Upload folder using huggingface_hub
Browse files- lr4e-4_total_batch_size5120_seq_len512/args.json +1 -0
- lr4e-4_total_batch_size5120_seq_len512/dataloader_00999.pt +3 -0
- lr4e-4_total_batch_size5120_seq_len512/log2.txt +1043 -0
- lr4e-4_total_batch_size5120_seq_len512/model_00999.pt +3 -0
- lr4e-4_total_batch_size5120_seq_len512/optimizer_00999.pt +3 -0
lr4e-4_total_batch_size5120_seq_len512/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr4e-4_total_batch_size5120_seq_len512", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 512, "batch_size": null, "total_batch_size": 5120, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0004, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
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lr4e-4_total_batch_size5120_seq_len512/dataloader_00999.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:60582085b67f79a59d68bfd29cd9c94a65421fc83fc6750cd587ed93c2812fa4
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size 964
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lr4e-4_total_batch_size5120_seq_len512/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7800
|
| 3 |
+
0 val perplexity 130608.6406
|
| 4 |
+
0 train 11.762018 (lr=1.3986e-06) (hash(x)=22886834)
|
| 5 |
+
1 train 11.761712 (lr=2.7972e-06) (hash(x)=26375038)
|
| 6 |
+
2 train 11.727182 (lr=4.1958e-06) (hash(x)=30598777)
|
| 7 |
+
3 train 11.770659 (lr=5.5944e-06) (hash(x)=27234506)
|
| 8 |
+
4 train 11.720979 (lr=6.9930e-06) (hash(x)=27767880)
|
| 9 |
+
5 train 11.710020 (lr=8.3916e-06) (hash(x)=23702020)
|
| 10 |
+
6 train 11.721946 (lr=9.7902e-06) (hash(x)=31986844)
|
| 11 |
+
7 train 11.732994 (lr=1.1189e-05) (hash(x)=20782690)
|
| 12 |
+
8 train 11.743386 (lr=1.2587e-05) (hash(x)=25201599)
|
| 13 |
+
9 train 11.751269 (lr=1.3986e-05) (hash(x)=23094976)
|
| 14 |
+
10 train 11.695582 (lr=1.5385e-05) (hash(x)=23841096)
|
| 15 |
+
11 train 11.662376 (lr=1.6783e-05) (hash(x)=26532095)
|
| 16 |
+
12 train 11.674286 (lr=1.8182e-05) (hash(x)=24432298)
|
| 17 |
+
13 train 11.622149 (lr=1.9580e-05) (hash(x)=27151649)
|
| 18 |
+
14 train 11.604691 (lr=2.0979e-05) (hash(x)=24596846)
|
| 19 |
+
15 train 11.598269 (lr=2.2378e-05) (hash(x)=23890908)
|
| 20 |
+
16 train 11.581548 (lr=2.3776e-05) (hash(x)=28913955)
|
| 21 |
+
17 train 11.529721 (lr=2.5175e-05) (hash(x)=25588236)
|
| 22 |
+
18 train 11.477553 (lr=2.6573e-05) (hash(x)=23770034)
|
| 23 |
+
19 train 11.472409 (lr=2.7972e-05) (hash(x)=24011372)
|
| 24 |
+
20 train 11.386425 (lr=2.9371e-05) (hash(x)=25441898)
|
| 25 |
+
21 train 11.389735 (lr=3.0769e-05) (hash(x)=28375581)
|
| 26 |
+
22 train 11.334499 (lr=3.2168e-05) (hash(x)=24046679)
|
| 27 |
+
23 train 11.338481 (lr=3.3566e-05) (hash(x)=24611628)
|
| 28 |
+
24 train 11.331514 (lr=3.4965e-05) (hash(x)=26169030)
|
| 29 |
+
25 train 11.245864 (lr=3.6364e-05) (hash(x)=30298407)
|
| 30 |
+
26 train 11.196999 (lr=3.7762e-05) (hash(x)=23711112)
|
| 31 |
+
27 train 11.038733 (lr=3.9161e-05) (hash(x)=19245352)
|
| 32 |
+
28 train 11.025330 (lr=4.0559e-05) (hash(x)=21529136)
|
| 33 |
+
29 train 11.088989 (lr=4.1958e-05) (hash(x)=28936608)
|
| 34 |
+
30 train 10.900310 (lr=4.3357e-05) (hash(x)=24339013)
|
| 35 |
+
31 train 10.748546 (lr=4.4755e-05) (hash(x)=25767553)
|
| 36 |
+
32 train 10.761757 (lr=4.6154e-05) (hash(x)=26439905)
|
| 37 |
+
33 train 10.887057 (lr=4.7552e-05) (hash(x)=31093473)
|
| 38 |
+
34 train 10.661058 (lr=4.8951e-05) (hash(x)=25450374)
|
| 39 |
+
35 train 10.662196 (lr=5.0350e-05) (hash(x)=24809873)
|
| 40 |
+
36 train 10.709335 (lr=5.1748e-05) (hash(x)=23253252)
|
| 41 |
+
37 train 10.737584 (lr=5.3147e-05) (hash(x)=27852919)
|
| 42 |
+
38 train 10.527649 (lr=5.4545e-05) (hash(x)=23327497)
|
| 43 |
+
39 train 10.543945 (lr=5.5944e-05) (hash(x)=22512166)
|
| 44 |
+
40 train 10.617921 (lr=5.7343e-05) (hash(x)=22859419)
|
| 45 |
+
41 train 10.413960 (lr=5.8741e-05) (hash(x)=27620338)
|
| 46 |
+
42 train 10.410434 (lr=6.0140e-05) (hash(x)=26397837)
|
| 47 |
+
43 train 10.450401 (lr=6.1538e-05) (hash(x)=28092148)
|
| 48 |
+
44 train 10.365738 (lr=6.2937e-05) (hash(x)=24662703)
|
| 49 |
+
45 train 10.439790 (lr=6.4336e-05) (hash(x)=27938767)
|
| 50 |
+
46 train 10.517088 (lr=6.5734e-05) (hash(x)=26037988)
|
| 51 |
+
47 train 10.282906 (lr=6.7133e-05) (hash(x)=24732833)
|
| 52 |
+
48 train 10.324231 (lr=6.8531e-05) (hash(x)=25259526)
|
| 53 |
+
49 train 10.334154 (lr=6.9930e-05) (hash(x)=23200230)
|
| 54 |
+
50 val loss 10.2945
|
| 55 |
+
50 val perplexity 29568.9004
|
| 56 |
+
50 train 10.303683 (lr=7.1329e-05) (hash(x)=26721357)
|
| 57 |
+
51 train 10.305330 (lr=7.2727e-05) (hash(x)=22694718)
|
| 58 |
+
52 train 10.243316 (lr=7.4126e-05) (hash(x)=28066766)
|
| 59 |
+
53 train 10.203763 (lr=7.5524e-05) (hash(x)=23125151)
|
| 60 |
+
54 train 10.273292 (lr=7.6923e-05) (hash(x)=27193725)
|
| 61 |
+
55 train 10.159582 (lr=7.8322e-05) (hash(x)=25129410)
|
| 62 |
+
56 train 10.192543 (lr=7.9720e-05) (hash(x)=24263988)
|
| 63 |
+
57 train 10.051816 (lr=8.1119e-05) (hash(x)=23059154)
|
| 64 |
+
58 train 10.176322 (lr=8.2517e-05) (hash(x)=26063864)
|
| 65 |
+
59 train 10.316957 (lr=8.3916e-05) (hash(x)=27858570)
|
| 66 |
+
60 train 10.088168 (lr=8.5315e-05) (hash(x)=23874620)
|
| 67 |
+
61 train 10.084573 (lr=8.6713e-05) (hash(x)=22402617)
|
| 68 |
+
62 train 10.073235 (lr=8.8112e-05) (hash(x)=23600822)
|
| 69 |
+
63 train 9.873080 (lr=8.9510e-05) (hash(x)=26582391)
|
| 70 |
+
64 train 9.895378 (lr=9.0909e-05) (hash(x)=23225283)
|
| 71 |
+
65 train 10.087008 (lr=9.2308e-05) (hash(x)=26075451)
|
| 72 |
+
66 train 10.011303 (lr=9.3706e-05) (hash(x)=24723419)
|
| 73 |
+
67 train 9.929804 (lr=9.5105e-05) (hash(x)=27279806)
|
| 74 |
+
68 train 9.862325 (lr=9.6503e-05) (hash(x)=25870391)
|
| 75 |
+
69 train 9.944585 (lr=9.7902e-05) (hash(x)=26188136)
|
| 76 |
+
70 train 9.857930 (lr=9.9301e-05) (hash(x)=30373443)
|
| 77 |
+
71 train 9.947771 (lr=1.0070e-04) (hash(x)=26472336)
|
| 78 |
+
72 train 9.856348 (lr=1.0210e-04) (hash(x)=26651572)
|
| 79 |
+
73 train 9.795497 (lr=1.0350e-04) (hash(x)=26376212)
|
| 80 |
+
74 train 9.796396 (lr=1.0490e-04) (hash(x)=26733350)
|
| 81 |
+
75 train 9.920378 (lr=1.0629e-04) (hash(x)=28301589)
|
| 82 |
+
76 train 9.783683 (lr=1.0769e-04) (hash(x)=27599559)
|
| 83 |
+
77 train 9.708537 (lr=1.0909e-04) (hash(x)=28035221)
|
| 84 |
+
78 train 9.779418 (lr=1.1049e-04) (hash(x)=25016783)
|
| 85 |
+
79 train 9.794131 (lr=1.1189e-04) (hash(x)=27654289)
|
| 86 |
+
80 train 9.793641 (lr=1.1329e-04) (hash(x)=24597558)
|
| 87 |
+
81 train 9.727638 (lr=1.1469e-04) (hash(x)=21560904)
|
| 88 |
+
82 train 9.533305 (lr=1.1608e-04) (hash(x)=21983837)
|
| 89 |
+
83 train 9.613105 (lr=1.1748e-04) (hash(x)=24995715)
|
| 90 |
+
84 train 9.711059 (lr=1.1888e-04) (hash(x)=29876413)
|
| 91 |
+
85 train 9.570414 (lr=1.2028e-04) (hash(x)=23792508)
|
| 92 |
+
86 train 9.483134 (lr=1.2168e-04) (hash(x)=25509120)
|
| 93 |
+
87 train 9.688270 (lr=1.2308e-04) (hash(x)=26559876)
|
| 94 |
+
88 train 9.592445 (lr=1.2448e-04) (hash(x)=23569647)
|
| 95 |
+
89 train 9.585902 (lr=1.2587e-04) (hash(x)=25758852)
|
| 96 |
+
90 train 9.456041 (lr=1.2727e-04) (hash(x)=25706298)
|
| 97 |
+
91 train 9.404999 (lr=1.2867e-04) (hash(x)=28364895)
|
| 98 |
+
92 train 9.399004 (lr=1.3007e-04) (hash(x)=25304663)
|
| 99 |
+
93 train 9.500826 (lr=1.3147e-04) (hash(x)=25269299)
|
| 100 |
+
94 train 9.620717 (lr=1.3287e-04) (hash(x)=25870566)
|
| 101 |
+
95 train 9.366263 (lr=1.3427e-04) (hash(x)=21770329)
|
| 102 |
+
96 train 9.600039 (lr=1.3566e-04) (hash(x)=27595900)
|
| 103 |
+
97 train 9.579823 (lr=1.3706e-04) (hash(x)=24785397)
|
| 104 |
+
98 train 9.328650 (lr=1.3846e-04) (hash(x)=21521480)
|
| 105 |
+
99 train 9.378031 (lr=1.3986e-04) (hash(x)=24628606)
|
| 106 |
+
100 val loss 9.3878
|
| 107 |
+
100 val perplexity 11942.1201
|
| 108 |
+
100 train 9.429362 (lr=1.4126e-04) (hash(x)=24670150)
|
| 109 |
+
101 train 9.399013 (lr=1.4266e-04) (hash(x)=23181910)
|
| 110 |
+
102 train 9.258065 (lr=1.4406e-04) (hash(x)=22714991)
|
| 111 |
+
103 train 9.323733 (lr=1.4545e-04) (hash(x)=22723459)
|
| 112 |
+
104 train 9.236087 (lr=1.4685e-04) (hash(x)=21524316)
|
| 113 |
+
105 train 9.277870 (lr=1.4825e-04) (hash(x)=25506632)
|
| 114 |
+
106 train 9.022864 (lr=1.4965e-04) (hash(x)=21675672)
|
| 115 |
+
107 train 9.132483 (lr=1.5105e-04) (hash(x)=22897919)
|
| 116 |
+
108 train 9.160258 (lr=1.5245e-04) (hash(x)=23321631)
|
| 117 |
+
109 train 9.191370 (lr=1.5385e-04) (hash(x)=26546719)
|
| 118 |
+
110 train 9.890983 (lr=1.5524e-04) (hash(x)=31962348)
|
| 119 |
+
111 train 9.228190 (lr=1.5664e-04) (hash(x)=30338342)
|
| 120 |
+
112 train 9.137326 (lr=1.5804e-04) (hash(x)=23724471)
|
| 121 |
+
113 train 9.116721 (lr=1.5944e-04) (hash(x)=29175888)
|
| 122 |
+
114 train 9.259405 (lr=1.6084e-04) (hash(x)=23256716)
|
| 123 |
+
115 train 9.176568 (lr=1.6224e-04) (hash(x)=27063280)
|
| 124 |
+
116 train 9.134725 (lr=1.6364e-04) (hash(x)=31057659)
|
| 125 |
+
117 train 9.288605 (lr=1.6503e-04) (hash(x)=32915097)
|
| 126 |
+
118 train 9.063211 (lr=1.6643e-04) (hash(x)=28842717)
|
| 127 |
+
119 train 8.955272 (lr=1.6783e-04) (hash(x)=25678059)
|
| 128 |
+
120 train 8.896905 (lr=1.6923e-04) (hash(x)=21593510)
|
| 129 |
+
121 train 8.738500 (lr=1.7063e-04) (hash(x)=20083773)
|
| 130 |
+
122 train 8.879544 (lr=1.7203e-04) (hash(x)=23002820)
|
| 131 |
+
123 train 8.769031 (lr=1.7343e-04) (hash(x)=21853028)
|
| 132 |
+
124 train 8.858190 (lr=1.7483e-04) (hash(x)=26985625)
|
| 133 |
+
125 train 8.700994 (lr=1.7622e-04) (hash(x)=21808483)
|
| 134 |
+
126 train 8.982949 (lr=1.7762e-04) (hash(x)=28873251)
|
| 135 |
+
127 train 8.795117 (lr=1.7902e-04) (hash(x)=26109335)
|
| 136 |
+
128 train 8.859117 (lr=1.8042e-04) (hash(x)=26334674)
|
| 137 |
+
129 train 8.799540 (lr=1.8182e-04) (hash(x)=24916754)
|
| 138 |
+
130 train 8.779594 (lr=1.8322e-04) (hash(x)=25449624)
|
| 139 |
+
131 train 8.848719 (lr=1.8462e-04) (hash(x)=25334848)
|
| 140 |
+
132 train 9.000388 (lr=1.8601e-04) (hash(x)=27484863)
|
| 141 |
+
133 train 8.669944 (lr=1.8741e-04) (hash(x)=24917705)
|
| 142 |
+
134 train 8.596847 (lr=1.8881e-04) (hash(x)=25143449)
|
| 143 |
+
135 train 8.635745 (lr=1.9021e-04) (hash(x)=25044885)
|
| 144 |
+
136 train 8.857414 (lr=1.9161e-04) (hash(x)=27821028)
|
| 145 |
+
137 train 8.767868 (lr=1.9301e-04) (hash(x)=28747022)
|
| 146 |
+
138 train 8.713805 (lr=1.9441e-04) (hash(x)=27182888)
|
| 147 |
+
139 train 8.535649 (lr=1.9580e-04) (hash(x)=23678349)
|
| 148 |
+
140 train 8.629613 (lr=1.9720e-04) (hash(x)=23593235)
|
| 149 |
+
141 train 8.814885 (lr=1.9860e-04) (hash(x)=28529813)
|
| 150 |
+
142 train 9.049083 (lr=2.0000e-04) (hash(x)=32074661)
|
| 151 |
+
143 train 8.634256 (lr=2.0140e-04) (hash(x)=28870690)
|
| 152 |
+
144 train 8.632668 (lr=2.0280e-04) (hash(x)=27307705)
|
| 153 |
+
145 train 8.547359 (lr=2.0420e-04) (hash(x)=25044834)
|
| 154 |
+
146 train 8.605483 (lr=2.0559e-04) (hash(x)=23712023)
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147 train 8.919071 (lr=2.0699e-04) (hash(x)=32982615)
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148 train 8.720126 (lr=2.0839e-04) (hash(x)=30113660)
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149 train 8.300377 (lr=2.0979e-04) (hash(x)=20970960)
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150 val loss 8.4402
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150 val perplexity 4629.6831
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151 train 9.974734 (lr=2.1259e-04) (hash(x)=35279941)
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156 train 8.346365 (lr=2.1958e-04) (hash(x)=25262621)
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157 train 8.370531 (lr=2.2098e-04) (hash(x)=24656138)
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158 train 8.490586 (lr=2.2238e-04) (hash(x)=26803414)
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189 train 7.775772 (lr=2.6573e-04) (hash(x)=19557946)
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192 train 7.907533 (lr=2.6993e-04) (hash(x)=25547951)
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197 train 8.627557 (lr=2.7692e-04) (hash(x)=31689122)
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199 train 8.018550 (lr=2.7972e-04) (hash(x)=25470563)
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200 val loss 7.9532
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| 211 |
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200 val perplexity 2844.7117
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| 212 |
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200 train 8.059333 (lr=2.8112e-04) (hash(x)=25597614)
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201 train 8.087310 (lr=2.8252e-04) (hash(x)=23757479)
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203 train 8.094152 (lr=2.8531e-04) (hash(x)=28282861)
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206 train 8.191173 (lr=2.8951e-04) (hash(x)=26660561)
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207 train 7.769304 (lr=2.9091e-04) (hash(x)=21799102)
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208 train 7.982753 (lr=2.9231e-04) (hash(x)=27025986)
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209 train 7.824104 (lr=2.9371e-04) (hash(x)=24672077)
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213 train 8.071383 (lr=2.9930e-04) (hash(x)=24058931)
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214 train 7.764444 (lr=3.0070e-04) (hash(x)=23872843)
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215 train 7.806528 (lr=3.0210e-04) (hash(x)=23275479)
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216 train 7.934415 (lr=3.0350e-04) (hash(x)=24914695)
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217 train 7.788907 (lr=3.0490e-04) (hash(x)=24364396)
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218 train 8.022510 (lr=3.0629e-04) (hash(x)=27986474)
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219 train 7.948164 (lr=3.0769e-04) (hash(x)=24473581)
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220 train 7.870291 (lr=3.0909e-04) (hash(x)=22974689)
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221 train 7.935555 (lr=3.1049e-04) (hash(x)=23774644)
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222 train 7.893469 (lr=3.1189e-04) (hash(x)=23245327)
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223 train 7.716710 (lr=3.1329e-04) (hash(x)=22091862)
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224 train 7.780473 (lr=3.1469e-04) (hash(x)=24362839)
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225 train 7.886597 (lr=3.1608e-04) (hash(x)=25482303)
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226 train 7.978626 (lr=3.1748e-04) (hash(x)=24911853)
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227 train 7.964651 (lr=3.1888e-04) (hash(x)=26018202)
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228 train 7.794415 (lr=3.2028e-04) (hash(x)=26124495)
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229 train 7.887305 (lr=3.2168e-04) (hash(x)=24560096)
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230 train 7.879899 (lr=3.2308e-04) (hash(x)=24695331)
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232 train 7.669260 (lr=3.2587e-04) (hash(x)=21813345)
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233 train 7.264420 (lr=3.2727e-04) (hash(x)=20098681)
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234 train 7.608260 (lr=3.2867e-04) (hash(x)=25095928)
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235 train 7.735494 (lr=3.3007e-04) (hash(x)=24078083)
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236 train 7.754076 (lr=3.3147e-04) (hash(x)=22901505)
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237 train 7.927379 (lr=3.3287e-04) (hash(x)=26595592)
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238 train 7.880264 (lr=3.3427e-04) (hash(x)=27663196)
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239 train 7.649796 (lr=3.3566e-04) (hash(x)=22954861)
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240 train 8.070422 (lr=3.3706e-04) (hash(x)=30159234)
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241 train 7.971080 (lr=3.3846e-04) (hash(x)=29294271)
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242 train 7.925672 (lr=3.3986e-04) (hash(x)=23728322)
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243 train 7.981122 (lr=3.4126e-04) (hash(x)=28695016)
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244 train 8.086043 (lr=3.4266e-04) (hash(x)=26702728)
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245 train 7.916951 (lr=3.4406e-04) (hash(x)=27100115)
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246 train 7.818809 (lr=3.4545e-04) (hash(x)=25082752)
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247 train 8.172284 (lr=3.4685e-04) (hash(x)=26671799)
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248 train 7.850059 (lr=3.4825e-04) (hash(x)=23718946)
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| 261 |
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249 train 8.070689 (lr=3.4965e-04) (hash(x)=28137394)
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| 262 |
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250 val loss 7.8559
|
| 263 |
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250 val perplexity 2580.8499
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| 264 |
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250 train 8.103876 (lr=3.5105e-04) (hash(x)=23893495)
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251 train 7.889508 (lr=3.5245e-04) (hash(x)=23166092)
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252 train 7.866229 (lr=3.5385e-04) (hash(x)=25907665)
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253 train 7.842268 (lr=3.5524e-04) (hash(x)=25885986)
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254 train 7.877132 (lr=3.5664e-04) (hash(x)=25262712)
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255 train 7.850058 (lr=3.5804e-04) (hash(x)=26924723)
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256 train 8.035642 (lr=3.5944e-04) (hash(x)=28744736)
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257 train 7.765707 (lr=3.6084e-04) (hash(x)=26140590)
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258 train 7.961320 (lr=3.6224e-04) (hash(x)=25780449)
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259 train 7.810725 (lr=3.6364e-04) (hash(x)=25138659)
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260 train 8.095762 (lr=3.6503e-04) (hash(x)=27244046)
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263 train 7.708787 (lr=3.6923e-04) (hash(x)=23557495)
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264 train 7.865103 (lr=3.7063e-04) (hash(x)=24680596)
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265 train 7.888007 (lr=3.7203e-04) (hash(x)=23928957)
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279 train 7.928970 (lr=3.9161e-04) (hash(x)=26654908)
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280 train 7.893444 (lr=3.9301e-04) (hash(x)=24213147)
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285 train 8.135093 (lr=4.0000e-04) (hash(x)=28314127)
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287 train 7.738185 (lr=4.0000e-04) (hash(x)=23627518)
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288 train 7.751136 (lr=3.9999e-04) (hash(x)=20870353)
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289 train 7.763999 (lr=3.9998e-04) (hash(x)=25024764)
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290 train 7.529289 (lr=3.9997e-04) (hash(x)=20683822)
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291 train 7.866104 (lr=3.9996e-04) (hash(x)=21768671)
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292 train 7.891206 (lr=3.9994e-04) (hash(x)=25557309)
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293 train 8.020423 (lr=3.9991e-04) (hash(x)=25076667)
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294 train 7.684668 (lr=3.9989e-04) (hash(x)=23765822)
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295 train 7.668614 (lr=3.9986e-04) (hash(x)=21889990)
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296 train 7.862082 (lr=3.9983e-04) (hash(x)=26339893)
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297 train 7.557837 (lr=3.9979e-04) (hash(x)=20932794)
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298 train 7.740137 (lr=3.9975e-04) (hash(x)=21750070)
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299 train 7.850974 (lr=3.9971e-04) (hash(x)=23665838)
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300 val loss 7.8239
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| 315 |
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300 val perplexity 2499.6367
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| 316 |
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300 train 8.578812 (lr=3.9966e-04) (hash(x)=32888061)
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301 train 8.357419 (lr=3.9961e-04) (hash(x)=30223582)
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308 train 8.057729 (lr=3.9916e-04) (hash(x)=27804274)
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314 train 7.901668 (lr=3.9864e-04) (hash(x)=24481302)
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341 train 8.130673 (lr=3.9475e-04) (hash(x)=26303975)
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342 train 7.835675 (lr=3.9456e-04) (hash(x)=22938170)
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343 train 7.885873 (lr=3.9437e-04) (hash(x)=25347203)
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345 train 7.877520 (lr=3.9397e-04) (hash(x)=25973417)
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346 train 7.889467 (lr=3.9376e-04) (hash(x)=26918389)
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| 363 |
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347 train 7.854825 (lr=3.9356e-04) (hash(x)=24272489)
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348 train 7.849720 (lr=3.9334e-04) (hash(x)=25593714)
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| 365 |
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349 train 7.899414 (lr=3.9313e-04) (hash(x)=29260846)
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| 366 |
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350 val loss 7.8182
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| 367 |
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350 val perplexity 2485.4043
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| 368 |
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350 train 7.962194 (lr=3.9291e-04) (hash(x)=27951602)
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| 369 |
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351 train 8.058135 (lr=3.9269e-04) (hash(x)=28922363)
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352 train 7.918921 (lr=3.9246e-04) (hash(x)=27210734)
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353 train 7.986090 (lr=3.9223e-04) (hash(x)=26322572)
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354 train 7.854704 (lr=3.9200e-04) (hash(x)=27084665)
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355 train 7.752638 (lr=3.9177e-04) (hash(x)=25510798)
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356 train 7.862178 (lr=3.9153e-04) (hash(x)=24970921)
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357 train 7.898376 (lr=3.9129e-04) (hash(x)=24138948)
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358 train 7.770271 (lr=3.9104e-04) (hash(x)=24790211)
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359 train 7.915450 (lr=3.9079e-04) (hash(x)=25631397)
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360 train 7.693350 (lr=3.9054e-04) (hash(x)=23226625)
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361 train 7.789601 (lr=3.9029e-04) (hash(x)=24001903)
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362 train 7.766843 (lr=3.9003e-04) (hash(x)=24587948)
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363 train 7.431453 (lr=3.8977e-04) (hash(x)=21333676)
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364 train 7.274203 (lr=3.8950e-04) (hash(x)=23673779)
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365 train 8.841041 (lr=3.8923e-04) (hash(x)=30770484)
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366 train 7.888419 (lr=3.8896e-04) (hash(x)=26564899)
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367 train 7.858365 (lr=3.8869e-04) (hash(x)=26237983)
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368 train 7.593766 (lr=3.8841e-04) (hash(x)=23764356)
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369 train 7.937840 (lr=3.8813e-04) (hash(x)=26205744)
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370 train 7.656406 (lr=3.8785e-04) (hash(x)=19208770)
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371 train 7.848132 (lr=3.8756e-04) (hash(x)=25976502)
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372 train 7.707138 (lr=3.8727e-04) (hash(x)=23983933)
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373 train 7.702058 (lr=3.8697e-04) (hash(x)=24080636)
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374 train 7.790575 (lr=3.8667e-04) (hash(x)=24404047)
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375 train 7.741900 (lr=3.8637e-04) (hash(x)=24742645)
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376 train 7.781909 (lr=3.8607e-04) (hash(x)=24159600)
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377 train 8.023674 (lr=3.8576e-04) (hash(x)=28677257)
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378 train 7.734386 (lr=3.8545e-04) (hash(x)=25604111)
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379 train 7.711198 (lr=3.8514e-04) (hash(x)=27086333)
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380 train 7.704967 (lr=3.8482e-04) (hash(x)=25188207)
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381 train 7.913597 (lr=3.8450e-04) (hash(x)=27855233)
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382 train 7.494791 (lr=3.8418e-04) (hash(x)=19470039)
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383 train 7.747125 (lr=3.8385e-04) (hash(x)=26157660)
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384 train 7.691605 (lr=3.8352e-04) (hash(x)=25291570)
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385 train 7.674989 (lr=3.8319e-04) (hash(x)=25046062)
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386 train 7.945024 (lr=3.8286e-04) (hash(x)=27020337)
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387 train 7.615159 (lr=3.8252e-04) (hash(x)=23616370)
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388 train 7.293591 (lr=3.8217e-04) (hash(x)=19113218)
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389 train 7.641786 (lr=3.8183e-04) (hash(x)=24302232)
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390 train 7.667743 (lr=3.8148e-04) (hash(x)=22188949)
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| 409 |
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391 train 7.445746 (lr=3.8113e-04) (hash(x)=22582169)
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| 410 |
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392 train 7.613426 (lr=3.8077e-04) (hash(x)=24700570)
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| 411 |
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393 train 7.549601 (lr=3.8042e-04) (hash(x)=22773833)
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| 412 |
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394 train 7.426831 (lr=3.8006e-04) (hash(x)=21875928)
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| 413 |
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395 train 7.724616 (lr=3.7969e-04) (hash(x)=26233189)
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| 414 |
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396 train 7.547325 (lr=3.7933e-04) (hash(x)=24321467)
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397 train 7.824846 (lr=3.7896e-04) (hash(x)=26431507)
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| 416 |
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398 train 7.925646 (lr=3.7858e-04) (hash(x)=28690877)
|
| 417 |
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399 train 7.846927 (lr=3.7821e-04) (hash(x)=26431960)
|
| 418 |
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400 val loss 7.7337
|
| 419 |
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400 val perplexity 2283.9282
|
| 420 |
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400 train 7.715025 (lr=3.7783e-04) (hash(x)=24580300)
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| 421 |
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401 train 7.624078 (lr=3.7744e-04) (hash(x)=25112360)
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| 422 |
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402 train 7.716455 (lr=3.7706e-04) (hash(x)=27597243)
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| 423 |
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403 train 8.216340 (lr=3.7667e-04) (hash(x)=30707498)
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404 train 7.837725 (lr=3.7628e-04) (hash(x)=28485465)
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| 425 |
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405 train 7.484231 (lr=3.7588e-04) (hash(x)=22586447)
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| 426 |
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406 train 7.655731 (lr=3.7549e-04) (hash(x)=23175270)
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| 427 |
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407 train 7.745759 (lr=3.7509e-04) (hash(x)=25716176)
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| 428 |
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408 train 7.811182 (lr=3.7468e-04) (hash(x)=26861373)
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| 429 |
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409 train 7.855147 (lr=3.7428e-04) (hash(x)=25118971)
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| 430 |
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410 train 7.421111 (lr=3.7387e-04) (hash(x)=19829066)
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| 431 |
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411 train 7.569578 (lr=3.7345e-04) (hash(x)=26256420)
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| 432 |
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412 train 7.855487 (lr=3.7304e-04) (hash(x)=27796153)
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| 433 |
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413 train 7.610954 (lr=3.7262e-04) (hash(x)=22633318)
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| 434 |
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414 train 7.629806 (lr=3.7220e-04) (hash(x)=22589383)
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415 train 8.077329 (lr=3.7177e-04) (hash(x)=28019788)
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416 train 7.952090 (lr=3.7135e-04) (hash(x)=28970440)
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| 437 |
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417 train 7.646776 (lr=3.7092e-04) (hash(x)=27396089)
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418 train 7.689483 (lr=3.7048e-04) (hash(x)=21183513)
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419 train 7.668569 (lr=3.7005e-04) (hash(x)=23510110)
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420 train 7.877487 (lr=3.6961e-04) (hash(x)=28833467)
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421 train 7.720227 (lr=3.6917e-04) (hash(x)=23646926)
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422 train 7.660770 (lr=3.6872e-04) (hash(x)=24697272)
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423 train 7.455293 (lr=3.6828e-04) (hash(x)=20382963)
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424 train 7.469532 (lr=3.6782e-04) (hash(x)=23467595)
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425 train 7.679106 (lr=3.6737e-04) (hash(x)=24304768)
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426 train 7.589017 (lr=3.6692e-04) (hash(x)=21392328)
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427 train 7.641454 (lr=3.6646e-04) (hash(x)=25339466)
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428 train 7.565831 (lr=3.6599e-04) (hash(x)=22092542)
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| 449 |
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429 train 7.667256 (lr=3.6553e-04) (hash(x)=22088696)
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430 train 7.573459 (lr=3.6506e-04) (hash(x)=22184471)
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431 train 7.659507 (lr=3.6459e-04) (hash(x)=24489647)
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432 train 7.680092 (lr=3.6412e-04) (hash(x)=26794132)
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433 train 7.529958 (lr=3.6364e-04) (hash(x)=22940357)
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434 train 7.678494 (lr=3.6316e-04) (hash(x)=23719522)
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435 train 7.538326 (lr=3.6268e-04) (hash(x)=22927699)
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436 train 7.708934 (lr=3.6220e-04) (hash(x)=26068576)
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437 train 7.827714 (lr=3.6171e-04) (hash(x)=27631132)
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| 458 |
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438 train 7.717595 (lr=3.6122e-04) (hash(x)=26739991)
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| 459 |
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439 train 7.799654 (lr=3.6073e-04) (hash(x)=25128502)
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| 460 |
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440 train 7.828781 (lr=3.6023e-04) (hash(x)=25657260)
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| 461 |
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441 train 7.586043 (lr=3.5974e-04) (hash(x)=23576982)
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| 462 |
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442 train 7.782579 (lr=3.5924e-04) (hash(x)=27117886)
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| 463 |
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443 train 7.725891 (lr=3.5873e-04) (hash(x)=25808969)
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| 464 |
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444 train 7.613228 (lr=3.5823e-04) (hash(x)=24738238)
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| 465 |
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445 train 7.655702 (lr=3.5772e-04) (hash(x)=23429962)
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| 466 |
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446 train 7.873582 (lr=3.5721e-04) (hash(x)=25075165)
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| 467 |
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447 train 7.622217 (lr=3.5669e-04) (hash(x)=25231390)
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| 468 |
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448 train 7.461713 (lr=3.5618e-04) (hash(x)=22055054)
|
| 469 |
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449 train 7.683003 (lr=3.5566e-04) (hash(x)=25395441)
|
| 470 |
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450 val loss 7.6865
|
| 471 |
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450 val perplexity 2178.7461
|
| 472 |
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450 train 7.733472 (lr=3.5514e-04) (hash(x)=25863209)
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| 473 |
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451 train 7.400863 (lr=3.5461e-04) (hash(x)=21154388)
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| 474 |
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452 train 7.370954 (lr=3.5408e-04) (hash(x)=21600876)
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| 475 |
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453 train 7.508171 (lr=3.5355e-04) (hash(x)=24278611)
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| 476 |
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454 train 7.380705 (lr=3.5302e-04) (hash(x)=23221720)
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| 477 |
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455 train 7.594847 (lr=3.5249e-04) (hash(x)=22708977)
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| 478 |
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456 train 8.140361 (lr=3.5195e-04) (hash(x)=23637758)
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| 479 |
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457 train 7.927143 (lr=3.5141e-04) (hash(x)=28228490)
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| 480 |
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458 train 7.943452 (lr=3.5087e-04) (hash(x)=28638071)
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| 481 |
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459 train 7.833799 (lr=3.5032e-04) (hash(x)=27258353)
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| 482 |
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460 train 7.820802 (lr=3.4977e-04) (hash(x)=26604728)
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| 483 |
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461 train 7.667146 (lr=3.4922e-04) (hash(x)=23252199)
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| 484 |
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462 train 7.766150 (lr=3.4867e-04) (hash(x)=26441427)
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| 485 |
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463 train 7.480884 (lr=3.4812e-04) (hash(x)=24364920)
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| 486 |
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464 train 7.630258 (lr=3.4756e-04) (hash(x)=25623792)
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| 487 |
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465 train 7.541378 (lr=3.4700e-04) (hash(x)=23283905)
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| 488 |
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466 train 8.007805 (lr=3.4644e-04) (hash(x)=26025267)
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| 489 |
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467 train 7.767820 (lr=3.4587e-04) (hash(x)=27243972)
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| 490 |
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468 train 8.122204 (lr=3.4530e-04) (hash(x)=30449945)
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| 491 |
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469 train 7.768497 (lr=3.4473e-04) (hash(x)=28113043)
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| 492 |
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470 train 7.641873 (lr=3.4416e-04) (hash(x)=25182521)
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471 train 7.713246 (lr=3.4359e-04) (hash(x)=24932925)
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472 train 7.536747 (lr=3.4301e-04) (hash(x)=20353098)
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473 train 7.433877 (lr=3.4243e-04) (hash(x)=19001259)
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474 train 8.001169 (lr=3.4185e-04) (hash(x)=27585685)
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475 train 7.670650 (lr=3.4127e-04) (hash(x)=26371091)
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476 train 7.475910 (lr=3.4068e-04) (hash(x)=24891798)
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477 train 7.507851 (lr=3.4009e-04) (hash(x)=24258817)
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478 train 7.571007 (lr=3.3950e-04) (hash(x)=24330263)
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479 train 7.699295 (lr=3.3891e-04) (hash(x)=26913684)
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480 train 7.652080 (lr=3.3831e-04) (hash(x)=26338455)
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481 train 7.958058 (lr=3.3771e-04) (hash(x)=27753043)
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482 train 7.678844 (lr=3.3711e-04) (hash(x)=26123289)
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483 train 7.772736 (lr=3.3651e-04) (hash(x)=29239611)
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484 train 7.680997 (lr=3.3590e-04) (hash(x)=26553003)
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485 train 7.650609 (lr=3.3530e-04) (hash(x)=22984557)
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486 train 7.160617 (lr=3.3469e-04) (hash(x)=16947491)
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487 train 7.191340 (lr=3.3408e-04) (hash(x)=18017792)
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| 510 |
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488 train 7.321163 (lr=3.3346e-04) (hash(x)=19918608)
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| 511 |
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489 train 7.771875 (lr=3.3285e-04) (hash(x)=23374526)
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| 512 |
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490 train 7.628438 (lr=3.3223e-04) (hash(x)=25009505)
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| 513 |
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491 train 7.644535 (lr=3.3161e-04) (hash(x)=27574089)
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| 514 |
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492 train 7.747769 (lr=3.3099e-04) (hash(x)=24122664)
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| 515 |
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493 train 7.648665 (lr=3.3036e-04) (hash(x)=26154906)
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| 516 |
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494 train 7.569263 (lr=3.2973e-04) (hash(x)=25192767)
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| 517 |
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495 train 7.713017 (lr=3.2911e-04) (hash(x)=28613882)
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| 518 |
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496 train 7.629711 (lr=3.2847e-04) (hash(x)=23547219)
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| 519 |
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497 train 7.627475 (lr=3.2784e-04) (hash(x)=25272182)
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498 train 7.468216 (lr=3.2721e-04) (hash(x)=24992761)
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| 521 |
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499 train 7.762365 (lr=3.2657e-04) (hash(x)=26981914)
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| 522 |
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500 val loss 7.6332
|
| 523 |
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500 val perplexity 2065.6125
|
| 524 |
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500 train 7.552813 (lr=3.2593e-04) (hash(x)=22051933)
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| 525 |
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501 train 7.720116 (lr=3.2529e-04) (hash(x)=24232348)
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| 526 |
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502 train 7.708518 (lr=3.2464e-04) (hash(x)=23158331)
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503 train 7.524069 (lr=3.2400e-04) (hash(x)=22652243)
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504 train 7.596242 (lr=3.2335e-04) (hash(x)=23805602)
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505 train 7.887978 (lr=3.2270e-04) (hash(x)=25411991)
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506 train 7.169883 (lr=3.2205e-04) (hash(x)=18827215)
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| 531 |
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507 train 6.905998 (lr=3.2140e-04) (hash(x)=15446025)
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508 train 7.230747 (lr=3.2074e-04) (hash(x)=20516263)
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509 train 7.731800 (lr=3.2008e-04) (hash(x)=27846176)
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510 train 7.463365 (lr=3.1943e-04) (hash(x)=23342449)
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511 train 7.707950 (lr=3.1876e-04) (hash(x)=27194521)
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512 train 7.502069 (lr=3.1810e-04) (hash(x)=23008284)
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513 train 7.951359 (lr=3.1744e-04) (hash(x)=29430001)
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514 train 7.269432 (lr=3.1677e-04) (hash(x)=22579319)
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515 train 7.343285 (lr=3.1610e-04) (hash(x)=25264518)
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516 train 7.692428 (lr=3.1543e-04) (hash(x)=25359075)
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517 train 7.661928 (lr=3.1476e-04) (hash(x)=25568956)
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518 train 7.899338 (lr=3.1408e-04) (hash(x)=32004108)
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519 train 7.622131 (lr=3.1341e-04) (hash(x)=24936836)
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520 train 7.746236 (lr=3.1273e-04) (hash(x)=27263338)
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521 train 7.776847 (lr=3.1205e-04) (hash(x)=27452099)
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522 train 7.688045 (lr=3.1137e-04) (hash(x)=25965406)
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523 train 7.863934 (lr=3.1069e-04) (hash(x)=28197282)
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524 train 7.582237 (lr=3.1000e-04) (hash(x)=22466209)
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525 train 7.638658 (lr=3.0931e-04) (hash(x)=22931889)
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526 train 7.762384 (lr=3.0862e-04) (hash(x)=26903920)
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527 train 7.614944 (lr=3.0793e-04) (hash(x)=24765578)
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528 train 7.742456 (lr=3.0724e-04) (hash(x)=27811359)
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529 train 7.539230 (lr=3.0655e-04) (hash(x)=25078649)
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530 train 7.756212 (lr=3.0585e-04) (hash(x)=25572416)
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531 train 7.852325 (lr=3.0516e-04) (hash(x)=27448185)
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532 train 7.905980 (lr=3.0446e-04) (hash(x)=25923719)
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533 train 7.666679 (lr=3.0376e-04) (hash(x)=24804856)
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534 train 7.778291 (lr=3.0306e-04) (hash(x)=23207829)
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535 train 7.676983 (lr=3.0235e-04) (hash(x)=23107416)
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536 train 7.570381 (lr=3.0165e-04) (hash(x)=26739531)
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537 train 7.563313 (lr=3.0094e-04) (hash(x)=24960796)
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538 train 7.657387 (lr=3.0023e-04) (hash(x)=24667802)
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539 train 7.797616 (lr=2.9952e-04) (hash(x)=26755138)
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540 train 7.655032 (lr=2.9881e-04) (hash(x)=25537132)
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541 train 7.583833 (lr=2.9810e-04) (hash(x)=24542526)
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542 train 7.389100 (lr=2.9738e-04) (hash(x)=21296355)
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543 train 7.889041 (lr=2.9667e-04) (hash(x)=29314255)
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544 train 7.618531 (lr=2.9595e-04) (hash(x)=26001799)
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545 train 7.677786 (lr=2.9523e-04) (hash(x)=27347755)
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| 570 |
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546 train 7.670935 (lr=2.9451e-04) (hash(x)=25107798)
|
| 571 |
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547 train 7.477783 (lr=2.9379e-04) (hash(x)=22112669)
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| 572 |
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548 train 7.449146 (lr=2.9307e-04) (hash(x)=21897967)
|
| 573 |
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549 train 7.563628 (lr=2.9234e-04) (hash(x)=25161929)
|
| 574 |
+
550 val loss 7.6074
|
| 575 |
+
550 val perplexity 2012.9604
|
| 576 |
+
550 train 7.482878 (lr=2.9162e-04) (hash(x)=27465106)
|
| 577 |
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551 train 7.617856 (lr=2.9089e-04) (hash(x)=24013079)
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| 578 |
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552 train 7.533206 (lr=2.9016e-04) (hash(x)=23142015)
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| 579 |
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553 train 7.614569 (lr=2.8943e-04) (hash(x)=26768629)
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| 580 |
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554 train 7.650775 (lr=2.8870e-04) (hash(x)=26393383)
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| 581 |
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555 train 7.420618 (lr=2.8797e-04) (hash(x)=22537194)
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| 582 |
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556 train 7.702990 (lr=2.8723e-04) (hash(x)=24046036)
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| 583 |
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557 train 7.661326 (lr=2.8650e-04) (hash(x)=24974360)
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| 584 |
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558 train 7.928740 (lr=2.8576e-04) (hash(x)=28379928)
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| 585 |
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559 train 7.642494 (lr=2.8502e-04) (hash(x)=25322001)
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| 586 |
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560 train 7.759382 (lr=2.8428e-04) (hash(x)=26622031)
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561 train 7.457041 (lr=2.8354e-04) (hash(x)=20562247)
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562 train 7.800043 (lr=2.8280e-04) (hash(x)=27381885)
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| 589 |
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563 train 7.926505 (lr=2.8206e-04) (hash(x)=27028126)
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| 590 |
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564 train 7.738486 (lr=2.8132e-04) (hash(x)=28882928)
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| 591 |
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565 train 7.641026 (lr=2.8057e-04) (hash(x)=25666355)
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| 592 |
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566 train 7.742987 (lr=2.7982e-04) (hash(x)=24330810)
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| 593 |
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567 train 7.672560 (lr=2.7908e-04) (hash(x)=26690440)
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568 train 7.522315 (lr=2.7833e-04) (hash(x)=22923592)
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| 595 |
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569 train 7.640737 (lr=2.7758e-04) (hash(x)=27348418)
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570 train 7.679882 (lr=2.7683e-04) (hash(x)=28849848)
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| 597 |
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571 train 7.733823 (lr=2.7607e-04) (hash(x)=26967331)
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| 598 |
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572 train 7.468964 (lr=2.7532e-04) (hash(x)=22831467)
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| 599 |
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573 train 7.602956 (lr=2.7457e-04) (hash(x)=24765121)
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574 train 7.601668 (lr=2.7381e-04) (hash(x)=24331857)
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575 train 7.459981 (lr=2.7306e-04) (hash(x)=22598512)
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576 train 7.616667 (lr=2.7230e-04) (hash(x)=25149353)
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577 train 7.463432 (lr=2.7154e-04) (hash(x)=23725598)
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578 train 7.664311 (lr=2.7078e-04) (hash(x)=26449557)
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579 train 7.699889 (lr=2.7002e-04) (hash(x)=24697985)
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580 train 7.714749 (lr=2.6926e-04) (hash(x)=26923059)
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581 train 7.490506 (lr=2.6850e-04) (hash(x)=25201962)
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582 train 7.147884 (lr=2.6773e-04) (hash(x)=20931520)
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| 609 |
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583 train 7.239325 (lr=2.6697e-04) (hash(x)=18473911)
|
| 610 |
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584 train 7.415911 (lr=2.6620e-04) (hash(x)=21306267)
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| 611 |
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585 train 7.647130 (lr=2.6544e-04) (hash(x)=25982840)
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| 612 |
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586 train 7.526642 (lr=2.6467e-04) (hash(x)=25364874)
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| 613 |
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587 train 7.426514 (lr=2.6390e-04) (hash(x)=23172124)
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| 614 |
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588 train 7.753421 (lr=2.6314e-04) (hash(x)=27876897)
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| 615 |
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589 train 8.374115 (lr=2.6237e-04) (hash(x)=34646114)
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| 616 |
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590 train 8.658839 (lr=2.6160e-04) (hash(x)=35153576)
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| 617 |
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591 train 7.548964 (lr=2.6083e-04) (hash(x)=22322442)
|
| 618 |
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592 train 7.779138 (lr=2.6005e-04) (hash(x)=27907331)
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| 619 |
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593 train 7.685335 (lr=2.5928e-04) (hash(x)=26211794)
|
| 620 |
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594 train 7.863433 (lr=2.5851e-04) (hash(x)=29291512)
|
| 621 |
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595 train 8.115520 (lr=2.5773e-04) (hash(x)=29659121)
|
| 622 |
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596 train 7.971896 (lr=2.5696e-04) (hash(x)=29674399)
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| 623 |
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597 train 7.640299 (lr=2.5618e-04) (hash(x)=23538306)
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| 624 |
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598 train 7.740874 (lr=2.5541e-04) (hash(x)=21991524)
|
| 625 |
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599 train 7.670537 (lr=2.5463e-04) (hash(x)=26324153)
|
| 626 |
+
600 val loss 7.6318
|
| 627 |
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600 val perplexity 2062.6853
|
| 628 |
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600 train 7.635567 (lr=2.5385e-04) (hash(x)=23712082)
|
| 629 |
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601 train 7.690489 (lr=2.5307e-04) (hash(x)=24910403)
|
| 630 |
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602 train 7.612943 (lr=2.5230e-04) (hash(x)=26737205)
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| 631 |
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603 train 7.738811 (lr=2.5152e-04) (hash(x)=26939970)
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| 632 |
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604 train 7.610899 (lr=2.5074e-04) (hash(x)=27651943)
|
| 633 |
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605 train 7.906340 (lr=2.4996e-04) (hash(x)=27515446)
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| 634 |
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606 train 7.791934 (lr=2.4917e-04) (hash(x)=26753129)
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| 635 |
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607 train 7.473592 (lr=2.4839e-04) (hash(x)=23446058)
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| 636 |
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608 train 7.793958 (lr=2.4761e-04) (hash(x)=27587849)
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| 637 |
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609 train 7.673238 (lr=2.4683e-04) (hash(x)=25308253)
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| 638 |
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610 train 7.665001 (lr=2.4604e-04) (hash(x)=26615098)
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| 639 |
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611 train 7.721785 (lr=2.4526e-04) (hash(x)=29981801)
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| 640 |
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612 train 7.790768 (lr=2.4448e-04) (hash(x)=29592345)
|
| 641 |
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613 train 7.813720 (lr=2.4369e-04) (hash(x)=23470413)
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| 642 |
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614 train 7.725273 (lr=2.4291e-04) (hash(x)=24742370)
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| 643 |
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615 train 7.705728 (lr=2.4212e-04) (hash(x)=24843741)
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| 644 |
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616 train 7.591117 (lr=2.4133e-04) (hash(x)=25192548)
|
| 645 |
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617 train 7.704877 (lr=2.4055e-04) (hash(x)=27176996)
|
| 646 |
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618 train 7.530110 (lr=2.3976e-04) (hash(x)=23964552)
|
| 647 |
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619 train 7.521988 (lr=2.3897e-04) (hash(x)=22855363)
|
| 648 |
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620 train 7.482961 (lr=2.3818e-04) (hash(x)=26332996)
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| 649 |
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621 train 7.292532 (lr=2.3740e-04) (hash(x)=22960957)
|
| 650 |
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622 train 7.652774 (lr=2.3661e-04) (hash(x)=22752597)
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| 651 |
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623 train 7.524491 (lr=2.3582e-04) (hash(x)=23197102)
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| 652 |
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624 train 8.018651 (lr=2.3503e-04) (hash(x)=27383319)
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| 653 |
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625 train 7.603845 (lr=2.3424e-04) (hash(x)=26132276)
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626 train 7.502547 (lr=2.3345e-04) (hash(x)=19810497)
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| 655 |
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627 train 7.574701 (lr=2.3266e-04) (hash(x)=25704919)
|
| 656 |
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628 train 7.746508 (lr=2.3187e-04) (hash(x)=27174264)
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| 657 |
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629 train 7.846406 (lr=2.3108e-04) (hash(x)=22280814)
|
| 658 |
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630 train 8.588954 (lr=2.3029e-04) (hash(x)=24279448)
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| 659 |
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631 train 8.050984 (lr=2.2950e-04) (hash(x)=23054940)
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| 660 |
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632 train 8.167277 (lr=2.2871e-04) (hash(x)=23942400)
|
| 661 |
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633 train 8.409505 (lr=2.2792e-04) (hash(x)=24712416)
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| 662 |
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634 train 8.008598 (lr=2.2713e-04) (hash(x)=24564658)
|
| 663 |
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635 train 7.684293 (lr=2.2633e-04) (hash(x)=24909904)
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| 664 |
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636 train 7.805206 (lr=2.2554e-04) (hash(x)=23049534)
|
| 665 |
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637 train 7.833169 (lr=2.2475e-04) (hash(x)=24321591)
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| 666 |
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638 train 7.628246 (lr=2.2396e-04) (hash(x)=26153298)
|
| 667 |
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639 train 7.606736 (lr=2.2317e-04) (hash(x)=27140757)
|
| 668 |
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640 train 7.378213 (lr=2.2238e-04) (hash(x)=25115907)
|
| 669 |
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641 train 7.361232 (lr=2.2158e-04) (hash(x)=26563770)
|
| 670 |
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642 train 7.611556 (lr=2.2079e-04) (hash(x)=28089252)
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| 671 |
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643 train 7.471763 (lr=2.2000e-04) (hash(x)=25993110)
|
| 672 |
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644 train 7.484096 (lr=2.1921e-04) (hash(x)=25150008)
|
| 673 |
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645 train 7.747834 (lr=2.1842e-04) (hash(x)=28520222)
|
| 674 |
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646 train 7.399921 (lr=2.1762e-04) (hash(x)=21349943)
|
| 675 |
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647 train 7.451051 (lr=2.1683e-04) (hash(x)=25149419)
|
| 676 |
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648 train 7.687094 (lr=2.1604e-04) (hash(x)=25730641)
|
| 677 |
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649 train 7.807935 (lr=2.1525e-04) (hash(x)=26112813)
|
| 678 |
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650 val loss 7.5658
|
| 679 |
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650 val perplexity 1930.9489
|
| 680 |
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650 train 7.606884 (lr=2.1446e-04) (hash(x)=25907805)
|
| 681 |
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651 train 7.638460 (lr=2.1367e-04) (hash(x)=27623643)
|
| 682 |
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652 train 7.600853 (lr=2.1287e-04) (hash(x)=26484959)
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| 683 |
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653 train 7.646362 (lr=2.1208e-04) (hash(x)=29199854)
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| 684 |
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654 train 7.660801 (lr=2.1129e-04) (hash(x)=28369628)
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| 685 |
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655 train 7.521089 (lr=2.1050e-04) (hash(x)=24727764)
|
| 686 |
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656 train 7.274818 (lr=2.0971e-04) (hash(x)=22610673)
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| 687 |
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657 train 7.199239 (lr=2.0892e-04) (hash(x)=22667179)
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| 688 |
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658 train 7.021843 (lr=2.0813e-04) (hash(x)=18477300)
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| 689 |
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659 train 7.381120 (lr=2.0734e-04) (hash(x)=23155773)
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| 690 |
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660 train 7.180364 (lr=2.0655e-04) (hash(x)=19461032)
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| 691 |
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661 train 7.447155 (lr=2.0576e-04) (hash(x)=23453788)
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| 692 |
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662 train 7.589633 (lr=2.0497e-04) (hash(x)=24543466)
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| 693 |
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663 train 7.370703 (lr=2.0418e-04) (hash(x)=21935931)
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| 694 |
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664 train 7.216922 (lr=2.0339e-04) (hash(x)=19910292)
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| 695 |
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665 train 7.509130 (lr=2.0260e-04) (hash(x)=24481079)
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| 696 |
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666 train 7.194754 (lr=2.0182e-04) (hash(x)=18922411)
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| 697 |
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667 train 7.217264 (lr=2.0103e-04) (hash(x)=20054917)
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| 698 |
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668 train 7.460618 (lr=2.0024e-04) (hash(x)=24850470)
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| 699 |
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669 train 7.479710 (lr=1.9945e-04) (hash(x)=25907741)
|
| 700 |
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670 train 7.629954 (lr=1.9867e-04) (hash(x)=26873522)
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| 701 |
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671 train 7.661283 (lr=1.9788e-04) (hash(x)=27606073)
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672 train 7.786950 (lr=1.9709e-04) (hash(x)=26209645)
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| 703 |
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673 train 7.601289 (lr=1.9631e-04) (hash(x)=25202001)
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| 704 |
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674 train 7.660721 (lr=1.9552e-04) (hash(x)=25569462)
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675 train 7.631531 (lr=1.9474e-04) (hash(x)=26534487)
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676 train 7.635434 (lr=1.9396e-04) (hash(x)=26455057)
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677 train 7.517467 (lr=1.9317e-04) (hash(x)=24095850)
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| 708 |
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678 train 7.732952 (lr=1.9239e-04) (hash(x)=25287752)
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| 709 |
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679 train 7.239507 (lr=1.9161e-04) (hash(x)=22450341)
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| 710 |
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680 train 7.960056 (lr=1.9083e-04) (hash(x)=29004853)
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| 711 |
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681 train 7.638196 (lr=1.9004e-04) (hash(x)=27993763)
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682 train 7.478987 (lr=1.8926e-04) (hash(x)=26382658)
|
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683 train 7.607319 (lr=1.8848e-04) (hash(x)=25013073)
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| 714 |
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684 train 7.624572 (lr=1.8770e-04) (hash(x)=30595809)
|
| 715 |
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685 train 7.715837 (lr=1.8693e-04) (hash(x)=30934371)
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| 716 |
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686 train 8.308474 (lr=1.8615e-04) (hash(x)=33060834)
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687 train 7.586534 (lr=1.8537e-04) (hash(x)=25945859)
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| 718 |
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688 train 7.430475 (lr=1.8459e-04) (hash(x)=23375678)
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| 719 |
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689 train 7.474863 (lr=1.8382e-04) (hash(x)=25218689)
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| 720 |
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690 train 7.599796 (lr=1.8304e-04) (hash(x)=28127397)
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| 721 |
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691 train 7.497808 (lr=1.8227e-04) (hash(x)=24418091)
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| 722 |
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692 train 7.386284 (lr=1.8149e-04) (hash(x)=22761099)
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| 723 |
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693 train 7.410190 (lr=1.8072e-04) (hash(x)=24615466)
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| 724 |
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694 train 7.580059 (lr=1.7995e-04) (hash(x)=24699240)
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| 725 |
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695 train 7.470056 (lr=1.7917e-04) (hash(x)=21613707)
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| 726 |
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696 train 7.544530 (lr=1.7840e-04) (hash(x)=24977554)
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| 727 |
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697 train 7.487504 (lr=1.7763e-04) (hash(x)=24348175)
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| 728 |
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698 train 7.692122 (lr=1.7686e-04) (hash(x)=25102767)
|
| 729 |
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699 train 7.620491 (lr=1.7610e-04) (hash(x)=26386157)
|
| 730 |
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700 val loss 7.5246
|
| 731 |
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700 val perplexity 1853.1364
|
| 732 |
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700 train 7.543725 (lr=1.7533e-04) (hash(x)=26423460)
|
| 733 |
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701 train 7.480064 (lr=1.7456e-04) (hash(x)=25771047)
|
| 734 |
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702 train 7.555481 (lr=1.7380e-04) (hash(x)=26999875)
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| 735 |
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703 train 7.490953 (lr=1.7303e-04) (hash(x)=24396519)
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| 736 |
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704 train 7.495464 (lr=1.7227e-04) (hash(x)=22588122)
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| 737 |
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705 train 7.827551 (lr=1.7150e-04) (hash(x)=25142399)
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| 738 |
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706 train 7.535623 (lr=1.7074e-04) (hash(x)=20440214)
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| 739 |
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707 train 7.407912 (lr=1.6998e-04) (hash(x)=23265507)
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| 740 |
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708 train 7.518503 (lr=1.6922e-04) (hash(x)=24563470)
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| 741 |
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709 train 7.430501 (lr=1.6846e-04) (hash(x)=22514858)
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| 742 |
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710 train 7.748348 (lr=1.6770e-04) (hash(x)=26691212)
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| 743 |
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711 train 7.779922 (lr=1.6694e-04) (hash(x)=29138828)
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712 train 7.761325 (lr=1.6619e-04) (hash(x)=28028528)
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| 745 |
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713 train 7.682018 (lr=1.6543e-04) (hash(x)=20531210)
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714 train 7.491971 (lr=1.6468e-04) (hash(x)=25075352)
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| 747 |
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715 train 7.532562 (lr=1.6393e-04) (hash(x)=24265353)
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716 train 7.642853 (lr=1.6317e-04) (hash(x)=24635726)
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717 train 7.501414 (lr=1.6242e-04) (hash(x)=24999726)
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718 train 7.680169 (lr=1.6167e-04) (hash(x)=27412910)
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719 train 7.471292 (lr=1.6092e-04) (hash(x)=24685515)
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720 train 7.557440 (lr=1.6018e-04) (hash(x)=23780329)
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721 train 7.384611 (lr=1.5943e-04) (hash(x)=25071701)
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722 train 7.523477 (lr=1.5868e-04) (hash(x)=23767130)
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723 train 7.475683 (lr=1.5794e-04) (hash(x)=24876269)
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724 train 7.613349 (lr=1.5720e-04) (hash(x)=26405773)
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725 train 7.997049 (lr=1.5646e-04) (hash(x)=31733180)
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726 train 7.183338 (lr=1.5572e-04) (hash(x)=21337509)
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727 train 7.313069 (lr=1.5498e-04) (hash(x)=22825749)
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728 train 7.698401 (lr=1.5424e-04) (hash(x)=28638695)
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| 761 |
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729 train 7.562607 (lr=1.5350e-04) (hash(x)=26393943)
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730 train 7.731818 (lr=1.5277e-04) (hash(x)=27563583)
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| 763 |
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731 train 7.258891 (lr=1.5203e-04) (hash(x)=21239652)
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732 train 7.382724 (lr=1.5130e-04) (hash(x)=23986428)
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733 train 7.364917 (lr=1.5057e-04) (hash(x)=24943881)
|
| 766 |
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734 train 7.895998 (lr=1.4984e-04) (hash(x)=29691448)
|
| 767 |
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735 train 7.816323 (lr=1.4911e-04) (hash(x)=28767869)
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| 768 |
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736 train 7.495233 (lr=1.4838e-04) (hash(x)=23628188)
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737 train 7.791477 (lr=1.4766e-04) (hash(x)=29341482)
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738 train 7.649465 (lr=1.4693e-04) (hash(x)=30336570)
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739 train 7.582391 (lr=1.4621e-04) (hash(x)=25614301)
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740 train 7.445729 (lr=1.4549e-04) (hash(x)=24160500)
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741 train 7.624176 (lr=1.4477e-04) (hash(x)=26030058)
|
| 774 |
+
742 train 7.984622 (lr=1.4405e-04) (hash(x)=29243936)
|
| 775 |
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743 train 7.305840 (lr=1.4333e-04) (hash(x)=21159060)
|
| 776 |
+
744 train 7.427970 (lr=1.4262e-04) (hash(x)=23701853)
|
| 777 |
+
745 train 7.605230 (lr=1.4190e-04) (hash(x)=24629937)
|
| 778 |
+
746 train 7.512506 (lr=1.4119e-04) (hash(x)=25110108)
|
| 779 |
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747 train 7.578247 (lr=1.4048e-04) (hash(x)=26751788)
|
| 780 |
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748 train 7.615915 (lr=1.3977e-04) (hash(x)=26430427)
|
| 781 |
+
749 train 7.473232 (lr=1.3906e-04) (hash(x)=26012353)
|
| 782 |
+
750 val loss 7.5066
|
| 783 |
+
750 val perplexity 1820.0834
|
| 784 |
+
750 train 7.580135 (lr=1.3835e-04) (hash(x)=22735910)
|
| 785 |
+
751 train 7.406583 (lr=1.3765e-04) (hash(x)=25045397)
|
| 786 |
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752 train 7.106474 (lr=1.3694e-04) (hash(x)=21554427)
|
| 787 |
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753 train 7.224483 (lr=1.3624e-04) (hash(x)=23751143)
|
| 788 |
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754 train 7.987680 (lr=1.3554e-04) (hash(x)=28602273)
|
| 789 |
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755 train 8.035553 (lr=1.3484e-04) (hash(x)=29989709)
|
| 790 |
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756 train 7.432967 (lr=1.3415e-04) (hash(x)=22331648)
|
| 791 |
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757 train 7.845795 (lr=1.3345e-04) (hash(x)=31017246)
|
| 792 |
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758 train 7.792151 (lr=1.3276e-04) (hash(x)=29709045)
|
| 793 |
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759 train 7.839722 (lr=1.3207e-04) (hash(x)=25560928)
|
| 794 |
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760 train 7.504821 (lr=1.3138e-04) (hash(x)=25075464)
|
| 795 |
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761 train 7.616666 (lr=1.3069e-04) (hash(x)=27352253)
|
| 796 |
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762 train 7.819825 (lr=1.3000e-04) (hash(x)=28187891)
|
| 797 |
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763 train 7.661468 (lr=1.2931e-04) (hash(x)=26062687)
|
| 798 |
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764 train 7.653458 (lr=1.2863e-04) (hash(x)=27427811)
|
| 799 |
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765 train 7.739742 (lr=1.2795e-04) (hash(x)=27614522)
|
| 800 |
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766 train 7.502387 (lr=1.2727e-04) (hash(x)=26129544)
|
| 801 |
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767 train 8.022285 (lr=1.2659e-04) (hash(x)=28959222)
|
| 802 |
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768 train 7.644228 (lr=1.2592e-04) (hash(x)=26860067)
|
| 803 |
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769 train 7.393959 (lr=1.2524e-04) (hash(x)=25122598)
|
| 804 |
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770 train 7.465302 (lr=1.2457e-04) (hash(x)=25245030)
|
| 805 |
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771 train 7.480988 (lr=1.2390e-04) (hash(x)=25434884)
|
| 806 |
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772 train 7.569217 (lr=1.2323e-04) (hash(x)=27732790)
|
| 807 |
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773 train 7.580595 (lr=1.2256e-04) (hash(x)=27824438)
|
| 808 |
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774 train 7.708383 (lr=1.2190e-04) (hash(x)=27201953)
|
| 809 |
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775 train 7.435576 (lr=1.2124e-04) (hash(x)=21248405)
|
| 810 |
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776 train 7.218540 (lr=1.2057e-04) (hash(x)=22805934)
|
| 811 |
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777 train 7.516550 (lr=1.1992e-04) (hash(x)=26482588)
|
| 812 |
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778 train 7.531166 (lr=1.1926e-04) (hash(x)=24153691)
|
| 813 |
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779 train 7.662698 (lr=1.1860e-04) (hash(x)=25044192)
|
| 814 |
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780 train 7.615449 (lr=1.1795e-04) (hash(x)=25910078)
|
| 815 |
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781 train 7.603136 (lr=1.1730e-04) (hash(x)=28645524)
|
| 816 |
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782 train 7.444355 (lr=1.1665e-04) (hash(x)=24368498)
|
| 817 |
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783 train 7.523260 (lr=1.1600e-04) (hash(x)=25830182)
|
| 818 |
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784 train 7.632308 (lr=1.1536e-04) (hash(x)=29181807)
|
| 819 |
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785 train 7.542404 (lr=1.1471e-04) (hash(x)=25585137)
|
| 820 |
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786 train 7.475906 (lr=1.1407e-04) (hash(x)=24798246)
|
| 821 |
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787 train 7.553417 (lr=1.1343e-04) (hash(x)=26621419)
|
| 822 |
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788 train 7.155941 (lr=1.1279e-04) (hash(x)=21446891)
|
| 823 |
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789 train 7.117670 (lr=1.1216e-04) (hash(x)=22165286)
|
| 824 |
+
790 train 7.304485 (lr=1.1153e-04) (hash(x)=23477219)
|
| 825 |
+
791 train 7.597849 (lr=1.1089e-04) (hash(x)=25173113)
|
| 826 |
+
792 train 7.474068 (lr=1.1027e-04) (hash(x)=25853788)
|
| 827 |
+
793 train 7.565894 (lr=1.0964e-04) (hash(x)=27267091)
|
| 828 |
+
794 train 7.419462 (lr=1.0901e-04) (hash(x)=23743694)
|
| 829 |
+
795 train 7.403450 (lr=1.0839e-04) (hash(x)=24400133)
|
| 830 |
+
796 train 7.482179 (lr=1.0777e-04) (hash(x)=23663639)
|
| 831 |
+
797 train 7.364186 (lr=1.0715e-04) (hash(x)=23103223)
|
| 832 |
+
798 train 7.858798 (lr=1.0654e-04) (hash(x)=28748411)
|
| 833 |
+
799 train 7.178535 (lr=1.0592e-04) (hash(x)=23486277)
|
| 834 |
+
800 val loss 7.4713
|
| 835 |
+
800 val perplexity 1756.9087
|
| 836 |
+
800 train 7.427179 (lr=1.0531e-04) (hash(x)=25678518)
|
| 837 |
+
801 train 7.394596 (lr=1.0470e-04) (hash(x)=23421286)
|
| 838 |
+
802 train 7.532321 (lr=1.0410e-04) (hash(x)=26054104)
|
| 839 |
+
803 train 7.542554 (lr=1.0349e-04) (hash(x)=25978130)
|
| 840 |
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804 train 7.575222 (lr=1.0289e-04) (hash(x)=26006525)
|
| 841 |
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805 train 7.505678 (lr=1.0229e-04) (hash(x)=25769432)
|
| 842 |
+
806 train 7.323430 (lr=1.0169e-04) (hash(x)=22430795)
|
| 843 |
+
807 train 7.711505 (lr=1.0109e-04) (hash(x)=28916006)
|
| 844 |
+
808 train 7.501318 (lr=1.0050e-04) (hash(x)=25166800)
|
| 845 |
+
809 train 7.617902 (lr=9.9910e-05) (hash(x)=24226056)
|
| 846 |
+
810 train 7.459242 (lr=9.9321e-05) (hash(x)=25057934)
|
| 847 |
+
811 train 8.260686 (lr=9.8735e-05) (hash(x)=33195100)
|
| 848 |
+
812 train 7.630991 (lr=9.8151e-05) (hash(x)=26312888)
|
| 849 |
+
813 train 7.792807 (lr=9.7569e-05) (hash(x)=27730410)
|
| 850 |
+
814 train 7.666480 (lr=9.6990e-05) (hash(x)=27372474)
|
| 851 |
+
815 train 7.497070 (lr=9.6413e-05) (hash(x)=25556929)
|
| 852 |
+
816 train 7.600433 (lr=9.5838e-05) (hash(x)=26909985)
|
| 853 |
+
817 train 7.441005 (lr=9.5266e-05) (hash(x)=25991247)
|
| 854 |
+
818 train 7.606810 (lr=9.4696e-05) (hash(x)=27438141)
|
| 855 |
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819 train 7.754126 (lr=9.4129e-05) (hash(x)=29536986)
|
| 856 |
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820 train 7.493300 (lr=9.3564e-05) (hash(x)=24478391)
|
| 857 |
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821 train 7.464437 (lr=9.3001e-05) (hash(x)=26125216)
|
| 858 |
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822 train 7.499551 (lr=9.2441e-05) (hash(x)=26422130)
|
| 859 |
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823 train 7.689269 (lr=9.1884e-05) (hash(x)=29648798)
|
| 860 |
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824 train 7.373250 (lr=9.1328e-05) (hash(x)=21247770)
|
| 861 |
+
825 train 7.509620 (lr=9.0776e-05) (hash(x)=23195388)
|
| 862 |
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826 train 7.449591 (lr=9.0226e-05) (hash(x)=25796725)
|
| 863 |
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827 train 7.513509 (lr=8.9678e-05) (hash(x)=23124767)
|
| 864 |
+
828 train 7.521177 (lr=8.9133e-05) (hash(x)=25233464)
|
| 865 |
+
829 train 7.514431 (lr=8.8591e-05) (hash(x)=25713275)
|
| 866 |
+
830 train 7.462730 (lr=8.8051e-05) (hash(x)=25550167)
|
| 867 |
+
831 train 7.367322 (lr=8.7513e-05) (hash(x)=24976217)
|
| 868 |
+
832 train 7.675774 (lr=8.6978e-05) (hash(x)=28536827)
|
| 869 |
+
833 train 7.570114 (lr=8.6446e-05) (hash(x)=27500801)
|
| 870 |
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834 train 7.392635 (lr=8.5916e-05) (hash(x)=25545765)
|
| 871 |
+
835 train 7.394947 (lr=8.5389e-05) (hash(x)=23632825)
|
| 872 |
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836 train 7.436456 (lr=8.4865e-05) (hash(x)=25708009)
|
| 873 |
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837 train 7.495131 (lr=8.4343e-05) (hash(x)=24456276)
|
| 874 |
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838 train 7.611032 (lr=8.3824e-05) (hash(x)=29189855)
|
| 875 |
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839 train 7.839775 (lr=8.3307e-05) (hash(x)=31019606)
|
| 876 |
+
840 train 7.711384 (lr=8.2793e-05) (hash(x)=26328013)
|
| 877 |
+
841 train 7.619121 (lr=8.2282e-05) (hash(x)=25027904)
|
| 878 |
+
842 train 7.417558 (lr=8.1773e-05) (hash(x)=23734189)
|
| 879 |
+
843 train 7.645135 (lr=8.1267e-05) (hash(x)=28236580)
|
| 880 |
+
844 train 7.446213 (lr=8.0764e-05) (hash(x)=26509780)
|
| 881 |
+
845 train 7.523695 (lr=8.0263e-05) (hash(x)=25386473)
|
| 882 |
+
846 train 7.477362 (lr=7.9765e-05) (hash(x)=24052671)
|
| 883 |
+
847 train 7.678062 (lr=7.9270e-05) (hash(x)=28269421)
|
| 884 |
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848 train 7.121700 (lr=7.8778e-05) (hash(x)=22251724)
|
| 885 |
+
849 train 7.359891 (lr=7.8288e-05) (hash(x)=24308447)
|
| 886 |
+
850 val loss 7.4623
|
| 887 |
+
850 val perplexity 1741.1320
|
| 888 |
+
850 train 7.324823 (lr=7.7801e-05) (hash(x)=24242830)
|
| 889 |
+
851 train 7.524683 (lr=7.7317e-05) (hash(x)=25563279)
|
| 890 |
+
852 train 7.550127 (lr=7.6836e-05) (hash(x)=26354481)
|
| 891 |
+
853 train 7.668492 (lr=7.6357e-05) (hash(x)=26152637)
|
| 892 |
+
854 train 7.713246 (lr=7.5881e-05) (hash(x)=28051025)
|
| 893 |
+
855 train 7.527201 (lr=7.5408e-05) (hash(x)=24865358)
|
| 894 |
+
856 train 7.390286 (lr=7.4938e-05) (hash(x)=24288911)
|
| 895 |
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857 train 7.257581 (lr=7.4470e-05) (hash(x)=22230964)
|
| 896 |
+
858 train 7.191998 (lr=7.4005e-05) (hash(x)=21303832)
|
| 897 |
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859 train 7.339108 (lr=7.3544e-05) (hash(x)=22155546)
|
| 898 |
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860 train 7.463250 (lr=7.3085e-05) (hash(x)=25296428)
|
| 899 |
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861 train 7.611850 (lr=7.2628e-05) (hash(x)=29142319)
|
| 900 |
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862 train 7.468327 (lr=7.2175e-05) (hash(x)=25545430)
|
| 901 |
+
863 train 7.264093 (lr=7.1725e-05) (hash(x)=26984272)
|
| 902 |
+
864 train 7.451824 (lr=7.1277e-05) (hash(x)=25429005)
|
| 903 |
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865 train 7.520978 (lr=7.0832e-05) (hash(x)=27077032)
|
| 904 |
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866 train 7.526020 (lr=7.0390e-05) (hash(x)=26494424)
|
| 905 |
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867 train 7.552418 (lr=6.9952e-05) (hash(x)=23193673)
|
| 906 |
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868 train 7.521654 (lr=6.9516e-05) (hash(x)=25075134)
|
| 907 |
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869 train 7.552069 (lr=6.9082e-05) (hash(x)=27112558)
|
| 908 |
+
870 train 7.709271 (lr=6.8652e-05) (hash(x)=27436608)
|
| 909 |
+
871 train 7.417000 (lr=6.8225e-05) (hash(x)=24544116)
|
| 910 |
+
872 train 7.785616 (lr=6.7801e-05) (hash(x)=31632686)
|
| 911 |
+
873 train 7.438150 (lr=6.7379e-05) (hash(x)=25890184)
|
| 912 |
+
874 train 7.572937 (lr=6.6961e-05) (hash(x)=22887555)
|
| 913 |
+
875 train 7.402617 (lr=6.6545e-05) (hash(x)=24547533)
|
| 914 |
+
876 train 7.542262 (lr=6.6133e-05) (hash(x)=26553496)
|
| 915 |
+
877 train 7.633232 (lr=6.5723e-05) (hash(x)=27467688)
|
| 916 |
+
878 train 7.399890 (lr=6.5317e-05) (hash(x)=24766934)
|
| 917 |
+
879 train 7.308873 (lr=6.4913e-05) (hash(x)=22059850)
|
| 918 |
+
880 train 7.652802 (lr=6.4513e-05) (hash(x)=22871702)
|
| 919 |
+
881 train 7.507041 (lr=6.4115e-05) (hash(x)=23893130)
|
| 920 |
+
882 train 7.527823 (lr=6.3721e-05) (hash(x)=25125691)
|
| 921 |
+
883 train 7.492677 (lr=6.3329e-05) (hash(x)=25994573)
|
| 922 |
+
884 train 7.534267 (lr=6.2941e-05) (hash(x)=26076345)
|
| 923 |
+
885 train 7.459936 (lr=6.2556e-05) (hash(x)=26577783)
|
| 924 |
+
886 train 7.560666 (lr=6.2173e-05) (hash(x)=27395225)
|
| 925 |
+
887 train 7.392650 (lr=6.1794e-05) (hash(x)=23926632)
|
| 926 |
+
888 train 7.257697 (lr=6.1418e-05) (hash(x)=21737239)
|
| 927 |
+
889 train 7.556491 (lr=6.1045e-05) (hash(x)=23574207)
|
| 928 |
+
890 train 7.227996 (lr=6.0675e-05) (hash(x)=24365231)
|
| 929 |
+
891 train 7.412708 (lr=6.0308e-05) (hash(x)=27111369)
|
| 930 |
+
892 train 7.669170 (lr=5.9944e-05) (hash(x)=27290015)
|
| 931 |
+
893 train 7.448936 (lr=5.9583e-05) (hash(x)=23979820)
|
| 932 |
+
894 train 7.539602 (lr=5.9225e-05) (hash(x)=26450121)
|
| 933 |
+
895 train 7.453219 (lr=5.8871e-05) (hash(x)=27025333)
|
| 934 |
+
896 train 7.424850 (lr=5.8519e-05) (hash(x)=23624605)
|
| 935 |
+
897 train 7.276289 (lr=5.8171e-05) (hash(x)=22846386)
|
| 936 |
+
898 train 7.316283 (lr=5.7826e-05) (hash(x)=22970561)
|
| 937 |
+
899 train 7.169788 (lr=5.7484e-05) (hash(x)=16908068)
|
| 938 |
+
900 val loss 7.4430
|
| 939 |
+
900 val perplexity 1707.7836
|
| 940 |
+
900 train 7.380563 (lr=5.7145e-05) (hash(x)=24661446)
|
| 941 |
+
901 train 7.535089 (lr=5.6809e-05) (hash(x)=25664727)
|
| 942 |
+
902 train 7.496626 (lr=5.6476e-05) (hash(x)=25667011)
|
| 943 |
+
903 train 7.558334 (lr=5.6147e-05) (hash(x)=29120407)
|
| 944 |
+
904 train 7.619312 (lr=5.5821e-05) (hash(x)=23385735)
|
| 945 |
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905 train 7.658131 (lr=5.5497e-05) (hash(x)=25564213)
|
| 946 |
+
906 train 7.669969 (lr=5.5178e-05) (hash(x)=25413898)
|
| 947 |
+
907 train 7.626058 (lr=5.4861e-05) (hash(x)=27092710)
|
| 948 |
+
908 train 7.429039 (lr=5.4547e-05) (hash(x)=25789923)
|
| 949 |
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909 train 7.532323 (lr=5.4237e-05) (hash(x)=28533197)
|
| 950 |
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910 train 7.360776 (lr=5.3930e-05) (hash(x)=22982996)
|
| 951 |
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911 train 7.461704 (lr=5.3626e-05) (hash(x)=23827393)
|
| 952 |
+
912 train 7.048573 (lr=5.3325e-05) (hash(x)=21242640)
|
| 953 |
+
913 train 7.465303 (lr=5.3028e-05) (hash(x)=24154233)
|
| 954 |
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914 train 7.468999 (lr=5.2734e-05) (hash(x)=24331967)
|
| 955 |
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915 train 7.712711 (lr=5.2443e-05) (hash(x)=32812727)
|
| 956 |
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916 train 7.366163 (lr=5.2155e-05) (hash(x)=23572994)
|
| 957 |
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917 train 7.410667 (lr=5.1871e-05) (hash(x)=26305435)
|
| 958 |
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918 train 7.441031 (lr=5.1589e-05) (hash(x)=26268355)
|
| 959 |
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919 train 7.627819 (lr=5.1311e-05) (hash(x)=27230027)
|
| 960 |
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920 train 7.399662 (lr=5.1037e-05) (hash(x)=23885377)
|
| 961 |
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921 train 7.359638 (lr=5.0765e-05) (hash(x)=23532437)
|
| 962 |
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922 train 7.437222 (lr=5.0497e-05) (hash(x)=25577034)
|
| 963 |
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923 train 7.585698 (lr=5.0232e-05) (hash(x)=25703381)
|
| 964 |
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924 train 7.568883 (lr=4.9971e-05) (hash(x)=27113866)
|
| 965 |
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925 train 7.409882 (lr=4.9712e-05) (hash(x)=26961429)
|
| 966 |
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926 train 7.213144 (lr=4.9457e-05) (hash(x)=21355372)
|
| 967 |
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927 train 7.361459 (lr=4.9206e-05) (hash(x)=24968260)
|
| 968 |
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928 train 7.340534 (lr=4.8957e-05) (hash(x)=25357517)
|
| 969 |
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929 train 7.432979 (lr=4.8712e-05) (hash(x)=24854265)
|
| 970 |
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930 train 7.228682 (lr=4.8470e-05) (hash(x)=21102770)
|
| 971 |
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931 train 7.519708 (lr=4.8232e-05) (hash(x)=25676468)
|
| 972 |
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932 train 7.398635 (lr=4.7997e-05) (hash(x)=22809869)
|
| 973 |
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933 train 7.513713 (lr=4.7765e-05) (hash(x)=25503865)
|
| 974 |
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934 train 7.381870 (lr=4.7537e-05) (hash(x)=24853995)
|
| 975 |
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935 train 7.580278 (lr=4.7312e-05) (hash(x)=27544803)
|
| 976 |
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936 train 7.614295 (lr=4.7090e-05) (hash(x)=25981933)
|
| 977 |
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937 train 7.307379 (lr=4.6871e-05) (hash(x)=24658683)
|
| 978 |
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938 train 7.527739 (lr=4.6656e-05) (hash(x)=23855201)
|
| 979 |
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939 train 7.433908 (lr=4.6445e-05) (hash(x)=24331407)
|
| 980 |
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940 train 7.641080 (lr=4.6236e-05) (hash(x)=29265551)
|
| 981 |
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941 train 7.324793 (lr=4.6031e-05) (hash(x)=21892556)
|
| 982 |
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942 train 7.339611 (lr=4.5830e-05) (hash(x)=27183405)
|
| 983 |
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943 train 7.310318 (lr=4.5631e-05) (hash(x)=26540663)
|
| 984 |
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944 train 7.273851 (lr=4.5437e-05) (hash(x)=25718393)
|
| 985 |
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945 train 7.509436 (lr=4.5245e-05) (hash(x)=26819462)
|
| 986 |
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946 train 7.484136 (lr=4.5057e-05) (hash(x)=27427540)
|
| 987 |
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947 train 7.458839 (lr=4.4872e-05) (hash(x)=25532657)
|
| 988 |
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948 train 7.666618 (lr=4.4691e-05) (hash(x)=27641372)
|
| 989 |
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949 train 7.439123 (lr=4.4513e-05) (hash(x)=26515570)
|
| 990 |
+
950 val loss 7.4335
|
| 991 |
+
950 val perplexity 1691.6606
|
| 992 |
+
950 train 7.620336 (lr=4.4338e-05) (hash(x)=26911957)
|
| 993 |
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951 train 7.764505 (lr=4.4167e-05) (hash(x)=25856625)
|
| 994 |
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952 train 7.314861 (lr=4.4000e-05) (hash(x)=25219129)
|
| 995 |
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953 train 7.281584 (lr=4.3835e-05) (hash(x)=25260471)
|
| 996 |
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954 train 7.673806 (lr=4.3674e-05) (hash(x)=29373370)
|
| 997 |
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955 train 7.227283 (lr=4.3517e-05) (hash(x)=23437426)
|
| 998 |
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956 train 7.533296 (lr=4.3363e-05) (hash(x)=23769521)
|
| 999 |
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957 train 7.549512 (lr=4.3212e-05) (hash(x)=25961833)
|
| 1000 |
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958 train 7.280580 (lr=4.3065e-05) (hash(x)=23582666)
|
| 1001 |
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959 train 7.372135 (lr=4.2921e-05) (hash(x)=23164356)
|
| 1002 |
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960 train 7.335988 (lr=4.2781e-05) (hash(x)=24443114)
|
| 1003 |
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961 train 7.428780 (lr=4.2644e-05) (hash(x)=25052665)
|
| 1004 |
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962 train 7.527150 (lr=4.2510e-05) (hash(x)=27802272)
|
| 1005 |
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963 train 7.393819 (lr=4.2380e-05) (hash(x)=25957896)
|
| 1006 |
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964 train 7.411240 (lr=4.2253e-05) (hash(x)=26737251)
|
| 1007 |
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965 train 7.556139 (lr=4.2130e-05) (hash(x)=24723263)
|
| 1008 |
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966 train 7.500630 (lr=4.2010e-05) (hash(x)=24707011)
|
| 1009 |
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967 train 7.463414 (lr=4.1894e-05) (hash(x)=25646282)
|
| 1010 |
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968 train 7.518849 (lr=4.1781e-05) (hash(x)=27544665)
|
| 1011 |
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969 train 7.421739 (lr=4.1672e-05) (hash(x)=25851993)
|
| 1012 |
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970 train 7.724885 (lr=4.1566e-05) (hash(x)=29059700)
|
| 1013 |
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971 train 7.420932 (lr=4.1463e-05) (hash(x)=21513584)
|
| 1014 |
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972 train 7.192557 (lr=4.1364e-05) (hash(x)=23151267)
|
| 1015 |
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973 train 7.450660 (lr=4.1269e-05) (hash(x)=26017176)
|
| 1016 |
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974 train 7.537882 (lr=4.1177e-05) (hash(x)=26979518)
|
| 1017 |
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975 train 7.468009 (lr=4.1088e-05) (hash(x)=23843233)
|
| 1018 |
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976 train 7.650197 (lr=4.1003e-05) (hash(x)=24193010)
|
| 1019 |
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977 train 7.354966 (lr=4.0921e-05) (hash(x)=21476847)
|
| 1020 |
+
978 train 7.254924 (lr=4.0843e-05) (hash(x)=21366504)
|
| 1021 |
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979 train 7.323423 (lr=4.0768e-05) (hash(x)=23226697)
|
| 1022 |
+
980 train 7.145752 (lr=4.0697e-05) (hash(x)=19961773)
|
| 1023 |
+
981 train 7.038109 (lr=4.0629e-05) (hash(x)=19772969)
|
| 1024 |
+
982 train 7.315346 (lr=4.0564e-05) (hash(x)=23110142)
|
| 1025 |
+
983 train 7.546760 (lr=4.0503e-05) (hash(x)=24506028)
|
| 1026 |
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984 train 7.554185 (lr=4.0446e-05) (hash(x)=25480731)
|
| 1027 |
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985 train 7.365884 (lr=4.0392e-05) (hash(x)=21077417)
|
| 1028 |
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986 train 7.351929 (lr=4.0341e-05) (hash(x)=23686713)
|
| 1029 |
+
987 train 7.424734 (lr=4.0294e-05) (hash(x)=26024321)
|
| 1030 |
+
988 train 7.535515 (lr=4.0251e-05) (hash(x)=27424109)
|
| 1031 |
+
989 train 7.626081 (lr=4.0211e-05) (hash(x)=27786174)
|
| 1032 |
+
990 train 7.419867 (lr=4.0174e-05) (hash(x)=25232502)
|
| 1033 |
+
991 train 7.392072 (lr=4.0141e-05) (hash(x)=22781277)
|
| 1034 |
+
992 train 7.467430 (lr=4.0112e-05) (hash(x)=26184527)
|
| 1035 |
+
993 train 7.494178 (lr=4.0085e-05) (hash(x)=24459895)
|
| 1036 |
+
994 train 7.457307 (lr=4.0063e-05) (hash(x)=25244624)
|
| 1037 |
+
995 train 7.551075 (lr=4.0044e-05) (hash(x)=24451843)
|
| 1038 |
+
996 train 7.546313 (lr=4.0028e-05) (hash(x)=22129897)
|
| 1039 |
+
997 train 7.352875 (lr=4.0016e-05) (hash(x)=21116390)
|
| 1040 |
+
998 train 7.159772 (lr=4.0007e-05) (hash(x)=20650070)
|
| 1041 |
+
999 val loss 7.4237
|
| 1042 |
+
999 val perplexity 1675.1754
|
| 1043 |
+
999 train 7.530208 (lr=4.0002e-05) (hash(x)=24948650)
|
lr4e-4_total_batch_size5120_seq_len512/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aca1b6204bddf1a639e2316e05ab3ff82ebb9a6050a7ff11dc050cc48f784493
|
| 3 |
+
size 48156226
|
lr4e-4_total_batch_size5120_seq_len512/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a7954d66c7be52d5c1f802ea6c8c904f76102feb5547b2261ee7ac813b366bde
|
| 3 |
+
size 71157574
|