Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size20480_seq_len128/args.json +1 -0
- lr1e-4_total_batch_size20480_seq_len128/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size20480_seq_len128/log2.txt +1043 -0
- lr1e-4_total_batch_size20480_seq_len128/model_00999.pt +3 -0
- lr1e-4_total_batch_size20480_seq_len128/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size20480_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size20480_seq_len128", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 20480, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1e-4_total_batch_size20480_seq_len128/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a8513131d2bf732f8f6d97ff82d32c505b2a2f3f9f2247bac315bb09ce0e1f97
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size 964
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lr1e-4_total_batch_size20480_seq_len128/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.6870
|
| 3 |
+
0 val perplexity 119016.5000
|
| 4 |
+
0 train 11.700421 (lr=3.4965e-07) (hash(x)=5113283)
|
| 5 |
+
1 train 11.682228 (lr=6.9930e-07) (hash(x)=5534142)
|
| 6 |
+
2 train 11.712296 (lr=1.0490e-06) (hash(x)=6763231)
|
| 7 |
+
3 train 11.697494 (lr=1.3986e-06) (hash(x)=6328012)
|
| 8 |
+
4 train 11.691818 (lr=1.7483e-06) (hash(x)=7052161)
|
| 9 |
+
5 train 11.691360 (lr=2.0979e-06) (hash(x)=5556098)
|
| 10 |
+
6 train 11.683790 (lr=2.4476e-06) (hash(x)=4696943)
|
| 11 |
+
7 train 11.662252 (lr=2.7972e-06) (hash(x)=6219138)
|
| 12 |
+
8 train 11.644224 (lr=3.1469e-06) (hash(x)=6049878)
|
| 13 |
+
9 train 11.646851 (lr=3.4965e-06) (hash(x)=5491972)
|
| 14 |
+
10 train 11.651977 (lr=3.8462e-06) (hash(x)=8075458)
|
| 15 |
+
11 train 11.621681 (lr=4.1958e-06) (hash(x)=5917741)
|
| 16 |
+
12 train 11.614285 (lr=4.5455e-06) (hash(x)=5750403)
|
| 17 |
+
13 train 11.600780 (lr=4.8951e-06) (hash(x)=6112458)
|
| 18 |
+
14 train 11.584670 (lr=5.2448e-06) (hash(x)=5806490)
|
| 19 |
+
15 train 11.559491 (lr=5.5944e-06) (hash(x)=6568379)
|
| 20 |
+
16 train 11.540793 (lr=5.9441e-06) (hash(x)=7212403)
|
| 21 |
+
17 train 11.507972 (lr=6.2937e-06) (hash(x)=7386082)
|
| 22 |
+
18 train 11.492175 (lr=6.6434e-06) (hash(x)=6359743)
|
| 23 |
+
19 train 11.480099 (lr=6.9930e-06) (hash(x)=6151674)
|
| 24 |
+
20 train 11.458134 (lr=7.3427e-06) (hash(x)=7168704)
|
| 25 |
+
21 train 11.462021 (lr=7.6923e-06) (hash(x)=7859060)
|
| 26 |
+
22 train 11.394769 (lr=8.0420e-06) (hash(x)=6976239)
|
| 27 |
+
23 train 11.398275 (lr=8.3916e-06) (hash(x)=6391506)
|
| 28 |
+
24 train 11.355160 (lr=8.7413e-06) (hash(x)=5245999)
|
| 29 |
+
25 train 11.330033 (lr=9.0909e-06) (hash(x)=5985675)
|
| 30 |
+
26 train 11.289556 (lr=9.4406e-06) (hash(x)=4355733)
|
| 31 |
+
27 train 11.292900 (lr=9.7902e-06) (hash(x)=6984772)
|
| 32 |
+
28 train 11.247354 (lr=1.0140e-05) (hash(x)=6244096)
|
| 33 |
+
29 train 11.201186 (lr=1.0490e-05) (hash(x)=6603717)
|
| 34 |
+
30 train 11.138947 (lr=1.0839e-05) (hash(x)=5669522)
|
| 35 |
+
31 train 11.122600 (lr=1.1189e-05) (hash(x)=6190579)
|
| 36 |
+
32 train 11.127979 (lr=1.1538e-05) (hash(x)=4912983)
|
| 37 |
+
33 train 11.026930 (lr=1.1888e-05) (hash(x)=7276303)
|
| 38 |
+
34 train 11.022292 (lr=1.2238e-05) (hash(x)=5479947)
|
| 39 |
+
35 train 11.061768 (lr=1.2587e-05) (hash(x)=6630378)
|
| 40 |
+
36 train 10.985852 (lr=1.2937e-05) (hash(x)=8097010)
|
| 41 |
+
37 train 11.013044 (lr=1.3287e-05) (hash(x)=9989744)
|
| 42 |
+
38 train 10.901842 (lr=1.3636e-05) (hash(x)=6694932)
|
| 43 |
+
39 train 10.844536 (lr=1.3986e-05) (hash(x)=6317894)
|
| 44 |
+
40 train 10.762856 (lr=1.4336e-05) (hash(x)=5046327)
|
| 45 |
+
41 train 10.786942 (lr=1.4685e-05) (hash(x)=7947703)
|
| 46 |
+
42 train 10.681293 (lr=1.5035e-05) (hash(x)=5916068)
|
| 47 |
+
43 train 10.723731 (lr=1.5385e-05) (hash(x)=5777498)
|
| 48 |
+
44 train 10.680823 (lr=1.5734e-05) (hash(x)=5753092)
|
| 49 |
+
45 train 10.655180 (lr=1.6084e-05) (hash(x)=7723226)
|
| 50 |
+
46 train 10.622224 (lr=1.6434e-05) (hash(x)=7007016)
|
| 51 |
+
47 train 10.577086 (lr=1.6783e-05) (hash(x)=6491229)
|
| 52 |
+
48 train 10.579188 (lr=1.7133e-05) (hash(x)=6390752)
|
| 53 |
+
49 train 10.690311 (lr=1.7483e-05) (hash(x)=6019389)
|
| 54 |
+
50 val loss 10.5770
|
| 55 |
+
50 val perplexity 39220.3867
|
| 56 |
+
50 train 10.562006 (lr=1.7832e-05) (hash(x)=7662067)
|
| 57 |
+
51 train 10.577480 (lr=1.8182e-05) (hash(x)=4648609)
|
| 58 |
+
52 train 10.520283 (lr=1.8531e-05) (hash(x)=4725966)
|
| 59 |
+
53 train 10.488559 (lr=1.8881e-05) (hash(x)=5558355)
|
| 60 |
+
54 train 10.538498 (lr=1.9231e-05) (hash(x)=6524933)
|
| 61 |
+
55 train 10.487376 (lr=1.9580e-05) (hash(x)=6369326)
|
| 62 |
+
56 train 10.465241 (lr=1.9930e-05) (hash(x)=6022625)
|
| 63 |
+
57 train 10.434535 (lr=2.0280e-05) (hash(x)=4906853)
|
| 64 |
+
58 train 10.284534 (lr=2.0629e-05) (hash(x)=5589269)
|
| 65 |
+
59 train 10.405723 (lr=2.0979e-05) (hash(x)=6437376)
|
| 66 |
+
60 train 10.447899 (lr=2.1329e-05) (hash(x)=7304892)
|
| 67 |
+
61 train 10.418019 (lr=2.1678e-05) (hash(x)=7084093)
|
| 68 |
+
62 train 10.444640 (lr=2.2028e-05) (hash(x)=5908178)
|
| 69 |
+
63 train 10.291209 (lr=2.2378e-05) (hash(x)=7048804)
|
| 70 |
+
64 train 10.380711 (lr=2.2727e-05) (hash(x)=6085549)
|
| 71 |
+
65 train 10.384246 (lr=2.3077e-05) (hash(x)=5752594)
|
| 72 |
+
66 train 10.257653 (lr=2.3427e-05) (hash(x)=7662769)
|
| 73 |
+
67 train 10.141635 (lr=2.3776e-05) (hash(x)=6393520)
|
| 74 |
+
68 train 10.390976 (lr=2.4126e-05) (hash(x)=5942867)
|
| 75 |
+
69 train 10.405921 (lr=2.4476e-05) (hash(x)=6793550)
|
| 76 |
+
70 train 10.303573 (lr=2.4825e-05) (hash(x)=7105976)
|
| 77 |
+
71 train 10.369252 (lr=2.5175e-05) (hash(x)=6581348)
|
| 78 |
+
72 train 10.340770 (lr=2.5524e-05) (hash(x)=5555598)
|
| 79 |
+
73 train 10.284508 (lr=2.5874e-05) (hash(x)=6235837)
|
| 80 |
+
74 train 10.256501 (lr=2.6224e-05) (hash(x)=5591770)
|
| 81 |
+
75 train 10.459804 (lr=2.6573e-05) (hash(x)=7083021)
|
| 82 |
+
76 train 10.321479 (lr=2.6923e-05) (hash(x)=7281348)
|
| 83 |
+
77 train 10.358477 (lr=2.7273e-05) (hash(x)=6155821)
|
| 84 |
+
78 train 10.260435 (lr=2.7622e-05) (hash(x)=5736241)
|
| 85 |
+
79 train 10.240286 (lr=2.7972e-05) (hash(x)=5657123)
|
| 86 |
+
80 train 10.121307 (lr=2.8322e-05) (hash(x)=6452095)
|
| 87 |
+
81 train 10.204829 (lr=2.8671e-05) (hash(x)=5312267)
|
| 88 |
+
82 train 10.249396 (lr=2.9021e-05) (hash(x)=5434493)
|
| 89 |
+
83 train 10.286786 (lr=2.9371e-05) (hash(x)=6830813)
|
| 90 |
+
84 train 10.236574 (lr=2.9720e-05) (hash(x)=4752771)
|
| 91 |
+
85 train 10.234578 (lr=3.0070e-05) (hash(x)=6424933)
|
| 92 |
+
86 train 10.185545 (lr=3.0420e-05) (hash(x)=5786517)
|
| 93 |
+
87 train 10.203669 (lr=3.0769e-05) (hash(x)=6680023)
|
| 94 |
+
88 train 10.117901 (lr=3.1119e-05) (hash(x)=6474729)
|
| 95 |
+
89 train 10.194358 (lr=3.1469e-05) (hash(x)=7523279)
|
| 96 |
+
90 train 10.077053 (lr=3.1818e-05) (hash(x)=5508768)
|
| 97 |
+
91 train 10.118877 (lr=3.2168e-05) (hash(x)=6635925)
|
| 98 |
+
92 train 10.147852 (lr=3.2517e-05) (hash(x)=6663801)
|
| 99 |
+
93 train 10.129238 (lr=3.2867e-05) (hash(x)=5869441)
|
| 100 |
+
94 train 10.124088 (lr=3.3217e-05) (hash(x)=6698878)
|
| 101 |
+
95 train 10.127551 (lr=3.3566e-05) (hash(x)=6349004)
|
| 102 |
+
96 train 10.119530 (lr=3.3916e-05) (hash(x)=4986137)
|
| 103 |
+
97 train 9.948666 (lr=3.4266e-05) (hash(x)=6008454)
|
| 104 |
+
98 train 9.990538 (lr=3.4615e-05) (hash(x)=6550770)
|
| 105 |
+
99 train 10.087302 (lr=3.4965e-05) (hash(x)=7682741)
|
| 106 |
+
100 val loss 10.0828
|
| 107 |
+
100 val perplexity 23928.9824
|
| 108 |
+
100 train 10.112022 (lr=3.5315e-05) (hash(x)=7892158)
|
| 109 |
+
101 train 10.060993 (lr=3.5664e-05) (hash(x)=7794028)
|
| 110 |
+
102 train 10.067136 (lr=3.6014e-05) (hash(x)=7093523)
|
| 111 |
+
103 train 10.035433 (lr=3.6364e-05) (hash(x)=6166062)
|
| 112 |
+
104 train 9.965083 (lr=3.6713e-05) (hash(x)=6645781)
|
| 113 |
+
105 train 10.025417 (lr=3.7063e-05) (hash(x)=4811192)
|
| 114 |
+
106 train 9.922396 (lr=3.7413e-05) (hash(x)=5970866)
|
| 115 |
+
107 train 9.992115 (lr=3.7762e-05) (hash(x)=7822680)
|
| 116 |
+
108 train 9.897361 (lr=3.8112e-05) (hash(x)=6317317)
|
| 117 |
+
109 train 9.911785 (lr=3.8462e-05) (hash(x)=6431409)
|
| 118 |
+
110 train 9.932535 (lr=3.8811e-05) (hash(x)=6653337)
|
| 119 |
+
111 train 9.892779 (lr=3.9161e-05) (hash(x)=5323032)
|
| 120 |
+
112 train 9.857840 (lr=3.9510e-05) (hash(x)=5125339)
|
| 121 |
+
113 train 9.867743 (lr=3.9860e-05) (hash(x)=7363286)
|
| 122 |
+
114 train 9.905087 (lr=4.0210e-05) (hash(x)=7670050)
|
| 123 |
+
115 train 9.821703 (lr=4.0559e-05) (hash(x)=5616075)
|
| 124 |
+
116 train 9.858139 (lr=4.0909e-05) (hash(x)=6593764)
|
| 125 |
+
117 train 9.880978 (lr=4.1259e-05) (hash(x)=5672608)
|
| 126 |
+
118 train 9.832921 (lr=4.1608e-05) (hash(x)=6828653)
|
| 127 |
+
119 train 9.758484 (lr=4.1958e-05) (hash(x)=6839867)
|
| 128 |
+
120 train 9.791478 (lr=4.2308e-05) (hash(x)=8426992)
|
| 129 |
+
121 train 9.679622 (lr=4.2657e-05) (hash(x)=4916928)
|
| 130 |
+
122 train 9.749115 (lr=4.3007e-05) (hash(x)=6484050)
|
| 131 |
+
123 train 9.749975 (lr=4.3357e-05) (hash(x)=8353379)
|
| 132 |
+
124 train 9.674648 (lr=4.3706e-05) (hash(x)=6552510)
|
| 133 |
+
125 train 9.696353 (lr=4.4056e-05) (hash(x)=4838871)
|
| 134 |
+
126 train 9.578297 (lr=4.4406e-05) (hash(x)=3021697)
|
| 135 |
+
127 train 9.563817 (lr=4.4755e-05) (hash(x)=6795665)
|
| 136 |
+
128 train 9.507409 (lr=4.5105e-05) (hash(x)=5486935)
|
| 137 |
+
129 train 9.648417 (lr=4.5455e-05) (hash(x)=6678038)
|
| 138 |
+
130 train 9.611389 (lr=4.5804e-05) (hash(x)=6657714)
|
| 139 |
+
131 train 9.598157 (lr=4.6154e-05) (hash(x)=6112215)
|
| 140 |
+
132 train 9.533468 (lr=4.6503e-05) (hash(x)=8353143)
|
| 141 |
+
133 train 9.537433 (lr=4.6853e-05) (hash(x)=5915361)
|
| 142 |
+
134 train 9.393261 (lr=4.7203e-05) (hash(x)=6254885)
|
| 143 |
+
135 train 9.485544 (lr=4.7552e-05) (hash(x)=5771588)
|
| 144 |
+
136 train 9.395518 (lr=4.7902e-05) (hash(x)=5561507)
|
| 145 |
+
137 train 9.412107 (lr=4.8252e-05) (hash(x)=5688829)
|
| 146 |
+
138 train 9.315217 (lr=4.8601e-05) (hash(x)=5371951)
|
| 147 |
+
139 train 9.321527 (lr=4.8951e-05) (hash(x)=5443305)
|
| 148 |
+
140 train 9.456476 (lr=4.9301e-05) (hash(x)=5016757)
|
| 149 |
+
141 train 9.383716 (lr=4.9650e-05) (hash(x)=6901933)
|
| 150 |
+
142 train 9.295671 (lr=5.0000e-05) (hash(x)=6019085)
|
| 151 |
+
143 train 9.321017 (lr=5.0350e-05) (hash(x)=4294425)
|
| 152 |
+
144 train 9.304499 (lr=5.0699e-05) (hash(x)=6095229)
|
| 153 |
+
145 train 9.140566 (lr=5.1049e-05) (hash(x)=4363941)
|
| 154 |
+
146 train 9.237564 (lr=5.1399e-05) (hash(x)=4693798)
|
| 155 |
+
147 train 9.357787 (lr=5.1748e-05) (hash(x)=5486335)
|
| 156 |
+
148 train 9.215295 (lr=5.2098e-05) (hash(x)=7907450)
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149 train 9.191633 (lr=5.2448e-05) (hash(x)=7295165)
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150 val loss 9.1792
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| 159 |
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150 val perplexity 9693.3877
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150 train 9.162370 (lr=5.2797e-05) (hash(x)=6814026)
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151 train 9.177898 (lr=5.3147e-05) (hash(x)=6267424)
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152 train 9.175431 (lr=5.3497e-05) (hash(x)=8086437)
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153 train 9.099119 (lr=5.3846e-05) (hash(x)=5270452)
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154 train 9.088470 (lr=5.4196e-05) (hash(x)=6420820)
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155 train 9.030128 (lr=5.4545e-05) (hash(x)=6305297)
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156 train 9.045231 (lr=5.4895e-05) (hash(x)=7889849)
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157 train 9.204832 (lr=5.5245e-05) (hash(x)=6040077)
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158 train 9.203299 (lr=5.5594e-05) (hash(x)=5652497)
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159 train 8.849765 (lr=5.5944e-05) (hash(x)=7130251)
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160 train 8.805563 (lr=5.6294e-05) (hash(x)=6610177)
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164 train 8.555028 (lr=5.7692e-05) (hash(x)=5487065)
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165 train 8.783297 (lr=5.8042e-05) (hash(x)=4892065)
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172 train 8.659269 (lr=6.0490e-05) (hash(x)=5994476)
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178 train 8.613640 (lr=6.2587e-05) (hash(x)=5244861)
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181 train 8.527716 (lr=6.3636e-05) (hash(x)=5786972)
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182 train 8.548317 (lr=6.3986e-05) (hash(x)=6131703)
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183 train 8.467394 (lr=6.4336e-05) (hash(x)=6346459)
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184 train 8.491040 (lr=6.4685e-05) (hash(x)=6504131)
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185 train 8.525329 (lr=6.5035e-05) (hash(x)=5209234)
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186 train 8.421936 (lr=6.5385e-05) (hash(x)=6163272)
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187 train 8.395388 (lr=6.5734e-05) (hash(x)=5676768)
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188 train 8.507473 (lr=6.6084e-05) (hash(x)=6090561)
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189 train 8.557103 (lr=6.6434e-05) (hash(x)=5863092)
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190 train 8.509046 (lr=6.6783e-05) (hash(x)=7201312)
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191 train 8.467498 (lr=6.7133e-05) (hash(x)=7019489)
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192 train 8.307016 (lr=6.7483e-05) (hash(x)=6225608)
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193 train 8.397382 (lr=6.7832e-05) (hash(x)=5483019)
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196 train 8.326005 (lr=6.8881e-05) (hash(x)=5778017)
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197 train 8.196486 (lr=6.9231e-05) (hash(x)=7780194)
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198 train 8.302087 (lr=6.9580e-05) (hash(x)=6140998)
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199 train 8.255290 (lr=6.9930e-05) (hash(x)=3784321)
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200 val loss 8.2862
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| 211 |
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200 val perplexity 3968.7908
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| 212 |
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200 train 8.244012 (lr=7.0280e-05) (hash(x)=5860821)
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201 train 8.298063 (lr=7.0629e-05) (hash(x)=7774109)
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202 train 8.390723 (lr=7.0979e-05) (hash(x)=7997664)
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206 train 8.219134 (lr=7.2378e-05) (hash(x)=6626459)
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207 train 8.119039 (lr=7.2727e-05) (hash(x)=6556025)
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208 train 8.193781 (lr=7.3077e-05) (hash(x)=5942129)
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209 train 8.293331 (lr=7.3427e-05) (hash(x)=7325027)
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210 train 8.274752 (lr=7.3776e-05) (hash(x)=7322467)
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211 train 8.206050 (lr=7.4126e-05) (hash(x)=6373412)
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212 train 8.041122 (lr=7.4476e-05) (hash(x)=7332255)
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213 train 8.198691 (lr=7.4825e-05) (hash(x)=5262868)
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214 train 8.034361 (lr=7.5175e-05) (hash(x)=5688247)
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215 train 8.066957 (lr=7.5524e-05) (hash(x)=8055563)
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216 train 8.116670 (lr=7.5874e-05) (hash(x)=5352405)
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217 train 8.169200 (lr=7.6224e-05) (hash(x)=5932790)
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218 train 8.105790 (lr=7.6573e-05) (hash(x)=6249312)
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219 train 8.086445 (lr=7.6923e-05) (hash(x)=5680154)
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220 train 8.156798 (lr=7.7273e-05) (hash(x)=8156280)
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221 train 8.114058 (lr=7.7622e-05) (hash(x)=5914217)
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222 train 7.993467 (lr=7.7972e-05) (hash(x)=7120215)
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223 train 8.108563 (lr=7.8322e-05) (hash(x)=6424128)
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224 train 7.960476 (lr=7.8671e-05) (hash(x)=4390027)
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225 train 8.050363 (lr=7.9021e-05) (hash(x)=7804089)
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226 train 8.179266 (lr=7.9371e-05) (hash(x)=7130267)
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227 train 8.017311 (lr=7.9720e-05) (hash(x)=6490149)
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228 train 7.965081 (lr=8.0070e-05) (hash(x)=9276378)
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229 train 8.044571 (lr=8.0420e-05) (hash(x)=6283540)
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230 train 8.003944 (lr=8.0769e-05) (hash(x)=5781680)
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231 train 7.951007 (lr=8.1119e-05) (hash(x)=5728337)
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232 train 7.956471 (lr=8.1469e-05) (hash(x)=6278202)
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233 train 7.983962 (lr=8.1818e-05) (hash(x)=7400272)
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234 train 7.982558 (lr=8.2168e-05) (hash(x)=5795128)
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235 train 7.965426 (lr=8.2517e-05) (hash(x)=6473432)
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236 train 7.957043 (lr=8.2867e-05) (hash(x)=5201502)
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237 train 8.084440 (lr=8.3217e-05) (hash(x)=6922646)
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238 train 7.886778 (lr=8.3566e-05) (hash(x)=5484641)
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239 train 7.960029 (lr=8.3916e-05) (hash(x)=7277141)
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240 train 7.929717 (lr=8.4266e-05) (hash(x)=5604614)
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241 train 7.973738 (lr=8.4615e-05) (hash(x)=7443124)
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242 train 7.981045 (lr=8.4965e-05) (hash(x)=5601968)
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243 train 7.889190 (lr=8.5315e-05) (hash(x)=5632735)
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244 train 7.819806 (lr=8.5664e-05) (hash(x)=5594810)
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245 train 7.687109 (lr=8.6014e-05) (hash(x)=5881015)
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246 train 7.840022 (lr=8.6364e-05) (hash(x)=6865361)
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247 train 7.944674 (lr=8.6713e-05) (hash(x)=5809411)
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248 train 7.931084 (lr=8.7063e-05) (hash(x)=6293025)
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249 train 7.871254 (lr=8.7413e-05) (hash(x)=7232964)
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| 262 |
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250 val loss 7.8811
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| 263 |
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250 val perplexity 2646.7034
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| 264 |
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250 train 7.827769 (lr=8.7762e-05) (hash(x)=5646619)
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251 train 7.892281 (lr=8.8112e-05) (hash(x)=6171829)
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252 train 7.937308 (lr=8.8462e-05) (hash(x)=7787552)
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253 train 7.915157 (lr=8.8811e-05) (hash(x)=5884456)
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254 train 7.904029 (lr=8.9161e-05) (hash(x)=6752162)
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255 train 7.845023 (lr=8.9510e-05) (hash(x)=5077031)
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256 train 7.959042 (lr=8.9860e-05) (hash(x)=6883481)
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257 train 7.877989 (lr=9.0210e-05) (hash(x)=6248895)
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258 train 7.752935 (lr=9.0559e-05) (hash(x)=6636615)
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259 train 7.897634 (lr=9.0909e-05) (hash(x)=6918004)
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260 train 7.823270 (lr=9.1259e-05) (hash(x)=7302874)
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261 train 7.914125 (lr=9.1608e-05) (hash(x)=6482466)
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262 train 7.773370 (lr=9.1958e-05) (hash(x)=7298317)
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263 train 7.807083 (lr=9.2308e-05) (hash(x)=6588573)
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264 train 7.809088 (lr=9.2657e-05) (hash(x)=6229630)
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265 train 7.866171 (lr=9.3007e-05) (hash(x)=6136939)
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266 train 7.667040 (lr=9.3357e-05) (hash(x)=6394645)
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267 train 7.846242 (lr=9.3706e-05) (hash(x)=7040157)
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268 train 7.871849 (lr=9.4056e-05) (hash(x)=7041858)
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269 train 7.788403 (lr=9.4406e-05) (hash(x)=6455595)
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270 train 7.722827 (lr=9.4755e-05) (hash(x)=6480443)
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271 train 7.896258 (lr=9.5105e-05) (hash(x)=4122983)
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272 train 7.723101 (lr=9.5455e-05) (hash(x)=7672190)
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273 train 7.770048 (lr=9.5804e-05) (hash(x)=4724052)
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274 train 7.725244 (lr=9.6154e-05) (hash(x)=6654267)
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275 train 7.718994 (lr=9.6503e-05) (hash(x)=6820797)
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276 train 7.774723 (lr=9.6853e-05) (hash(x)=6458662)
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277 train 8.084826 (lr=9.7203e-05) (hash(x)=7477594)
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278 train 7.809586 (lr=9.7552e-05) (hash(x)=5876574)
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279 train 7.569035 (lr=9.7902e-05) (hash(x)=6146305)
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280 train 7.734031 (lr=9.8252e-05) (hash(x)=6162080)
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281 train 7.662701 (lr=9.8601e-05) (hash(x)=6814831)
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282 train 7.795294 (lr=9.8951e-05) (hash(x)=7138295)
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283 train 7.600586 (lr=9.9301e-05) (hash(x)=5548298)
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284 train 7.680980 (lr=9.9650e-05) (hash(x)=6265078)
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285 train 8.010313 (lr=1.0000e-04) (hash(x)=7609416)
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286 train 7.733868 (lr=1.0000e-04) (hash(x)=6909367)
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287 train 7.826205 (lr=1.0000e-04) (hash(x)=7574342)
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288 train 7.667184 (lr=9.9998e-05) (hash(x)=8859748)
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289 train 7.628573 (lr=9.9996e-05) (hash(x)=5906937)
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290 train 7.638769 (lr=9.9993e-05) (hash(x)=7243024)
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291 train 7.722898 (lr=9.9989e-05) (hash(x)=8013471)
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292 train 7.656594 (lr=9.9984e-05) (hash(x)=5659461)
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293 train 7.681818 (lr=9.9979e-05) (hash(x)=6146213)
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294 train 7.733034 (lr=9.9972e-05) (hash(x)=6602917)
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295 train 7.662315 (lr=9.9965e-05) (hash(x)=6709902)
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296 train 7.765413 (lr=9.9956e-05) (hash(x)=8154341)
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297 train 7.892011 (lr=9.9947e-05) (hash(x)=6402571)
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298 train 7.668901 (lr=9.9937e-05) (hash(x)=5605466)
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299 train 7.633203 (lr=9.9926e-05) (hash(x)=7683614)
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300 val loss 7.6736
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| 315 |
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300 val perplexity 2150.8684
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| 316 |
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300 train 7.707984 (lr=9.9915e-05) (hash(x)=5421572)
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301 train 7.558808 (lr=9.9902e-05) (hash(x)=5453026)
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302 train 7.632991 (lr=9.9889e-05) (hash(x)=6437746)
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303 train 7.533190 (lr=9.9874e-05) (hash(x)=6260017)
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304 train 7.626817 (lr=9.9859e-05) (hash(x)=6119053)
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305 train 7.784616 (lr=9.9843e-05) (hash(x)=6591466)
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306 train 7.680906 (lr=9.9826e-05) (hash(x)=5652701)
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307 train 7.666694 (lr=9.9808e-05) (hash(x)=5501472)
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308 train 7.852896 (lr=9.9789e-05) (hash(x)=6160695)
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309 train 7.602336 (lr=9.9770e-05) (hash(x)=5871698)
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310 train 7.586343 (lr=9.9749e-05) (hash(x)=7301184)
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311 train 7.543208 (lr=9.9728e-05) (hash(x)=4282052)
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312 train 7.706687 (lr=9.9706e-05) (hash(x)=5679330)
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313 train 7.589229 (lr=9.9683e-05) (hash(x)=7824660)
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314 train 7.606934 (lr=9.9659e-05) (hash(x)=4857318)
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315 train 7.541104 (lr=9.9634e-05) (hash(x)=5954950)
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316 train 7.625545 (lr=9.9609e-05) (hash(x)=5758178)
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317 train 7.653512 (lr=9.9582e-05) (hash(x)=5484656)
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320 train 7.692027 (lr=9.9497e-05) (hash(x)=6837621)
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334 train 7.606115 (lr=9.9000e-05) (hash(x)=6106773)
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341 train 7.747163 (lr=9.8689e-05) (hash(x)=7236478)
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342 train 7.684106 (lr=9.8641e-05) (hash(x)=6619318)
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343 train 7.597320 (lr=9.8592e-05) (hash(x)=4656255)
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344 train 7.550783 (lr=9.8543e-05) (hash(x)=5546888)
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345 train 7.968453 (lr=9.8492e-05) (hash(x)=9298325)
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346 train 7.684812 (lr=9.8441e-05) (hash(x)=5994232)
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347 train 7.663421 (lr=9.8389e-05) (hash(x)=6287524)
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348 train 7.755795 (lr=9.8336e-05) (hash(x)=6200049)
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349 train 7.691012 (lr=9.8282e-05) (hash(x)=7895970)
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| 366 |
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350 val loss 7.6151
|
| 367 |
+
350 val perplexity 2028.6235
|
| 368 |
+
350 train 7.610491 (lr=9.8228e-05) (hash(x)=6051847)
|
| 369 |
+
351 train 7.773247 (lr=9.8172e-05) (hash(x)=8847992)
|
| 370 |
+
352 train 8.034668 (lr=9.8116e-05) (hash(x)=5123883)
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| 371 |
+
353 train 7.690849 (lr=9.8059e-05) (hash(x)=6338998)
|
| 372 |
+
354 train 7.682508 (lr=9.8001e-05) (hash(x)=5765866)
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| 373 |
+
355 train 8.039083 (lr=9.7942e-05) (hash(x)=7104011)
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| 374 |
+
356 train 7.796448 (lr=9.7882e-05) (hash(x)=7438267)
|
| 375 |
+
357 train 7.538000 (lr=9.7822e-05) (hash(x)=5573214)
|
| 376 |
+
358 train 7.818782 (lr=9.7761e-05) (hash(x)=6897283)
|
| 377 |
+
359 train 7.611669 (lr=9.7699e-05) (hash(x)=6882897)
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| 378 |
+
360 train 7.709434 (lr=9.7636e-05) (hash(x)=5343615)
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| 379 |
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361 train 7.625771 (lr=9.7572e-05) (hash(x)=5854242)
|
| 380 |
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362 train 7.541291 (lr=9.7507e-05) (hash(x)=6317324)
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| 381 |
+
363 train 7.501956 (lr=9.7442e-05) (hash(x)=6972494)
|
| 382 |
+
364 train 7.567398 (lr=9.7376e-05) (hash(x)=5661167)
|
| 383 |
+
365 train 7.570722 (lr=9.7309e-05) (hash(x)=6796805)
|
| 384 |
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366 train 7.437843 (lr=9.7241e-05) (hash(x)=5817209)
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| 385 |
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367 train 7.487501 (lr=9.7172e-05) (hash(x)=6139120)
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| 386 |
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368 train 7.648262 (lr=9.7103e-05) (hash(x)=6121296)
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| 387 |
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369 train 7.611656 (lr=9.7032e-05) (hash(x)=6486796)
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| 388 |
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370 train 7.553037 (lr=9.6961e-05) (hash(x)=5514645)
|
| 389 |
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371 train 7.488541 (lr=9.6889e-05) (hash(x)=5578797)
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| 390 |
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372 train 7.488960 (lr=9.6817e-05) (hash(x)=7651738)
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373 train 7.697730 (lr=9.6743e-05) (hash(x)=6895326)
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| 392 |
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374 train 7.676789 (lr=9.6669e-05) (hash(x)=5490256)
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375 train 7.574334 (lr=9.6593e-05) (hash(x)=7783160)
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376 train 7.756738 (lr=9.6518e-05) (hash(x)=5608424)
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| 395 |
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377 train 7.547126 (lr=9.6441e-05) (hash(x)=4867625)
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378 train 7.432821 (lr=9.6363e-05) (hash(x)=4655472)
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| 397 |
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379 train 7.514024 (lr=9.6285e-05) (hash(x)=6631123)
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| 398 |
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380 train 7.177055 (lr=9.6206e-05) (hash(x)=5751990)
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| 399 |
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381 train 7.479978 (lr=9.6126e-05) (hash(x)=6710965)
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| 400 |
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382 train 7.456696 (lr=9.6045e-05) (hash(x)=5293800)
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| 401 |
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383 train 7.486141 (lr=9.5963e-05) (hash(x)=6294657)
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| 402 |
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384 train 7.627875 (lr=9.5881e-05) (hash(x)=6999538)
|
| 403 |
+
385 train 7.616038 (lr=9.5798e-05) (hash(x)=5443606)
|
| 404 |
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386 train 7.590320 (lr=9.5714e-05) (hash(x)=5650401)
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| 405 |
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387 train 7.598116 (lr=9.5629e-05) (hash(x)=7035770)
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| 406 |
+
388 train 7.545592 (lr=9.5544e-05) (hash(x)=6678271)
|
| 407 |
+
389 train 7.736907 (lr=9.5457e-05) (hash(x)=4899541)
|
| 408 |
+
390 train 7.498661 (lr=9.5370e-05) (hash(x)=5359260)
|
| 409 |
+
391 train 7.503405 (lr=9.5282e-05) (hash(x)=6227120)
|
| 410 |
+
392 train 7.582795 (lr=9.5194e-05) (hash(x)=6643916)
|
| 411 |
+
393 train 7.624684 (lr=9.5104e-05) (hash(x)=5981648)
|
| 412 |
+
394 train 7.564916 (lr=9.5014e-05) (hash(x)=6467540)
|
| 413 |
+
395 train 7.528152 (lr=9.4923e-05) (hash(x)=5558993)
|
| 414 |
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396 train 7.674169 (lr=9.4831e-05) (hash(x)=6698959)
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| 415 |
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397 train 7.511356 (lr=9.4739e-05) (hash(x)=7015671)
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| 416 |
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398 train 7.507686 (lr=9.4646e-05) (hash(x)=6800890)
|
| 417 |
+
399 train 7.665562 (lr=9.4551e-05) (hash(x)=5931234)
|
| 418 |
+
400 val loss 7.5845
|
| 419 |
+
400 val perplexity 1967.3995
|
| 420 |
+
400 train 7.562352 (lr=9.4457e-05) (hash(x)=3995070)
|
| 421 |
+
401 train 7.514524 (lr=9.4361e-05) (hash(x)=4582159)
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| 422 |
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402 train 7.602766 (lr=9.4265e-05) (hash(x)=7081906)
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| 423 |
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403 train 7.553264 (lr=9.4168e-05) (hash(x)=5029472)
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| 424 |
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404 train 7.544349 (lr=9.4070e-05) (hash(x)=3946232)
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| 425 |
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405 train 7.455920 (lr=9.3971e-05) (hash(x)=5434102)
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| 426 |
+
406 train 8.172092 (lr=9.3872e-05) (hash(x)=5340646)
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| 427 |
+
407 train 7.349815 (lr=9.3772e-05) (hash(x)=6810638)
|
| 428 |
+
408 train 7.578692 (lr=9.3671e-05) (hash(x)=6768026)
|
| 429 |
+
409 train 7.594790 (lr=9.3569e-05) (hash(x)=6521562)
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| 430 |
+
410 train 7.593122 (lr=9.3467e-05) (hash(x)=4429434)
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| 431 |
+
411 train 7.643532 (lr=9.3364e-05) (hash(x)=7226932)
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| 432 |
+
412 train 7.429601 (lr=9.3260e-05) (hash(x)=5065932)
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| 433 |
+
413 train 7.576879 (lr=9.3155e-05) (hash(x)=6957849)
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| 434 |
+
414 train 7.572788 (lr=9.3050e-05) (hash(x)=6431457)
|
| 435 |
+
415 train 7.629786 (lr=9.2944e-05) (hash(x)=5334281)
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| 436 |
+
416 train 7.642087 (lr=9.2837e-05) (hash(x)=5471747)
|
| 437 |
+
417 train 7.736324 (lr=9.2729e-05) (hash(x)=5887983)
|
| 438 |
+
418 train 7.657819 (lr=9.2621e-05) (hash(x)=5075909)
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| 439 |
+
419 train 7.445121 (lr=9.2512e-05) (hash(x)=6393576)
|
| 440 |
+
420 train 7.569709 (lr=9.2402e-05) (hash(x)=6608979)
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| 441 |
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421 train 7.941503 (lr=9.2292e-05) (hash(x)=5057959)
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| 442 |
+
422 train 7.932811 (lr=9.2181e-05) (hash(x)=6414858)
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| 443 |
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423 train 7.684020 (lr=9.2069e-05) (hash(x)=8595271)
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| 444 |
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424 train 7.558131 (lr=9.1956e-05) (hash(x)=6500949)
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| 445 |
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425 train 7.717246 (lr=9.1843e-05) (hash(x)=8395167)
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| 446 |
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426 train 7.844435 (lr=9.1729e-05) (hash(x)=6288420)
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| 447 |
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427 train 7.643422 (lr=9.1614e-05) (hash(x)=7634417)
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| 448 |
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428 train 7.544155 (lr=9.1499e-05) (hash(x)=6795561)
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| 449 |
+
429 train 7.443240 (lr=9.1382e-05) (hash(x)=5257771)
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| 450 |
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430 train 7.587779 (lr=9.1266e-05) (hash(x)=7506860)
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| 451 |
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431 train 7.641050 (lr=9.1148e-05) (hash(x)=7674238)
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+
432 train 7.774417 (lr=9.1030e-05) (hash(x)=5353794)
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433 train 7.685770 (lr=9.0911e-05) (hash(x)=5300555)
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434 train 7.367756 (lr=9.0791e-05) (hash(x)=5564419)
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435 train 7.636134 (lr=9.0671e-05) (hash(x)=6066139)
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| 456 |
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436 train 7.592438 (lr=9.0550e-05) (hash(x)=6863709)
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| 457 |
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437 train 7.601659 (lr=9.0428e-05) (hash(x)=6688212)
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| 458 |
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438 train 7.763230 (lr=9.0306e-05) (hash(x)=7095090)
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| 459 |
+
439 train 7.821415 (lr=9.0182e-05) (hash(x)=6642404)
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| 460 |
+
440 train 7.560585 (lr=9.0059e-05) (hash(x)=6539227)
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| 461 |
+
441 train 7.558822 (lr=8.9934e-05) (hash(x)=4961570)
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| 462 |
+
442 train 7.493913 (lr=8.9809e-05) (hash(x)=6606391)
|
| 463 |
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443 train 7.303205 (lr=8.9683e-05) (hash(x)=5105190)
|
| 464 |
+
444 train 7.872974 (lr=8.9557e-05) (hash(x)=5695997)
|
| 465 |
+
445 train 7.579685 (lr=8.9430e-05) (hash(x)=7155991)
|
| 466 |
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446 train 7.568652 (lr=8.9302e-05) (hash(x)=7249727)
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| 467 |
+
447 train 7.553354 (lr=8.9173e-05) (hash(x)=5132972)
|
| 468 |
+
448 train 7.542585 (lr=8.9044e-05) (hash(x)=5381802)
|
| 469 |
+
449 train 7.573223 (lr=8.8914e-05) (hash(x)=6269946)
|
| 470 |
+
450 val loss 7.5568
|
| 471 |
+
450 val perplexity 1913.6842
|
| 472 |
+
450 train 7.545667 (lr=8.8784e-05) (hash(x)=4976762)
|
| 473 |
+
451 train 7.622306 (lr=8.8653e-05) (hash(x)=5396133)
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| 474 |
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452 train 7.571563 (lr=8.8521e-05) (hash(x)=6173473)
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| 475 |
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453 train 7.566725 (lr=8.8388e-05) (hash(x)=6394083)
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| 476 |
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454 train 7.604074 (lr=8.8255e-05) (hash(x)=6436030)
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| 477 |
+
455 train 7.484024 (lr=8.8122e-05) (hash(x)=5237804)
|
| 478 |
+
456 train 7.447423 (lr=8.7987e-05) (hash(x)=6540397)
|
| 479 |
+
457 train 7.698504 (lr=8.7852e-05) (hash(x)=5216638)
|
| 480 |
+
458 train 7.533554 (lr=8.7717e-05) (hash(x)=5750537)
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| 481 |
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459 train 7.520440 (lr=8.7580e-05) (hash(x)=6735565)
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| 482 |
+
460 train 7.527417 (lr=8.7444e-05) (hash(x)=7297488)
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| 483 |
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461 train 7.759251 (lr=8.7306e-05) (hash(x)=5983575)
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| 484 |
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462 train 7.546457 (lr=8.7168e-05) (hash(x)=4808543)
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| 485 |
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463 train 7.653461 (lr=8.7029e-05) (hash(x)=5831619)
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| 486 |
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464 train 7.422575 (lr=8.6890e-05) (hash(x)=6280052)
|
| 487 |
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465 train 7.443268 (lr=8.6750e-05) (hash(x)=9109083)
|
| 488 |
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466 train 7.693081 (lr=8.6609e-05) (hash(x)=5848604)
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| 489 |
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467 train 7.615723 (lr=8.6468e-05) (hash(x)=6912967)
|
| 490 |
+
468 train 7.786067 (lr=8.6326e-05) (hash(x)=6615365)
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| 491 |
+
469 train 7.848358 (lr=8.6184e-05) (hash(x)=5965674)
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| 492 |
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470 train 7.695670 (lr=8.6041e-05) (hash(x)=6879965)
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471 train 7.670931 (lr=8.5897e-05) (hash(x)=5822533)
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| 494 |
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472 train 7.536402 (lr=8.5753e-05) (hash(x)=5794462)
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473 train 7.617669 (lr=8.5608e-05) (hash(x)=5268216)
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474 train 7.425871 (lr=8.5462e-05) (hash(x)=7058396)
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475 train 7.552730 (lr=8.5316e-05) (hash(x)=6531900)
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476 train 7.561369 (lr=8.5170e-05) (hash(x)=5878912)
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| 499 |
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477 train 7.371514 (lr=8.5022e-05) (hash(x)=5426499)
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478 train 7.595307 (lr=8.4875e-05) (hash(x)=8107004)
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| 501 |
+
479 train 8.290646 (lr=8.4726e-05) (hash(x)=7455372)
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| 502 |
+
480 train 8.245323 (lr=8.4577e-05) (hash(x)=7727959)
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| 503 |
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481 train 8.214881 (lr=8.4428e-05) (hash(x)=8319119)
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| 504 |
+
482 train 8.178007 (lr=8.4278e-05) (hash(x)=7581656)
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| 505 |
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483 train 8.239472 (lr=8.4127e-05) (hash(x)=7592128)
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| 506 |
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484 train 8.249104 (lr=8.3976e-05) (hash(x)=10506633)
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485 train 8.222606 (lr=8.3824e-05) (hash(x)=8704170)
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| 508 |
+
486 train 7.901765 (lr=8.3672e-05) (hash(x)=7461138)
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| 509 |
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487 train 7.674077 (lr=8.3519e-05) (hash(x)=7165037)
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| 510 |
+
488 train 7.844088 (lr=8.3366e-05) (hash(x)=4976998)
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| 511 |
+
489 train 7.524818 (lr=8.3212e-05) (hash(x)=7678000)
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| 512 |
+
490 train 7.573645 (lr=8.3057e-05) (hash(x)=6299409)
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| 513 |
+
491 train 7.514767 (lr=8.2902e-05) (hash(x)=7414788)
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| 514 |
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492 train 7.604311 (lr=8.2746e-05) (hash(x)=5063061)
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| 515 |
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493 train 7.561200 (lr=8.2590e-05) (hash(x)=7326216)
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| 516 |
+
494 train 7.687844 (lr=8.2434e-05) (hash(x)=7492012)
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| 517 |
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495 train 7.625070 (lr=8.2276e-05) (hash(x)=5857162)
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| 518 |
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496 train 7.432327 (lr=8.2119e-05) (hash(x)=6169001)
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| 519 |
+
497 train 9.275414 (lr=8.1960e-05) (hash(x)=14715669)
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| 520 |
+
498 train 12.021711 (lr=8.1801e-05) (hash(x)=18256706)
|
| 521 |
+
499 train 11.997477 (lr=8.1642e-05) (hash(x)=16950560)
|
| 522 |
+
500 val loss 7.5712
|
| 523 |
+
500 val perplexity 1941.3759
|
| 524 |
+
500 train 8.319768 (lr=8.1482e-05) (hash(x)=6113563)
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| 525 |
+
501 train 7.188338 (lr=8.1322e-05) (hash(x)=6159125)
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| 526 |
+
502 train 7.592231 (lr=8.1161e-05) (hash(x)=5482303)
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| 527 |
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503 train 7.627305 (lr=8.1000e-05) (hash(x)=5908442)
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| 528 |
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504 train 7.497091 (lr=8.0838e-05) (hash(x)=4985045)
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| 529 |
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505 train 7.429093 (lr=8.0676e-05) (hash(x)=6668887)
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| 530 |
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506 train 7.526974 (lr=8.0513e-05) (hash(x)=6123910)
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| 531 |
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507 train 7.629738 (lr=8.0349e-05) (hash(x)=7662975)
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| 532 |
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508 train 7.570232 (lr=8.0186e-05) (hash(x)=7191898)
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| 533 |
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509 train 7.508491 (lr=8.0021e-05) (hash(x)=6669539)
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| 534 |
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510 train 7.580479 (lr=7.9856e-05) (hash(x)=6557481)
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| 535 |
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511 train 7.481220 (lr=7.9691e-05) (hash(x)=5015998)
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512 train 7.529236 (lr=7.9525e-05) (hash(x)=4964540)
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513 train 7.387224 (lr=7.9359e-05) (hash(x)=5458386)
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514 train 7.716806 (lr=7.9192e-05) (hash(x)=6077616)
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| 539 |
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515 train 7.508154 (lr=7.9025e-05) (hash(x)=4849847)
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516 train 7.541708 (lr=7.8858e-05) (hash(x)=5431422)
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517 train 7.724491 (lr=7.8689e-05) (hash(x)=5125562)
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518 train 7.633122 (lr=7.8521e-05) (hash(x)=5587715)
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| 543 |
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519 train 7.692536 (lr=7.8352e-05) (hash(x)=6012047)
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| 544 |
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520 train 7.546825 (lr=7.8182e-05) (hash(x)=5668436)
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| 545 |
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521 train 7.569431 (lr=7.8012e-05) (hash(x)=6079364)
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| 546 |
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522 train 7.689155 (lr=7.7842e-05) (hash(x)=5200504)
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523 train 7.429648 (lr=7.7671e-05) (hash(x)=6030395)
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| 548 |
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524 train 7.664275 (lr=7.7500e-05) (hash(x)=6855319)
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525 train 7.448567 (lr=7.7328e-05) (hash(x)=6781762)
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526 train 7.593457 (lr=7.7156e-05) (hash(x)=6717939)
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527 train 7.601754 (lr=7.6984e-05) (hash(x)=5238325)
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528 train 7.491256 (lr=7.6811e-05) (hash(x)=5808069)
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529 train 7.807417 (lr=7.6637e-05) (hash(x)=8611144)
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530 train 7.504074 (lr=7.6463e-05) (hash(x)=6028738)
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531 train 7.535662 (lr=7.6289e-05) (hash(x)=6901605)
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| 556 |
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532 train 7.484989 (lr=7.6115e-05) (hash(x)=6723307)
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| 557 |
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533 train 7.589094 (lr=7.5940e-05) (hash(x)=5499337)
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| 558 |
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534 train 7.492435 (lr=7.5764e-05) (hash(x)=6586372)
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| 559 |
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535 train 7.625252 (lr=7.5588e-05) (hash(x)=7134874)
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| 560 |
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536 train 7.526498 (lr=7.5412e-05) (hash(x)=8415623)
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537 train 7.556602 (lr=7.5235e-05) (hash(x)=6149038)
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| 562 |
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538 train 7.597550 (lr=7.5058e-05) (hash(x)=6078325)
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| 563 |
+
539 train 7.561991 (lr=7.4881e-05) (hash(x)=6609760)
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| 564 |
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540 train 7.465807 (lr=7.4703e-05) (hash(x)=6185253)
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541 train 7.896461 (lr=7.4525e-05) (hash(x)=6652627)
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| 566 |
+
542 train 7.633656 (lr=7.4346e-05) (hash(x)=7758536)
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| 567 |
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543 train 7.612063 (lr=7.4167e-05) (hash(x)=8618579)
|
| 568 |
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544 train 7.588217 (lr=7.3988e-05) (hash(x)=6710226)
|
| 569 |
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545 train 7.434253 (lr=7.3808e-05) (hash(x)=5896892)
|
| 570 |
+
546 train 7.443069 (lr=7.3628e-05) (hash(x)=6332995)
|
| 571 |
+
547 train 7.860254 (lr=7.3448e-05) (hash(x)=8945854)
|
| 572 |
+
548 train 7.432050 (lr=7.3267e-05) (hash(x)=4329129)
|
| 573 |
+
549 train 7.493251 (lr=7.3086e-05) (hash(x)=6775103)
|
| 574 |
+
550 val loss 7.5143
|
| 575 |
+
550 val perplexity 1834.1144
|
| 576 |
+
550 train 7.607581 (lr=7.2904e-05) (hash(x)=4465735)
|
| 577 |
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580 train 7.530699 (lr=6.7315e-05) (hash(x)=5841684)
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589 train 7.511392 (lr=6.5592e-05) (hash(x)=8352747)
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590 train 7.833665 (lr=6.5399e-05) (hash(x)=4829700)
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592 train 7.622293 (lr=6.5013e-05) (hash(x)=7686831)
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593 train 7.474770 (lr=6.4820e-05) (hash(x)=6433099)
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595 train 7.424981 (lr=6.4433e-05) (hash(x)=6424428)
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596 train 7.311295 (lr=6.4240e-05) (hash(x)=6073605)
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599 train 7.593262 (lr=6.3658e-05) (hash(x)=5458532)
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| 626 |
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600 val loss 7.4961
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| 627 |
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600 val perplexity 1800.9910
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| 628 |
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600 train 7.420565 (lr=6.3463e-05) (hash(x)=7823919)
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601 train 7.835981 (lr=6.3269e-05) (hash(x)=7002774)
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602 train 7.672714 (lr=6.3074e-05) (hash(x)=7056399)
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603 train 7.867592 (lr=6.2879e-05) (hash(x)=8206173)
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605 train 8.019062 (lr=6.2489e-05) (hash(x)=7784971)
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606 train 8.257688 (lr=6.2294e-05) (hash(x)=7118076)
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607 train 7.430291 (lr=6.2098e-05) (hash(x)=6001843)
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608 train 7.511605 (lr=6.1903e-05) (hash(x)=5582437)
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609 train 7.628926 (lr=6.1707e-05) (hash(x)=5698642)
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610 train 7.480402 (lr=6.1511e-05) (hash(x)=6615301)
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611 train 7.507148 (lr=6.1315e-05) (hash(x)=6600751)
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612 train 7.410814 (lr=6.1119e-05) (hash(x)=6880955)
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613 train 7.475226 (lr=6.0923e-05) (hash(x)=5804610)
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614 train 7.412912 (lr=6.0726e-05) (hash(x)=6263347)
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615 train 7.371877 (lr=6.0530e-05) (hash(x)=5162652)
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616 train 7.411459 (lr=6.0333e-05) (hash(x)=6055710)
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617 train 7.371758 (lr=6.0137e-05) (hash(x)=5297006)
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618 train 7.380520 (lr=5.9940e-05) (hash(x)=5923648)
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619 train 7.402765 (lr=5.9743e-05) (hash(x)=6728323)
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620 train 7.421280 (lr=5.9546e-05) (hash(x)=6660239)
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621 train 7.393060 (lr=5.9349e-05) (hash(x)=3964882)
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622 train 7.440411 (lr=5.9152e-05) (hash(x)=5868942)
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623 train 7.358283 (lr=5.8955e-05) (hash(x)=6735993)
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624 train 7.682373 (lr=5.8758e-05) (hash(x)=5926190)
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625 train 7.365679 (lr=5.8560e-05) (hash(x)=5150316)
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626 train 7.399684 (lr=5.8363e-05) (hash(x)=7571467)
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627 train 7.320965 (lr=5.8165e-05) (hash(x)=5220448)
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628 train 7.296511 (lr=5.7968e-05) (hash(x)=6790397)
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629 train 7.786151 (lr=5.7770e-05) (hash(x)=6971289)
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630 train 7.730562 (lr=5.7573e-05) (hash(x)=7123359)
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631 train 7.529173 (lr=5.7375e-05) (hash(x)=5012069)
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632 train 7.487381 (lr=5.7177e-05) (hash(x)=6183574)
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633 train 7.387636 (lr=5.6979e-05) (hash(x)=6576136)
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634 train 7.407414 (lr=5.6782e-05) (hash(x)=6157346)
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635 train 7.401323 (lr=5.6584e-05) (hash(x)=6077647)
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636 train 7.640889 (lr=5.6386e-05) (hash(x)=8369488)
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637 train 7.455949 (lr=5.6188e-05) (hash(x)=6032381)
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638 train 7.349550 (lr=5.5990e-05) (hash(x)=5924756)
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639 train 7.404820 (lr=5.5792e-05) (hash(x)=8410716)
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| 668 |
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640 train 7.374012 (lr=5.5594e-05) (hash(x)=5803440)
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| 669 |
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641 train 7.473207 (lr=5.5396e-05) (hash(x)=6212516)
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| 670 |
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642 train 7.536135 (lr=5.5198e-05) (hash(x)=7165945)
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| 671 |
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643 train 7.261624 (lr=5.5000e-05) (hash(x)=5298545)
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| 672 |
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644 train 7.520327 (lr=5.4802e-05) (hash(x)=6281739)
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| 673 |
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645 train 7.464900 (lr=5.4604e-05) (hash(x)=5779073)
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| 674 |
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646 train 7.359646 (lr=5.4406e-05) (hash(x)=5090107)
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647 train 7.418220 (lr=5.4208e-05) (hash(x)=6340947)
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648 train 7.161737 (lr=5.4010e-05) (hash(x)=4741418)
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| 677 |
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649 train 7.094602 (lr=5.3812e-05) (hash(x)=6530441)
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| 678 |
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650 val loss 7.4723
|
| 679 |
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650 val perplexity 1758.5824
|
| 680 |
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650 train 7.642398 (lr=5.3614e-05) (hash(x)=6396041)
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651 train 7.316564 (lr=5.3416e-05) (hash(x)=7818007)
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| 682 |
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652 train 7.312077 (lr=5.3218e-05) (hash(x)=6478457)
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653 train 7.380846 (lr=5.3021e-05) (hash(x)=6277435)
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654 train 7.342876 (lr=5.2823e-05) (hash(x)=6042369)
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655 train 7.375009 (lr=5.2625e-05) (hash(x)=6226320)
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656 train 7.380784 (lr=5.2427e-05) (hash(x)=5826883)
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657 train 7.477278 (lr=5.2230e-05) (hash(x)=5463751)
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658 train 7.424911 (lr=5.2032e-05) (hash(x)=6433080)
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| 689 |
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659 train 7.261593 (lr=5.1835e-05) (hash(x)=6579329)
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660 train 7.300441 (lr=5.1637e-05) (hash(x)=4724703)
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661 train 7.632395 (lr=5.1440e-05) (hash(x)=6660540)
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662 train 7.433490 (lr=5.1242e-05) (hash(x)=5918756)
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| 693 |
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663 train 7.379390 (lr=5.1045e-05) (hash(x)=6491272)
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664 train 7.319147 (lr=5.0848e-05) (hash(x)=5452863)
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665 train 7.490001 (lr=5.0651e-05) (hash(x)=6766947)
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666 train 7.844019 (lr=5.0454e-05) (hash(x)=7459504)
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667 train 7.524452 (lr=5.0257e-05) (hash(x)=3721218)
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668 train 7.676506 (lr=5.0060e-05) (hash(x)=7929571)
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669 train 7.381314 (lr=4.9863e-05) (hash(x)=5229898)
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| 700 |
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670 train 7.408013 (lr=4.9667e-05) (hash(x)=6083090)
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671 train 7.262152 (lr=4.9470e-05) (hash(x)=6054428)
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672 train 7.431007 (lr=4.9274e-05) (hash(x)=6072563)
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673 train 7.533266 (lr=4.9077e-05) (hash(x)=6290464)
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674 train 7.625160 (lr=4.8881e-05) (hash(x)=6314742)
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675 train 7.297334 (lr=4.8685e-05) (hash(x)=6904498)
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676 train 7.428061 (lr=4.8489e-05) (hash(x)=5378107)
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677 train 7.555771 (lr=4.8293e-05) (hash(x)=7765805)
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678 train 7.383022 (lr=4.8097e-05) (hash(x)=5871280)
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679 train 7.532508 (lr=4.7902e-05) (hash(x)=6543764)
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680 train 7.369411 (lr=4.7706e-05) (hash(x)=7369665)
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681 train 7.485236 (lr=4.7511e-05) (hash(x)=7204955)
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682 train 7.444676 (lr=4.7316e-05) (hash(x)=5856543)
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683 train 7.315861 (lr=4.7121e-05) (hash(x)=4423711)
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684 train 7.284998 (lr=4.6926e-05) (hash(x)=5818153)
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685 train 7.374858 (lr=4.6731e-05) (hash(x)=5343477)
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686 train 7.569736 (lr=4.6537e-05) (hash(x)=6581702)
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687 train 7.407937 (lr=4.6342e-05) (hash(x)=6595856)
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688 train 7.348412 (lr=4.6148e-05) (hash(x)=5325378)
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689 train 7.258319 (lr=4.5954e-05) (hash(x)=7229015)
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| 720 |
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690 train 7.440554 (lr=4.5760e-05) (hash(x)=5918186)
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691 train 7.287374 (lr=4.5567e-05) (hash(x)=5916034)
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| 722 |
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692 train 7.325947 (lr=4.5373e-05) (hash(x)=5280722)
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| 723 |
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693 train 7.734975 (lr=4.5180e-05) (hash(x)=6939521)
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| 724 |
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694 train 7.454517 (lr=4.4987e-05) (hash(x)=5172566)
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| 725 |
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695 train 7.316304 (lr=4.4794e-05) (hash(x)=5492185)
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| 726 |
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696 train 7.174698 (lr=4.4601e-05) (hash(x)=5779011)
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| 727 |
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697 train 7.455735 (lr=4.4408e-05) (hash(x)=6898006)
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| 728 |
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698 train 7.275985 (lr=4.4216e-05) (hash(x)=5779217)
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| 729 |
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699 train 7.138043 (lr=4.4024e-05) (hash(x)=5462008)
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| 730 |
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700 val loss 7.4483
|
| 731 |
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700 val perplexity 1716.8975
|
| 732 |
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700 train 7.277759 (lr=4.3832e-05) (hash(x)=6243843)
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| 733 |
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701 train 7.363749 (lr=4.3640e-05) (hash(x)=7821902)
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| 734 |
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702 train 7.417922 (lr=4.3449e-05) (hash(x)=5222501)
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703 train 7.373488 (lr=4.3258e-05) (hash(x)=6608108)
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704 train 7.513809 (lr=4.3067e-05) (hash(x)=7602879)
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705 train 7.411582 (lr=4.2876e-05) (hash(x)=6295394)
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| 738 |
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706 train 7.377085 (lr=4.2685e-05) (hash(x)=6579907)
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707 train 7.293796 (lr=4.2495e-05) (hash(x)=6803449)
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708 train 7.338017 (lr=4.2305e-05) (hash(x)=5413733)
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709 train 7.295708 (lr=4.2115e-05) (hash(x)=7444134)
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710 train 7.448079 (lr=4.1925e-05) (hash(x)=7028652)
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711 train 7.264015 (lr=4.1736e-05) (hash(x)=5361923)
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712 train 7.357029 (lr=4.1547e-05) (hash(x)=5478293)
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713 train 7.337646 (lr=4.1358e-05) (hash(x)=7803039)
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714 train 7.548423 (lr=4.1170e-05) (hash(x)=6469017)
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715 train 7.433737 (lr=4.0981e-05) (hash(x)=7042578)
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716 train 7.446400 (lr=4.0793e-05) (hash(x)=6927957)
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718 train 7.269823 (lr=4.0418e-05) (hash(x)=6230888)
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719 train 7.533604 (lr=4.0231e-05) (hash(x)=6303658)
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720 train 7.577978 (lr=4.0044e-05) (hash(x)=6769880)
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721 train 7.423652 (lr=3.9857e-05) (hash(x)=6158927)
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722 train 7.369067 (lr=3.9671e-05) (hash(x)=5991631)
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723 train 7.255892 (lr=3.9485e-05) (hash(x)=6419656)
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726 train 7.576676 (lr=3.8929e-05) (hash(x)=7171433)
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727 train 7.333326 (lr=3.8744e-05) (hash(x)=7099888)
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729 train 7.457294 (lr=3.8376e-05) (hash(x)=6352424)
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730 train 7.363271 (lr=3.8192e-05) (hash(x)=4893671)
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732 train 7.377453 (lr=3.7825e-05) (hash(x)=5502233)
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733 train 7.318246 (lr=3.7642e-05) (hash(x)=6844597)
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735 train 7.494901 (lr=3.7277e-05) (hash(x)=6009861)
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742 train 7.386904 (lr=3.6012e-05) (hash(x)=4535000)
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743 train 7.259915 (lr=3.5833e-05) (hash(x)=4440634)
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744 train 7.274788 (lr=3.5654e-05) (hash(x)=5222077)
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745 train 7.297772 (lr=3.5475e-05) (hash(x)=4788998)
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747 train 7.223709 (lr=3.5119e-05) (hash(x)=7378165)
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748 train 7.308453 (lr=3.4942e-05) (hash(x)=5475646)
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749 train 7.316569 (lr=3.4765e-05) (hash(x)=4771243)
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| 782 |
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750 val loss 7.4290
|
| 783 |
+
750 val perplexity 1684.0638
|
| 784 |
+
750 train 7.209068 (lr=3.4588e-05) (hash(x)=6668088)
|
| 785 |
+
751 train 7.410710 (lr=3.4412e-05) (hash(x)=5716089)
|
| 786 |
+
752 train 7.379200 (lr=3.4236e-05) (hash(x)=6991946)
|
| 787 |
+
753 train 7.276920 (lr=3.4060e-05) (hash(x)=7991009)
|
| 788 |
+
754 train 7.377810 (lr=3.3885e-05) (hash(x)=6037018)
|
| 789 |
+
755 train 7.333932 (lr=3.3711e-05) (hash(x)=5348607)
|
| 790 |
+
756 train 7.488078 (lr=3.3537e-05) (hash(x)=5190526)
|
| 791 |
+
757 train 7.365550 (lr=3.3363e-05) (hash(x)=6036146)
|
| 792 |
+
758 train 7.255570 (lr=3.3189e-05) (hash(x)=5329783)
|
| 793 |
+
759 train 7.352256 (lr=3.3016e-05) (hash(x)=6658718)
|
| 794 |
+
760 train 7.242823 (lr=3.2844e-05) (hash(x)=4820939)
|
| 795 |
+
761 train 7.252680 (lr=3.2672e-05) (hash(x)=6176253)
|
| 796 |
+
762 train 7.222097 (lr=3.2500e-05) (hash(x)=5316750)
|
| 797 |
+
763 train 7.310517 (lr=3.2329e-05) (hash(x)=4542895)
|
| 798 |
+
764 train 7.092785 (lr=3.2158e-05) (hash(x)=5395673)
|
| 799 |
+
765 train 7.196866 (lr=3.1988e-05) (hash(x)=5549073)
|
| 800 |
+
766 train 7.454140 (lr=3.1818e-05) (hash(x)=5233723)
|
| 801 |
+
767 train 7.505625 (lr=3.1648e-05) (hash(x)=5342783)
|
| 802 |
+
768 train 7.439860 (lr=3.1479e-05) (hash(x)=5552448)
|
| 803 |
+
769 train 7.596329 (lr=3.1311e-05) (hash(x)=6549546)
|
| 804 |
+
770 train 7.231628 (lr=3.1142e-05) (hash(x)=3816493)
|
| 805 |
+
771 train 7.292289 (lr=3.0975e-05) (hash(x)=6170599)
|
| 806 |
+
772 train 7.800466 (lr=3.0808e-05) (hash(x)=6708759)
|
| 807 |
+
773 train 7.394939 (lr=3.0641e-05) (hash(x)=8483134)
|
| 808 |
+
774 train 7.991918 (lr=3.0475e-05) (hash(x)=5583732)
|
| 809 |
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775 train 7.392884 (lr=3.0309e-05) (hash(x)=4865036)
|
| 810 |
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776 train 7.268393 (lr=3.0144e-05) (hash(x)=7234336)
|
| 811 |
+
777 train 7.306252 (lr=2.9979e-05) (hash(x)=4433890)
|
| 812 |
+
778 train 7.625133 (lr=2.9814e-05) (hash(x)=7484636)
|
| 813 |
+
779 train 8.148495 (lr=2.9651e-05) (hash(x)=6738597)
|
| 814 |
+
780 train 7.326751 (lr=2.9487e-05) (hash(x)=6752421)
|
| 815 |
+
781 train 7.532525 (lr=2.9324e-05) (hash(x)=5459620)
|
| 816 |
+
782 train 7.432144 (lr=2.9162e-05) (hash(x)=6718131)
|
| 817 |
+
783 train 7.418931 (lr=2.9000e-05) (hash(x)=4604074)
|
| 818 |
+
784 train 7.296824 (lr=2.8839e-05) (hash(x)=5946124)
|
| 819 |
+
785 train 7.577932 (lr=2.8678e-05) (hash(x)=8045501)
|
| 820 |
+
786 train 7.705376 (lr=2.8518e-05) (hash(x)=5712725)
|
| 821 |
+
787 train 7.397311 (lr=2.8358e-05) (hash(x)=6176464)
|
| 822 |
+
788 train 7.462009 (lr=2.8199e-05) (hash(x)=6276702)
|
| 823 |
+
789 train 7.255145 (lr=2.8040e-05) (hash(x)=6127317)
|
| 824 |
+
790 train 7.397742 (lr=2.7881e-05) (hash(x)=7221374)
|
| 825 |
+
791 train 7.368383 (lr=2.7724e-05) (hash(x)=5571462)
|
| 826 |
+
792 train 7.401064 (lr=2.7566e-05) (hash(x)=7518021)
|
| 827 |
+
793 train 7.392969 (lr=2.7410e-05) (hash(x)=6640755)
|
| 828 |
+
794 train 7.458731 (lr=2.7254e-05) (hash(x)=6870405)
|
| 829 |
+
795 train 7.475354 (lr=2.7098e-05) (hash(x)=6147295)
|
| 830 |
+
796 train 7.313713 (lr=2.6943e-05) (hash(x)=6782583)
|
| 831 |
+
797 train 7.440812 (lr=2.6788e-05) (hash(x)=6120461)
|
| 832 |
+
798 train 7.395951 (lr=2.6634e-05) (hash(x)=5893870)
|
| 833 |
+
799 train 7.301673 (lr=2.6481e-05) (hash(x)=5123928)
|
| 834 |
+
800 val loss 7.4132
|
| 835 |
+
800 val perplexity 1657.6805
|
| 836 |
+
800 train 7.384249 (lr=2.6328e-05) (hash(x)=7037251)
|
| 837 |
+
801 train 7.373734 (lr=2.6176e-05) (hash(x)=5428813)
|
| 838 |
+
802 train 7.306117 (lr=2.6024e-05) (hash(x)=5550387)
|
| 839 |
+
803 train 7.390250 (lr=2.5873e-05) (hash(x)=6448586)
|
| 840 |
+
804 train 7.534525 (lr=2.5722e-05) (hash(x)=5916934)
|
| 841 |
+
805 train 7.460178 (lr=2.5572e-05) (hash(x)=8116987)
|
| 842 |
+
806 train 7.465727 (lr=2.5423e-05) (hash(x)=6210899)
|
| 843 |
+
807 train 7.590629 (lr=2.5274e-05) (hash(x)=5974342)
|
| 844 |
+
808 train 7.577329 (lr=2.5125e-05) (hash(x)=7236199)
|
| 845 |
+
809 train 7.513281 (lr=2.4978e-05) (hash(x)=5261336)
|
| 846 |
+
810 train 7.334577 (lr=2.4830e-05) (hash(x)=6310720)
|
| 847 |
+
811 train 7.354394 (lr=2.4684e-05) (hash(x)=5307056)
|
| 848 |
+
812 train 7.198193 (lr=2.4538e-05) (hash(x)=7356633)
|
| 849 |
+
813 train 7.297832 (lr=2.4392e-05) (hash(x)=5865119)
|
| 850 |
+
814 train 7.192027 (lr=2.4247e-05) (hash(x)=5979205)
|
| 851 |
+
815 train 7.370776 (lr=2.4103e-05) (hash(x)=6672380)
|
| 852 |
+
816 train 7.375759 (lr=2.3959e-05) (hash(x)=5565030)
|
| 853 |
+
817 train 7.332466 (lr=2.3816e-05) (hash(x)=6886810)
|
| 854 |
+
818 train 7.392402 (lr=2.3674e-05) (hash(x)=5926478)
|
| 855 |
+
819 train 7.599762 (lr=2.3532e-05) (hash(x)=6564071)
|
| 856 |
+
820 train 7.237552 (lr=2.3391e-05) (hash(x)=5024280)
|
| 857 |
+
821 train 7.213919 (lr=2.3250e-05) (hash(x)=7705089)
|
| 858 |
+
822 train 7.193397 (lr=2.3110e-05) (hash(x)=4037371)
|
| 859 |
+
823 train 7.303055 (lr=2.2971e-05) (hash(x)=5773073)
|
| 860 |
+
824 train 7.321165 (lr=2.2832e-05) (hash(x)=7158139)
|
| 861 |
+
825 train 7.186443 (lr=2.2694e-05) (hash(x)=5905976)
|
| 862 |
+
826 train 7.622326 (lr=2.2556e-05) (hash(x)=13897369)
|
| 863 |
+
827 train 8.801919 (lr=2.2420e-05) (hash(x)=6936653)
|
| 864 |
+
828 train 7.360253 (lr=2.2283e-05) (hash(x)=6592246)
|
| 865 |
+
829 train 7.310474 (lr=2.2148e-05) (hash(x)=6592773)
|
| 866 |
+
830 train 7.395019 (lr=2.2013e-05) (hash(x)=5461178)
|
| 867 |
+
831 train 7.158001 (lr=2.1878e-05) (hash(x)=6796551)
|
| 868 |
+
832 train 7.362367 (lr=2.1745e-05) (hash(x)=4721691)
|
| 869 |
+
833 train 7.307372 (lr=2.1612e-05) (hash(x)=6151589)
|
| 870 |
+
834 train 7.440302 (lr=2.1479e-05) (hash(x)=7008995)
|
| 871 |
+
835 train 7.771308 (lr=2.1347e-05) (hash(x)=7045164)
|
| 872 |
+
836 train 7.356120 (lr=2.1216e-05) (hash(x)=6614221)
|
| 873 |
+
837 train 7.380269 (lr=2.1086e-05) (hash(x)=6650506)
|
| 874 |
+
838 train 7.217260 (lr=2.0956e-05) (hash(x)=6363762)
|
| 875 |
+
839 train 7.373951 (lr=2.0827e-05) (hash(x)=7839748)
|
| 876 |
+
840 train 7.272520 (lr=2.0698e-05) (hash(x)=5124077)
|
| 877 |
+
841 train 7.797008 (lr=2.0570e-05) (hash(x)=6028671)
|
| 878 |
+
842 train 7.226677 (lr=2.0443e-05) (hash(x)=5427175)
|
| 879 |
+
843 train 7.547626 (lr=2.0317e-05) (hash(x)=6118408)
|
| 880 |
+
844 train 7.331814 (lr=2.0191e-05) (hash(x)=6022552)
|
| 881 |
+
845 train 7.316694 (lr=2.0066e-05) (hash(x)=5757526)
|
| 882 |
+
846 train 7.836789 (lr=1.9941e-05) (hash(x)=6476549)
|
| 883 |
+
847 train 7.135097 (lr=1.9818e-05) (hash(x)=6030172)
|
| 884 |
+
848 train 7.519093 (lr=1.9694e-05) (hash(x)=5917229)
|
| 885 |
+
849 train 7.544286 (lr=1.9572e-05) (hash(x)=6719882)
|
| 886 |
+
850 val loss 7.4008
|
| 887 |
+
850 val perplexity 1637.3448
|
| 888 |
+
850 train 7.427021 (lr=1.9450e-05) (hash(x)=5441498)
|
| 889 |
+
851 train 7.315691 (lr=1.9329e-05) (hash(x)=5028050)
|
| 890 |
+
852 train 7.375894 (lr=1.9209e-05) (hash(x)=8487491)
|
| 891 |
+
853 train 7.340427 (lr=1.9089e-05) (hash(x)=5682910)
|
| 892 |
+
854 train 7.544554 (lr=1.8970e-05) (hash(x)=6781362)
|
| 893 |
+
855 train 7.365804 (lr=1.8852e-05) (hash(x)=5747891)
|
| 894 |
+
856 train 7.398807 (lr=1.8734e-05) (hash(x)=7627661)
|
| 895 |
+
857 train 7.050218 (lr=1.8618e-05) (hash(x)=5734208)
|
| 896 |
+
858 train 7.211808 (lr=1.8501e-05) (hash(x)=6162015)
|
| 897 |
+
859 train 7.413092 (lr=1.8386e-05) (hash(x)=7024381)
|
| 898 |
+
860 train 7.627446 (lr=1.8271e-05) (hash(x)=5198498)
|
| 899 |
+
861 train 7.617412 (lr=1.8157e-05) (hash(x)=7814361)
|
| 900 |
+
862 train 7.489380 (lr=1.8044e-05) (hash(x)=7394995)
|
| 901 |
+
863 train 7.373221 (lr=1.7931e-05) (hash(x)=5765893)
|
| 902 |
+
864 train 7.173771 (lr=1.7819e-05) (hash(x)=4990435)
|
| 903 |
+
865 train 7.316307 (lr=1.7708e-05) (hash(x)=5572048)
|
| 904 |
+
866 train 7.480632 (lr=1.7598e-05) (hash(x)=7093293)
|
| 905 |
+
867 train 7.356171 (lr=1.7488e-05) (hash(x)=5610058)
|
| 906 |
+
868 train 7.269330 (lr=1.7379e-05) (hash(x)=6771468)
|
| 907 |
+
869 train 7.295402 (lr=1.7271e-05) (hash(x)=4459483)
|
| 908 |
+
870 train 7.186852 (lr=1.7163e-05) (hash(x)=4926546)
|
| 909 |
+
871 train 7.290637 (lr=1.7056e-05) (hash(x)=6758411)
|
| 910 |
+
872 train 7.273262 (lr=1.6950e-05) (hash(x)=7394277)
|
| 911 |
+
873 train 7.390432 (lr=1.6845e-05) (hash(x)=6701381)
|
| 912 |
+
874 train 7.797503 (lr=1.6740e-05) (hash(x)=8120966)
|
| 913 |
+
875 train 7.253914 (lr=1.6636e-05) (hash(x)=5416400)
|
| 914 |
+
876 train 7.252780 (lr=1.6533e-05) (hash(x)=6292778)
|
| 915 |
+
877 train 7.188558 (lr=1.6431e-05) (hash(x)=5919569)
|
| 916 |
+
878 train 7.511118 (lr=1.6329e-05) (hash(x)=7561740)
|
| 917 |
+
879 train 7.266269 (lr=1.6228e-05) (hash(x)=5282870)
|
| 918 |
+
880 train 7.292302 (lr=1.6128e-05) (hash(x)=5473238)
|
| 919 |
+
881 train 7.158679 (lr=1.6029e-05) (hash(x)=8072181)
|
| 920 |
+
882 train 7.188862 (lr=1.5930e-05) (hash(x)=6757322)
|
| 921 |
+
883 train 7.155596 (lr=1.5832e-05) (hash(x)=7996770)
|
| 922 |
+
884 train 7.227199 (lr=1.5735e-05) (hash(x)=3181021)
|
| 923 |
+
885 train 7.260509 (lr=1.5639e-05) (hash(x)=5093519)
|
| 924 |
+
886 train 7.263531 (lr=1.5543e-05) (hash(x)=5391352)
|
| 925 |
+
887 train 7.296053 (lr=1.5449e-05) (hash(x)=6270917)
|
| 926 |
+
888 train 7.301110 (lr=1.5354e-05) (hash(x)=5818195)
|
| 927 |
+
889 train 7.031780 (lr=1.5261e-05) (hash(x)=5852780)
|
| 928 |
+
890 train 6.959300 (lr=1.5169e-05) (hash(x)=5777928)
|
| 929 |
+
891 train 7.168554 (lr=1.5077e-05) (hash(x)=5327728)
|
| 930 |
+
892 train 7.187828 (lr=1.4986e-05) (hash(x)=7651281)
|
| 931 |
+
893 train 7.398753 (lr=1.4896e-05) (hash(x)=6260765)
|
| 932 |
+
894 train 7.264123 (lr=1.4806e-05) (hash(x)=6265102)
|
| 933 |
+
895 train 7.488179 (lr=1.4718e-05) (hash(x)=6212894)
|
| 934 |
+
896 train 7.223478 (lr=1.4630e-05) (hash(x)=6901967)
|
| 935 |
+
897 train 7.296988 (lr=1.4543e-05) (hash(x)=6724010)
|
| 936 |
+
898 train 7.288163 (lr=1.4456e-05) (hash(x)=6299033)
|
| 937 |
+
899 train 7.447861 (lr=1.4371e-05) (hash(x)=6059934)
|
| 938 |
+
900 val loss 7.3955
|
| 939 |
+
900 val perplexity 1628.6270
|
| 940 |
+
900 train 7.157464 (lr=1.4286e-05) (hash(x)=6029696)
|
| 941 |
+
901 train 7.054863 (lr=1.4202e-05) (hash(x)=5587382)
|
| 942 |
+
902 train 7.289368 (lr=1.4119e-05) (hash(x)=5890076)
|
| 943 |
+
903 train 7.214302 (lr=1.4037e-05) (hash(x)=7274108)
|
| 944 |
+
904 train 7.329493 (lr=1.3955e-05) (hash(x)=7975528)
|
| 945 |
+
905 train 7.345973 (lr=1.3874e-05) (hash(x)=6085396)
|
| 946 |
+
906 train 7.229750 (lr=1.3794e-05) (hash(x)=6724496)
|
| 947 |
+
907 train 7.238358 (lr=1.3715e-05) (hash(x)=4784666)
|
| 948 |
+
908 train 7.241588 (lr=1.3637e-05) (hash(x)=7193845)
|
| 949 |
+
909 train 7.426858 (lr=1.3559e-05) (hash(x)=6288638)
|
| 950 |
+
910 train 7.367076 (lr=1.3482e-05) (hash(x)=5685285)
|
| 951 |
+
911 train 7.355628 (lr=1.3407e-05) (hash(x)=7714288)
|
| 952 |
+
912 train 7.440588 (lr=1.3331e-05) (hash(x)=5983679)
|
| 953 |
+
913 train 7.379293 (lr=1.3257e-05) (hash(x)=5534748)
|
| 954 |
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914 train 7.312242 (lr=1.3183e-05) (hash(x)=6545471)
|
| 955 |
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915 train 7.330667 (lr=1.3111e-05) (hash(x)=6361270)
|
| 956 |
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916 train 7.312091 (lr=1.3039e-05) (hash(x)=6257744)
|
| 957 |
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917 train 7.326831 (lr=1.2968e-05) (hash(x)=4682956)
|
| 958 |
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918 train 7.212829 (lr=1.2897e-05) (hash(x)=4521756)
|
| 959 |
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919 train 7.364055 (lr=1.2828e-05) (hash(x)=7568935)
|
| 960 |
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920 train 7.279306 (lr=1.2759e-05) (hash(x)=7969353)
|
| 961 |
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921 train 7.456676 (lr=1.2691e-05) (hash(x)=7973311)
|
| 962 |
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922 train 7.112971 (lr=1.2624e-05) (hash(x)=4843937)
|
| 963 |
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923 train 7.297282 (lr=1.2558e-05) (hash(x)=6987352)
|
| 964 |
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924 train 7.425914 (lr=1.2493e-05) (hash(x)=7179418)
|
| 965 |
+
925 train 7.054530 (lr=1.2428e-05) (hash(x)=5413904)
|
| 966 |
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926 train 7.455254 (lr=1.2364e-05) (hash(x)=6028105)
|
| 967 |
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927 train 7.401783 (lr=1.2301e-05) (hash(x)=6732924)
|
| 968 |
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928 train 7.282667 (lr=1.2239e-05) (hash(x)=4547651)
|
| 969 |
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929 train 7.452469 (lr=1.2178e-05) (hash(x)=6219754)
|
| 970 |
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930 train 7.212047 (lr=1.2118e-05) (hash(x)=7465186)
|
| 971 |
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931 train 7.370359 (lr=1.2058e-05) (hash(x)=6839070)
|
| 972 |
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932 train 7.232346 (lr=1.1999e-05) (hash(x)=5390324)
|
| 973 |
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933 train 7.205455 (lr=1.1941e-05) (hash(x)=6090120)
|
| 974 |
+
934 train 7.856067 (lr=1.1884e-05) (hash(x)=7123181)
|
| 975 |
+
935 train 7.527866 (lr=1.1828e-05) (hash(x)=7115176)
|
| 976 |
+
936 train 7.494783 (lr=1.1772e-05) (hash(x)=7016990)
|
| 977 |
+
937 train 7.291622 (lr=1.1718e-05) (hash(x)=4989299)
|
| 978 |
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938 train 7.282129 (lr=1.1664e-05) (hash(x)=6783311)
|
| 979 |
+
939 train 7.260326 (lr=1.1611e-05) (hash(x)=7497590)
|
| 980 |
+
940 train 7.492116 (lr=1.1559e-05) (hash(x)=6767514)
|
| 981 |
+
941 train 7.267005 (lr=1.1508e-05) (hash(x)=3977557)
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| 982 |
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942 train 7.387469 (lr=1.1457e-05) (hash(x)=4806492)
|
| 983 |
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943 train 7.275816 (lr=1.1408e-05) (hash(x)=5524165)
|
| 984 |
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944 train 7.355778 (lr=1.1359e-05) (hash(x)=4930752)
|
| 985 |
+
945 train 7.340404 (lr=1.1311e-05) (hash(x)=5124936)
|
| 986 |
+
946 train 7.189746 (lr=1.1264e-05) (hash(x)=6877351)
|
| 987 |
+
947 train 7.485983 (lr=1.1218e-05) (hash(x)=5522119)
|
| 988 |
+
948 train 7.272012 (lr=1.1173e-05) (hash(x)=6183512)
|
| 989 |
+
949 train 7.196634 (lr=1.1128e-05) (hash(x)=5030865)
|
| 990 |
+
950 val loss 7.3856
|
| 991 |
+
950 val perplexity 1612.5575
|
| 992 |
+
950 train 7.288042 (lr=1.1085e-05) (hash(x)=6619812)
|
| 993 |
+
951 train 7.329567 (lr=1.1042e-05) (hash(x)=6411783)
|
| 994 |
+
952 train 7.286347 (lr=1.1000e-05) (hash(x)=6748982)
|
| 995 |
+
953 train 7.186785 (lr=1.0959e-05) (hash(x)=6581937)
|
| 996 |
+
954 train 7.322198 (lr=1.0919e-05) (hash(x)=7881022)
|
| 997 |
+
955 train 7.253920 (lr=1.0879e-05) (hash(x)=5116910)
|
| 998 |
+
956 train 7.060466 (lr=1.0841e-05) (hash(x)=4880833)
|
| 999 |
+
957 train 7.103237 (lr=1.0803e-05) (hash(x)=7353459)
|
| 1000 |
+
958 train 7.189532 (lr=1.0766e-05) (hash(x)=4951302)
|
| 1001 |
+
959 train 7.081435 (lr=1.0730e-05) (hash(x)=6344535)
|
| 1002 |
+
960 train 7.758891 (lr=1.0695e-05) (hash(x)=7411763)
|
| 1003 |
+
961 train 7.272539 (lr=1.0661e-05) (hash(x)=5840169)
|
| 1004 |
+
962 train 7.384135 (lr=1.0628e-05) (hash(x)=5784788)
|
| 1005 |
+
963 train 7.166114 (lr=1.0595e-05) (hash(x)=6754290)
|
| 1006 |
+
964 train 7.475963 (lr=1.0563e-05) (hash(x)=6369963)
|
| 1007 |
+
965 train 7.559347 (lr=1.0533e-05) (hash(x)=6484573)
|
| 1008 |
+
966 train 7.106179 (lr=1.0503e-05) (hash(x)=6516338)
|
| 1009 |
+
967 train 7.159538 (lr=1.0474e-05) (hash(x)=5260125)
|
| 1010 |
+
968 train 7.296071 (lr=1.0445e-05) (hash(x)=5781624)
|
| 1011 |
+
969 train 7.060678 (lr=1.0418e-05) (hash(x)=4881179)
|
| 1012 |
+
970 train 7.215987 (lr=1.0391e-05) (hash(x)=6707821)
|
| 1013 |
+
971 train 7.346059 (lr=1.0366e-05) (hash(x)=5001634)
|
| 1014 |
+
972 train 7.197507 (lr=1.0341e-05) (hash(x)=4402949)
|
| 1015 |
+
973 train 7.229362 (lr=1.0317e-05) (hash(x)=7424810)
|
| 1016 |
+
974 train 7.127823 (lr=1.0294e-05) (hash(x)=4814803)
|
| 1017 |
+
975 train 7.030563 (lr=1.0272e-05) (hash(x)=5176431)
|
| 1018 |
+
976 train 7.231709 (lr=1.0251e-05) (hash(x)=5769393)
|
| 1019 |
+
977 train 7.163228 (lr=1.0230e-05) (hash(x)=5421624)
|
| 1020 |
+
978 train 7.393646 (lr=1.0211e-05) (hash(x)=5999773)
|
| 1021 |
+
979 train 7.115360 (lr=1.0192e-05) (hash(x)=5674439)
|
| 1022 |
+
980 train 7.189202 (lr=1.0174e-05) (hash(x)=6345351)
|
| 1023 |
+
981 train 7.123557 (lr=1.0157e-05) (hash(x)=5819157)
|
| 1024 |
+
982 train 7.339509 (lr=1.0141e-05) (hash(x)=11159355)
|
| 1025 |
+
983 train 7.319966 (lr=1.0126e-05) (hash(x)=6506856)
|
| 1026 |
+
984 train 7.196962 (lr=1.0111e-05) (hash(x)=6331023)
|
| 1027 |
+
985 train 7.129354 (lr=1.0098e-05) (hash(x)=6119124)
|
| 1028 |
+
986 train 7.345874 (lr=1.0085e-05) (hash(x)=8142528)
|
| 1029 |
+
987 train 7.509965 (lr=1.0074e-05) (hash(x)=6241669)
|
| 1030 |
+
988 train 7.135898 (lr=1.0063e-05) (hash(x)=3852991)
|
| 1031 |
+
989 train 6.854803 (lr=1.0053e-05) (hash(x)=4992756)
|
| 1032 |
+
990 train 7.607345 (lr=1.0044e-05) (hash(x)=7097145)
|
| 1033 |
+
991 train 7.367468 (lr=1.0035e-05) (hash(x)=7277927)
|
| 1034 |
+
992 train 7.453647 (lr=1.0028e-05) (hash(x)=5661400)
|
| 1035 |
+
993 train 7.381728 (lr=1.0021e-05) (hash(x)=6622097)
|
| 1036 |
+
994 train 7.500656 (lr=1.0016e-05) (hash(x)=5016804)
|
| 1037 |
+
995 train 7.572945 (lr=1.0011e-05) (hash(x)=7026582)
|
| 1038 |
+
996 train 7.344687 (lr=1.0007e-05) (hash(x)=5639136)
|
| 1039 |
+
997 train 7.465575 (lr=1.0004e-05) (hash(x)=5840987)
|
| 1040 |
+
998 train 7.100306 (lr=1.0002e-05) (hash(x)=5265410)
|
| 1041 |
+
999 val loss 7.3793
|
| 1042 |
+
999 val perplexity 1602.3990
|
| 1043 |
+
999 train 7.094858 (lr=1.0000e-05) (hash(x)=4351074)
|
lr1e-4_total_batch_size20480_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4d0f2bbd0fdc72910bcf671ca733b370aa44c5b16e9105cdf7034670e5f0b16
|
| 3 |
+
size 36163010
|
lr1e-4_total_batch_size20480_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2338771406a7e3d4f86484503bf8908f1cbda5024e49aee5ceb59bb3a57921ca
|
| 3 |
+
size 70764358
|