Upload folder using huggingface_hub
Browse files- lr1.5e-3_total_batch_size20480_seq_len128/args.json +1 -0
- lr1.5e-3_total_batch_size20480_seq_len128/dataloader_00999.pt +3 -0
- lr1.5e-3_total_batch_size20480_seq_len128/log2.txt +1043 -0
- lr1.5e-3_total_batch_size20480_seq_len128/model_00999.pt +3 -0
- lr1.5e-3_total_batch_size20480_seq_len128/optimizer_00999.pt +3 -0
lr1.5e-3_total_batch_size20480_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr1.5e-3_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_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 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": 0.0015, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr1.5e-3_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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lr1.5e-3_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=5.2448e-06) (hash(x)=5113283)
|
| 5 |
+
1 train 11.656199 (lr=1.0490e-05) (hash(x)=5534142)
|
| 6 |
+
2 train 11.654834 (lr=1.5734e-05) (hash(x)=6763231)
|
| 7 |
+
3 train 11.592807 (lr=2.0979e-05) (hash(x)=6328012)
|
| 8 |
+
4 train 11.545564 (lr=2.6224e-05) (hash(x)=7052161)
|
| 9 |
+
5 train 11.430749 (lr=3.1469e-05) (hash(x)=5556098)
|
| 10 |
+
6 train 11.355437 (lr=3.6713e-05) (hash(x)=4696943)
|
| 11 |
+
7 train 11.196596 (lr=4.1958e-05) (hash(x)=6219138)
|
| 12 |
+
8 train 11.065966 (lr=4.7203e-05) (hash(x)=6049878)
|
| 13 |
+
9 train 10.958699 (lr=5.2448e-05) (hash(x)=5491972)
|
| 14 |
+
10 train 10.830196 (lr=5.7692e-05) (hash(x)=8075458)
|
| 15 |
+
11 train 10.709135 (lr=6.2937e-05) (hash(x)=5917741)
|
| 16 |
+
12 train 10.648876 (lr=6.8182e-05) (hash(x)=5750403)
|
| 17 |
+
13 train 10.577779 (lr=7.3427e-05) (hash(x)=6112458)
|
| 18 |
+
14 train 10.522706 (lr=7.8671e-05) (hash(x)=5806490)
|
| 19 |
+
15 train 10.427026 (lr=8.3916e-05) (hash(x)=6568379)
|
| 20 |
+
16 train 10.360064 (lr=8.9161e-05) (hash(x)=7212403)
|
| 21 |
+
17 train 10.332555 (lr=9.4406e-05) (hash(x)=7386082)
|
| 22 |
+
18 train 10.297807 (lr=9.9650e-05) (hash(x)=6359743)
|
| 23 |
+
19 train 10.256972 (lr=1.0490e-04) (hash(x)=6151674)
|
| 24 |
+
20 train 10.270123 (lr=1.1014e-04) (hash(x)=7168704)
|
| 25 |
+
21 train 10.248352 (lr=1.1538e-04) (hash(x)=7859060)
|
| 26 |
+
22 train 10.173741 (lr=1.2063e-04) (hash(x)=6976239)
|
| 27 |
+
23 train 10.182279 (lr=1.2587e-04) (hash(x)=6391506)
|
| 28 |
+
24 train 10.174531 (lr=1.3112e-04) (hash(x)=5245999)
|
| 29 |
+
25 train 10.114564 (lr=1.3636e-04) (hash(x)=5985675)
|
| 30 |
+
26 train 10.014374 (lr=1.4161e-04) (hash(x)=4355733)
|
| 31 |
+
27 train 10.180069 (lr=1.4685e-04) (hash(x)=6984772)
|
| 32 |
+
28 train 9.990271 (lr=1.5210e-04) (hash(x)=6244096)
|
| 33 |
+
29 train 9.989829 (lr=1.5734e-04) (hash(x)=6603717)
|
| 34 |
+
30 train 9.847124 (lr=1.6259e-04) (hash(x)=5669522)
|
| 35 |
+
31 train 9.777426 (lr=1.6783e-04) (hash(x)=6190579)
|
| 36 |
+
32 train 9.803539 (lr=1.7308e-04) (hash(x)=4912983)
|
| 37 |
+
33 train 9.629395 (lr=1.7832e-04) (hash(x)=7276303)
|
| 38 |
+
34 train 9.661088 (lr=1.8357e-04) (hash(x)=5479947)
|
| 39 |
+
35 train 9.722701 (lr=1.8881e-04) (hash(x)=6630378)
|
| 40 |
+
36 train 9.570948 (lr=1.9406e-04) (hash(x)=8097010)
|
| 41 |
+
37 train 9.622107 (lr=1.9930e-04) (hash(x)=9989744)
|
| 42 |
+
38 train 9.425660 (lr=2.0455e-04) (hash(x)=6694932)
|
| 43 |
+
39 train 9.280789 (lr=2.0979e-04) (hash(x)=6317894)
|
| 44 |
+
40 train 9.084509 (lr=2.1503e-04) (hash(x)=5046327)
|
| 45 |
+
41 train 9.103763 (lr=2.2028e-04) (hash(x)=7947703)
|
| 46 |
+
42 train 8.868105 (lr=2.2552e-04) (hash(x)=5916068)
|
| 47 |
+
43 train 8.919394 (lr=2.3077e-04) (hash(x)=5777498)
|
| 48 |
+
44 train 8.794020 (lr=2.3601e-04) (hash(x)=5753092)
|
| 49 |
+
45 train 8.692651 (lr=2.4126e-04) (hash(x)=7723226)
|
| 50 |
+
46 train 8.642941 (lr=2.4650e-04) (hash(x)=7007016)
|
| 51 |
+
47 train 8.470806 (lr=2.5175e-04) (hash(x)=6491229)
|
| 52 |
+
48 train 8.488767 (lr=2.5699e-04) (hash(x)=6390752)
|
| 53 |
+
49 train 8.663141 (lr=2.6224e-04) (hash(x)=6019389)
|
| 54 |
+
50 val loss 8.4014
|
| 55 |
+
50 val perplexity 4453.0786
|
| 56 |
+
50 train 8.432234 (lr=2.6748e-04) (hash(x)=7662067)
|
| 57 |
+
51 train 8.372618 (lr=2.7273e-04) (hash(x)=4648609)
|
| 58 |
+
52 train 8.232944 (lr=2.7797e-04) (hash(x)=4725966)
|
| 59 |
+
53 train 8.143088 (lr=2.8322e-04) (hash(x)=5558355)
|
| 60 |
+
54 train 8.215803 (lr=2.8846e-04) (hash(x)=6524933)
|
| 61 |
+
55 train 8.115613 (lr=2.9371e-04) (hash(x)=6369326)
|
| 62 |
+
56 train 8.116792 (lr=2.9895e-04) (hash(x)=6022625)
|
| 63 |
+
57 train 7.987829 (lr=3.0420e-04) (hash(x)=4906853)
|
| 64 |
+
58 train 7.746727 (lr=3.0944e-04) (hash(x)=5589269)
|
| 65 |
+
59 train 7.945351 (lr=3.1469e-04) (hash(x)=6437376)
|
| 66 |
+
60 train 8.118293 (lr=3.1993e-04) (hash(x)=7304892)
|
| 67 |
+
61 train 8.057110 (lr=3.2517e-04) (hash(x)=7084093)
|
| 68 |
+
62 train 8.070441 (lr=3.3042e-04) (hash(x)=5908178)
|
| 69 |
+
63 train 7.866910 (lr=3.3566e-04) (hash(x)=7048804)
|
| 70 |
+
64 train 7.907369 (lr=3.4091e-04) (hash(x)=6085549)
|
| 71 |
+
65 train 8.007548 (lr=3.4615e-04) (hash(x)=5752594)
|
| 72 |
+
66 train 7.814554 (lr=3.5140e-04) (hash(x)=7662769)
|
| 73 |
+
67 train 7.743587 (lr=3.5664e-04) (hash(x)=6393520)
|
| 74 |
+
68 train 7.959010 (lr=3.6189e-04) (hash(x)=5942867)
|
| 75 |
+
69 train 7.988454 (lr=3.6713e-04) (hash(x)=6793550)
|
| 76 |
+
70 train 7.777963 (lr=3.7238e-04) (hash(x)=7105976)
|
| 77 |
+
71 train 7.838023 (lr=3.7762e-04) (hash(x)=6581348)
|
| 78 |
+
72 train 7.664802 (lr=3.8287e-04) (hash(x)=5555598)
|
| 79 |
+
73 train 7.773661 (lr=3.8811e-04) (hash(x)=6235837)
|
| 80 |
+
74 train 7.690621 (lr=3.9336e-04) (hash(x)=5591770)
|
| 81 |
+
75 train 8.078658 (lr=3.9860e-04) (hash(x)=7083021)
|
| 82 |
+
76 train 7.860896 (lr=4.0385e-04) (hash(x)=7281348)
|
| 83 |
+
77 train 8.053528 (lr=4.0909e-04) (hash(x)=6155821)
|
| 84 |
+
78 train 7.783010 (lr=4.1434e-04) (hash(x)=5736241)
|
| 85 |
+
79 train 7.748882 (lr=4.1958e-04) (hash(x)=5657123)
|
| 86 |
+
80 train 7.916852 (lr=4.2483e-04) (hash(x)=6452095)
|
| 87 |
+
81 train 7.714300 (lr=4.3007e-04) (hash(x)=5312267)
|
| 88 |
+
82 train 7.433357 (lr=4.3531e-04) (hash(x)=5434493)
|
| 89 |
+
83 train 7.815344 (lr=4.4056e-04) (hash(x)=6830813)
|
| 90 |
+
84 train 7.480091 (lr=4.4580e-04) (hash(x)=4752771)
|
| 91 |
+
85 train 7.766188 (lr=4.5105e-04) (hash(x)=6424933)
|
| 92 |
+
86 train 7.757049 (lr=4.5629e-04) (hash(x)=5786517)
|
| 93 |
+
87 train 7.899373 (lr=4.6154e-04) (hash(x)=6680023)
|
| 94 |
+
88 train 7.822234 (lr=4.6678e-04) (hash(x)=6474729)
|
| 95 |
+
89 train 7.791986 (lr=4.7203e-04) (hash(x)=7523279)
|
| 96 |
+
90 train 7.600240 (lr=4.7727e-04) (hash(x)=5508768)
|
| 97 |
+
91 train 7.909948 (lr=4.8252e-04) (hash(x)=6635925)
|
| 98 |
+
92 train 7.707299 (lr=4.8776e-04) (hash(x)=6663801)
|
| 99 |
+
93 train 7.684121 (lr=4.9301e-04) (hash(x)=5869441)
|
| 100 |
+
94 train 7.811765 (lr=4.9825e-04) (hash(x)=6698878)
|
| 101 |
+
95 train 7.675604 (lr=5.0350e-04) (hash(x)=6349004)
|
| 102 |
+
96 train 7.722186 (lr=5.0874e-04) (hash(x)=4986137)
|
| 103 |
+
97 train 7.504371 (lr=5.1399e-04) (hash(x)=6008454)
|
| 104 |
+
98 train 7.580455 (lr=5.1923e-04) (hash(x)=6550770)
|
| 105 |
+
99 train 7.760457 (lr=5.2448e-04) (hash(x)=7682741)
|
| 106 |
+
100 val loss 7.7111
|
| 107 |
+
100 val perplexity 2233.0059
|
| 108 |
+
100 train 7.834822 (lr=5.2972e-04) (hash(x)=7892158)
|
| 109 |
+
101 train 7.708977 (lr=5.3497e-04) (hash(x)=7794028)
|
| 110 |
+
102 train 7.690384 (lr=5.4021e-04) (hash(x)=7093523)
|
| 111 |
+
103 train 7.784535 (lr=5.4545e-04) (hash(x)=6166062)
|
| 112 |
+
104 train 7.719335 (lr=5.5070e-04) (hash(x)=6645781)
|
| 113 |
+
105 train 7.682852 (lr=5.5594e-04) (hash(x)=4811192)
|
| 114 |
+
106 train 7.612810 (lr=5.6119e-04) (hash(x)=5970866)
|
| 115 |
+
107 train 7.621126 (lr=5.6643e-04) (hash(x)=7822680)
|
| 116 |
+
108 train 7.610049 (lr=5.7168e-04) (hash(x)=6317317)
|
| 117 |
+
109 train 7.736577 (lr=5.7692e-04) (hash(x)=6431409)
|
| 118 |
+
110 train 7.722856 (lr=5.8217e-04) (hash(x)=6653337)
|
| 119 |
+
111 train 7.686261 (lr=5.8741e-04) (hash(x)=5323032)
|
| 120 |
+
112 train 7.562115 (lr=5.9266e-04) (hash(x)=5125339)
|
| 121 |
+
113 train 7.479772 (lr=5.9790e-04) (hash(x)=7363286)
|
| 122 |
+
114 train 7.958846 (lr=6.0315e-04) (hash(x)=7670050)
|
| 123 |
+
115 train 7.678079 (lr=6.0839e-04) (hash(x)=5616075)
|
| 124 |
+
116 train 7.742112 (lr=6.1364e-04) (hash(x)=6593764)
|
| 125 |
+
117 train 7.814540 (lr=6.1888e-04) (hash(x)=5672608)
|
| 126 |
+
118 train 7.644459 (lr=6.2413e-04) (hash(x)=6828653)
|
| 127 |
+
119 train 7.599339 (lr=6.2937e-04) (hash(x)=6839867)
|
| 128 |
+
120 train 7.796554 (lr=6.3462e-04) (hash(x)=8426992)
|
| 129 |
+
121 train 7.418078 (lr=6.3986e-04) (hash(x)=4916928)
|
| 130 |
+
122 train 7.648375 (lr=6.4510e-04) (hash(x)=6484050)
|
| 131 |
+
123 train 7.737336 (lr=6.5035e-04) (hash(x)=8353379)
|
| 132 |
+
124 train 7.678030 (lr=6.5559e-04) (hash(x)=6552510)
|
| 133 |
+
125 train 7.643674 (lr=6.6084e-04) (hash(x)=4838871)
|
| 134 |
+
126 train 7.406717 (lr=6.6608e-04) (hash(x)=3021697)
|
| 135 |
+
127 train 7.555677 (lr=6.7133e-04) (hash(x)=6795665)
|
| 136 |
+
128 train 7.560263 (lr=6.7657e-04) (hash(x)=5486935)
|
| 137 |
+
129 train 7.788219 (lr=6.8182e-04) (hash(x)=6678038)
|
| 138 |
+
130 train 7.813459 (lr=6.8706e-04) (hash(x)=6657714)
|
| 139 |
+
131 train 7.664540 (lr=6.9231e-04) (hash(x)=6112215)
|
| 140 |
+
132 train 7.728020 (lr=6.9755e-04) (hash(x)=8353143)
|
| 141 |
+
133 train 7.754289 (lr=7.0280e-04) (hash(x)=5915361)
|
| 142 |
+
134 train 7.653434 (lr=7.0804e-04) (hash(x)=6254885)
|
| 143 |
+
135 train 7.659563 (lr=7.1329e-04) (hash(x)=5771588)
|
| 144 |
+
136 train 7.625689 (lr=7.1853e-04) (hash(x)=5561507)
|
| 145 |
+
137 train 7.567125 (lr=7.2378e-04) (hash(x)=5688829)
|
| 146 |
+
138 train 7.594048 (lr=7.2902e-04) (hash(x)=5371951)
|
| 147 |
+
139 train 7.779230 (lr=7.3427e-04) (hash(x)=5443305)
|
| 148 |
+
140 train 7.720368 (lr=7.3951e-04) (hash(x)=5016757)
|
| 149 |
+
141 train 7.723347 (lr=7.4476e-04) (hash(x)=6901933)
|
| 150 |
+
142 train 7.686146 (lr=7.5000e-04) (hash(x)=6019085)
|
| 151 |
+
143 train 7.532293 (lr=7.5524e-04) (hash(x)=4294425)
|
| 152 |
+
144 train 7.627684 (lr=7.6049e-04) (hash(x)=6095229)
|
| 153 |
+
145 train 7.433883 (lr=7.6573e-04) (hash(x)=4363941)
|
| 154 |
+
146 train 7.540045 (lr=7.7098e-04) (hash(x)=4693798)
|
| 155 |
+
147 train 8.160391 (lr=7.7622e-04) (hash(x)=5486335)
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148 train 7.901616 (lr=7.8147e-04) (hash(x)=7907450)
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| 157 |
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149 train 7.728026 (lr=7.8671e-04) (hash(x)=7295165)
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150 val loss 7.6103
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| 159 |
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150 val perplexity 2018.9358
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| 160 |
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150 train 7.663303 (lr=7.9196e-04) (hash(x)=6814026)
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151 train 7.754788 (lr=7.9720e-04) (hash(x)=6267424)
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152 train 7.794881 (lr=8.0245e-04) (hash(x)=8086437)
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153 train 7.809658 (lr=8.0769e-04) (hash(x)=5270452)
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154 train 7.640813 (lr=8.1294e-04) (hash(x)=6420820)
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155 train 7.531672 (lr=8.1818e-04) (hash(x)=6305297)
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156 train 7.708363 (lr=8.2343e-04) (hash(x)=7889849)
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157 train 8.138688 (lr=8.2867e-04) (hash(x)=6040077)
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158 train 8.114298 (lr=8.3392e-04) (hash(x)=5652497)
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159 train 7.683683 (lr=8.3916e-04) (hash(x)=7130251)
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160 train 7.499966 (lr=8.4441e-04) (hash(x)=6610177)
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161 train 7.557239 (lr=8.4965e-04) (hash(x)=6508350)
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162 train 7.751796 (lr=8.5490e-04) (hash(x)=6994983)
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163 train 7.698402 (lr=8.6014e-04) (hash(x)=5859576)
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164 train 7.255237 (lr=8.6538e-04) (hash(x)=5487065)
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165 train 7.536467 (lr=8.7063e-04) (hash(x)=4892065)
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166 train 7.456326 (lr=8.7587e-04) (hash(x)=4933674)
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167 train 7.657593 (lr=8.8112e-04) (hash(x)=7317289)
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168 train 7.766937 (lr=8.8636e-04) (hash(x)=6811522)
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169 train 7.570502 (lr=8.9161e-04) (hash(x)=5510218)
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170 train 7.740545 (lr=8.9685e-04) (hash(x)=7304235)
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171 train 7.877504 (lr=9.0210e-04) (hash(x)=6752265)
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172 train 7.596398 (lr=9.0734e-04) (hash(x)=5994476)
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173 train 7.552845 (lr=9.1259e-04) (hash(x)=6530867)
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174 train 7.636429 (lr=9.1783e-04) (hash(x)=5746260)
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175 train 7.597188 (lr=9.2308e-04) (hash(x)=5790078)
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176 train 7.614393 (lr=9.2832e-04) (hash(x)=6430135)
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177 train 7.673423 (lr=9.3357e-04) (hash(x)=7614023)
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178 train 7.662975 (lr=9.3881e-04) (hash(x)=5244861)
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179 train 7.644286 (lr=9.4406e-04) (hash(x)=5245146)
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180 train 7.526990 (lr=9.4930e-04) (hash(x)=6415565)
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181 train 7.585247 (lr=9.5455e-04) (hash(x)=5786972)
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182 train 7.622163 (lr=9.5979e-04) (hash(x)=6131703)
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183 train 7.627586 (lr=9.6503e-04) (hash(x)=6346459)
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184 train 7.657121 (lr=9.7028e-04) (hash(x)=6504131)
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185 train 7.646118 (lr=9.7552e-04) (hash(x)=5209234)
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186 train 7.556009 (lr=9.8077e-04) (hash(x)=6163272)
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187 train 7.564787 (lr=9.8601e-04) (hash(x)=5676768)
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188 train 7.651370 (lr=9.9126e-04) (hash(x)=6090561)
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189 train 7.767120 (lr=9.9650e-04) (hash(x)=5863092)
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190 train 7.686440 (lr=1.0017e-03) (hash(x)=7201312)
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191 train 7.756906 (lr=1.0070e-03) (hash(x)=7019489)
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192 train 7.553111 (lr=1.0122e-03) (hash(x)=6225608)
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193 train 7.646795 (lr=1.0175e-03) (hash(x)=5483019)
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194 train 7.591859 (lr=1.0227e-03) (hash(x)=5903258)
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195 train 7.634333 (lr=1.0280e-03) (hash(x)=5968716)
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196 train 7.602778 (lr=1.0332e-03) (hash(x)=5778017)
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197 train 7.340197 (lr=1.0385e-03) (hash(x)=7780194)
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198 train 7.544653 (lr=1.0437e-03) (hash(x)=6140998)
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| 209 |
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199 train 7.517815 (lr=1.0490e-03) (hash(x)=3784321)
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| 210 |
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200 val loss 7.5342
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| 211 |
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200 val perplexity 1870.9634
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| 212 |
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200 train 7.539381 (lr=1.0542e-03) (hash(x)=5860821)
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201 train 7.595202 (lr=1.0594e-03) (hash(x)=7774109)
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202 train 7.801271 (lr=1.0647e-03) (hash(x)=7997664)
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203 train 7.755901 (lr=1.0699e-03) (hash(x)=6576749)
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204 train 7.654162 (lr=1.0752e-03) (hash(x)=7266655)
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205 train 7.606019 (lr=1.0804e-03) (hash(x)=7072404)
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206 train 7.535525 (lr=1.0857e-03) (hash(x)=6626459)
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207 train 7.557119 (lr=1.0909e-03) (hash(x)=6556025)
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208 train 7.597475 (lr=1.0962e-03) (hash(x)=5942129)
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209 train 7.705553 (lr=1.1014e-03) (hash(x)=7325027)
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210 train 7.717119 (lr=1.1066e-03) (hash(x)=7322467)
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211 train 7.659253 (lr=1.1119e-03) (hash(x)=6373412)
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212 train 7.434551 (lr=1.1171e-03) (hash(x)=7332255)
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213 train 7.697508 (lr=1.1224e-03) (hash(x)=5262868)
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214 train 7.400546 (lr=1.1276e-03) (hash(x)=5688247)
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215 train 7.610068 (lr=1.1329e-03) (hash(x)=8055563)
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216 train 7.609561 (lr=1.1381e-03) (hash(x)=5352405)
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217 train 7.646708 (lr=1.1434e-03) (hash(x)=5932790)
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218 train 7.614678 (lr=1.1486e-03) (hash(x)=6249312)
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219 train 7.539387 (lr=1.1538e-03) (hash(x)=5680154)
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220 train 7.642365 (lr=1.1591e-03) (hash(x)=8156280)
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221 train 7.574601 (lr=1.1643e-03) (hash(x)=5914217)
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222 train 7.424339 (lr=1.1696e-03) (hash(x)=7120215)
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223 train 7.601686 (lr=1.1748e-03) (hash(x)=6424128)
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224 train 7.378928 (lr=1.1801e-03) (hash(x)=4390027)
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225 train 7.577817 (lr=1.1853e-03) (hash(x)=7804089)
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226 train 7.708376 (lr=1.1906e-03) (hash(x)=7130267)
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227 train 7.496459 (lr=1.1958e-03) (hash(x)=6490149)
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228 train 7.495287 (lr=1.2010e-03) (hash(x)=9276378)
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229 train 7.525814 (lr=1.2063e-03) (hash(x)=6283540)
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230 train 7.524784 (lr=1.2115e-03) (hash(x)=5781680)
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231 train 7.466030 (lr=1.2168e-03) (hash(x)=5728337)
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232 train 7.455902 (lr=1.2220e-03) (hash(x)=6278202)
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233 train 7.527832 (lr=1.2273e-03) (hash(x)=7400272)
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234 train 7.511873 (lr=1.2325e-03) (hash(x)=5795128)
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235 train 7.507438 (lr=1.2378e-03) (hash(x)=6473432)
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236 train 7.519451 (lr=1.2430e-03) (hash(x)=5201502)
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237 train 7.738815 (lr=1.2483e-03) (hash(x)=6922646)
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238 train 7.456667 (lr=1.2535e-03) (hash(x)=5484641)
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239 train 7.523755 (lr=1.2587e-03) (hash(x)=7277141)
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240 train 7.539600 (lr=1.2640e-03) (hash(x)=5604614)
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241 train 7.608048 (lr=1.2692e-03) (hash(x)=7443124)
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242 train 7.623682 (lr=1.2745e-03) (hash(x)=5601968)
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243 train 7.498574 (lr=1.2797e-03) (hash(x)=5632735)
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244 train 7.517906 (lr=1.2850e-03) (hash(x)=5594810)
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245 train 7.340271 (lr=1.2902e-03) (hash(x)=5881015)
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246 train 7.507755 (lr=1.2955e-03) (hash(x)=6865361)
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247 train 7.609521 (lr=1.3007e-03) (hash(x)=5809411)
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248 train 7.586152 (lr=1.3059e-03) (hash(x)=6293025)
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| 261 |
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249 train 7.516971 (lr=1.3112e-03) (hash(x)=7232964)
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| 262 |
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250 val loss 7.5351
|
| 263 |
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250 val perplexity 1872.6637
|
| 264 |
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250 train 7.461758 (lr=1.3164e-03) (hash(x)=5646619)
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251 train 7.580719 (lr=1.3217e-03) (hash(x)=6171829)
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252 train 7.650293 (lr=1.3269e-03) (hash(x)=7787552)
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253 train 7.611538 (lr=1.3322e-03) (hash(x)=5884456)
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254 train 7.632044 (lr=1.3374e-03) (hash(x)=6752162)
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255 train 7.538652 (lr=1.3427e-03) (hash(x)=5077031)
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| 270 |
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256 train 7.706270 (lr=1.3479e-03) (hash(x)=6883481)
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| 271 |
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257 train 7.599019 (lr=1.3531e-03) (hash(x)=6248895)
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| 272 |
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258 train 7.483520 (lr=1.3584e-03) (hash(x)=6636615)
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259 train 7.666373 (lr=1.3636e-03) (hash(x)=6918004)
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260 train 7.586901 (lr=1.3689e-03) (hash(x)=7302874)
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261 train 7.689678 (lr=1.3741e-03) (hash(x)=6482466)
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262 train 7.543999 (lr=1.3794e-03) (hash(x)=7298317)
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263 train 7.587693 (lr=1.3846e-03) (hash(x)=6588573)
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| 278 |
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264 train 7.578894 (lr=1.3899e-03) (hash(x)=6229630)
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265 train 7.627550 (lr=1.3951e-03) (hash(x)=6136939)
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266 train 7.423788 (lr=1.4003e-03) (hash(x)=6394645)
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267 train 7.642031 (lr=1.4056e-03) (hash(x)=7040157)
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268 train 7.693124 (lr=1.4108e-03) (hash(x)=7041858)
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269 train 7.618255 (lr=1.4161e-03) (hash(x)=6455595)
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270 train 7.571319 (lr=1.4213e-03) (hash(x)=6480443)
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271 train 7.720523 (lr=1.4266e-03) (hash(x)=4122983)
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272 train 7.541777 (lr=1.4318e-03) (hash(x)=7672190)
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273 train 7.578089 (lr=1.4371e-03) (hash(x)=4724052)
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274 train 7.515188 (lr=1.4423e-03) (hash(x)=6654267)
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275 train 7.519406 (lr=1.4476e-03) (hash(x)=6820797)
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276 train 7.594303 (lr=1.4528e-03) (hash(x)=6458662)
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277 train 7.952461 (lr=1.4580e-03) (hash(x)=7477594)
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278 train 7.632566 (lr=1.4633e-03) (hash(x)=5876574)
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279 train 7.364169 (lr=1.4685e-03) (hash(x)=6146305)
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280 train 7.530088 (lr=1.4738e-03) (hash(x)=6162080)
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281 train 7.478974 (lr=1.4790e-03) (hash(x)=6814831)
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282 train 7.633631 (lr=1.4843e-03) (hash(x)=7138295)
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283 train 7.375920 (lr=1.4895e-03) (hash(x)=5548298)
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284 train 7.499508 (lr=1.4948e-03) (hash(x)=6265078)
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285 train 7.904729 (lr=1.5000e-03) (hash(x)=7609416)
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| 300 |
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286 train 7.580350 (lr=1.5000e-03) (hash(x)=6909367)
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287 train 7.669079 (lr=1.5000e-03) (hash(x)=7574342)
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| 302 |
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288 train 7.480936 (lr=1.5000e-03) (hash(x)=8859748)
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289 train 7.454789 (lr=1.4999e-03) (hash(x)=5906937)
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| 304 |
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290 train 7.484822 (lr=1.4999e-03) (hash(x)=7243024)
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291 train 7.597754 (lr=1.4998e-03) (hash(x)=8013471)
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292 train 7.495422 (lr=1.4998e-03) (hash(x)=5659461)
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| 307 |
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293 train 7.549082 (lr=1.4997e-03) (hash(x)=6146213)
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| 308 |
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294 train 7.569899 (lr=1.4996e-03) (hash(x)=6602917)
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| 309 |
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295 train 7.517811 (lr=1.4995e-03) (hash(x)=6709902)
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| 310 |
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296 train 7.602410 (lr=1.4993e-03) (hash(x)=8154341)
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| 311 |
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297 train 7.744252 (lr=1.4992e-03) (hash(x)=6402571)
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298 train 7.552544 (lr=1.4991e-03) (hash(x)=5605466)
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| 313 |
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299 train 7.501730 (lr=1.4989e-03) (hash(x)=7683614)
|
| 314 |
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300 val loss 7.5344
|
| 315 |
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300 val perplexity 1871.2882
|
| 316 |
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300 train 7.573627 (lr=1.4987e-03) (hash(x)=5421572)
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301 train 7.421243 (lr=1.4985e-03) (hash(x)=5453026)
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302 train 7.496454 (lr=1.4983e-03) (hash(x)=6437746)
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303 train 7.405605 (lr=1.4981e-03) (hash(x)=6260017)
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304 train 7.507078 (lr=1.4979e-03) (hash(x)=6119053)
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305 train 7.680285 (lr=1.4976e-03) (hash(x)=6591466)
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306 train 7.603331 (lr=1.4974e-03) (hash(x)=5652701)
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307 train 7.579115 (lr=1.4971e-03) (hash(x)=5501472)
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308 train 7.741616 (lr=1.4968e-03) (hash(x)=6160695)
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309 train 7.495920 (lr=1.4965e-03) (hash(x)=5871698)
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310 train 7.495649 (lr=1.4962e-03) (hash(x)=7301184)
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311 train 7.419578 (lr=1.4959e-03) (hash(x)=4282052)
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312 train 7.662704 (lr=1.4956e-03) (hash(x)=5679330)
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313 train 7.534294 (lr=1.4952e-03) (hash(x)=7824660)
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314 train 7.588016 (lr=1.4949e-03) (hash(x)=4857318)
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315 train 7.533437 (lr=1.4945e-03) (hash(x)=5954950)
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316 train 7.565056 (lr=1.4941e-03) (hash(x)=5758178)
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317 train 7.590521 (lr=1.4937e-03) (hash(x)=5484656)
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318 train 7.592374 (lr=1.4933e-03) (hash(x)=6818913)
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319 train 7.796222 (lr=1.4929e-03) (hash(x)=7031328)
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320 train 7.687158 (lr=1.4925e-03) (hash(x)=6837621)
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321 train 7.711910 (lr=1.4920e-03) (hash(x)=9157069)
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322 train 7.939399 (lr=1.4915e-03) (hash(x)=6509536)
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323 train 7.652686 (lr=1.4911e-03) (hash(x)=5996883)
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324 train 7.913796 (lr=1.4906e-03) (hash(x)=6850868)
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325 train 7.859757 (lr=1.4901e-03) (hash(x)=7645447)
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326 train 7.863148 (lr=1.4896e-03) (hash(x)=6717515)
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327 train 7.953239 (lr=1.4890e-03) (hash(x)=6336164)
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328 train 7.683919 (lr=1.4885e-03) (hash(x)=6897445)
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329 train 7.608979 (lr=1.4880e-03) (hash(x)=5224240)
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330 train 7.757701 (lr=1.4874e-03) (hash(x)=6612945)
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331 train 8.205700 (lr=1.4868e-03) (hash(x)=5447801)
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332 train 7.743669 (lr=1.4862e-03) (hash(x)=7308579)
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333 train 7.592071 (lr=1.4856e-03) (hash(x)=4155598)
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334 train 7.612006 (lr=1.4850e-03) (hash(x)=6106773)
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335 train 7.675923 (lr=1.4844e-03) (hash(x)=7482744)
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336 train 7.728288 (lr=1.4837e-03) (hash(x)=6310687)
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337 train 7.641386 (lr=1.4831e-03) (hash(x)=4733414)
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338 train 7.767277 (lr=1.4824e-03) (hash(x)=6979734)
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339 train 7.571215 (lr=1.4817e-03) (hash(x)=7806284)
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340 train 7.541497 (lr=1.4810e-03) (hash(x)=5080536)
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341 train 7.748325 (lr=1.4803e-03) (hash(x)=7236478)
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342 train 7.685267 (lr=1.4796e-03) (hash(x)=6619318)
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343 train 7.587360 (lr=1.4789e-03) (hash(x)=4656255)
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344 train 7.549957 (lr=1.4781e-03) (hash(x)=5546888)
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345 train 7.971974 (lr=1.4774e-03) (hash(x)=9298325)
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346 train 7.682766 (lr=1.4766e-03) (hash(x)=5994232)
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347 train 7.666240 (lr=1.4758e-03) (hash(x)=6287524)
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348 train 7.767812 (lr=1.4750e-03) (hash(x)=6200049)
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| 365 |
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349 train 7.692766 (lr=1.4742e-03) (hash(x)=7895970)
|
| 366 |
+
350 val loss 7.6207
|
| 367 |
+
350 val perplexity 2039.9320
|
| 368 |
+
350 train 7.620523 (lr=1.4734e-03) (hash(x)=6051847)
|
| 369 |
+
351 train 7.810394 (lr=1.4726e-03) (hash(x)=8847992)
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| 370 |
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352 train 8.035326 (lr=1.4717e-03) (hash(x)=5123883)
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| 371 |
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353 train 7.709318 (lr=1.4709e-03) (hash(x)=6338998)
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| 372 |
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354 train 7.707136 (lr=1.4700e-03) (hash(x)=5765866)
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| 373 |
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355 train 8.052864 (lr=1.4691e-03) (hash(x)=7104011)
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| 374 |
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356 train 7.806067 (lr=1.4682e-03) (hash(x)=7438267)
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| 375 |
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357 train 7.570807 (lr=1.4673e-03) (hash(x)=5573214)
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| 376 |
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358 train 7.830725 (lr=1.4664e-03) (hash(x)=6897283)
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| 377 |
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359 train 7.659793 (lr=1.4655e-03) (hash(x)=6882897)
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| 378 |
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360 train 7.741349 (lr=1.4645e-03) (hash(x)=5343615)
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| 379 |
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361 train 7.646974 (lr=1.4636e-03) (hash(x)=5854242)
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| 380 |
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362 train 7.592349 (lr=1.4626e-03) (hash(x)=6317324)
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| 381 |
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363 train 7.546738 (lr=1.4616e-03) (hash(x)=6972494)
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| 382 |
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364 train 7.593963 (lr=1.4606e-03) (hash(x)=5661167)
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| 383 |
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365 train 7.611187 (lr=1.4596e-03) (hash(x)=6796805)
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| 384 |
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366 train 7.467405 (lr=1.4586e-03) (hash(x)=5817209)
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| 385 |
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367 train 7.523379 (lr=1.4576e-03) (hash(x)=6139120)
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| 386 |
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368 train 7.682480 (lr=1.4565e-03) (hash(x)=6121296)
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| 387 |
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369 train 7.663208 (lr=1.4555e-03) (hash(x)=6486796)
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| 388 |
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370 train 7.613709 (lr=1.4544e-03) (hash(x)=5514645)
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| 389 |
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371 train 7.532767 (lr=1.4533e-03) (hash(x)=5578797)
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| 390 |
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372 train 7.545802 (lr=1.4522e-03) (hash(x)=7651738)
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373 train 7.740781 (lr=1.4511e-03) (hash(x)=6895326)
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374 train 7.747188 (lr=1.4500e-03) (hash(x)=5490256)
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375 train 7.610308 (lr=1.4489e-03) (hash(x)=7783160)
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376 train 7.812620 (lr=1.4478e-03) (hash(x)=5608424)
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377 train 7.590793 (lr=1.4466e-03) (hash(x)=4867625)
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378 train 7.494847 (lr=1.4454e-03) (hash(x)=4655472)
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379 train 7.566562 (lr=1.4443e-03) (hash(x)=6631123)
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| 398 |
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380 train 7.244875 (lr=1.4431e-03) (hash(x)=5751990)
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| 399 |
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381 train 7.537903 (lr=1.4419e-03) (hash(x)=6710965)
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382 train 7.519583 (lr=1.4407e-03) (hash(x)=5293800)
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383 train 7.532013 (lr=1.4394e-03) (hash(x)=6294657)
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384 train 7.683675 (lr=1.4382e-03) (hash(x)=6999538)
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385 train 7.662749 (lr=1.4370e-03) (hash(x)=5443606)
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386 train 7.659564 (lr=1.4357e-03) (hash(x)=5650401)
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387 train 7.629635 (lr=1.4344e-03) (hash(x)=7035770)
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| 406 |
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388 train 7.591470 (lr=1.4332e-03) (hash(x)=6678271)
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| 407 |
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389 train 7.790829 (lr=1.4319e-03) (hash(x)=4899541)
|
| 408 |
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390 train 7.563005 (lr=1.4306e-03) (hash(x)=5359260)
|
| 409 |
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391 train 7.594091 (lr=1.4292e-03) (hash(x)=6227120)
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| 410 |
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392 train 7.625456 (lr=1.4279e-03) (hash(x)=6643916)
|
| 411 |
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393 train 7.680484 (lr=1.4266e-03) (hash(x)=5981648)
|
| 412 |
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394 train 7.655550 (lr=1.4252e-03) (hash(x)=6467540)
|
| 413 |
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395 train 7.630481 (lr=1.4238e-03) (hash(x)=5558993)
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| 414 |
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396 train 7.778150 (lr=1.4225e-03) (hash(x)=6698959)
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| 415 |
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397 train 7.598825 (lr=1.4211e-03) (hash(x)=7015671)
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| 416 |
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398 train 7.606699 (lr=1.4197e-03) (hash(x)=6800890)
|
| 417 |
+
399 train 7.727904 (lr=1.4183e-03) (hash(x)=5931234)
|
| 418 |
+
400 val loss 7.6630
|
| 419 |
+
400 val perplexity 2128.1924
|
| 420 |
+
400 train 7.625745 (lr=1.4169e-03) (hash(x)=3995070)
|
| 421 |
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401 train 7.537912 (lr=1.4154e-03) (hash(x)=4582159)
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| 422 |
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402 train 7.553117 (lr=1.4140e-03) (hash(x)=7081906)
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| 423 |
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403 train 7.660930 (lr=1.4125e-03) (hash(x)=5029472)
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| 424 |
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404 train 7.654960 (lr=1.4110e-03) (hash(x)=3946232)
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| 425 |
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405 train 7.567132 (lr=1.4096e-03) (hash(x)=5434102)
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| 426 |
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406 train 8.256627 (lr=1.4081e-03) (hash(x)=5340646)
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| 427 |
+
407 train 7.579591 (lr=1.4066e-03) (hash(x)=6810638)
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| 428 |
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408 train 7.768649 (lr=1.4051e-03) (hash(x)=6768026)
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| 429 |
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409 train 7.794454 (lr=1.4035e-03) (hash(x)=6521562)
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| 430 |
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410 train 7.788802 (lr=1.4020e-03) (hash(x)=4429434)
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| 431 |
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411 train 7.810375 (lr=1.4005e-03) (hash(x)=7226932)
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| 432 |
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412 train 7.611440 (lr=1.3989e-03) (hash(x)=5065932)
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| 433 |
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413 train 7.758048 (lr=1.3973e-03) (hash(x)=6957849)
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| 434 |
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414 train 7.746157 (lr=1.3957e-03) (hash(x)=6431457)
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| 435 |
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415 train 7.825485 (lr=1.3942e-03) (hash(x)=5334281)
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| 436 |
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416 train 7.808317 (lr=1.3926e-03) (hash(x)=5471747)
|
| 437 |
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417 train 7.954847 (lr=1.3909e-03) (hash(x)=5887983)
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| 438 |
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418 train 7.831559 (lr=1.3893e-03) (hash(x)=5075909)
|
| 439 |
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419 train 7.592844 (lr=1.3877e-03) (hash(x)=6393576)
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| 440 |
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420 train 7.740710 (lr=1.3860e-03) (hash(x)=6608979)
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| 441 |
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421 train 8.037004 (lr=1.3844e-03) (hash(x)=5057959)
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| 442 |
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422 train 8.071031 (lr=1.3827e-03) (hash(x)=6414858)
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| 443 |
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423 train 7.830724 (lr=1.3810e-03) (hash(x)=8595271)
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| 444 |
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424 train 7.708473 (lr=1.3793e-03) (hash(x)=6500949)
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| 445 |
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425 train 7.849252 (lr=1.3776e-03) (hash(x)=8395167)
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| 446 |
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426 train 7.958614 (lr=1.3759e-03) (hash(x)=6288420)
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| 447 |
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427 train 7.766601 (lr=1.3742e-03) (hash(x)=7634417)
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| 448 |
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428 train 7.640208 (lr=1.3725e-03) (hash(x)=6795561)
|
| 449 |
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429 train 7.557518 (lr=1.3707e-03) (hash(x)=5257771)
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| 450 |
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430 train 7.709934 (lr=1.3690e-03) (hash(x)=7506860)
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| 451 |
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431 train 7.759339 (lr=1.3672e-03) (hash(x)=7674238)
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432 train 7.840971 (lr=1.3654e-03) (hash(x)=5353794)
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| 453 |
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433 train 7.745647 (lr=1.3637e-03) (hash(x)=5300555)
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| 454 |
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434 train 7.509052 (lr=1.3619e-03) (hash(x)=5564419)
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| 455 |
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435 train 7.767920 (lr=1.3601e-03) (hash(x)=6066139)
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| 456 |
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436 train 7.703519 (lr=1.3582e-03) (hash(x)=6863709)
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| 457 |
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437 train 7.690256 (lr=1.3564e-03) (hash(x)=6688212)
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| 458 |
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438 train 7.815314 (lr=1.3546e-03) (hash(x)=7095090)
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| 459 |
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439 train 7.883111 (lr=1.3527e-03) (hash(x)=6642404)
|
| 460 |
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440 train 7.652912 (lr=1.3509e-03) (hash(x)=6539227)
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| 461 |
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441 train 7.634340 (lr=1.3490e-03) (hash(x)=4961570)
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| 462 |
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442 train 7.596195 (lr=1.3471e-03) (hash(x)=6606391)
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| 463 |
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443 train 7.407789 (lr=1.3452e-03) (hash(x)=5105190)
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| 464 |
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444 train 7.951695 (lr=1.3434e-03) (hash(x)=5695997)
|
| 465 |
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445 train 7.648779 (lr=1.3414e-03) (hash(x)=7155991)
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| 466 |
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446 train 7.633060 (lr=1.3395e-03) (hash(x)=7249727)
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| 467 |
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447 train 7.635561 (lr=1.3376e-03) (hash(x)=5132972)
|
| 468 |
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448 train 7.637180 (lr=1.3357e-03) (hash(x)=5381802)
|
| 469 |
+
449 train 7.658418 (lr=1.3337e-03) (hash(x)=6269946)
|
| 470 |
+
450 val loss 7.6594
|
| 471 |
+
450 val perplexity 2120.4897
|
| 472 |
+
450 train 7.621373 (lr=1.3318e-03) (hash(x)=4976762)
|
| 473 |
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451 train 7.693218 (lr=1.3298e-03) (hash(x)=5396133)
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| 474 |
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452 train 7.660570 (lr=1.3278e-03) (hash(x)=6173473)
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| 475 |
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453 train 7.664090 (lr=1.3258e-03) (hash(x)=6394083)
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| 476 |
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454 train 7.690687 (lr=1.3238e-03) (hash(x)=6436030)
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| 477 |
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455 train 7.569850 (lr=1.3218e-03) (hash(x)=5237804)
|
| 478 |
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456 train 7.543784 (lr=1.3198e-03) (hash(x)=6540397)
|
| 479 |
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457 train 7.784432 (lr=1.3178e-03) (hash(x)=5216638)
|
| 480 |
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458 train 7.628320 (lr=1.3158e-03) (hash(x)=5750537)
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| 481 |
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459 train 7.610534 (lr=1.3137e-03) (hash(x)=6735565)
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| 482 |
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460 train 7.647701 (lr=1.3117e-03) (hash(x)=7297488)
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| 483 |
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461 train 7.819501 (lr=1.3096e-03) (hash(x)=5983575)
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| 484 |
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462 train 7.655029 (lr=1.3075e-03) (hash(x)=4808543)
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| 485 |
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463 train 7.769736 (lr=1.3054e-03) (hash(x)=5831619)
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| 486 |
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464 train 7.541070 (lr=1.3033e-03) (hash(x)=6280052)
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| 487 |
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465 train 7.527079 (lr=1.3012e-03) (hash(x)=9109083)
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| 488 |
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466 train 7.768382 (lr=1.2991e-03) (hash(x)=5848604)
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| 489 |
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467 train 7.687286 (lr=1.2970e-03) (hash(x)=6912967)
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| 490 |
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468 train 7.849314 (lr=1.2949e-03) (hash(x)=6615365)
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| 491 |
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469 train 7.854143 (lr=1.2928e-03) (hash(x)=5965674)
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| 492 |
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470 train 7.746822 (lr=1.2906e-03) (hash(x)=6879965)
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471 train 7.740748 (lr=1.2885e-03) (hash(x)=5822533)
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| 494 |
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472 train 7.637462 (lr=1.2863e-03) (hash(x)=5794462)
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473 train 7.709984 (lr=1.2841e-03) (hash(x)=5268216)
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474 train 7.568446 (lr=1.2819e-03) (hash(x)=7058396)
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| 497 |
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475 train 7.618642 (lr=1.2797e-03) (hash(x)=6531900)
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| 498 |
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476 train 7.648572 (lr=1.2775e-03) (hash(x)=5878912)
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| 499 |
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477 train 7.468830 (lr=1.2753e-03) (hash(x)=5426499)
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478 train 7.648506 (lr=1.2731e-03) (hash(x)=8107004)
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| 501 |
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479 train 8.346062 (lr=1.2709e-03) (hash(x)=7455372)
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| 502 |
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480 train 8.293447 (lr=1.2687e-03) (hash(x)=7727959)
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| 503 |
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481 train 8.222755 (lr=1.2664e-03) (hash(x)=8319119)
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| 504 |
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482 train 8.147004 (lr=1.2642e-03) (hash(x)=7581656)
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| 505 |
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483 train 8.157889 (lr=1.2619e-03) (hash(x)=7592128)
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| 506 |
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484 train 8.139569 (lr=1.2596e-03) (hash(x)=10506633)
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| 507 |
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485 train 8.048663 (lr=1.2574e-03) (hash(x)=8704170)
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| 508 |
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486 train 7.847312 (lr=1.2551e-03) (hash(x)=7461138)
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| 509 |
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487 train 7.791181 (lr=1.2528e-03) (hash(x)=7165037)
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| 510 |
+
488 train 7.863379 (lr=1.2505e-03) (hash(x)=4976998)
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| 511 |
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489 train 7.581710 (lr=1.2482e-03) (hash(x)=7678000)
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| 512 |
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490 train 7.680907 (lr=1.2459e-03) (hash(x)=6299409)
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| 513 |
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491 train 7.626888 (lr=1.2435e-03) (hash(x)=7414788)
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| 514 |
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492 train 7.677799 (lr=1.2412e-03) (hash(x)=5063061)
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| 515 |
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493 train 7.633603 (lr=1.2389e-03) (hash(x)=7326216)
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| 516 |
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494 train 7.766290 (lr=1.2365e-03) (hash(x)=7492012)
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| 517 |
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495 train 7.744939 (lr=1.2341e-03) (hash(x)=5857162)
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| 518 |
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496 train 7.562132 (lr=1.2318e-03) (hash(x)=6169001)
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| 519 |
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497 train 9.465097 (lr=1.2294e-03) (hash(x)=14715669)
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| 520 |
+
498 train 12.258412 (lr=1.2270e-03) (hash(x)=18256706)
|
| 521 |
+
499 train 11.962095 (lr=1.2246e-03) (hash(x)=16950560)
|
| 522 |
+
500 val loss 7.7678
|
| 523 |
+
500 val perplexity 2363.3708
|
| 524 |
+
500 train 8.443453 (lr=1.2222e-03) (hash(x)=6113563)
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| 525 |
+
501 train 7.495465 (lr=1.2198e-03) (hash(x)=6159125)
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| 526 |
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502 train 7.933568 (lr=1.2174e-03) (hash(x)=5482303)
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| 527 |
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503 train 8.031115 (lr=1.2150e-03) (hash(x)=5908442)
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| 528 |
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504 train 7.984268 (lr=1.2126e-03) (hash(x)=4985045)
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| 529 |
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505 train 7.890134 (lr=1.2101e-03) (hash(x)=6668887)
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| 530 |
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506 train 7.894129 (lr=1.2077e-03) (hash(x)=6123910)
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| 531 |
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507 train 7.973477 (lr=1.2052e-03) (hash(x)=7662975)
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| 532 |
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508 train 7.917876 (lr=1.2028e-03) (hash(x)=7191898)
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| 533 |
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509 train 7.841074 (lr=1.2003e-03) (hash(x)=6669539)
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| 534 |
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510 train 7.856494 (lr=1.1978e-03) (hash(x)=6557481)
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| 535 |
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511 train 7.769319 (lr=1.1954e-03) (hash(x)=5015998)
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| 536 |
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512 train 7.805245 (lr=1.1929e-03) (hash(x)=4964540)
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| 537 |
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513 train 7.681995 (lr=1.1904e-03) (hash(x)=5458386)
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| 538 |
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514 train 7.955750 (lr=1.1879e-03) (hash(x)=6077616)
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| 539 |
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515 train 7.745504 (lr=1.1854e-03) (hash(x)=4849847)
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| 540 |
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516 train 7.783379 (lr=1.1829e-03) (hash(x)=5431422)
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| 541 |
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517 train 7.926404 (lr=1.1803e-03) (hash(x)=5125562)
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| 542 |
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518 train 7.883621 (lr=1.1778e-03) (hash(x)=5587715)
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519 train 7.926979 (lr=1.1753e-03) (hash(x)=6012047)
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| 544 |
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520 train 7.788620 (lr=1.1727e-03) (hash(x)=5668436)
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| 545 |
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521 train 7.801256 (lr=1.1702e-03) (hash(x)=6079364)
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| 546 |
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522 train 7.951874 (lr=1.1676e-03) (hash(x)=5200504)
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| 547 |
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523 train 7.681855 (lr=1.1651e-03) (hash(x)=6030395)
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| 548 |
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524 train 7.931819 (lr=1.1625e-03) (hash(x)=6855319)
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525 train 7.703115 (lr=1.1599e-03) (hash(x)=6781762)
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526 train 7.832451 (lr=1.1573e-03) (hash(x)=6717939)
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527 train 7.825798 (lr=1.1548e-03) (hash(x)=5238325)
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528 train 7.699074 (lr=1.1522e-03) (hash(x)=5808069)
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529 train 8.007508 (lr=1.1496e-03) (hash(x)=8611144)
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530 train 7.710258 (lr=1.1470e-03) (hash(x)=6028738)
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531 train 7.715397 (lr=1.1443e-03) (hash(x)=6901605)
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532 train 7.684081 (lr=1.1417e-03) (hash(x)=6723307)
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| 557 |
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533 train 7.768530 (lr=1.1391e-03) (hash(x)=5499337)
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| 558 |
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534 train 7.744495 (lr=1.1365e-03) (hash(x)=6586372)
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| 559 |
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535 train 7.821444 (lr=1.1338e-03) (hash(x)=7134874)
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| 560 |
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536 train 7.739589 (lr=1.1312e-03) (hash(x)=8415623)
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537 train 7.769959 (lr=1.1285e-03) (hash(x)=6149038)
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538 train 7.798083 (lr=1.1259e-03) (hash(x)=6078325)
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| 563 |
+
539 train 7.758498 (lr=1.1232e-03) (hash(x)=6609760)
|
| 564 |
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540 train 7.654715 (lr=1.1205e-03) (hash(x)=6185253)
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| 565 |
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541 train 7.976846 (lr=1.1179e-03) (hash(x)=6652627)
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| 566 |
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542 train 7.799532 (lr=1.1152e-03) (hash(x)=7758536)
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| 567 |
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543 train 7.784450 (lr=1.1125e-03) (hash(x)=8618579)
|
| 568 |
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544 train 7.733902 (lr=1.1098e-03) (hash(x)=6710226)
|
| 569 |
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545 train 7.610837 (lr=1.1071e-03) (hash(x)=5896892)
|
| 570 |
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546 train 7.616485 (lr=1.1044e-03) (hash(x)=6332995)
|
| 571 |
+
547 train 8.013546 (lr=1.1017e-03) (hash(x)=8945854)
|
| 572 |
+
548 train 7.571414 (lr=1.0990e-03) (hash(x)=4329129)
|
| 573 |
+
549 train 7.642760 (lr=1.0963e-03) (hash(x)=6775103)
|
| 574 |
+
550 val loss 7.6454
|
| 575 |
+
550 val perplexity 2091.0547
|
| 576 |
+
550 train 7.737250 (lr=1.0936e-03) (hash(x)=4465735)
|
| 577 |
+
551 train 7.604080 (lr=1.0908e-03) (hash(x)=6200024)
|
| 578 |
+
552 train 7.557221 (lr=1.0881e-03) (hash(x)=5520748)
|
| 579 |
+
553 train 7.583283 (lr=1.0854e-03) (hash(x)=5238139)
|
| 580 |
+
554 train 7.848519 (lr=1.0826e-03) (hash(x)=7639817)
|
| 581 |
+
555 train 7.583924 (lr=1.0799e-03) (hash(x)=5780948)
|
| 582 |
+
556 train 7.726992 (lr=1.0771e-03) (hash(x)=6733444)
|
| 583 |
+
557 train 7.658147 (lr=1.0744e-03) (hash(x)=6168407)
|
| 584 |
+
558 train 7.694695 (lr=1.0716e-03) (hash(x)=6680197)
|
| 585 |
+
559 train 7.616935 (lr=1.0688e-03) (hash(x)=3775881)
|
| 586 |
+
560 train 7.441613 (lr=1.0661e-03) (hash(x)=5784096)
|
| 587 |
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561 train 7.891470 (lr=1.0633e-03) (hash(x)=6848709)
|
| 588 |
+
562 train 8.013200 (lr=1.0605e-03) (hash(x)=7449019)
|
| 589 |
+
563 train 8.056321 (lr=1.0577e-03) (hash(x)=6478113)
|
| 590 |
+
564 train 7.650788 (lr=1.0549e-03) (hash(x)=5925744)
|
| 591 |
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565 train 7.696724 (lr=1.0521e-03) (hash(x)=6483914)
|
| 592 |
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566 train 7.615714 (lr=1.0493e-03) (hash(x)=6010847)
|
| 593 |
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567 train 7.691716 (lr=1.0465e-03) (hash(x)=5927795)
|
| 594 |
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568 train 7.700327 (lr=1.0437e-03) (hash(x)=5896332)
|
| 595 |
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569 train 7.672825 (lr=1.0409e-03) (hash(x)=8438033)
|
| 596 |
+
570 train 7.757077 (lr=1.0381e-03) (hash(x)=6081660)
|
| 597 |
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571 train 7.687593 (lr=1.0353e-03) (hash(x)=5684788)
|
| 598 |
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572 train 7.614841 (lr=1.0325e-03) (hash(x)=6272055)
|
| 599 |
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573 train 7.570560 (lr=1.0296e-03) (hash(x)=5710182)
|
| 600 |
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574 train 7.667852 (lr=1.0268e-03) (hash(x)=6219616)
|
| 601 |
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575 train 7.647057 (lr=1.0240e-03) (hash(x)=6160063)
|
| 602 |
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576 train 7.623658 (lr=1.0211e-03) (hash(x)=5710809)
|
| 603 |
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577 train 7.426347 (lr=1.0183e-03) (hash(x)=5955100)
|
| 604 |
+
578 train 7.431763 (lr=1.0154e-03) (hash(x)=5356088)
|
| 605 |
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579 train 7.490788 (lr=1.0126e-03) (hash(x)=6672309)
|
| 606 |
+
580 train 7.654601 (lr=1.0097e-03) (hash(x)=5841684)
|
| 607 |
+
581 train 7.947323 (lr=1.0069e-03) (hash(x)=9001564)
|
| 608 |
+
582 train 8.523070 (lr=1.0040e-03) (hash(x)=6897178)
|
| 609 |
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583 train 7.749501 (lr=1.0011e-03) (hash(x)=5454654)
|
| 610 |
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584 train 7.533551 (lr=9.9827e-04) (hash(x)=6391454)
|
| 611 |
+
585 train 7.543225 (lr=9.9540e-04) (hash(x)=5174062)
|
| 612 |
+
586 train 7.634393 (lr=9.9252e-04) (hash(x)=5197924)
|
| 613 |
+
587 train 7.701547 (lr=9.8964e-04) (hash(x)=6199203)
|
| 614 |
+
588 train 7.542275 (lr=9.8676e-04) (hash(x)=5786498)
|
| 615 |
+
589 train 7.652937 (lr=9.8387e-04) (hash(x)=8352747)
|
| 616 |
+
590 train 7.913832 (lr=9.8099e-04) (hash(x)=4829700)
|
| 617 |
+
591 train 7.491575 (lr=9.7810e-04) (hash(x)=4547106)
|
| 618 |
+
592 train 7.751403 (lr=9.7520e-04) (hash(x)=7686831)
|
| 619 |
+
593 train 7.636143 (lr=9.7230e-04) (hash(x)=6433099)
|
| 620 |
+
594 train 7.512798 (lr=9.6940e-04) (hash(x)=4826460)
|
| 621 |
+
595 train 7.599208 (lr=9.6650e-04) (hash(x)=6424428)
|
| 622 |
+
596 train 7.482791 (lr=9.6360e-04) (hash(x)=6073605)
|
| 623 |
+
597 train 7.774817 (lr=9.6069e-04) (hash(x)=5975712)
|
| 624 |
+
598 train 7.454946 (lr=9.5778e-04) (hash(x)=7030029)
|
| 625 |
+
599 train 7.691435 (lr=9.5486e-04) (hash(x)=5458532)
|
| 626 |
+
600 val loss 7.6450
|
| 627 |
+
600 val perplexity 2090.1704
|
| 628 |
+
600 train 7.576479 (lr=9.5195e-04) (hash(x)=7823919)
|
| 629 |
+
601 train 7.953879 (lr=9.4903e-04) (hash(x)=7002774)
|
| 630 |
+
602 train 7.784065 (lr=9.4611e-04) (hash(x)=7056399)
|
| 631 |
+
603 train 7.957798 (lr=9.4319e-04) (hash(x)=8206173)
|
| 632 |
+
604 train 7.798918 (lr=9.4026e-04) (hash(x)=8034846)
|
| 633 |
+
605 train 8.072700 (lr=9.3733e-04) (hash(x)=7784971)
|
| 634 |
+
606 train 8.340412 (lr=9.3440e-04) (hash(x)=7118076)
|
| 635 |
+
607 train 7.576227 (lr=9.3147e-04) (hash(x)=6001843)
|
| 636 |
+
608 train 7.658208 (lr=9.2854e-04) (hash(x)=5582437)
|
| 637 |
+
609 train 7.757119 (lr=9.2560e-04) (hash(x)=5698642)
|
| 638 |
+
610 train 7.627432 (lr=9.2267e-04) (hash(x)=6615301)
|
| 639 |
+
611 train 7.645289 (lr=9.1973e-04) (hash(x)=6600751)
|
| 640 |
+
612 train 7.555856 (lr=9.1678e-04) (hash(x)=6880955)
|
| 641 |
+
613 train 7.619359 (lr=9.1384e-04) (hash(x)=5804610)
|
| 642 |
+
614 train 7.544451 (lr=9.1090e-04) (hash(x)=6263347)
|
| 643 |
+
615 train 7.540831 (lr=9.0795e-04) (hash(x)=5162652)
|
| 644 |
+
616 train 7.557220 (lr=9.0500e-04) (hash(x)=6055710)
|
| 645 |
+
617 train 7.524939 (lr=9.0205e-04) (hash(x)=5297006)
|
| 646 |
+
618 train 7.544474 (lr=8.9910e-04) (hash(x)=5923648)
|
| 647 |
+
619 train 7.567671 (lr=8.9615e-04) (hash(x)=6728323)
|
| 648 |
+
620 train 7.576616 (lr=8.9319e-04) (hash(x)=6660239)
|
| 649 |
+
621 train 7.537615 (lr=8.9024e-04) (hash(x)=3964882)
|
| 650 |
+
622 train 7.597541 (lr=8.8728e-04) (hash(x)=5868942)
|
| 651 |
+
623 train 7.536258 (lr=8.8432e-04) (hash(x)=6735993)
|
| 652 |
+
624 train 7.813656 (lr=8.8136e-04) (hash(x)=5926190)
|
| 653 |
+
625 train 7.529661 (lr=8.7840e-04) (hash(x)=5150316)
|
| 654 |
+
626 train 7.554354 (lr=8.7544e-04) (hash(x)=7571467)
|
| 655 |
+
627 train 7.458978 (lr=8.7248e-04) (hash(x)=5220448)
|
| 656 |
+
628 train 7.477483 (lr=8.6952e-04) (hash(x)=6790397)
|
| 657 |
+
629 train 7.892003 (lr=8.6655e-04) (hash(x)=6971289)
|
| 658 |
+
630 train 7.865046 (lr=8.6359e-04) (hash(x)=7123359)
|
| 659 |
+
631 train 7.676325 (lr=8.6062e-04) (hash(x)=5012069)
|
| 660 |
+
632 train 7.645431 (lr=8.5766e-04) (hash(x)=6183574)
|
| 661 |
+
633 train 7.556254 (lr=8.5469e-04) (hash(x)=6576136)
|
| 662 |
+
634 train 7.586408 (lr=8.5172e-04) (hash(x)=6157346)
|
| 663 |
+
635 train 7.575245 (lr=8.4876e-04) (hash(x)=6077647)
|
| 664 |
+
636 train 7.789124 (lr=8.4579e-04) (hash(x)=8369488)
|
| 665 |
+
637 train 7.617842 (lr=8.4282e-04) (hash(x)=6032381)
|
| 666 |
+
638 train 7.538023 (lr=8.3985e-04) (hash(x)=5924756)
|
| 667 |
+
639 train 7.577548 (lr=8.3688e-04) (hash(x)=8410716)
|
| 668 |
+
640 train 7.551620 (lr=8.3391e-04) (hash(x)=5803440)
|
| 669 |
+
641 train 7.632987 (lr=8.3094e-04) (hash(x)=6212516)
|
| 670 |
+
642 train 7.699341 (lr=8.2797e-04) (hash(x)=7165945)
|
| 671 |
+
643 train 7.438562 (lr=8.2500e-04) (hash(x)=5298545)
|
| 672 |
+
644 train 7.668376 (lr=8.2203e-04) (hash(x)=6281739)
|
| 673 |
+
645 train 7.654253 (lr=8.1906e-04) (hash(x)=5779073)
|
| 674 |
+
646 train 7.527207 (lr=8.1609e-04) (hash(x)=5090107)
|
| 675 |
+
647 train 7.587166 (lr=8.1312e-04) (hash(x)=6340947)
|
| 676 |
+
648 train 7.364984 (lr=8.1015e-04) (hash(x)=4741418)
|
| 677 |
+
649 train 7.325338 (lr=8.0718e-04) (hash(x)=6530441)
|
| 678 |
+
650 val loss 7.6361
|
| 679 |
+
650 val perplexity 2071.5544
|
| 680 |
+
650 train 7.840420 (lr=8.0421e-04) (hash(x)=6396041)
|
| 681 |
+
651 train 7.508986 (lr=8.0124e-04) (hash(x)=7818007)
|
| 682 |
+
652 train 7.488750 (lr=7.9828e-04) (hash(x)=6478457)
|
| 683 |
+
653 train 7.541171 (lr=7.9531e-04) (hash(x)=6277435)
|
| 684 |
+
654 train 7.540680 (lr=7.9234e-04) (hash(x)=6042369)
|
| 685 |
+
655 train 7.538291 (lr=7.8938e-04) (hash(x)=6226320)
|
| 686 |
+
656 train 7.554942 (lr=7.8641e-04) (hash(x)=5826883)
|
| 687 |
+
657 train 7.671491 (lr=7.8345e-04) (hash(x)=5463751)
|
| 688 |
+
658 train 7.602089 (lr=7.8048e-04) (hash(x)=6433080)
|
| 689 |
+
659 train 7.463463 (lr=7.7752e-04) (hash(x)=6579329)
|
| 690 |
+
660 train 7.473896 (lr=7.7456e-04) (hash(x)=4724703)
|
| 691 |
+
661 train 7.781272 (lr=7.7160e-04) (hash(x)=6660540)
|
| 692 |
+
662 train 7.605873 (lr=7.6864e-04) (hash(x)=5918756)
|
| 693 |
+
663 train 7.552368 (lr=7.6568e-04) (hash(x)=6491272)
|
| 694 |
+
664 train 7.484970 (lr=7.6272e-04) (hash(x)=5452863)
|
| 695 |
+
665 train 7.659924 (lr=7.5976e-04) (hash(x)=6766947)
|
| 696 |
+
666 train 7.968570 (lr=7.5681e-04) (hash(x)=7459504)
|
| 697 |
+
667 train 7.677453 (lr=7.5385e-04) (hash(x)=3721218)
|
| 698 |
+
668 train 7.841445 (lr=7.5090e-04) (hash(x)=7929571)
|
| 699 |
+
669 train 7.558710 (lr=7.4795e-04) (hash(x)=5229898)
|
| 700 |
+
670 train 7.594363 (lr=7.4500e-04) (hash(x)=6083090)
|
| 701 |
+
671 train 7.448383 (lr=7.4205e-04) (hash(x)=6054428)
|
| 702 |
+
672 train 7.587810 (lr=7.3910e-04) (hash(x)=6072563)
|
| 703 |
+
673 train 7.721066 (lr=7.3616e-04) (hash(x)=6290464)
|
| 704 |
+
674 train 7.788572 (lr=7.3322e-04) (hash(x)=6314742)
|
| 705 |
+
675 train 7.465023 (lr=7.3027e-04) (hash(x)=6904498)
|
| 706 |
+
676 train 7.598791 (lr=7.2733e-04) (hash(x)=5378107)
|
| 707 |
+
677 train 7.698100 (lr=7.2440e-04) (hash(x)=7765805)
|
| 708 |
+
678 train 7.533567 (lr=7.2146e-04) (hash(x)=5871280)
|
| 709 |
+
679 train 7.679964 (lr=7.1853e-04) (hash(x)=6543764)
|
| 710 |
+
680 train 7.574137 (lr=7.1560e-04) (hash(x)=7369665)
|
| 711 |
+
681 train 7.653553 (lr=7.1267e-04) (hash(x)=7204955)
|
| 712 |
+
682 train 7.609015 (lr=7.0974e-04) (hash(x)=5856543)
|
| 713 |
+
683 train 7.487786 (lr=7.0681e-04) (hash(x)=4423711)
|
| 714 |
+
684 train 7.443988 (lr=7.0389e-04) (hash(x)=5818153)
|
| 715 |
+
685 train 7.553670 (lr=7.0097e-04) (hash(x)=5343477)
|
| 716 |
+
686 train 7.713219 (lr=6.9805e-04) (hash(x)=6581702)
|
| 717 |
+
687 train 7.566154 (lr=6.9514e-04) (hash(x)=6595856)
|
| 718 |
+
688 train 7.521027 (lr=6.9222e-04) (hash(x)=5325378)
|
| 719 |
+
689 train 7.420962 (lr=6.8931e-04) (hash(x)=7229015)
|
| 720 |
+
690 train 7.605985 (lr=6.8640e-04) (hash(x)=5918186)
|
| 721 |
+
691 train 7.498294 (lr=6.8350e-04) (hash(x)=5916034)
|
| 722 |
+
692 train 7.496569 (lr=6.8060e-04) (hash(x)=5280722)
|
| 723 |
+
693 train 7.917385 (lr=6.7770e-04) (hash(x)=6939521)
|
| 724 |
+
694 train 7.619590 (lr=6.7480e-04) (hash(x)=5172566)
|
| 725 |
+
695 train 7.495289 (lr=6.7190e-04) (hash(x)=5492185)
|
| 726 |
+
696 train 7.365283 (lr=6.6901e-04) (hash(x)=5779011)
|
| 727 |
+
697 train 7.616727 (lr=6.6613e-04) (hash(x)=6898006)
|
| 728 |
+
698 train 7.470603 (lr=6.6324e-04) (hash(x)=5779217)
|
| 729 |
+
699 train 7.336102 (lr=6.6036e-04) (hash(x)=5462008)
|
| 730 |
+
700 val loss 7.6225
|
| 731 |
+
700 val perplexity 2043.7544
|
| 732 |
+
700 train 7.462539 (lr=6.5748e-04) (hash(x)=6243843)
|
| 733 |
+
701 train 7.540549 (lr=6.5460e-04) (hash(x)=7821902)
|
| 734 |
+
702 train 7.612834 (lr=6.5173e-04) (hash(x)=5222501)
|
| 735 |
+
703 train 7.602217 (lr=6.4886e-04) (hash(x)=6608108)
|
| 736 |
+
704 train 7.705032 (lr=6.4600e-04) (hash(x)=7602879)
|
| 737 |
+
705 train 7.618752 (lr=6.4314e-04) (hash(x)=6295394)
|
| 738 |
+
706 train 7.600069 (lr=6.4028e-04) (hash(x)=6579907)
|
| 739 |
+
707 train 7.489980 (lr=6.3742e-04) (hash(x)=6803449)
|
| 740 |
+
708 train 7.550358 (lr=6.3457e-04) (hash(x)=5413733)
|
| 741 |
+
709 train 7.527575 (lr=6.3172e-04) (hash(x)=7444134)
|
| 742 |
+
710 train 7.647399 (lr=6.2888e-04) (hash(x)=7028652)
|
| 743 |
+
711 train 7.462183 (lr=6.2604e-04) (hash(x)=5361923)
|
| 744 |
+
712 train 7.569002 (lr=6.2320e-04) (hash(x)=5478293)
|
| 745 |
+
713 train 7.536158 (lr=6.2037e-04) (hash(x)=7803039)
|
| 746 |
+
714 train 7.724354 (lr=6.1754e-04) (hash(x)=6469017)
|
| 747 |
+
715 train 7.611896 (lr=6.1472e-04) (hash(x)=7042578)
|
| 748 |
+
716 train 7.663189 (lr=6.1190e-04) (hash(x)=6927957)
|
| 749 |
+
717 train 7.504277 (lr=6.0908e-04) (hash(x)=6647007)
|
| 750 |
+
718 train 7.477106 (lr=6.0627e-04) (hash(x)=6230888)
|
| 751 |
+
719 train 7.702402 (lr=6.0346e-04) (hash(x)=6303658)
|
| 752 |
+
720 train 7.739843 (lr=6.0066e-04) (hash(x)=6769880)
|
| 753 |
+
721 train 7.608555 (lr=5.9786e-04) (hash(x)=6158927)
|
| 754 |
+
722 train 7.596186 (lr=5.9507e-04) (hash(x)=5991631)
|
| 755 |
+
723 train 7.476029 (lr=5.9228e-04) (hash(x)=6419656)
|
| 756 |
+
724 train 7.471935 (lr=5.8949e-04) (hash(x)=7739209)
|
| 757 |
+
725 train 7.424521 (lr=5.8671e-04) (hash(x)=7891271)
|
| 758 |
+
726 train 7.759793 (lr=5.8393e-04) (hash(x)=7171433)
|
| 759 |
+
727 train 7.544987 (lr=5.8116e-04) (hash(x)=7099888)
|
| 760 |
+
728 train 7.577643 (lr=5.7839e-04) (hash(x)=6103730)
|
| 761 |
+
729 train 7.703739 (lr=5.7563e-04) (hash(x)=6352424)
|
| 762 |
+
730 train 7.565410 (lr=5.7288e-04) (hash(x)=4893671)
|
| 763 |
+
731 train 7.498900 (lr=5.7012e-04) (hash(x)=5863145)
|
| 764 |
+
732 train 7.607841 (lr=5.6737e-04) (hash(x)=5502233)
|
| 765 |
+
733 train 7.504966 (lr=5.6463e-04) (hash(x)=6844597)
|
| 766 |
+
734 train 7.534903 (lr=5.6189e-04) (hash(x)=6744526)
|
| 767 |
+
735 train 7.686005 (lr=5.5916e-04) (hash(x)=6009861)
|
| 768 |
+
736 train 7.573351 (lr=5.5643e-04) (hash(x)=6152358)
|
| 769 |
+
737 train 7.461759 (lr=5.5371e-04) (hash(x)=5374957)
|
| 770 |
+
738 train 7.501070 (lr=5.5100e-04) (hash(x)=6495309)
|
| 771 |
+
739 train 7.637182 (lr=5.4828e-04) (hash(x)=3923225)
|
| 772 |
+
740 train 7.448307 (lr=5.4558e-04) (hash(x)=6255243)
|
| 773 |
+
741 train 7.557774 (lr=5.4288e-04) (hash(x)=5848862)
|
| 774 |
+
742 train 7.599139 (lr=5.4018e-04) (hash(x)=4535000)
|
| 775 |
+
743 train 7.494648 (lr=5.3749e-04) (hash(x)=4440634)
|
| 776 |
+
744 train 7.465955 (lr=5.3481e-04) (hash(x)=5222077)
|
| 777 |
+
745 train 7.495412 (lr=5.3213e-04) (hash(x)=4788998)
|
| 778 |
+
746 train 7.500865 (lr=5.2946e-04) (hash(x)=6108350)
|
| 779 |
+
747 train 7.423533 (lr=5.2679e-04) (hash(x)=7378165)
|
| 780 |
+
748 train 7.499710 (lr=5.2413e-04) (hash(x)=5475646)
|
| 781 |
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749 train 7.529293 (lr=5.2147e-04) (hash(x)=4771243)
|
| 782 |
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750 val loss 7.5893
|
| 783 |
+
750 val perplexity 1977.0096
|
| 784 |
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750 train 7.397238 (lr=5.1882e-04) (hash(x)=6668088)
|
| 785 |
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751 train 7.590489 (lr=5.1618e-04) (hash(x)=5716089)
|
| 786 |
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752 train 7.562916 (lr=5.1354e-04) (hash(x)=6991946)
|
| 787 |
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753 train 7.448546 (lr=5.1091e-04) (hash(x)=7991009)
|
| 788 |
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754 train 7.569211 (lr=5.0828e-04) (hash(x)=6037018)
|
| 789 |
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755 train 7.537712 (lr=5.0566e-04) (hash(x)=5348607)
|
| 790 |
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756 train 7.666280 (lr=5.0305e-04) (hash(x)=5190526)
|
| 791 |
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757 train 7.569938 (lr=5.0044e-04) (hash(x)=6036146)
|
| 792 |
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758 train 7.443770 (lr=4.9784e-04) (hash(x)=5329783)
|
| 793 |
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759 train 7.552356 (lr=4.9525e-04) (hash(x)=6658718)
|
| 794 |
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760 train 7.467426 (lr=4.9266e-04) (hash(x)=4820939)
|
| 795 |
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761 train 7.446311 (lr=4.9008e-04) (hash(x)=6176253)
|
| 796 |
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762 train 7.435369 (lr=4.8750e-04) (hash(x)=5316750)
|
| 797 |
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763 train 7.516755 (lr=4.8493e-04) (hash(x)=4542895)
|
| 798 |
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764 train 7.365388 (lr=4.8237e-04) (hash(x)=5395673)
|
| 799 |
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765 train 7.404041 (lr=4.7981e-04) (hash(x)=5549073)
|
| 800 |
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766 train 7.654234 (lr=4.7726e-04) (hash(x)=5233723)
|
| 801 |
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767 train 7.677663 (lr=4.7472e-04) (hash(x)=5342783)
|
| 802 |
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768 train 7.625177 (lr=4.7219e-04) (hash(x)=5552448)
|
| 803 |
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769 train 7.748279 (lr=4.6966e-04) (hash(x)=6549546)
|
| 804 |
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770 train 7.440083 (lr=4.6714e-04) (hash(x)=3816493)
|
| 805 |
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771 train 7.488873 (lr=4.6462e-04) (hash(x)=6170599)
|
| 806 |
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772 train 7.953141 (lr=4.6211e-04) (hash(x)=6708759)
|
| 807 |
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773 train 7.587832 (lr=4.5961e-04) (hash(x)=8483134)
|
| 808 |
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774 train 8.170832 (lr=4.5712e-04) (hash(x)=5583732)
|
| 809 |
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775 train 7.560757 (lr=4.5463e-04) (hash(x)=4865036)
|
| 810 |
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776 train 7.487570 (lr=4.5215e-04) (hash(x)=7234336)
|
| 811 |
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777 train 7.449942 (lr=4.4968e-04) (hash(x)=4433890)
|
| 812 |
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778 train 7.758094 (lr=4.4722e-04) (hash(x)=7484636)
|
| 813 |
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779 train 8.282282 (lr=4.4476e-04) (hash(x)=6738597)
|
| 814 |
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780 train 7.519242 (lr=4.4231e-04) (hash(x)=6752421)
|
| 815 |
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781 train 7.703094 (lr=4.3987e-04) (hash(x)=5459620)
|
| 816 |
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782 train 7.611434 (lr=4.3743e-04) (hash(x)=6718131)
|
| 817 |
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783 train 7.609176 (lr=4.3500e-04) (hash(x)=4604074)
|
| 818 |
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784 train 7.482567 (lr=4.3258e-04) (hash(x)=5946124)
|
| 819 |
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785 train 7.721173 (lr=4.3017e-04) (hash(x)=8045501)
|
| 820 |
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786 train 7.842819 (lr=4.2776e-04) (hash(x)=5712725)
|
| 821 |
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787 train 7.580128 (lr=4.2537e-04) (hash(x)=6176464)
|
| 822 |
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788 train 7.630579 (lr=4.2298e-04) (hash(x)=6276702)
|
| 823 |
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789 train 7.444261 (lr=4.2060e-04) (hash(x)=6127317)
|
| 824 |
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790 train 7.592384 (lr=4.1822e-04) (hash(x)=7221374)
|
| 825 |
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791 train 7.568966 (lr=4.1586e-04) (hash(x)=5571462)
|
| 826 |
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792 train 7.571847 (lr=4.1350e-04) (hash(x)=7518021)
|
| 827 |
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793 train 7.574230 (lr=4.1115e-04) (hash(x)=6640755)
|
| 828 |
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794 train 7.660143 (lr=4.0880e-04) (hash(x)=6870405)
|
| 829 |
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795 train 7.625866 (lr=4.0647e-04) (hash(x)=6147295)
|
| 830 |
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796 train 7.511385 (lr=4.0414e-04) (hash(x)=6782583)
|
| 831 |
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797 train 7.619304 (lr=4.0183e-04) (hash(x)=6120461)
|
| 832 |
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798 train 7.563759 (lr=3.9952e-04) (hash(x)=5893870)
|
| 833 |
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799 train 7.497763 (lr=3.9722e-04) (hash(x)=5123928)
|
| 834 |
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800 val loss 7.5837
|
| 835 |
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800 val perplexity 1965.9197
|
| 836 |
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800 train 7.555704 (lr=3.9492e-04) (hash(x)=7037251)
|
| 837 |
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801 train 7.566846 (lr=3.9264e-04) (hash(x)=5428813)
|
| 838 |
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802 train 7.485403 (lr=3.9036e-04) (hash(x)=5550387)
|
| 839 |
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803 train 7.583901 (lr=3.8809e-04) (hash(x)=6448586)
|
| 840 |
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804 train 7.697530 (lr=3.8583e-04) (hash(x)=5916934)
|
| 841 |
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805 train 7.666185 (lr=3.8358e-04) (hash(x)=8116987)
|
| 842 |
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806 train 7.624870 (lr=3.8134e-04) (hash(x)=6210899)
|
| 843 |
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807 train 7.726729 (lr=3.7910e-04) (hash(x)=5974342)
|
| 844 |
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808 train 7.744931 (lr=3.7688e-04) (hash(x)=7236199)
|
| 845 |
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809 train 7.696422 (lr=3.7466e-04) (hash(x)=5261336)
|
| 846 |
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810 train 7.512304 (lr=3.7245e-04) (hash(x)=6310720)
|
| 847 |
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811 train 7.552894 (lr=3.7026e-04) (hash(x)=5307056)
|
| 848 |
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812 train 7.396852 (lr=3.6806e-04) (hash(x)=7356633)
|
| 849 |
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813 train 7.492779 (lr=3.6588e-04) (hash(x)=5865119)
|
| 850 |
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814 train 7.403041 (lr=3.6371e-04) (hash(x)=5979205)
|
| 851 |
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815 train 7.554278 (lr=3.6155e-04) (hash(x)=6672380)
|
| 852 |
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816 train 7.561201 (lr=3.5939e-04) (hash(x)=5565030)
|
| 853 |
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817 train 7.517117 (lr=3.5725e-04) (hash(x)=6886810)
|
| 854 |
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818 train 7.567135 (lr=3.5511e-04) (hash(x)=5926478)
|
| 855 |
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819 train 7.754086 (lr=3.5298e-04) (hash(x)=6564071)
|
| 856 |
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820 train 7.419878 (lr=3.5086e-04) (hash(x)=5024280)
|
| 857 |
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821 train 7.438396 (lr=3.4875e-04) (hash(x)=7705089)
|
| 858 |
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822 train 7.412940 (lr=3.4665e-04) (hash(x)=4037371)
|
| 859 |
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823 train 7.511008 (lr=3.4456e-04) (hash(x)=5773073)
|
| 860 |
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824 train 7.507897 (lr=3.4248e-04) (hash(x)=7158139)
|
| 861 |
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825 train 7.372197 (lr=3.4041e-04) (hash(x)=5905976)
|
| 862 |
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826 train 7.747830 (lr=3.3835e-04) (hash(x)=13897369)
|
| 863 |
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827 train 8.723680 (lr=3.3629e-04) (hash(x)=6936653)
|
| 864 |
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828 train 7.549129 (lr=3.3425e-04) (hash(x)=6592246)
|
| 865 |
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829 train 7.505181 (lr=3.3221e-04) (hash(x)=6592773)
|
| 866 |
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830 train 7.583286 (lr=3.3019e-04) (hash(x)=5461178)
|
| 867 |
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831 train 7.372470 (lr=3.2817e-04) (hash(x)=6796551)
|
| 868 |
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832 train 7.574071 (lr=3.2617e-04) (hash(x)=4721691)
|
| 869 |
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833 train 7.497634 (lr=3.2417e-04) (hash(x)=6151589)
|
| 870 |
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834 train 7.637172 (lr=3.2219e-04) (hash(x)=7008995)
|
| 871 |
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835 train 7.927523 (lr=3.2021e-04) (hash(x)=7045164)
|
| 872 |
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836 train 7.545493 (lr=3.1824e-04) (hash(x)=6614221)
|
| 873 |
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837 train 7.592062 (lr=3.1629e-04) (hash(x)=6650506)
|
| 874 |
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838 train 7.424112 (lr=3.1434e-04) (hash(x)=6363762)
|
| 875 |
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839 train 7.557069 (lr=3.1240e-04) (hash(x)=7839748)
|
| 876 |
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840 train 7.492625 (lr=3.1047e-04) (hash(x)=5124077)
|
| 877 |
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841 train 7.925664 (lr=3.0856e-04) (hash(x)=6028671)
|
| 878 |
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842 train 7.423744 (lr=3.0665e-04) (hash(x)=5427175)
|
| 879 |
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843 train 7.709420 (lr=3.0475e-04) (hash(x)=6118408)
|
| 880 |
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844 train 7.540825 (lr=3.0286e-04) (hash(x)=6022552)
|
| 881 |
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845 train 7.536815 (lr=3.0099e-04) (hash(x)=5757526)
|
| 882 |
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846 train 7.959790 (lr=2.9912e-04) (hash(x)=6476549)
|
| 883 |
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847 train 7.370636 (lr=2.9726e-04) (hash(x)=6030172)
|
| 884 |
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848 train 7.656048 (lr=2.9542e-04) (hash(x)=5917229)
|
| 885 |
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849 train 7.745681 (lr=2.9358e-04) (hash(x)=6719882)
|
| 886 |
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850 val loss 7.5796
|
| 887 |
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850 val perplexity 1957.7819
|
| 888 |
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850 train 7.622768 (lr=2.9175e-04) (hash(x)=5441498)
|
| 889 |
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851 train 7.512782 (lr=2.8994e-04) (hash(x)=5028050)
|
| 890 |
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852 train 7.558966 (lr=2.8813e-04) (hash(x)=8487491)
|
| 891 |
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853 train 7.544215 (lr=2.8634e-04) (hash(x)=5682910)
|
| 892 |
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854 train 7.736517 (lr=2.8455e-04) (hash(x)=6781362)
|
| 893 |
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855 train 7.539141 (lr=2.8278e-04) (hash(x)=5747891)
|
| 894 |
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856 train 7.601834 (lr=2.8102e-04) (hash(x)=7627661)
|
| 895 |
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857 train 7.283474 (lr=2.7926e-04) (hash(x)=5734208)
|
| 896 |
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858 train 7.397617 (lr=2.7752e-04) (hash(x)=6162015)
|
| 897 |
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859 train 7.627619 (lr=2.7579e-04) (hash(x)=7024381)
|
| 898 |
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860 train 7.796052 (lr=2.7407e-04) (hash(x)=5198498)
|
| 899 |
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861 train 7.749965 (lr=2.7236e-04) (hash(x)=7814361)
|
| 900 |
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862 train 7.675684 (lr=2.7066e-04) (hash(x)=7394995)
|
| 901 |
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863 train 7.560795 (lr=2.6897e-04) (hash(x)=5765893)
|
| 902 |
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864 train 7.387345 (lr=2.6729e-04) (hash(x)=4990435)
|
| 903 |
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865 train 7.511179 (lr=2.6562e-04) (hash(x)=5572048)
|
| 904 |
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866 train 7.664811 (lr=2.6396e-04) (hash(x)=7093293)
|
| 905 |
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867 train 7.571619 (lr=2.6232e-04) (hash(x)=5610058)
|
| 906 |
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868 train 7.465153 (lr=2.6068e-04) (hash(x)=6771468)
|
| 907 |
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869 train 7.491187 (lr=2.5906e-04) (hash(x)=4459483)
|
| 908 |
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870 train 7.413995 (lr=2.5745e-04) (hash(x)=4926546)
|
| 909 |
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871 train 7.521644 (lr=2.5584e-04) (hash(x)=6758411)
|
| 910 |
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872 train 7.455358 (lr=2.5425e-04) (hash(x)=7394277)
|
| 911 |
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873 train 7.590964 (lr=2.5267e-04) (hash(x)=6701381)
|
| 912 |
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874 train 7.916701 (lr=2.5110e-04) (hash(x)=8120966)
|
| 913 |
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875 train 7.460240 (lr=2.4955e-04) (hash(x)=5416400)
|
| 914 |
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876 train 7.477219 (lr=2.4800e-04) (hash(x)=6292778)
|
| 915 |
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877 train 7.408143 (lr=2.4646e-04) (hash(x)=5919569)
|
| 916 |
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878 train 7.704479 (lr=2.4494e-04) (hash(x)=7561740)
|
| 917 |
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879 train 7.487830 (lr=2.4343e-04) (hash(x)=5282870)
|
| 918 |
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880 train 7.499385 (lr=2.4192e-04) (hash(x)=5473238)
|
| 919 |
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881 train 7.409494 (lr=2.4043e-04) (hash(x)=8072181)
|
| 920 |
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882 train 7.410217 (lr=2.3895e-04) (hash(x)=6757322)
|
| 921 |
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883 train 7.394196 (lr=2.3749e-04) (hash(x)=7996770)
|
| 922 |
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884 train 7.466973 (lr=2.3603e-04) (hash(x)=3181021)
|
| 923 |
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885 train 7.502339 (lr=2.3458e-04) (hash(x)=5093519)
|
| 924 |
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886 train 7.471228 (lr=2.3315e-04) (hash(x)=5391352)
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| 925 |
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887 train 7.501481 (lr=2.3173e-04) (hash(x)=6270917)
|
| 926 |
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888 train 7.508416 (lr=2.3032e-04) (hash(x)=5818195)
|
| 927 |
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889 train 7.230391 (lr=2.2892e-04) (hash(x)=5852780)
|
| 928 |
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890 train 7.160896 (lr=2.2753e-04) (hash(x)=5777928)
|
| 929 |
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891 train 7.374829 (lr=2.2615e-04) (hash(x)=5327728)
|
| 930 |
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892 train 7.411976 (lr=2.2479e-04) (hash(x)=7651281)
|
| 931 |
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893 train 7.607723 (lr=2.2344e-04) (hash(x)=6260765)
|
| 932 |
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894 train 7.500413 (lr=2.2209e-04) (hash(x)=6265102)
|
| 933 |
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895 train 7.650255 (lr=2.2076e-04) (hash(x)=6212894)
|
| 934 |
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896 train 7.437178 (lr=2.1945e-04) (hash(x)=6901967)
|
| 935 |
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897 train 7.501818 (lr=2.1814e-04) (hash(x)=6724010)
|
| 936 |
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898 train 7.492483 (lr=2.1685e-04) (hash(x)=6299033)
|
| 937 |
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899 train 7.647099 (lr=2.1556e-04) (hash(x)=6059934)
|
| 938 |
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900 val loss 7.5669
|
| 939 |
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900 val perplexity 1933.2069
|
| 940 |
+
900 train 7.378261 (lr=2.1429e-04) (hash(x)=6029696)
|
| 941 |
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901 train 7.303301 (lr=2.1303e-04) (hash(x)=5587382)
|
| 942 |
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902 train 7.497371 (lr=2.1179e-04) (hash(x)=5890076)
|
| 943 |
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903 train 7.449915 (lr=2.1055e-04) (hash(x)=7274108)
|
| 944 |
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904 train 7.500693 (lr=2.0933e-04) (hash(x)=7975528)
|
| 945 |
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905 train 7.539095 (lr=2.0812e-04) (hash(x)=6085396)
|
| 946 |
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906 train 7.434281 (lr=2.0692e-04) (hash(x)=6724496)
|
| 947 |
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907 train 7.435217 (lr=2.0573e-04) (hash(x)=4784666)
|
| 948 |
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908 train 7.440199 (lr=2.0455e-04) (hash(x)=7193845)
|
| 949 |
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909 train 7.579875 (lr=2.0339e-04) (hash(x)=6288638)
|
| 950 |
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910 train 7.569043 (lr=2.0224e-04) (hash(x)=5685285)
|
| 951 |
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911 train 7.536479 (lr=2.0110e-04) (hash(x)=7714288)
|
| 952 |
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912 train 7.612863 (lr=1.9997e-04) (hash(x)=5983679)
|
| 953 |
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913 train 7.579433 (lr=1.9885e-04) (hash(x)=5534748)
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| 954 |
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914 train 7.517544 (lr=1.9775e-04) (hash(x)=6545471)
|
| 955 |
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915 train 7.518990 (lr=1.9666e-04) (hash(x)=6361270)
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| 956 |
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916 train 7.514293 (lr=1.9558e-04) (hash(x)=6257744)
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| 957 |
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917 train 7.525247 (lr=1.9451e-04) (hash(x)=4682956)
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918 train 7.413147 (lr=1.9346e-04) (hash(x)=4521756)
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| 959 |
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919 train 7.564897 (lr=1.9242e-04) (hash(x)=7568935)
|
| 960 |
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920 train 7.471497 (lr=1.9139e-04) (hash(x)=7969353)
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| 961 |
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921 train 7.646673 (lr=1.9037e-04) (hash(x)=7973311)
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| 962 |
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922 train 7.386485 (lr=1.8936e-04) (hash(x)=4843937)
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| 963 |
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923 train 7.502776 (lr=1.8837e-04) (hash(x)=6987352)
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| 964 |
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924 train 7.595049 (lr=1.8739e-04) (hash(x)=7179418)
|
| 965 |
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925 train 7.296122 (lr=1.8642e-04) (hash(x)=5413904)
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| 966 |
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926 train 7.653337 (lr=1.8547e-04) (hash(x)=6028105)
|
| 967 |
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927 train 7.589232 (lr=1.8452e-04) (hash(x)=6732924)
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| 968 |
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928 train 7.501529 (lr=1.8359e-04) (hash(x)=4547651)
|
| 969 |
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929 train 7.626449 (lr=1.8267e-04) (hash(x)=6219754)
|
| 970 |
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930 train 7.452164 (lr=1.8176e-04) (hash(x)=7465186)
|
| 971 |
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931 train 7.560885 (lr=1.8087e-04) (hash(x)=6839070)
|
| 972 |
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932 train 7.454355 (lr=1.7999e-04) (hash(x)=5390324)
|
| 973 |
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933 train 7.414926 (lr=1.7912e-04) (hash(x)=6090120)
|
| 974 |
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934 train 7.994825 (lr=1.7826e-04) (hash(x)=7123181)
|
| 975 |
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935 train 7.701993 (lr=1.7742e-04) (hash(x)=7115176)
|
| 976 |
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936 train 7.703364 (lr=1.7659e-04) (hash(x)=7016990)
|
| 977 |
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937 train 7.472511 (lr=1.7577e-04) (hash(x)=4989299)
|
| 978 |
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938 train 7.510314 (lr=1.7496e-04) (hash(x)=6783311)
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| 979 |
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939 train 7.470667 (lr=1.7417e-04) (hash(x)=7497590)
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| 980 |
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940 train 7.688316 (lr=1.7339e-04) (hash(x)=6767514)
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| 981 |
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941 train 7.464921 (lr=1.7262e-04) (hash(x)=3977557)
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| 982 |
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942 train 7.567982 (lr=1.7186e-04) (hash(x)=4806492)
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| 983 |
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943 train 7.476320 (lr=1.7112e-04) (hash(x)=5524165)
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| 984 |
+
944 train 7.543875 (lr=1.7039e-04) (hash(x)=4930752)
|
| 985 |
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945 train 7.524450 (lr=1.6967e-04) (hash(x)=5124936)
|
| 986 |
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946 train 7.411867 (lr=1.6896e-04) (hash(x)=6877351)
|
| 987 |
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947 train 7.672591 (lr=1.6827e-04) (hash(x)=5522119)
|
| 988 |
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948 train 7.490720 (lr=1.6759e-04) (hash(x)=6183512)
|
| 989 |
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949 train 7.408257 (lr=1.6692e-04) (hash(x)=5030865)
|
| 990 |
+
950 val loss 7.5601
|
| 991 |
+
950 val perplexity 1919.9873
|
| 992 |
+
950 train 7.500966 (lr=1.6627e-04) (hash(x)=6619812)
|
| 993 |
+
951 train 7.511671 (lr=1.6563e-04) (hash(x)=6411783)
|
| 994 |
+
952 train 7.516887 (lr=1.6500e-04) (hash(x)=6748982)
|
| 995 |
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953 train 7.419617 (lr=1.6438e-04) (hash(x)=6581937)
|
| 996 |
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954 train 7.526221 (lr=1.6378e-04) (hash(x)=7881022)
|
| 997 |
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955 train 7.487035 (lr=1.6319e-04) (hash(x)=5116910)
|
| 998 |
+
956 train 7.278900 (lr=1.6261e-04) (hash(x)=4880833)
|
| 999 |
+
957 train 7.331339 (lr=1.6205e-04) (hash(x)=7353459)
|
| 1000 |
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958 train 7.407221 (lr=1.6149e-04) (hash(x)=4951302)
|
| 1001 |
+
959 train 7.323879 (lr=1.6095e-04) (hash(x)=6344535)
|
| 1002 |
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960 train 7.895007 (lr=1.6043e-04) (hash(x)=7411763)
|
| 1003 |
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961 train 7.489126 (lr=1.5991e-04) (hash(x)=5840169)
|
| 1004 |
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962 train 7.568331 (lr=1.5941e-04) (hash(x)=5784788)
|
| 1005 |
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963 train 7.397121 (lr=1.5893e-04) (hash(x)=6754290)
|
| 1006 |
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964 train 7.637458 (lr=1.5845e-04) (hash(x)=6369963)
|
| 1007 |
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965 train 7.711027 (lr=1.5799e-04) (hash(x)=6484573)
|
| 1008 |
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966 train 7.337222 (lr=1.5754e-04) (hash(x)=6516338)
|
| 1009 |
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967 train 7.382394 (lr=1.5710e-04) (hash(x)=5260125)
|
| 1010 |
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968 train 7.494167 (lr=1.5668e-04) (hash(x)=5781624)
|
| 1011 |
+
969 train 7.310863 (lr=1.5627e-04) (hash(x)=4881179)
|
| 1012 |
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970 train 7.418378 (lr=1.5587e-04) (hash(x)=6707821)
|
| 1013 |
+
971 train 7.554861 (lr=1.5549e-04) (hash(x)=5001634)
|
| 1014 |
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972 train 7.415101 (lr=1.5512e-04) (hash(x)=4402949)
|
| 1015 |
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973 train 7.441772 (lr=1.5476e-04) (hash(x)=7424810)
|
| 1016 |
+
974 train 7.286432 (lr=1.5441e-04) (hash(x)=4814803)
|
| 1017 |
+
975 train 7.219942 (lr=1.5408e-04) (hash(x)=5176431)
|
| 1018 |
+
976 train 7.409331 (lr=1.5376e-04) (hash(x)=5769393)
|
| 1019 |
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977 train 7.354766 (lr=1.5345e-04) (hash(x)=5421624)
|
| 1020 |
+
978 train 7.571158 (lr=1.5316e-04) (hash(x)=5999773)
|
| 1021 |
+
979 train 7.332287 (lr=1.5288e-04) (hash(x)=5674439)
|
| 1022 |
+
980 train 7.408945 (lr=1.5261e-04) (hash(x)=6345351)
|
| 1023 |
+
981 train 7.344377 (lr=1.5236e-04) (hash(x)=5819157)
|
| 1024 |
+
982 train 7.541343 (lr=1.5212e-04) (hash(x)=11159355)
|
| 1025 |
+
983 train 7.520033 (lr=1.5189e-04) (hash(x)=6506856)
|
| 1026 |
+
984 train 7.441432 (lr=1.5167e-04) (hash(x)=6331023)
|
| 1027 |
+
985 train 7.332491 (lr=1.5147e-04) (hash(x)=6119124)
|
| 1028 |
+
986 train 7.531219 (lr=1.5128e-04) (hash(x)=8142528)
|
| 1029 |
+
987 train 7.681267 (lr=1.5110e-04) (hash(x)=6241669)
|
| 1030 |
+
988 train 7.350418 (lr=1.5094e-04) (hash(x)=3852991)
|
| 1031 |
+
989 train 7.121955 (lr=1.5079e-04) (hash(x)=4992756)
|
| 1032 |
+
990 train 7.765850 (lr=1.5065e-04) (hash(x)=7097145)
|
| 1033 |
+
991 train 7.562995 (lr=1.5053e-04) (hash(x)=7277927)
|
| 1034 |
+
992 train 7.618833 (lr=1.5042e-04) (hash(x)=5661400)
|
| 1035 |
+
993 train 7.550998 (lr=1.5032e-04) (hash(x)=6622097)
|
| 1036 |
+
994 train 7.666943 (lr=1.5024e-04) (hash(x)=5016804)
|
| 1037 |
+
995 train 7.728390 (lr=1.5016e-04) (hash(x)=7026582)
|
| 1038 |
+
996 train 7.524142 (lr=1.5010e-04) (hash(x)=5639136)
|
| 1039 |
+
997 train 7.696088 (lr=1.5006e-04) (hash(x)=5840987)
|
| 1040 |
+
998 train 7.327505 (lr=1.5003e-04) (hash(x)=5265410)
|
| 1041 |
+
999 val loss 7.5521
|
| 1042 |
+
999 val perplexity 1904.7271
|
| 1043 |
+
999 train 7.315741 (lr=1.5001e-04) (hash(x)=4351074)
|
lr1.5e-3_total_batch_size20480_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6108a3fb09a96ee441bd0473836e4be971c040257d52cc9ca2692f1b00896c29
|
| 3 |
+
size 36163010
|
lr1.5e-3_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:d44338d40cc252c9db750d7cfad3a73b4863b7147221ed8621912cb92c794800
|
| 3 |
+
size 70764358
|