)
|
| 943 |
+
903 train 7.477794 (lr=1.1229e-04) (hash(x)=22947712)
|
| 944 |
+
904 train 7.567415 (lr=1.1164e-04) (hash(x)=24853977)
|
| 945 |
+
905 train 7.592305 (lr=1.1099e-04) (hash(x)=23696470)
|
| 946 |
+
906 train 7.587409 (lr=1.1036e-04) (hash(x)=27489711)
|
| 947 |
+
907 train 7.528471 (lr=1.0972e-04) (hash(x)=28050163)
|
| 948 |
+
908 train 7.436489 (lr=1.0909e-04) (hash(x)=26996807)
|
| 949 |
+
909 train 7.785674 (lr=1.0847e-04) (hash(x)=28626495)
|
| 950 |
+
910 train 7.522654 (lr=1.0786e-04) (hash(x)=24783242)
|
| 951 |
+
911 train 7.558923 (lr=1.0725e-04) (hash(x)=25832479)
|
| 952 |
+
912 train 7.412366 (lr=1.0665e-04) (hash(x)=23522137)
|
| 953 |
+
913 train 7.698617 (lr=1.0606e-04) (hash(x)=26731973)
|
| 954 |
+
914 train 7.748580 (lr=1.0547e-04) (hash(x)=26019142)
|
| 955 |
+
915 train 7.565815 (lr=1.0489e-04) (hash(x)=25081877)
|
| 956 |
+
916 train 7.653770 (lr=1.0431e-04) (hash(x)=23843571)
|
| 957 |
+
917 train 7.679042 (lr=1.0374e-04) (hash(x)=26805739)
|
| 958 |
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918 train 7.595867 (lr=1.0318e-04) (hash(x)=27169927)
|
| 959 |
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919 train 7.616117 (lr=1.0262e-04) (hash(x)=26545491)
|
| 960 |
+
920 train 7.619985 (lr=1.0207e-04) (hash(x)=25179497)
|
| 961 |
+
921 train 7.583425 (lr=1.0153e-04) (hash(x)=27085003)
|
| 962 |
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922 train 7.587474 (lr=1.0099e-04) (hash(x)=24558202)
|
| 963 |
+
923 train 7.732684 (lr=1.0046e-04) (hash(x)=25317684)
|
| 964 |
+
924 train 7.610097 (lr=9.9941e-05) (hash(x)=27104868)
|
| 965 |
+
925 train 7.651410 (lr=9.9425e-05) (hash(x)=24806274)
|
| 966 |
+
926 train 7.680593 (lr=9.8915e-05) (hash(x)=24341937)
|
| 967 |
+
927 train 7.494908 (lr=9.8411e-05) (hash(x)=22736558)
|
| 968 |
+
928 train 7.524287 (lr=9.7915e-05) (hash(x)=23843744)
|
| 969 |
+
929 train 7.625574 (lr=9.7424e-05) (hash(x)=27218468)
|
| 970 |
+
930 train 7.585509 (lr=9.6941e-05) (hash(x)=26042053)
|
| 971 |
+
931 train 7.584401 (lr=9.6464e-05) (hash(x)=25776082)
|
| 972 |
+
932 train 7.493101 (lr=9.5994e-05) (hash(x)=21594447)
|
| 973 |
+
933 train 7.531569 (lr=9.5530e-05) (hash(x)=21674469)
|
| 974 |
+
934 train 7.496267 (lr=9.5073e-05) (hash(x)=26213966)
|
| 975 |
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935 train 7.489398 (lr=9.4623e-05) (hash(x)=23770702)
|
| 976 |
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|
| 977 |
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937 train 7.685509 (lr=9.3743e-05) (hash(x)=29177278)
|
| 978 |
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938 train 7.624414 (lr=9.3313e-05) (hash(x)=26020089)
|
| 979 |
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939 train 7.528142 (lr=9.2889e-05) (hash(x)=24676475)
|
| 980 |
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940 train 7.589476 (lr=9.2473e-05) (hash(x)=24056174)
|
| 981 |
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941 train 7.593522 (lr=9.2063e-05) (hash(x)=21887514)
|
| 982 |
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942 train 7.608597 (lr=9.1659e-05) (hash(x)=24196100)
|
| 983 |
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943 train 7.567665 (lr=9.1263e-05) (hash(x)=25700093)
|
| 984 |
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944 train 7.680118 (lr=9.0873e-05) (hash(x)=24365834)
|
| 985 |
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945 train 7.513217 (lr=9.0490e-05) (hash(x)=25631786)
|
| 986 |
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946 train 7.627189 (lr=9.0114e-05) (hash(x)=24452345)
|
| 987 |
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947 train 7.385305 (lr=8.9744e-05) (hash(x)=21465330)
|
| 988 |
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948 train 7.513659 (lr=8.9382e-05) (hash(x)=20427493)
|
| 989 |
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949 train 7.535254 (lr=8.9026e-05) (hash(x)=25439720)
|
| 990 |
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950 val loss 7.5921
|
| 991 |
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950 val perplexity 1982.4773
|
| 992 |
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950 train 7.603315 (lr=8.8677e-05) (hash(x)=21652988)
|
| 993 |
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951 train 7.534760 (lr=8.8335e-05) (hash(x)=22546779)
|
| 994 |
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952 train 7.410166 (lr=8.7999e-05) (hash(x)=20855736)
|
| 995 |
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953 train 7.590824 (lr=8.7670e-05) (hash(x)=27725873)
|
| 996 |
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954 train 7.639692 (lr=8.7349e-05) (hash(x)=24582989)
|
| 997 |
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955 train 7.512088 (lr=8.7034e-05) (hash(x)=24822372)
|
| 998 |
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956 train 7.566226 (lr=8.6725e-05) (hash(x)=25624588)
|
| 999 |
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957 train 7.538709 (lr=8.6424e-05) (hash(x)=23566489)
|
| 1000 |
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958 train 7.713848 (lr=8.6130e-05) (hash(x)=28117387)
|
| 1001 |
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959 train 7.514665 (lr=8.5842e-05) (hash(x)=26874283)
|
| 1002 |
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960 train 7.490788 (lr=8.5561e-05) (hash(x)=28570123)
|
| 1003 |
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961 train 7.614540 (lr=8.5287e-05) (hash(x)=24807017)
|
| 1004 |
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962 train 7.536523 (lr=8.5020e-05) (hash(x)=25189993)
|
| 1005 |
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963 train 7.640121 (lr=8.4760e-05) (hash(x)=29202226)
|
| 1006 |
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964 train 7.784266 (lr=8.4507e-05) (hash(x)=26060713)
|
| 1007 |
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965 train 7.699479 (lr=8.4260e-05) (hash(x)=23053285)
|
| 1008 |
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966 train 7.650479 (lr=8.4021e-05) (hash(x)=21968481)
|
| 1009 |
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967 train 7.595428 (lr=8.3788e-05) (hash(x)=24492698)
|
| 1010 |
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968 train 7.543886 (lr=8.3563e-05) (hash(x)=25760806)
|
| 1011 |
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969 train 7.578426 (lr=8.3344e-05) (hash(x)=27417392)
|
| 1012 |
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970 train 7.561257 (lr=8.3132e-05) (hash(x)=26767105)
|
| 1013 |
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971 train 7.625906 (lr=8.2927e-05) (hash(x)=25117678)
|
| 1014 |
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972 train 7.527821 (lr=8.2729e-05) (hash(x)=24233758)
|
| 1015 |
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973 train 7.596088 (lr=8.2537e-05) (hash(x)=29907634)
|
| 1016 |
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974 train 7.413289 (lr=8.2353e-05) (hash(x)=23552436)
|
| 1017 |
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975 train 7.704455 (lr=8.2176e-05) (hash(x)=28610406)
|
| 1018 |
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976 train 7.580215 (lr=8.2005e-05) (hash(x)=23858212)
|
| 1019 |
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977 train 7.461874 (lr=8.1842e-05) (hash(x)=20567764)
|
| 1020 |
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978 train 7.489018 (lr=8.1685e-05) (hash(x)=29631106)
|
| 1021 |
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979 train 7.456705 (lr=8.1536e-05) (hash(x)=19843564)
|
| 1022 |
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980 train 7.584284 (lr=8.1393e-05) (hash(x)=22589891)
|
| 1023 |
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981 train 7.365616 (lr=8.1257e-05) (hash(x)=21183943)
|
| 1024 |
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982 train 7.546909 (lr=8.1128e-05) (hash(x)=26152241)
|
| 1025 |
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983 train 7.545840 (lr=8.1007e-05) (hash(x)=22700785)
|
| 1026 |
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984 train 7.746047 (lr=8.0892e-05) (hash(x)=29611280)
|
| 1027 |
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985 train 7.853671 (lr=8.0784e-05) (hash(x)=25972823)
|
| 1028 |
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986 train 7.572216 (lr=8.0683e-05) (hash(x)=23447782)
|
| 1029 |
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987 train 7.552329 (lr=8.0589e-05) (hash(x)=22578453)
|
| 1030 |
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988 train 7.532523 (lr=8.0502e-05) (hash(x)=25474622)
|
| 1031 |
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989 train 7.601736 (lr=8.0422e-05) (hash(x)=22965762)
|
| 1032 |
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990 train 7.610272 (lr=8.0348e-05) (hash(x)=26116321)
|
| 1033 |
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991 train 7.537670 (lr=8.0282e-05) (hash(x)=25934549)
|
| 1034 |
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992 train 7.467483 (lr=8.0223e-05) (hash(x)=23937495)
|
| 1035 |
+
993 train 7.606417 (lr=8.0171e-05) (hash(x)=26286442)
|
| 1036 |
+
994 train 7.847108 (lr=8.0125e-05) (hash(x)=32737711)
|
| 1037 |
+
995 train 7.494240 (lr=8.0087e-05) (hash(x)=20563613)
|
| 1038 |
+
996 train 7.708313 (lr=8.0056e-05) (hash(x)=26234770)
|
| 1039 |
+
997 train 7.643804 (lr=8.0031e-05) (hash(x)=26179422)
|
| 1040 |
+
998 train 7.587658 (lr=8.0014e-05) (hash(x)=23289651)
|
| 1041 |
+
999 val loss 7.5904
|
| 1042 |
+
999 val perplexity 1979.1857
|
| 1043 |
+
999 train 7.919212 (lr=8.0003e-05) (hash(x)=36436617)
|
lr8e-4_total_batch_size40960_seq_len512/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:aec0b9a378f0c0c1bb7724e55be4f64c01ecc79381a0080fa1a051833a7e3a3b
|
| 3 |
+
size 48156226
|
lr8e-4_total_batch_size40960_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:49e6383e92f6d79fd32f961893878fb9e439cbc0c3c9f6f3d89a7465bc619818
|
| 3 |
+
size 71157574
|