Upload folder using huggingface_hub
Browse files- lr4e-4_total_batch_size5120_seq_len128/args.json +1 -0
- lr4e-4_total_batch_size5120_seq_len128/dataloader_00999.pt +3 -0
- lr4e-4_total_batch_size5120_seq_len128/log2.txt +1043 -0
- lr4e-4_total_batch_size5120_seq_len128/model_00999.pt +3 -0
- lr4e-4_total_batch_size5120_seq_len128/optimizer_00999.pt +3 -0
lr4e-4_total_batch_size5120_seq_len128/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep_2/lr4e-4_total_batch_size5120_seq_len128", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 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_len128/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_len128/log2.txt
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| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.6870
|
| 3 |
+
0 val perplexity 119016.5000
|
| 4 |
+
0 train 11.683437 (lr=1.3986e-06) (hash(x)=6154740)
|
| 5 |
+
1 train 11.714834 (lr=2.7972e-06) (hash(x)=6605789)
|
| 6 |
+
2 train 11.724317 (lr=4.1958e-06) (hash(x)=6696707)
|
| 7 |
+
3 train 11.702266 (lr=5.5944e-06) (hash(x)=5113283)
|
| 8 |
+
4 train 11.619727 (lr=6.9930e-06) (hash(x)=5607069)
|
| 9 |
+
5 train 11.654514 (lr=8.3916e-06) (hash(x)=7007748)
|
| 10 |
+
6 train 11.585394 (lr=9.7902e-06) (hash(x)=7643299)
|
| 11 |
+
7 train 11.596355 (lr=1.1189e-05) (hash(x)=5534142)
|
| 12 |
+
8 train 11.551446 (lr=1.2587e-05) (hash(x)=6539293)
|
| 13 |
+
9 train 11.563625 (lr=1.3986e-05) (hash(x)=5974274)
|
| 14 |
+
10 train 11.548813 (lr=1.5385e-05) (hash(x)=7199085)
|
| 15 |
+
11 train 11.482031 (lr=1.6783e-05) (hash(x)=6763231)
|
| 16 |
+
12 train 11.380842 (lr=1.8182e-05) (hash(x)=6720398)
|
| 17 |
+
13 train 11.360128 (lr=1.9580e-05) (hash(x)=6706513)
|
| 18 |
+
14 train 11.364397 (lr=2.0979e-05) (hash(x)=5727925)
|
| 19 |
+
15 train 11.290984 (lr=2.2378e-05) (hash(x)=6328012)
|
| 20 |
+
16 train 11.216109 (lr=2.3776e-05) (hash(x)=5812722)
|
| 21 |
+
17 train 11.163255 (lr=2.5175e-05) (hash(x)=6183012)
|
| 22 |
+
18 train 11.194344 (lr=2.6573e-05) (hash(x)=5952539)
|
| 23 |
+
19 train 11.130493 (lr=2.7972e-05) (hash(x)=7052161)
|
| 24 |
+
20 train 10.930115 (lr=2.9371e-05) (hash(x)=5810871)
|
| 25 |
+
21 train 10.979438 (lr=3.0769e-05) (hash(x)=6586466)
|
| 26 |
+
22 train 10.851637 (lr=3.2168e-05) (hash(x)=5061781)
|
| 27 |
+
23 train 10.863820 (lr=3.3566e-05) (hash(x)=5556098)
|
| 28 |
+
24 train 10.915709 (lr=3.4965e-05) (hash(x)=7268535)
|
| 29 |
+
25 train 10.771225 (lr=3.6364e-05) (hash(x)=8155572)
|
| 30 |
+
26 train 10.657117 (lr=3.7762e-05) (hash(x)=5019590)
|
| 31 |
+
27 train 10.572108 (lr=3.9161e-05) (hash(x)=4696943)
|
| 32 |
+
28 train 10.519890 (lr=4.0559e-05) (hash(x)=5984010)
|
| 33 |
+
29 train 10.677322 (lr=4.1958e-05) (hash(x)=7649389)
|
| 34 |
+
30 train 10.422065 (lr=4.3357e-05) (hash(x)=6332817)
|
| 35 |
+
31 train 10.346922 (lr=4.4755e-05) (hash(x)=6219138)
|
| 36 |
+
32 train 10.494532 (lr=4.6154e-05) (hash(x)=6895681)
|
| 37 |
+
33 train 10.375053 (lr=4.7552e-05) (hash(x)=7075794)
|
| 38 |
+
34 train 10.271528 (lr=4.8951e-05) (hash(x)=5024163)
|
| 39 |
+
35 train 10.334936 (lr=5.0350e-05) (hash(x)=6049878)
|
| 40 |
+
36 train 10.403502 (lr=5.1748e-05) (hash(x)=4774943)
|
| 41 |
+
37 train 10.398000 (lr=5.3147e-05) (hash(x)=6385927)
|
| 42 |
+
38 train 10.220635 (lr=5.4545e-05) (hash(x)=5070217)
|
| 43 |
+
39 train 10.221786 (lr=5.5944e-05) (hash(x)=5491972)
|
| 44 |
+
40 train 10.286844 (lr=5.7343e-05) (hash(x)=5695751)
|
| 45 |
+
41 train 10.220202 (lr=5.8741e-05) (hash(x)=6061420)
|
| 46 |
+
42 train 10.138086 (lr=6.0140e-05) (hash(x)=7836710)
|
| 47 |
+
43 train 10.250729 (lr=6.1538e-05) (hash(x)=8075458)
|
| 48 |
+
44 train 10.070316 (lr=6.2937e-05) (hash(x)=7190584)
|
| 49 |
+
45 train 10.125028 (lr=6.4336e-05) (hash(x)=7238769)
|
| 50 |
+
46 train 10.279922 (lr=6.5734e-05) (hash(x)=4931205)
|
| 51 |
+
47 train 10.091259 (lr=6.7133e-05) (hash(x)=5917741)
|
| 52 |
+
48 train 10.034421 (lr=6.8531e-05) (hash(x)=5530785)
|
| 53 |
+
49 train 10.084161 (lr=6.9930e-05) (hash(x)=5430605)
|
| 54 |
+
50 val loss 10.0612
|
| 55 |
+
50 val perplexity 23416.7500
|
| 56 |
+
50 train 10.069185 (lr=7.1329e-05) (hash(x)=6056774)
|
| 57 |
+
51 train 9.960612 (lr=7.2727e-05) (hash(x)=5750403)
|
| 58 |
+
52 train 9.968672 (lr=7.4126e-05) (hash(x)=6187497)
|
| 59 |
+
53 train 9.958236 (lr=7.5524e-05) (hash(x)=4792640)
|
| 60 |
+
54 train 10.064965 (lr=7.6923e-05) (hash(x)=6868430)
|
| 61 |
+
55 train 9.912956 (lr=7.8322e-05) (hash(x)=6112458)
|
| 62 |
+
56 train 9.852873 (lr=7.9720e-05) (hash(x)=5523601)
|
| 63 |
+
57 train 9.787319 (lr=8.1119e-05) (hash(x)=5801122)
|
| 64 |
+
58 train 9.881976 (lr=8.2517e-05) (hash(x)=6826295)
|
| 65 |
+
59 train 9.995114 (lr=8.3916e-05) (hash(x)=5806490)
|
| 66 |
+
60 train 9.822445 (lr=8.5315e-05) (hash(x)=6223100)
|
| 67 |
+
61 train 9.759766 (lr=8.6713e-05) (hash(x)=5754140)
|
| 68 |
+
62 train 9.739307 (lr=8.8112e-05) (hash(x)=6675367)
|
| 69 |
+
63 train 9.644345 (lr=8.9510e-05) (hash(x)=6568379)
|
| 70 |
+
64 train 9.501768 (lr=9.0909e-05) (hash(x)=5648233)
|
| 71 |
+
65 train 9.672204 (lr=9.2308e-05) (hash(x)=7134932)
|
| 72 |
+
66 train 9.627056 (lr=9.3706e-05) (hash(x)=5242536)
|
| 73 |
+
67 train 9.665130 (lr=9.5105e-05) (hash(x)=7212403)
|
| 74 |
+
68 train 9.505008 (lr=9.6503e-05) (hash(x)=5342967)
|
| 75 |
+
69 train 9.610952 (lr=9.7902e-05) (hash(x)=7720703)
|
| 76 |
+
70 train 9.525063 (lr=9.9301e-05) (hash(x)=7351337)
|
| 77 |
+
71 train 9.558569 (lr=1.0070e-04) (hash(x)=7386082)
|
| 78 |
+
72 train 9.406364 (lr=1.0210e-04) (hash(x)=6931318)
|
| 79 |
+
73 train 9.404094 (lr=1.0350e-04) (hash(x)=6848513)
|
| 80 |
+
74 train 9.399150 (lr=1.0490e-04) (hash(x)=7714274)
|
| 81 |
+
75 train 9.452235 (lr=1.0629e-04) (hash(x)=6359743)
|
| 82 |
+
76 train 9.264580 (lr=1.0769e-04) (hash(x)=6801650)
|
| 83 |
+
77 train 9.226777 (lr=1.0909e-04) (hash(x)=7536538)
|
| 84 |
+
78 train 9.317209 (lr=1.1049e-04) (hash(x)=6957410)
|
| 85 |
+
79 train 9.313169 (lr=1.1189e-04) (hash(x)=6151674)
|
| 86 |
+
80 train 9.268032 (lr=1.1329e-04) (hash(x)=6033844)
|
| 87 |
+
81 train 9.132256 (lr=1.1469e-04) (hash(x)=6317099)
|
| 88 |
+
82 train 9.070349 (lr=1.1608e-04) (hash(x)=5357844)
|
| 89 |
+
83 train 9.122319 (lr=1.1748e-04) (hash(x)=7168704)
|
| 90 |
+
84 train 9.251307 (lr=1.1888e-04) (hash(x)=7157938)
|
| 91 |
+
85 train 9.034517 (lr=1.2028e-04) (hash(x)=6736092)
|
| 92 |
+
86 train 8.936291 (lr=1.2168e-04) (hash(x)=5383012)
|
| 93 |
+
87 train 8.991364 (lr=1.2308e-04) (hash(x)=7859060)
|
| 94 |
+
88 train 8.970185 (lr=1.2448e-04) (hash(x)=5869288)
|
| 95 |
+
89 train 8.944607 (lr=1.2587e-04) (hash(x)=6958223)
|
| 96 |
+
90 train 8.808808 (lr=1.2727e-04) (hash(x)=6731344)
|
| 97 |
+
91 train 8.763073 (lr=1.2867e-04) (hash(x)=6976239)
|
| 98 |
+
92 train 8.726782 (lr=1.3007e-04) (hash(x)=7769441)
|
| 99 |
+
93 train 8.755550 (lr=1.3147e-04) (hash(x)=6956845)
|
| 100 |
+
94 train 8.856450 (lr=1.3287e-04) (hash(x)=6638037)
|
| 101 |
+
95 train 8.550882 (lr=1.3427e-04) (hash(x)=6391506)
|
| 102 |
+
96 train 8.845491 (lr=1.3566e-04) (hash(x)=7319928)
|
| 103 |
+
97 train 8.793879 (lr=1.3706e-04) (hash(x)=6113701)
|
| 104 |
+
98 train 8.449331 (lr=1.3846e-04) (hash(x)=6246453)
|
| 105 |
+
99 train 8.519605 (lr=1.3986e-04) (hash(x)=5245999)
|
| 106 |
+
100 val loss 8.5686
|
| 107 |
+
100 val perplexity 5263.9146
|
| 108 |
+
100 train 8.578829 (lr=1.4126e-04) (hash(x)=6227256)
|
| 109 |
+
101 train 8.509744 (lr=1.4266e-04) (hash(x)=5774189)
|
| 110 |
+
102 train 8.398865 (lr=1.4406e-04) (hash(x)=5588220)
|
| 111 |
+
103 train 8.480408 (lr=1.4545e-04) (hash(x)=5985675)
|
| 112 |
+
104 train 8.346600 (lr=1.4685e-04) (hash(x)=6259214)
|
| 113 |
+
105 train 8.453425 (lr=1.4825e-04) (hash(x)=6451776)
|
| 114 |
+
106 train 8.139659 (lr=1.4965e-04) (hash(x)=4940406)
|
| 115 |
+
107 train 8.260358 (lr=1.5105e-04) (hash(x)=4355733)
|
| 116 |
+
108 train 8.303938 (lr=1.5245e-04) (hash(x)=6186065)
|
| 117 |
+
109 train 8.337807 (lr=1.5385e-04) (hash(x)=6669188)
|
| 118 |
+
110 train 9.373795 (lr=1.5524e-04) (hash(x)=7118997)
|
| 119 |
+
111 train 8.518595 (lr=1.5664e-04) (hash(x)=6984772)
|
| 120 |
+
112 train 8.155628 (lr=1.5804e-04) (hash(x)=6472877)
|
| 121 |
+
113 train 8.311499 (lr=1.5944e-04) (hash(x)=7440580)
|
| 122 |
+
114 train 8.334013 (lr=1.6084e-04) (hash(x)=6378428)
|
| 123 |
+
115 train 8.339608 (lr=1.6224e-04) (hash(x)=6244096)
|
| 124 |
+
116 train 8.340956 (lr=1.6364e-04) (hash(x)=9100578)
|
| 125 |
+
117 train 8.612723 (lr=1.6503e-04) (hash(x)=8381560)
|
| 126 |
+
118 train 8.327225 (lr=1.6643e-04) (hash(x)=6066072)
|
| 127 |
+
119 train 8.059075 (lr=1.6783e-04) (hash(x)=6603717)
|
| 128 |
+
120 train 7.984727 (lr=1.6923e-04) (hash(x)=5138438)
|
| 129 |
+
121 train 7.869165 (lr=1.7063e-04) (hash(x)=6437516)
|
| 130 |
+
122 train 8.058741 (lr=1.7203e-04) (hash(x)=5743807)
|
| 131 |
+
123 train 7.859820 (lr=1.7343e-04) (hash(x)=5669522)
|
| 132 |
+
124 train 8.065757 (lr=1.7483e-04) (hash(x)=5963623)
|
| 133 |
+
125 train 7.815839 (lr=1.7622e-04) (hash(x)=5505889)
|
| 134 |
+
126 train 8.219624 (lr=1.7762e-04) (hash(x)=7607512)
|
| 135 |
+
127 train 7.993526 (lr=1.7902e-04) (hash(x)=6190579)
|
| 136 |
+
128 train 8.177776 (lr=1.8042e-04) (hash(x)=7444834)
|
| 137 |
+
129 train 8.087092 (lr=1.8182e-04) (hash(x)=5153196)
|
| 138 |
+
130 train 7.981976 (lr=1.8322e-04) (hash(x)=6495326)
|
| 139 |
+
131 train 8.088462 (lr=1.8462e-04) (hash(x)=4912983)
|
| 140 |
+
132 train 8.271357 (lr=1.8601e-04) (hash(x)=7094046)
|
| 141 |
+
133 train 7.855439 (lr=1.8741e-04) (hash(x)=5109125)
|
| 142 |
+
134 train 7.815718 (lr=1.8881e-04) (hash(x)=7119136)
|
| 143 |
+
135 train 7.861666 (lr=1.9021e-04) (hash(x)=7276303)
|
| 144 |
+
136 train 8.110420 (lr=1.9161e-04) (hash(x)=9147123)
|
| 145 |
+
137 train 8.102427 (lr=1.9301e-04) (hash(x)=6645716)
|
| 146 |
+
138 train 8.029046 (lr=1.9441e-04) (hash(x)=6347875)
|
| 147 |
+
139 train 7.806607 (lr=1.9580e-04) (hash(x)=5479947)
|
| 148 |
+
140 train 7.927036 (lr=1.9720e-04) (hash(x)=5832595)
|
| 149 |
+
141 train 8.217505 (lr=1.9860e-04) (hash(x)=7850360)
|
| 150 |
+
142 train 8.590468 (lr=2.0000e-04) (hash(x)=8499683)
|
| 151 |
+
143 train 8.117359 (lr=2.0140e-04) (hash(x)=6630378)
|
| 152 |
+
144 train 8.050580 (lr=2.0280e-04) (hash(x)=5340846)
|
| 153 |
+
145 train 7.878900 (lr=2.0420e-04) (hash(x)=6295358)
|
| 154 |
+
146 train 7.917219 (lr=2.0559e-04) (hash(x)=5974729)
|
| 155 |
+
147 train 8.450937 (lr=2.0699e-04) (hash(x)=8097010)
|
| 156 |
+
148 train 8.198786 (lr=2.0839e-04) (hash(x)=6681250)
|
| 157 |
+
149 train 7.617529 (lr=2.0979e-04) (hash(x)=3958188)
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| 158 |
+
150 val loss 7.8662
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| 159 |
+
150 val perplexity 2607.7197
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| 160 |
+
150 train 7.818198 (lr=2.1119e-04) (hash(x)=5975539)
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| 161 |
+
151 train 9.711157 (lr=2.1259e-04) (hash(x)=9989744)
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| 162 |
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152 train 8.821021 (lr=2.1399e-04) (hash(x)=6748487)
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| 163 |
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153 train 7.778756 (lr=2.1538e-04) (hash(x)=6343832)
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| 164 |
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154 train 7.855833 (lr=2.1678e-04) (hash(x)=5688949)
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155 train 8.195263 (lr=2.1818e-04) (hash(x)=6694932)
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| 166 |
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156 train 7.828443 (lr=2.1958e-04) (hash(x)=5872835)
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| 167 |
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157 train 7.897624 (lr=2.2098e-04) (hash(x)=6429137)
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| 168 |
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158 train 8.120209 (lr=2.2238e-04) (hash(x)=6999390)
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159 train 7.968429 (lr=2.2378e-04) (hash(x)=6317894)
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160 train 7.690858 (lr=2.2517e-04) (hash(x)=5813657)
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161 train 7.793367 (lr=2.2657e-04) (hash(x)=5165595)
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162 train 7.734653 (lr=2.2797e-04) (hash(x)=5682633)
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163 train 7.942009 (lr=2.2937e-04) (hash(x)=5046327)
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164 train 8.024662 (lr=2.3077e-04) (hash(x)=6195808)
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165 train 7.881701 (lr=2.3217e-04) (hash(x)=7060363)
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166 train 7.873632 (lr=2.3357e-04) (hash(x)=5837126)
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167 train 7.847794 (lr=2.3497e-04) (hash(x)=7947703)
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168 train 7.484069 (lr=2.3636e-04) (hash(x)=5277865)
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169 train 7.740170 (lr=2.3776e-04) (hash(x)=5971240)
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170 train 7.682817 (lr=2.3916e-04) (hash(x)=6590408)
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171 train 7.842447 (lr=2.4056e-04) (hash(x)=5916068)
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172 train 7.779253 (lr=2.4196e-04) (hash(x)=6069727)
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173 train 7.809871 (lr=2.4336e-04) (hash(x)=7426277)
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174 train 7.972969 (lr=2.4476e-04) (hash(x)=5356513)
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175 train 7.737049 (lr=2.4615e-04) (hash(x)=5777498)
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176 train 8.004381 (lr=2.4755e-04) (hash(x)=5989756)
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177 train 7.739745 (lr=2.4895e-04) (hash(x)=6403331)
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178 train 7.780223 (lr=2.5035e-04) (hash(x)=7650667)
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179 train 7.965009 (lr=2.5175e-04) (hash(x)=5753092)
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180 train 7.714940 (lr=2.5315e-04) (hash(x)=5751457)
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181 train 7.589414 (lr=2.5455e-04) (hash(x)=5981486)
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182 train 7.635160 (lr=2.5594e-04) (hash(x)=5918229)
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| 193 |
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183 train 7.883895 (lr=2.5734e-04) (hash(x)=7723226)
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| 194 |
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184 train 7.962802 (lr=2.5874e-04) (hash(x)=6111721)
|
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185 train 7.578727 (lr=2.6014e-04) (hash(x)=6069558)
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186 train 7.837216 (lr=2.6154e-04) (hash(x)=5626336)
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187 train 8.072463 (lr=2.6294e-04) (hash(x)=7007016)
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188 train 7.572512 (lr=2.6434e-04) (hash(x)=5883013)
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| 199 |
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189 train 7.457197 (lr=2.6573e-04) (hash(x)=5027958)
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| 200 |
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190 train 7.813180 (lr=2.6713e-04) (hash(x)=5474948)
|
| 201 |
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191 train 7.631199 (lr=2.6853e-04) (hash(x)=6491229)
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| 202 |
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192 train 7.726456 (lr=2.6993e-04) (hash(x)=5518341)
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| 203 |
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193 train 7.834788 (lr=2.7133e-04) (hash(x)=7036653)
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| 204 |
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194 train 7.817052 (lr=2.7273e-04) (hash(x)=5527616)
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| 205 |
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195 train 8.100171 (lr=2.7413e-04) (hash(x)=6390752)
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| 206 |
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196 train 7.767852 (lr=2.7552e-04) (hash(x)=6032557)
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| 207 |
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197 train 8.478538 (lr=2.7692e-04) (hash(x)=7758167)
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| 208 |
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198 train 8.345364 (lr=2.7832e-04) (hash(x)=7968070)
|
| 209 |
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199 train 7.871463 (lr=2.7972e-04) (hash(x)=6019389)
|
| 210 |
+
200 val loss 7.7821
|
| 211 |
+
200 val perplexity 2397.2014
|
| 212 |
+
200 train 7.883311 (lr=2.8112e-04) (hash(x)=7276744)
|
| 213 |
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201 train 7.909128 (lr=2.8252e-04) (hash(x)=6503191)
|
| 214 |
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202 train 7.744545 (lr=2.8392e-04) (hash(x)=6006880)
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203 train 7.957067 (lr=2.8531e-04) (hash(x)=7662067)
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| 216 |
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204 train 7.719955 (lr=2.8671e-04) (hash(x)=6297345)
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| 217 |
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205 train 7.953323 (lr=2.8811e-04) (hash(x)=7901992)
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| 218 |
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206 train 8.076226 (lr=2.8951e-04) (hash(x)=6579950)
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| 219 |
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207 train 7.601086 (lr=2.9091e-04) (hash(x)=4648609)
|
| 220 |
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208 train 7.848987 (lr=2.9231e-04) (hash(x)=6903216)
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| 221 |
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209 train 7.687524 (lr=2.9371e-04) (hash(x)=5897288)
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| 222 |
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210 train 7.758507 (lr=2.9510e-04) (hash(x)=7300160)
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| 223 |
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211 train 7.608027 (lr=2.9650e-04) (hash(x)=4725966)
|
| 224 |
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212 train 7.430196 (lr=2.9790e-04) (hash(x)=5060060)
|
| 225 |
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213 train 7.959236 (lr=2.9930e-04) (hash(x)=6243442)
|
| 226 |
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214 train 7.658198 (lr=3.0070e-04) (hash(x)=5893816)
|
| 227 |
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215 train 7.678847 (lr=3.0210e-04) (hash(x)=5558355)
|
| 228 |
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216 train 7.831263 (lr=3.0350e-04) (hash(x)=4378747)
|
| 229 |
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217 train 7.689771 (lr=3.0490e-04) (hash(x)=5400407)
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218 train 7.959946 (lr=3.0629e-04) (hash(x)=6900554)
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| 231 |
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219 train 7.831897 (lr=3.0769e-04) (hash(x)=6524933)
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| 232 |
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220 train 7.763245 (lr=3.0909e-04) (hash(x)=5409944)
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221 train 7.847879 (lr=3.1049e-04) (hash(x)=5889724)
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| 234 |
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222 train 7.771236 (lr=3.1189e-04) (hash(x)=4970496)
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223 train 7.565698 (lr=3.1329e-04) (hash(x)=6369326)
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| 236 |
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224 train 7.664714 (lr=3.1469e-04) (hash(x)=6563975)
|
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225 train 7.846850 (lr=3.1608e-04) (hash(x)=5911906)
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| 238 |
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226 train 7.939465 (lr=3.1748e-04) (hash(x)=6111462)
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| 239 |
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227 train 7.945687 (lr=3.1888e-04) (hash(x)=6022625)
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| 240 |
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228 train 7.745234 (lr=3.2028e-04) (hash(x)=5884663)
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| 241 |
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229 train 7.843312 (lr=3.2168e-04) (hash(x)=6584810)
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| 242 |
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230 train 7.801966 (lr=3.2308e-04) (hash(x)=5289998)
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| 243 |
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231 train 7.510679 (lr=3.2448e-04) (hash(x)=4906853)
|
| 244 |
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232 train 7.579675 (lr=3.2587e-04) (hash(x)=5862071)
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233 train 7.219170 (lr=3.2727e-04) (hash(x)=4564564)
|
| 246 |
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234 train 7.591276 (lr=3.2867e-04) (hash(x)=5723971)
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| 247 |
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235 train 7.708779 (lr=3.3007e-04) (hash(x)=5589269)
|
| 248 |
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236 train 7.665421 (lr=3.3147e-04) (hash(x)=5683368)
|
| 249 |
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237 train 7.913085 (lr=3.3287e-04) (hash(x)=6969180)
|
| 250 |
+
238 train 7.796215 (lr=3.3427e-04) (hash(x)=5341421)
|
| 251 |
+
239 train 7.567434 (lr=3.3566e-04) (hash(x)=6437376)
|
| 252 |
+
240 train 8.076303 (lr=3.3706e-04) (hash(x)=7527007)
|
| 253 |
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241 train 7.919109 (lr=3.3846e-04) (hash(x)=7116258)
|
| 254 |
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242 train 7.877451 (lr=3.3986e-04) (hash(x)=6463930)
|
| 255 |
+
243 train 7.907961 (lr=3.4126e-04) (hash(x)=7304892)
|
| 256 |
+
244 train 8.047992 (lr=3.4266e-04) (hash(x)=5881808)
|
| 257 |
+
245 train 7.837342 (lr=3.4406e-04) (hash(x)=7366721)
|
| 258 |
+
246 train 7.760063 (lr=3.4545e-04) (hash(x)=6457521)
|
| 259 |
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247 train 8.144821 (lr=3.4685e-04) (hash(x)=7084093)
|
| 260 |
+
248 train 7.808409 (lr=3.4825e-04) (hash(x)=6015300)
|
| 261 |
+
249 train 8.056373 (lr=3.4965e-04) (hash(x)=7197652)
|
| 262 |
+
250 val loss 7.7773
|
| 263 |
+
250 val perplexity 2385.8423
|
| 264 |
+
250 train 8.080597 (lr=3.5105e-04) (hash(x)=4830828)
|
| 265 |
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251 train 7.805977 (lr=3.5245e-04) (hash(x)=5908178)
|
| 266 |
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252 train 7.789102 (lr=3.5385e-04) (hash(x)=6299092)
|
| 267 |
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253 train 7.798859 (lr=3.5524e-04) (hash(x)=6349974)
|
| 268 |
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254 train 7.802348 (lr=3.5664e-04) (hash(x)=5641494)
|
| 269 |
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255 train 7.781238 (lr=3.5804e-04) (hash(x)=7048804)
|
| 270 |
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256 train 8.006168 (lr=3.5944e-04) (hash(x)=7035244)
|
| 271 |
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257 train 7.726725 (lr=3.6084e-04) (hash(x)=7909039)
|
| 272 |
+
258 train 7.948016 (lr=3.6224e-04) (hash(x)=5470939)
|
| 273 |
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259 train 7.773250 (lr=3.6364e-04) (hash(x)=6085549)
|
| 274 |
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260 train 8.079906 (lr=3.6503e-04) (hash(x)=5882649)
|
| 275 |
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261 train 7.917882 (lr=3.6643e-04) (hash(x)=7463181)
|
| 276 |
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262 train 8.210739 (lr=3.6783e-04) (hash(x)=5215574)
|
| 277 |
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263 train 7.656866 (lr=3.6923e-04) (hash(x)=5752594)
|
| 278 |
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264 train 7.814951 (lr=3.7063e-04) (hash(x)=6416619)
|
| 279 |
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265 train 7.814353 (lr=3.7203e-04) (hash(x)=6114601)
|
| 280 |
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266 train 7.759092 (lr=3.7343e-04) (hash(x)=5646171)
|
| 281 |
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267 train 7.688155 (lr=3.7483e-04) (hash(x)=7662769)
|
| 282 |
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268 train 7.963375 (lr=3.7622e-04) (hash(x)=6394376)
|
| 283 |
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269 train 7.553571 (lr=3.7762e-04) (hash(x)=7485666)
|
| 284 |
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270 train 7.640589 (lr=3.7902e-04) (hash(x)=6636823)
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| 285 |
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271 train 7.575523 (lr=3.8042e-04) (hash(x)=6393520)
|
| 286 |
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272 train 7.766035 (lr=3.8182e-04) (hash(x)=5235659)
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| 287 |
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273 train 7.842965 (lr=3.8322e-04) (hash(x)=5586291)
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| 288 |
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274 train 8.059671 (lr=3.8462e-04) (hash(x)=7034674)
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| 289 |
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275 train 8.154101 (lr=3.8601e-04) (hash(x)=5942867)
|
| 290 |
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276 train 7.854487 (lr=3.8741e-04) (hash(x)=7812344)
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| 291 |
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277 train 8.128255 (lr=3.8881e-04) (hash(x)=7574027)
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| 292 |
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278 train 8.080032 (lr=3.9021e-04) (hash(x)=5960216)
|
| 293 |
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279 train 7.866420 (lr=3.9161e-04) (hash(x)=6793550)
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| 294 |
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280 train 7.837950 (lr=3.9301e-04) (hash(x)=6879965)
|
| 295 |
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281 train 7.543940 (lr=3.9441e-04) (hash(x)=6264789)
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| 296 |
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282 train 7.698717 (lr=3.9580e-04) (hash(x)=5175356)
|
| 297 |
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283 train 7.926527 (lr=3.9720e-04) (hash(x)=7105976)
|
| 298 |
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284 train 7.934340 (lr=3.9860e-04) (hash(x)=7286386)
|
| 299 |
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285 train 8.124363 (lr=4.0000e-04) (hash(x)=7244279)
|
| 300 |
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286 train 7.606567 (lr=4.0000e-04) (hash(x)=4877247)
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| 301 |
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287 train 7.569118 (lr=4.0000e-04) (hash(x)=6581348)
|
| 302 |
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288 train 7.564267 (lr=3.9999e-04) (hash(x)=6397208)
|
| 303 |
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289 train 7.678329 (lr=3.9998e-04) (hash(x)=6543825)
|
| 304 |
+
290 train 7.451445 (lr=3.9997e-04) (hash(x)=6088993)
|
| 305 |
+
291 train 7.783363 (lr=3.9996e-04) (hash(x)=5555598)
|
| 306 |
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292 train 7.851149 (lr=3.9994e-04) (hash(x)=6924240)
|
| 307 |
+
293 train 8.049478 (lr=3.9991e-04) (hash(x)=7254232)
|
| 308 |
+
294 train 7.581804 (lr=3.9989e-04) (hash(x)=7689743)
|
| 309 |
+
295 train 7.550489 (lr=3.9986e-04) (hash(x)=6235837)
|
| 310 |
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296 train 7.804015 (lr=3.9983e-04) (hash(x)=5216883)
|
| 311 |
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297 train 7.435771 (lr=3.9979e-04) (hash(x)=4738550)
|
| 312 |
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298 train 7.616967 (lr=3.9975e-04) (hash(x)=5126918)
|
| 313 |
+
299 train 7.774863 (lr=3.9971e-04) (hash(x)=5591770)
|
| 314 |
+
300 val loss 7.7129
|
| 315 |
+
300 val perplexity 2237.1272
|
| 316 |
+
300 train 8.668016 (lr=3.9966e-04) (hash(x)=8001573)
|
| 317 |
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301 train 8.370278 (lr=3.9961e-04) (hash(x)=8012491)
|
| 318 |
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302 train 8.050730 (lr=3.9955e-04) (hash(x)=3997428)
|
| 319 |
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303 train 7.358860 (lr=3.9950e-04) (hash(x)=7083021)
|
| 320 |
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304 train 7.944624 (lr=3.9944e-04) (hash(x)=7177371)
|
| 321 |
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305 train 7.770327 (lr=3.9937e-04) (hash(x)=6456022)
|
| 322 |
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306 train 7.872246 (lr=3.9930e-04) (hash(x)=5238861)
|
| 323 |
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307 train 7.862182 (lr=3.9923e-04) (hash(x)=7281348)
|
| 324 |
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308 train 7.997207 (lr=3.9916e-04) (hash(x)=6848441)
|
| 325 |
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309 train 8.047302 (lr=3.9908e-04) (hash(x)=7824794)
|
| 326 |
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310 train 8.186137 (lr=3.9900e-04) (hash(x)=7440208)
|
| 327 |
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311 train 7.972701 (lr=3.9891e-04) (hash(x)=6155821)
|
| 328 |
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312 train 7.693457 (lr=3.9882e-04) (hash(x)=5350461)
|
| 329 |
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313 train 7.940413 (lr=3.9873e-04) (hash(x)=7807564)
|
| 330 |
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314 train 7.728491 (lr=3.9864e-04) (hash(x)=5992165)
|
| 331 |
+
315 train 7.688345 (lr=3.9854e-04) (hash(x)=5736241)
|
| 332 |
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316 train 7.666516 (lr=3.9843e-04) (hash(x)=6536253)
|
| 333 |
+
317 train 7.865399 (lr=3.9833e-04) (hash(x)=5688415)
|
| 334 |
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318 train 7.497298 (lr=3.9822e-04) (hash(x)=5839705)
|
| 335 |
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319 train 7.677273 (lr=3.9811e-04) (hash(x)=5657123)
|
| 336 |
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320 train 7.717196 (lr=3.9799e-04) (hash(x)=6354364)
|
| 337 |
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321 train 7.809872 (lr=3.9787e-04) (hash(x)=6102985)
|
| 338 |
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322 train 8.071723 (lr=3.9775e-04) (hash(x)=7161967)
|
| 339 |
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323 train 8.007324 (lr=3.9762e-04) (hash(x)=6452095)
|
| 340 |
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324 train 7.631840 (lr=3.9749e-04) (hash(x)=5547396)
|
| 341 |
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325 train 7.940474 (lr=3.9736e-04) (hash(x)=5848921)
|
| 342 |
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326 train 7.720636 (lr=3.9722e-04) (hash(x)=4890294)
|
| 343 |
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327 train 7.432765 (lr=3.9708e-04) (hash(x)=5312267)
|
| 344 |
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328 train 7.513749 (lr=3.9694e-04) (hash(x)=5348929)
|
| 345 |
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329 train 7.471559 (lr=3.9679e-04) (hash(x)=5025297)
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| 346 |
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330 train 7.505089 (lr=3.9664e-04) (hash(x)=5670052)
|
| 347 |
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331 train 7.356798 (lr=3.9648e-04) (hash(x)=5434493)
|
| 348 |
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332 train 8.054082 (lr=3.9633e-04) (hash(x)=9122453)
|
| 349 |
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333 train 7.766166 (lr=3.9616e-04) (hash(x)=5197474)
|
| 350 |
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334 train 7.603662 (lr=3.9600e-04) (hash(x)=5550786)
|
| 351 |
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335 train 7.666357 (lr=3.9583e-04) (hash(x)=6830813)
|
| 352 |
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336 train 7.490107 (lr=3.9566e-04) (hash(x)=5258435)
|
| 353 |
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337 train 7.524698 (lr=3.9549e-04) (hash(x)=5242548)
|
| 354 |
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338 train 7.362160 (lr=3.9531e-04) (hash(x)=3754886)
|
| 355 |
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339 train 7.215922 (lr=3.9513e-04) (hash(x)=4752771)
|
| 356 |
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340 train 7.464192 (lr=3.9494e-04) (hash(x)=5926875)
|
| 357 |
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341 train 8.004081 (lr=3.9475e-04) (hash(x)=6691249)
|
| 358 |
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342 train 7.723438 (lr=3.9456e-04) (hash(x)=7514623)
|
| 359 |
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343 train 7.812165 (lr=3.9437e-04) (hash(x)=6424933)
|
| 360 |
+
344 train 7.747590 (lr=3.9417e-04) (hash(x)=6347757)
|
| 361 |
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345 train 7.708298 (lr=3.9397e-04) (hash(x)=6960120)
|
| 362 |
+
346 train 7.726888 (lr=3.9376e-04) (hash(x)=7597197)
|
| 363 |
+
347 train 7.654065 (lr=3.9356e-04) (hash(x)=5786517)
|
| 364 |
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348 train 7.732175 (lr=3.9334e-04) (hash(x)=6424363)
|
| 365 |
+
349 train 7.754531 (lr=3.9313e-04) (hash(x)=7229689)
|
| 366 |
+
350 val loss 7.6790
|
| 367 |
+
350 val perplexity 2162.5024
|
| 368 |
+
350 train 7.852203 (lr=3.9291e-04) (hash(x)=6772284)
|
| 369 |
+
351 train 7.939065 (lr=3.9269e-04) (hash(x)=6680023)
|
| 370 |
+
352 train 7.837459 (lr=3.9246e-04) (hash(x)=6218520)
|
| 371 |
+
353 train 7.896614 (lr=3.9223e-04) (hash(x)=7688393)
|
| 372 |
+
354 train 7.720498 (lr=3.9200e-04) (hash(x)=6327977)
|
| 373 |
+
355 train 7.606984 (lr=3.9177e-04) (hash(x)=6474729)
|
| 374 |
+
356 train 7.730735 (lr=3.9153e-04) (hash(x)=6657266)
|
| 375 |
+
357 train 7.744442 (lr=3.9129e-04) (hash(x)=5946650)
|
| 376 |
+
358 train 7.644190 (lr=3.9104e-04) (hash(x)=6734878)
|
| 377 |
+
359 train 7.726983 (lr=3.9079e-04) (hash(x)=7523279)
|
| 378 |
+
360 train 7.573905 (lr=3.9054e-04) (hash(x)=6179478)
|
| 379 |
+
361 train 7.626390 (lr=3.9029e-04) (hash(x)=5531605)
|
| 380 |
+
362 train 7.613953 (lr=3.9003e-04) (hash(x)=5844980)
|
| 381 |
+
363 train 7.281720 (lr=3.8977e-04) (hash(x)=5508768)
|
| 382 |
+
364 train 7.134599 (lr=3.8950e-04) (hash(x)=6337190)
|
| 383 |
+
365 train 8.774722 (lr=3.8923e-04) (hash(x)=6415982)
|
| 384 |
+
366 train 7.787969 (lr=3.8896e-04) (hash(x)=6828959)
|
| 385 |
+
367 train 7.746159 (lr=3.8869e-04) (hash(x)=6635925)
|
| 386 |
+
368 train 7.471364 (lr=3.8841e-04) (hash(x)=6358540)
|
| 387 |
+
369 train 7.853199 (lr=3.8813e-04) (hash(x)=5923706)
|
| 388 |
+
370 train 7.516103 (lr=3.8785e-04) (hash(x)=4843320)
|
| 389 |
+
371 train 7.742843 (lr=3.8756e-04) (hash(x)=6663801)
|
| 390 |
+
372 train 7.572280 (lr=3.8727e-04) (hash(x)=5583287)
|
| 391 |
+
373 train 7.525884 (lr=3.8697e-04) (hash(x)=6113540)
|
| 392 |
+
374 train 7.653235 (lr=3.8667e-04) (hash(x)=6389936)
|
| 393 |
+
375 train 7.604330 (lr=3.8637e-04) (hash(x)=5869441)
|
| 394 |
+
376 train 7.666893 (lr=3.8607e-04) (hash(x)=5148617)
|
| 395 |
+
377 train 7.929458 (lr=3.8576e-04) (hash(x)=6913454)
|
| 396 |
+
378 train 7.606462 (lr=3.8545e-04) (hash(x)=5356233)
|
| 397 |
+
379 train 7.587533 (lr=3.8514e-04) (hash(x)=6698878)
|
| 398 |
+
380 train 7.561080 (lr=3.8482e-04) (hash(x)=6280665)
|
| 399 |
+
381 train 7.779469 (lr=3.8450e-04) (hash(x)=6094899)
|
| 400 |
+
382 train 7.309037 (lr=3.8418e-04) (hash(x)=6249746)
|
| 401 |
+
383 train 7.636660 (lr=3.8385e-04) (hash(x)=6349004)
|
| 402 |
+
384 train 7.577253 (lr=3.8352e-04) (hash(x)=7013468)
|
| 403 |
+
385 train 7.548975 (lr=3.8319e-04) (hash(x)=6045933)
|
| 404 |
+
386 train 7.871435 (lr=3.8286e-04) (hash(x)=6571735)
|
| 405 |
+
387 train 7.498989 (lr=3.8252e-04) (hash(x)=4986137)
|
| 406 |
+
388 train 7.167762 (lr=3.8217e-04) (hash(x)=5244912)
|
| 407 |
+
389 train 7.498528 (lr=3.8183e-04) (hash(x)=4798229)
|
| 408 |
+
390 train 7.577496 (lr=3.8148e-04) (hash(x)=5815783)
|
| 409 |
+
391 train 7.346290 (lr=3.8113e-04) (hash(x)=6008454)
|
| 410 |
+
392 train 7.551310 (lr=3.8077e-04) (hash(x)=6407333)
|
| 411 |
+
393 train 7.436758 (lr=3.8042e-04) (hash(x)=5938362)
|
| 412 |
+
394 train 7.289711 (lr=3.8006e-04) (hash(x)=6077124)
|
| 413 |
+
395 train 7.600750 (lr=3.7969e-04) (hash(x)=6550770)
|
| 414 |
+
396 train 7.420817 (lr=3.7933e-04) (hash(x)=6181528)
|
| 415 |
+
397 train 7.688013 (lr=3.7896e-04) (hash(x)=7055344)
|
| 416 |
+
398 train 7.801223 (lr=3.7858e-04) (hash(x)=7689348)
|
| 417 |
+
399 train 7.725225 (lr=3.7821e-04) (hash(x)=7682741)
|
| 418 |
+
400 val loss 7.6094
|
| 419 |
+
400 val perplexity 2017.1411
|
| 420 |
+
400 train 7.511962 (lr=3.7783e-04) (hash(x)=5189401)
|
| 421 |
+
401 train 7.518741 (lr=3.7744e-04) (hash(x)=7372095)
|
| 422 |
+
402 train 7.668220 (lr=3.7706e-04) (hash(x)=6838219)
|
| 423 |
+
403 train 8.134772 (lr=3.7667e-04) (hash(x)=7892158)
|
| 424 |
+
404 train 7.775495 (lr=3.7628e-04) (hash(x)=5677077)
|
| 425 |
+
405 train 7.401995 (lr=3.7588e-04) (hash(x)=5929740)
|
| 426 |
+
406 train 7.558940 (lr=3.7549e-04) (hash(x)=5285055)
|
| 427 |
+
407 train 7.650312 (lr=3.7509e-04) (hash(x)=7794028)
|
| 428 |
+
408 train 7.726353 (lr=3.7468e-04) (hash(x)=6640802)
|
| 429 |
+
409 train 7.822291 (lr=3.7428e-04) (hash(x)=6839923)
|
| 430 |
+
410 train 7.277285 (lr=3.7387e-04) (hash(x)=4020997)
|
| 431 |
+
411 train 7.458729 (lr=3.7345e-04) (hash(x)=7093523)
|
| 432 |
+
412 train 7.784377 (lr=3.7304e-04) (hash(x)=7370045)
|
| 433 |
+
413 train 7.507353 (lr=3.7262e-04) (hash(x)=5341312)
|
| 434 |
+
414 train 7.512074 (lr=3.7220e-04) (hash(x)=5589312)
|
| 435 |
+
415 train 7.986567 (lr=3.7177e-04) (hash(x)=6166062)
|
| 436 |
+
416 train 7.887094 (lr=3.7135e-04) (hash(x)=8354149)
|
| 437 |
+
417 train 7.509351 (lr=3.7092e-04) (hash(x)=5992164)
|
| 438 |
+
418 train 7.547449 (lr=3.7048e-04) (hash(x)=4748657)
|
| 439 |
+
419 train 7.541067 (lr=3.7005e-04) (hash(x)=6645781)
|
| 440 |
+
420 train 7.770974 (lr=3.6961e-04) (hash(x)=6689147)
|
| 441 |
+
421 train 7.642218 (lr=3.6917e-04) (hash(x)=6207724)
|
| 442 |
+
422 train 7.557092 (lr=3.6872e-04) (hash(x)=6232863)
|
| 443 |
+
423 train 7.306893 (lr=3.6828e-04) (hash(x)=4811192)
|
| 444 |
+
424 train 7.341501 (lr=3.6782e-04) (hash(x)=6211761)
|
| 445 |
+
425 train 7.530269 (lr=3.6737e-04) (hash(x)=6906335)
|
| 446 |
+
426 train 7.448237 (lr=3.6692e-04) (hash(x)=4922365)
|
| 447 |
+
427 train 7.491903 (lr=3.6646e-04) (hash(x)=5970866)
|
| 448 |
+
428 train 7.444016 (lr=3.6599e-04) (hash(x)=6417833)
|
| 449 |
+
429 train 7.543698 (lr=3.6553e-04) (hash(x)=5238015)
|
| 450 |
+
430 train 7.432292 (lr=3.6506e-04) (hash(x)=5375451)
|
| 451 |
+
431 train 7.556702 (lr=3.6459e-04) (hash(x)=7822680)
|
| 452 |
+
432 train 7.571167 (lr=3.6412e-04) (hash(x)=6173200)
|
| 453 |
+
433 train 7.307553 (lr=3.6364e-04) (hash(x)=5478019)
|
| 454 |
+
434 train 7.529016 (lr=3.6316e-04) (hash(x)=5597859)
|
| 455 |
+
435 train 7.444973 (lr=3.6268e-04) (hash(x)=6317317)
|
| 456 |
+
436 train 7.626946 (lr=3.6220e-04) (hash(x)=7120467)
|
| 457 |
+
437 train 7.724288 (lr=3.6171e-04) (hash(x)=5832344)
|
| 458 |
+
438 train 7.608081 (lr=3.6122e-04) (hash(x)=6813802)
|
| 459 |
+
439 train 7.667047 (lr=3.6073e-04) (hash(x)=6431409)
|
| 460 |
+
440 train 7.744073 (lr=3.6023e-04) (hash(x)=5886861)
|
| 461 |
+
441 train 7.410055 (lr=3.5974e-04) (hash(x)=5900130)
|
| 462 |
+
442 train 7.698512 (lr=3.5924e-04) (hash(x)=6061563)
|
| 463 |
+
443 train 7.647983 (lr=3.5873e-04) (hash(x)=6653337)
|
| 464 |
+
444 train 7.555354 (lr=3.5823e-04) (hash(x)=6575992)
|
| 465 |
+
445 train 7.568292 (lr=3.5772e-04) (hash(x)=6696784)
|
| 466 |
+
446 train 7.717435 (lr=3.5721e-04) (hash(x)=6242161)
|
| 467 |
+
447 train 7.539690 (lr=3.5669e-04) (hash(x)=5323032)
|
| 468 |
+
448 train 7.336827 (lr=3.5618e-04) (hash(x)=6439367)
|
| 469 |
+
449 train 7.581370 (lr=3.5566e-04) (hash(x)=5372100)
|
| 470 |
+
450 val loss 7.5729
|
| 471 |
+
450 val perplexity 1944.7410
|
| 472 |
+
450 train 7.643305 (lr=3.5514e-04) (hash(x)=6344849)
|
| 473 |
+
451 train 7.298000 (lr=3.5461e-04) (hash(x)=5125339)
|
| 474 |
+
452 train 7.260176 (lr=3.5408e-04) (hash(x)=4876156)
|
| 475 |
+
453 train 7.400402 (lr=3.5355e-04) (hash(x)=5664463)
|
| 476 |
+
454 train 7.294392 (lr=3.5302e-04) (hash(x)=6010042)
|
| 477 |
+
455 train 7.540538 (lr=3.5249e-04) (hash(x)=7363286)
|
| 478 |
+
456 train 8.173691 (lr=3.5195e-04) (hash(x)=4873268)
|
| 479 |
+
457 train 7.884413 (lr=3.5141e-04) (hash(x)=7444468)
|
| 480 |
+
458 train 7.905367 (lr=3.5087e-04) (hash(x)=6698134)
|
| 481 |
+
459 train 7.703500 (lr=3.5032e-04) (hash(x)=7670050)
|
| 482 |
+
460 train 7.708179 (lr=3.4977e-04) (hash(x)=6280866)
|
| 483 |
+
461 train 7.541913 (lr=3.4922e-04) (hash(x)=8189420)
|
| 484 |
+
462 train 7.666384 (lr=3.4867e-04) (hash(x)=6878292)
|
| 485 |
+
463 train 7.350158 (lr=3.4812e-04) (hash(x)=5616075)
|
| 486 |
+
464 train 7.556487 (lr=3.4756e-04) (hash(x)=5839939)
|
| 487 |
+
465 train 7.437470 (lr=3.4700e-04) (hash(x)=6360924)
|
| 488 |
+
466 train 7.913586 (lr=3.4644e-04) (hash(x)=6466475)
|
| 489 |
+
467 train 7.657649 (lr=3.4587e-04) (hash(x)=6593764)
|
| 490 |
+
468 train 8.092769 (lr=3.4530e-04) (hash(x)=7389698)
|
| 491 |
+
469 train 7.748988 (lr=3.4473e-04) (hash(x)=6764377)
|
| 492 |
+
470 train 7.509034 (lr=3.4416e-04) (hash(x)=7293570)
|
| 493 |
+
471 train 7.544131 (lr=3.4359e-04) (hash(x)=5672608)
|
| 494 |
+
472 train 7.408926 (lr=3.4301e-04) (hash(x)=5587975)
|
| 495 |
+
473 train 7.305445 (lr=3.4243e-04) (hash(x)=6985256)
|
| 496 |
+
474 train 7.932063 (lr=3.4185e-04) (hash(x)=6549231)
|
| 497 |
+
475 train 7.584744 (lr=3.4127e-04) (hash(x)=6828653)
|
| 498 |
+
476 train 7.410558 (lr=3.4068e-04) (hash(x)=5478970)
|
| 499 |
+
477 train 7.449081 (lr=3.4009e-04) (hash(x)=5199845)
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| 500 |
+
478 train 7.520986 (lr=3.3950e-04) (hash(x)=6482073)
|
| 501 |
+
479 train 7.604218 (lr=3.3891e-04) (hash(x)=6839867)
|
| 502 |
+
480 train 7.603945 (lr=3.3831e-04) (hash(x)=7073454)
|
| 503 |
+
481 train 7.904164 (lr=3.3771e-04) (hash(x)=6928712)
|
| 504 |
+
482 train 7.573225 (lr=3.3711e-04) (hash(x)=5962982)
|
| 505 |
+
483 train 7.646687 (lr=3.3651e-04) (hash(x)=8426992)
|
| 506 |
+
484 train 7.570432 (lr=3.3590e-04) (hash(x)=6422394)
|
| 507 |
+
485 train 7.563037 (lr=3.3530e-04) (hash(x)=5330355)
|
| 508 |
+
486 train 7.035078 (lr=3.3469e-04) (hash(x)=4111491)
|
| 509 |
+
487 train 7.035528 (lr=3.3408e-04) (hash(x)=4916928)
|
| 510 |
+
488 train 7.207923 (lr=3.3346e-04) (hash(x)=6610244)
|
| 511 |
+
489 train 7.738671 (lr=3.3285e-04) (hash(x)=7287928)
|
| 512 |
+
490 train 7.586032 (lr=3.3223e-04) (hash(x)=6525083)
|
| 513 |
+
491 train 7.549232 (lr=3.3161e-04) (hash(x)=6484050)
|
| 514 |
+
492 train 7.689845 (lr=3.3099e-04) (hash(x)=6573424)
|
| 515 |
+
493 train 7.540273 (lr=3.3036e-04) (hash(x)=5062850)
|
| 516 |
+
494 train 7.517158 (lr=3.2973e-04) (hash(x)=6215995)
|
| 517 |
+
495 train 7.628617 (lr=3.2911e-04) (hash(x)=8353379)
|
| 518 |
+
496 train 7.506550 (lr=3.2847e-04) (hash(x)=6344823)
|
| 519 |
+
497 train 7.503284 (lr=3.2784e-04) (hash(x)=6805358)
|
| 520 |
+
498 train 7.402885 (lr=3.2721e-04) (hash(x)=6018070)
|
| 521 |
+
499 train 7.670665 (lr=3.2657e-04) (hash(x)=6552510)
|
| 522 |
+
500 val loss 7.5385
|
| 523 |
+
500 val perplexity 1878.9983
|
| 524 |
+
500 train 7.472359 (lr=3.2593e-04) (hash(x)=7218108)
|
| 525 |
+
501 train 7.663666 (lr=3.2529e-04) (hash(x)=5105545)
|
| 526 |
+
502 train 7.650087 (lr=3.2464e-04) (hash(x)=5997860)
|
| 527 |
+
503 train 7.435174 (lr=3.2400e-04) (hash(x)=4838871)
|
| 528 |
+
504 train 7.471886 (lr=3.2335e-04) (hash(x)=7105888)
|
| 529 |
+
505 train 7.803447 (lr=3.2270e-04) (hash(x)=5945286)
|
| 530 |
+
506 train 6.972367 (lr=3.2205e-04) (hash(x)=4381720)
|
| 531 |
+
507 train 6.651798 (lr=3.2140e-04) (hash(x)=3021697)
|
| 532 |
+
508 train 7.056805 (lr=3.2074e-04) (hash(x)=6826973)
|
| 533 |
+
509 train 7.653838 (lr=3.2008e-04) (hash(x)=6443070)
|
| 534 |
+
510 train 7.341478 (lr=3.1943e-04) (hash(x)=5520637)
|
| 535 |
+
511 train 7.597086 (lr=3.1876e-04) (hash(x)=6795665)
|
| 536 |
+
512 train 7.391040 (lr=3.1810e-04) (hash(x)=6063891)
|
| 537 |
+
513 train 7.892898 (lr=3.1744e-04) (hash(x)=7683068)
|
| 538 |
+
514 train 7.155515 (lr=3.1677e-04) (hash(x)=5526694)
|
| 539 |
+
515 train 7.179341 (lr=3.1610e-04) (hash(x)=5486935)
|
| 540 |
+
516 train 7.567066 (lr=3.1543e-04) (hash(x)=6002252)
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| 541 |
+
517 train 7.534157 (lr=3.1476e-04) (hash(x)=6115232)
|
| 542 |
+
518 train 7.810001 (lr=3.1408e-04) (hash(x)=9039136)
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| 543 |
+
519 train 7.467688 (lr=3.1341e-04) (hash(x)=6678038)
|
| 544 |
+
520 train 7.619728 (lr=3.1273e-04) (hash(x)=5383926)
|
| 545 |
+
521 train 7.672162 (lr=3.1205e-04) (hash(x)=5747629)
|
| 546 |
+
522 train 7.557688 (lr=3.1137e-04) (hash(x)=7090040)
|
| 547 |
+
523 train 7.751288 (lr=3.1069e-04) (hash(x)=6657714)
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| 548 |
+
524 train 7.519429 (lr=3.1000e-04) (hash(x)=5414034)
|
| 549 |
+
525 train 7.539899 (lr=3.0931e-04) (hash(x)=6190642)
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| 550 |
+
526 train 7.662959 (lr=3.0862e-04) (hash(x)=7431177)
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| 551 |
+
527 train 7.527627 (lr=3.0793e-04) (hash(x)=6112215)
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| 552 |
+
528 train 7.646883 (lr=3.0724e-04) (hash(x)=6785874)
|
| 553 |
+
529 train 7.409170 (lr=3.0655e-04) (hash(x)=7314989)
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| 554 |
+
530 train 7.627702 (lr=3.0585e-04) (hash(x)=6222614)
|
| 555 |
+
531 train 7.712043 (lr=3.0516e-04) (hash(x)=8353143)
|
| 556 |
+
532 train 7.794209 (lr=3.0446e-04) (hash(x)=6752498)
|
| 557 |
+
533 train 7.523862 (lr=3.0376e-04) (hash(x)=5912570)
|
| 558 |
+
534 train 7.683999 (lr=3.0306e-04) (hash(x)=5621785)
|
| 559 |
+
535 train 7.583555 (lr=3.0235e-04) (hash(x)=5915361)
|
| 560 |
+
536 train 7.408762 (lr=3.0165e-04) (hash(x)=6853672)
|
| 561 |
+
537 train 7.357994 (lr=3.0094e-04) (hash(x)=6369494)
|
| 562 |
+
538 train 7.551110 (lr=3.0023e-04) (hash(x)=6039652)
|
| 563 |
+
539 train 7.680251 (lr=2.9952e-04) (hash(x)=6254885)
|
| 564 |
+
540 train 7.523490 (lr=2.9881e-04) (hash(x)=5829860)
|
| 565 |
+
541 train 7.459058 (lr=2.9810e-04) (hash(x)=5425120)
|
| 566 |
+
542 train 7.214892 (lr=2.9738e-04) (hash(x)=5209746)
|
| 567 |
+
543 train 7.830770 (lr=2.9667e-04) (hash(x)=5771588)
|
| 568 |
+
544 train 7.543005 (lr=2.9595e-04) (hash(x)=8298790)
|
| 569 |
+
545 train 7.579824 (lr=2.9523e-04) (hash(x)=6763967)
|
| 570 |
+
546 train 7.572336 (lr=2.9451e-04) (hash(x)=4882397)
|
| 571 |
+
547 train 7.336516 (lr=2.9379e-04) (hash(x)=5561507)
|
| 572 |
+
548 train 7.339019 (lr=2.9307e-04) (hash(x)=5762755)
|
| 573 |
+
549 train 7.460457 (lr=2.9234e-04) (hash(x)=7081151)
|
| 574 |
+
550 val loss 7.4936
|
| 575 |
+
550 val perplexity 1796.4297
|
| 576 |
+
550 train 7.356226 (lr=2.9162e-04) (hash(x)=5047520)
|
| 577 |
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594 train 7.791656 (lr=2.5851e-04) (hash(x)=6741270)
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| 625 |
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599 train 7.613657 (lr=2.5463e-04) (hash(x)=7295165)
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| 626 |
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600 val loss 7.5941
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| 627 |
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600 val perplexity 1986.3958
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| 628 |
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601 train 7.626319 (lr=2.5307e-04) (hash(x)=4913602)
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606 train 7.718560 (lr=2.4917e-04) (hash(x)=6481002)
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| 635 |
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607 train 7.384568 (lr=2.4839e-04) (hash(x)=6267424)
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608 train 7.670825 (lr=2.4761e-04) (hash(x)=7665306)
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610 train 7.607079 (lr=2.4604e-04) (hash(x)=7039197)
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612 train 7.734481 (lr=2.4448e-04) (hash(x)=6993846)
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613 train 7.768439 (lr=2.4369e-04) (hash(x)=5900143)
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614 train 7.634926 (lr=2.4291e-04) (hash(x)=4841318)
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615 train 7.609076 (lr=2.4212e-04) (hash(x)=5270452)
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616 train 7.519147 (lr=2.4133e-04) (hash(x)=5955026)
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617 train 7.589430 (lr=2.4055e-04) (hash(x)=8617707)
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618 train 7.421934 (lr=2.3976e-04) (hash(x)=5159401)
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619 train 7.433770 (lr=2.3897e-04) (hash(x)=6420820)
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620 train 7.409893 (lr=2.3818e-04) (hash(x)=6628863)
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621 train 7.219546 (lr=2.3740e-04) (hash(x)=6215930)
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622 train 7.556403 (lr=2.3661e-04) (hash(x)=5248645)
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623 train 7.451512 (lr=2.3582e-04) (hash(x)=6305297)
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624 train 8.019797 (lr=2.3503e-04) (hash(x)=6989704)
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626 train 7.409697 (lr=2.3345e-04) (hash(x)=6367688)
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627 train 7.472428 (lr=2.3266e-04) (hash(x)=7889849)
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628 train 7.642259 (lr=2.3187e-04) (hash(x)=7334719)
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629 train 7.769471 (lr=2.3108e-04) (hash(x)=6141721)
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630 train 8.547319 (lr=2.3029e-04) (hash(x)=5056572)
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631 train 7.972347 (lr=2.2950e-04) (hash(x)=6040077)
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632 train 8.060642 (lr=2.2871e-04) (hash(x)=6866651)
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633 train 8.293114 (lr=2.2792e-04) (hash(x)=6155449)
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634 train 7.873876 (lr=2.2713e-04) (hash(x)=6690174)
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635 train 7.580360 (lr=2.2633e-04) (hash(x)=5652497)
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636 train 7.625008 (lr=2.2554e-04) (hash(x)=5931050)
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637 train 7.704155 (lr=2.2475e-04) (hash(x)=6961314)
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638 train 7.488312 (lr=2.2396e-04) (hash(x)=5973636)
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| 667 |
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639 train 7.489496 (lr=2.2317e-04) (hash(x)=7130251)
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| 668 |
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640 train 7.263834 (lr=2.2238e-04) (hash(x)=7503390)
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| 669 |
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641 train 7.272105 (lr=2.2158e-04) (hash(x)=5927461)
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| 670 |
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642 train 7.510231 (lr=2.2079e-04) (hash(x)=6196741)
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| 671 |
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643 train 7.378845 (lr=2.2000e-04) (hash(x)=6610177)
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| 672 |
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644 train 7.352052 (lr=2.1921e-04) (hash(x)=6635147)
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| 673 |
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645 train 7.656536 (lr=2.1842e-04) (hash(x)=7277580)
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| 674 |
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646 train 7.282983 (lr=2.1762e-04) (hash(x)=5050080)
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647 train 7.363386 (lr=2.1683e-04) (hash(x)=6508350)
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648 train 7.595304 (lr=2.1604e-04) (hash(x)=5276338)
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| 677 |
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649 train 7.743566 (lr=2.1525e-04) (hash(x)=6536034)
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| 678 |
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650 val loss 7.4993
|
| 679 |
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650 val perplexity 1806.7867
|
| 680 |
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650 train 7.540031 (lr=2.1446e-04) (hash(x)=6944772)
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| 681 |
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651 train 7.556524 (lr=2.1367e-04) (hash(x)=6994983)
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| 682 |
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652 train 7.513436 (lr=2.1287e-04) (hash(x)=7172017)
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653 train 7.572359 (lr=2.1208e-04) (hash(x)=8700721)
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654 train 7.562931 (lr=2.1129e-04) (hash(x)=6774360)
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655 train 7.394775 (lr=2.1050e-04) (hash(x)=5859576)
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| 686 |
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656 train 7.122480 (lr=2.0971e-04) (hash(x)=5899275)
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| 687 |
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657 train 7.059240 (lr=2.0892e-04) (hash(x)=5264962)
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| 688 |
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658 train 6.860204 (lr=2.0813e-04) (hash(x)=5679861)
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| 689 |
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659 train 7.304075 (lr=2.0734e-04) (hash(x)=5487065)
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| 690 |
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660 train 7.066036 (lr=2.0655e-04) (hash(x)=4239476)
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| 692 |
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662 train 7.522326 (lr=2.0497e-04) (hash(x)=5883465)
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| 693 |
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663 train 7.277260 (lr=2.0418e-04) (hash(x)=4892065)
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| 694 |
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664 train 7.116191 (lr=2.0339e-04) (hash(x)=5858782)
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| 695 |
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665 train 7.418376 (lr=2.0260e-04) (hash(x)=5489496)
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| 696 |
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666 train 7.080954 (lr=2.0182e-04) (hash(x)=4485195)
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| 697 |
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667 train 7.119433 (lr=2.0103e-04) (hash(x)=4933674)
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| 698 |
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668 train 7.377406 (lr=2.0024e-04) (hash(x)=5746292)
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| 699 |
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669 train 7.380608 (lr=1.9945e-04) (hash(x)=7021003)
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| 700 |
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670 train 7.578075 (lr=1.9867e-04) (hash(x)=5876710)
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| 701 |
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671 train 7.622410 (lr=1.9788e-04) (hash(x)=7317289)
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| 702 |
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672 train 7.732048 (lr=1.9709e-04) (hash(x)=5598226)
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673 train 7.517103 (lr=1.9631e-04) (hash(x)=7869305)
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| 704 |
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674 train 7.592114 (lr=1.9552e-04) (hash(x)=6611408)
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675 train 7.565008 (lr=1.9474e-04) (hash(x)=6811522)
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676 train 7.554715 (lr=1.9396e-04) (hash(x)=6704714)
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677 train 7.417961 (lr=1.9317e-04) (hash(x)=6601423)
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678 train 7.628778 (lr=1.9239e-04) (hash(x)=6726071)
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| 709 |
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679 train 7.073271 (lr=1.9161e-04) (hash(x)=5510218)
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| 710 |
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680 train 7.881392 (lr=1.9083e-04) (hash(x)=7950952)
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| 711 |
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681 train 7.560656 (lr=1.9004e-04) (hash(x)=7180298)
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682 train 7.378563 (lr=1.8926e-04) (hash(x)=6068813)
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| 713 |
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683 train 7.513981 (lr=1.8848e-04) (hash(x)=7304235)
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| 714 |
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684 train 7.530277 (lr=1.8770e-04) (hash(x)=7441806)
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685 train 7.653310 (lr=1.8693e-04) (hash(x)=8111920)
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686 train 8.254439 (lr=1.8615e-04) (hash(x)=6222783)
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687 train 7.511406 (lr=1.8537e-04) (hash(x)=6752265)
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| 718 |
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688 train 7.330371 (lr=1.8459e-04) (hash(x)=6147634)
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| 719 |
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689 train 7.367846 (lr=1.8382e-04) (hash(x)=6788720)
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| 720 |
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690 train 7.493330 (lr=1.8304e-04) (hash(x)=6413518)
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| 721 |
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691 train 7.387491 (lr=1.8227e-04) (hash(x)=5994476)
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| 722 |
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692 train 7.327689 (lr=1.8149e-04) (hash(x)=5462082)
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| 723 |
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693 train 7.312479 (lr=1.8072e-04) (hash(x)=5862533)
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| 724 |
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694 train 7.480178 (lr=1.7995e-04) (hash(x)=7132796)
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| 725 |
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695 train 7.392669 (lr=1.7917e-04) (hash(x)=6530867)
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| 726 |
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696 train 7.427022 (lr=1.7840e-04) (hash(x)=7932207)
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| 727 |
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697 train 7.381664 (lr=1.7763e-04) (hash(x)=5914734)
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| 728 |
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698 train 7.570195 (lr=1.7686e-04) (hash(x)=6361594)
|
| 729 |
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699 train 7.522934 (lr=1.7610e-04) (hash(x)=5746260)
|
| 730 |
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700 val loss 7.4286
|
| 731 |
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700 val perplexity 1683.3726
|
| 732 |
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700 train 7.453722 (lr=1.7533e-04) (hash(x)=7065743)
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| 733 |
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701 train 7.390742 (lr=1.7456e-04) (hash(x)=6856097)
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| 734 |
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702 train 7.463803 (lr=1.7380e-04) (hash(x)=7588648)
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| 735 |
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703 train 7.390601 (lr=1.7303e-04) (hash(x)=5790078)
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| 736 |
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704 train 7.385214 (lr=1.7227e-04) (hash(x)=6069422)
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| 737 |
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705 train 7.735109 (lr=1.7150e-04) (hash(x)=5805002)
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| 738 |
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706 train 7.402860 (lr=1.7074e-04) (hash(x)=5344711)
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| 739 |
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707 train 7.274633 (lr=1.6998e-04) (hash(x)=6430135)
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708 train 7.365939 (lr=1.6922e-04) (hash(x)=6317763)
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709 train 7.301821 (lr=1.6846e-04) (hash(x)=6156715)
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710 train 7.646048 (lr=1.6770e-04) (hash(x)=6321494)
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711 train 7.687255 (lr=1.6694e-04) (hash(x)=7614023)
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712 train 7.692809 (lr=1.6619e-04) (hash(x)=6740380)
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| 745 |
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713 train 7.522471 (lr=1.6543e-04) (hash(x)=4861744)
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714 train 7.374860 (lr=1.6468e-04) (hash(x)=6542179)
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715 train 7.430492 (lr=1.6393e-04) (hash(x)=5244861)
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716 train 7.552281 (lr=1.6317e-04) (hash(x)=7306636)
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717 train 7.379325 (lr=1.6242e-04) (hash(x)=7163697)
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723 train 7.333190 (lr=1.5794e-04) (hash(x)=6415565)
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728 train 7.603070 (lr=1.5424e-04) (hash(x)=6736612)
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729 train 7.464903 (lr=1.5350e-04) (hash(x)=6733560)
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730 train 7.637909 (lr=1.5277e-04) (hash(x)=4877208)
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732 train 7.215689 (lr=1.5130e-04) (hash(x)=6533769)
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741 train 7.536925 (lr=1.4477e-04) (hash(x)=5869339)
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742 train 7.941216 (lr=1.4405e-04) (hash(x)=7948065)
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747 train 7.456671 (lr=1.4048e-04) (hash(x)=6163272)
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748 train 7.490024 (lr=1.3977e-04) (hash(x)=7025209)
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749 train 7.333843 (lr=1.3906e-04) (hash(x)=5774172)
|
| 782 |
+
750 val loss 7.3960
|
| 783 |
+
750 val perplexity 1629.4705
|
| 784 |
+
750 train 7.503047 (lr=1.3835e-04) (hash(x)=5327301)
|
| 785 |
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751 train 7.291592 (lr=1.3765e-04) (hash(x)=5676768)
|
| 786 |
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752 train 6.999124 (lr=1.3694e-04) (hash(x)=4823304)
|
| 787 |
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753 train 7.102332 (lr=1.3624e-04) (hash(x)=6443895)
|
| 788 |
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754 train 7.922614 (lr=1.3554e-04) (hash(x)=8032890)
|
| 789 |
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755 train 7.967155 (lr=1.3484e-04) (hash(x)=6090561)
|
| 790 |
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756 train 7.320749 (lr=1.3415e-04) (hash(x)=4514262)
|
| 791 |
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757 train 7.754841 (lr=1.3345e-04) (hash(x)=7788628)
|
| 792 |
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758 train 7.693462 (lr=1.3276e-04) (hash(x)=7239456)
|
| 793 |
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759 train 7.744527 (lr=1.3207e-04) (hash(x)=5863092)
|
| 794 |
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760 train 7.414846 (lr=1.3138e-04) (hash(x)=5572628)
|
| 795 |
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761 train 7.481321 (lr=1.3069e-04) (hash(x)=7141354)
|
| 796 |
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762 train 7.679090 (lr=1.3000e-04) (hash(x)=7272638)
|
| 797 |
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763 train 7.548131 (lr=1.2931e-04) (hash(x)=7201312)
|
| 798 |
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764 train 7.542058 (lr=1.2863e-04) (hash(x)=6015388)
|
| 799 |
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765 train 7.633627 (lr=1.2795e-04) (hash(x)=6414278)
|
| 800 |
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766 train 7.389520 (lr=1.2727e-04) (hash(x)=7137466)
|
| 801 |
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767 train 7.992478 (lr=1.2659e-04) (hash(x)=7019489)
|
| 802 |
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768 train 7.542756 (lr=1.2592e-04) (hash(x)=7233453)
|
| 803 |
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769 train 7.249399 (lr=1.2524e-04) (hash(x)=7914626)
|
| 804 |
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770 train 7.352845 (lr=1.2457e-04) (hash(x)=5764080)
|
| 805 |
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771 train 7.396888 (lr=1.2390e-04) (hash(x)=6225608)
|
| 806 |
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772 train 7.448322 (lr=1.2323e-04) (hash(x)=8097255)
|
| 807 |
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773 train 7.464288 (lr=1.2256e-04) (hash(x)=5998078)
|
| 808 |
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774 train 7.598824 (lr=1.2190e-04) (hash(x)=5416254)
|
| 809 |
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775 train 7.305884 (lr=1.2124e-04) (hash(x)=5483019)
|
| 810 |
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776 train 7.075982 (lr=1.2057e-04) (hash(x)=4702208)
|
| 811 |
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777 train 7.426601 (lr=1.1992e-04) (hash(x)=5911642)
|
| 812 |
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778 train 7.462656 (lr=1.1926e-04) (hash(x)=6132487)
|
| 813 |
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779 train 7.602303 (lr=1.1860e-04) (hash(x)=5903258)
|
| 814 |
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780 train 7.524452 (lr=1.1795e-04) (hash(x)=7915382)
|
| 815 |
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781 train 7.529359 (lr=1.1730e-04) (hash(x)=5632006)
|
| 816 |
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782 train 7.327503 (lr=1.1665e-04) (hash(x)=6518211)
|
| 817 |
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783 train 7.411739 (lr=1.1600e-04) (hash(x)=5968716)
|
| 818 |
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784 train 7.534944 (lr=1.1536e-04) (hash(x)=7344525)
|
| 819 |
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785 train 7.436255 (lr=1.1471e-04) (hash(x)=6401968)
|
| 820 |
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786 train 7.360393 (lr=1.1407e-04) (hash(x)=6276127)
|
| 821 |
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787 train 7.465710 (lr=1.1343e-04) (hash(x)=5778017)
|
| 822 |
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788 train 7.023957 (lr=1.1279e-04) (hash(x)=5387306)
|
| 823 |
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789 train 6.992826 (lr=1.1216e-04) (hash(x)=5772567)
|
| 824 |
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790 train 7.221425 (lr=1.1153e-04) (hash(x)=6383748)
|
| 825 |
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791 train 7.493791 (lr=1.1089e-04) (hash(x)=7780194)
|
| 826 |
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792 train 7.362870 (lr=1.1027e-04) (hash(x)=7119030)
|
| 827 |
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793 train 7.496387 (lr=1.0964e-04) (hash(x)=6424771)
|
| 828 |
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794 train 7.302902 (lr=1.0901e-04) (hash(x)=6540151)
|
| 829 |
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795 train 7.295705 (lr=1.0839e-04) (hash(x)=6140998)
|
| 830 |
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796 train 7.391833 (lr=1.0777e-04) (hash(x)=6208271)
|
| 831 |
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797 train 7.261333 (lr=1.0715e-04) (hash(x)=7859566)
|
| 832 |
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798 train 7.814253 (lr=1.0654e-04) (hash(x)=7064477)
|
| 833 |
+
799 train 7.040195 (lr=1.0592e-04) (hash(x)=3784321)
|
| 834 |
+
800 val loss 7.3842
|
| 835 |
+
800 val perplexity 1610.3484
|
| 836 |
+
800 train 7.389319 (lr=1.0531e-04) (hash(x)=4472758)
|
| 837 |
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801 train 7.322342 (lr=1.0470e-04) (hash(x)=5557891)
|
| 838 |
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802 train 7.455420 (lr=1.0410e-04) (hash(x)=7969325)
|
| 839 |
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803 train 7.474804 (lr=1.0349e-04) (hash(x)=5860821)
|
| 840 |
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804 train 7.479715 (lr=1.0289e-04) (hash(x)=6750848)
|
| 841 |
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805 train 7.432245 (lr=1.0229e-04) (hash(x)=5674826)
|
| 842 |
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806 train 7.225125 (lr=1.0169e-04) (hash(x)=5529163)
|
| 843 |
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807 train 7.610019 (lr=1.0109e-04) (hash(x)=7774109)
|
| 844 |
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808 train 7.402578 (lr=1.0050e-04) (hash(x)=6762509)
|
| 845 |
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809 train 7.511266 (lr=9.9910e-05) (hash(x)=5466449)
|
| 846 |
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810 train 7.366781 (lr=9.9321e-05) (hash(x)=7046935)
|
| 847 |
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811 train 8.244202 (lr=9.8735e-05) (hash(x)=7997664)
|
| 848 |
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812 train 7.527016 (lr=9.8151e-05) (hash(x)=6882594)
|
| 849 |
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813 train 7.705925 (lr=9.7569e-05) (hash(x)=7006517)
|
| 850 |
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814 train 7.564469 (lr=9.6990e-05) (hash(x)=6832530)
|
| 851 |
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815 train 7.388801 (lr=9.6413e-05) (hash(x)=6576749)
|
| 852 |
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816 train 7.497406 (lr=9.5838e-05) (hash(x)=8276629)
|
| 853 |
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817 train 7.316368 (lr=9.5266e-05) (hash(x)=6896198)
|
| 854 |
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818 train 7.508495 (lr=9.4696e-05) (hash(x)=5829252)
|
| 855 |
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819 train 7.657996 (lr=9.4129e-05) (hash(x)=7266655)
|
| 856 |
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820 train 7.383558 (lr=9.3564e-05) (hash(x)=6015975)
|
| 857 |
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821 train 7.364309 (lr=9.3001e-05) (hash(x)=5696696)
|
| 858 |
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822 train 7.410369 (lr=9.2441e-05) (hash(x)=5411666)
|
| 859 |
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823 train 7.629680 (lr=9.1884e-05) (hash(x)=7072404)
|
| 860 |
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824 train 7.315626 (lr=9.1328e-05) (hash(x)=4910095)
|
| 861 |
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825 train 7.424473 (lr=9.0776e-05) (hash(x)=6590657)
|
| 862 |
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826 train 7.353024 (lr=9.0226e-05) (hash(x)=7665574)
|
| 863 |
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827 train 7.405118 (lr=8.9678e-05) (hash(x)=6626459)
|
| 864 |
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828 train 7.428163 (lr=8.9133e-05) (hash(x)=6731971)
|
| 865 |
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829 train 7.423668 (lr=8.8591e-05) (hash(x)=5644977)
|
| 866 |
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830 train 7.382772 (lr=8.8051e-05) (hash(x)=6238654)
|
| 867 |
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831 train 7.264947 (lr=8.7513e-05) (hash(x)=6556025)
|
| 868 |
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832 train 7.580822 (lr=8.6978e-05) (hash(x)=7175563)
|
| 869 |
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833 train 7.459033 (lr=8.6446e-05) (hash(x)=6407492)
|
| 870 |
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834 train 7.285389 (lr=8.5916e-05) (hash(x)=4934335)
|
| 871 |
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835 train 7.300157 (lr=8.5389e-05) (hash(x)=5942129)
|
| 872 |
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836 train 7.337029 (lr=8.4865e-05) (hash(x)=5995643)
|
| 873 |
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837 train 7.404269 (lr=8.4343e-05) (hash(x)=6012163)
|
| 874 |
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838 train 7.545713 (lr=8.3824e-05) (hash(x)=8464831)
|
| 875 |
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839 train 7.774149 (lr=8.3307e-05) (hash(x)=7325027)
|
| 876 |
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840 train 7.636600 (lr=8.2793e-05) (hash(x)=6785865)
|
| 877 |
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841 train 7.550599 (lr=8.2282e-05) (hash(x)=4425520)
|
| 878 |
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842 train 7.334558 (lr=8.1773e-05) (hash(x)=5388267)
|
| 879 |
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843 train 7.595325 (lr=8.1267e-05) (hash(x)=7322467)
|
| 880 |
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844 train 7.362306 (lr=8.0764e-05) (hash(x)=6681766)
|
| 881 |
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845 train 7.458833 (lr=8.0263e-05) (hash(x)=7482800)
|
| 882 |
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846 train 7.374401 (lr=7.9765e-05) (hash(x)=5554493)
|
| 883 |
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847 train 7.599457 (lr=7.9270e-05) (hash(x)=6373412)
|
| 884 |
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848 train 7.021658 (lr=7.8778e-05) (hash(x)=5117517)
|
| 885 |
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849 train 7.258224 (lr=7.8288e-05) (hash(x)=6981426)
|
| 886 |
+
850 val loss 7.3779
|
| 887 |
+
850 val perplexity 1600.2367
|
| 888 |
+
850 train 7.218916 (lr=7.7801e-05) (hash(x)=6886188)
|
| 889 |
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851 train 7.424624 (lr=7.7317e-05) (hash(x)=7332255)
|
| 890 |
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852 train 7.436696 (lr=7.6836e-05) (hash(x)=6172042)
|
| 891 |
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853 train 7.589216 (lr=7.6357e-05) (hash(x)=5930894)
|
| 892 |
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854 train 7.635510 (lr=7.5881e-05) (hash(x)=7448958)
|
| 893 |
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855 train 7.429552 (lr=7.5408e-05) (hash(x)=5262868)
|
| 894 |
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856 train 7.302075 (lr=7.4938e-05) (hash(x)=5558427)
|
| 895 |
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857 train 7.190957 (lr=7.4470e-05) (hash(x)=5585769)
|
| 896 |
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858 train 7.074392 (lr=7.4005e-05) (hash(x)=5838081)
|
| 897 |
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859 train 7.253884 (lr=7.3544e-05) (hash(x)=5688247)
|
| 898 |
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860 train 7.357229 (lr=7.3085e-05) (hash(x)=5162020)
|
| 899 |
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861 train 7.555761 (lr=7.2628e-05) (hash(x)=7462079)
|
| 900 |
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862 train 7.404220 (lr=7.2175e-05) (hash(x)=6516108)
|
| 901 |
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863 train 7.197952 (lr=7.1725e-05) (hash(x)=8055563)
|
| 902 |
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864 train 7.409320 (lr=7.1277e-05) (hash(x)=6271901)
|
| 903 |
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865 train 7.435908 (lr=7.0832e-05) (hash(x)=6221701)
|
| 904 |
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866 train 7.431785 (lr=7.0390e-05) (hash(x)=5772861)
|
| 905 |
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867 train 7.454789 (lr=6.9952e-05) (hash(x)=5352405)
|
| 906 |
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868 train 7.438743 (lr=6.9516e-05) (hash(x)=6111630)
|
| 907 |
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869 train 7.469532 (lr=6.9082e-05) (hash(x)=6730666)
|
| 908 |
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870 train 7.646123 (lr=6.8652e-05) (hash(x)=8698315)
|
| 909 |
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871 train 7.321314 (lr=6.8225e-05) (hash(x)=5932790)
|
| 910 |
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872 train 7.698706 (lr=6.7801e-05) (hash(x)=8099892)
|
| 911 |
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873 train 7.362211 (lr=6.7379e-05) (hash(x)=6223114)
|
| 912 |
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874 train 7.465238 (lr=6.6961e-05) (hash(x)=5798363)
|
| 913 |
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875 train 7.291901 (lr=6.6545e-05) (hash(x)=6249312)
|
| 914 |
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876 train 7.439408 (lr=6.6133e-05) (hash(x)=6929692)
|
| 915 |
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877 train 7.550559 (lr=6.5723e-05) (hash(x)=7242827)
|
| 916 |
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878 train 7.301716 (lr=6.5317e-05) (hash(x)=6332123)
|
| 917 |
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879 train 7.210484 (lr=6.4913e-05) (hash(x)=5680154)
|
| 918 |
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880 train 7.595014 (lr=6.4513e-05) (hash(x)=6352331)
|
| 919 |
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881 train 7.403541 (lr=6.4115e-05) (hash(x)=6332332)
|
| 920 |
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882 train 7.452321 (lr=6.3721e-05) (hash(x)=6180674)
|
| 921 |
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883 train 7.404085 (lr=6.3329e-05) (hash(x)=8156280)
|
| 922 |
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884 train 7.426672 (lr=6.2941e-05) (hash(x)=5874247)
|
| 923 |
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885 train 7.371298 (lr=6.2556e-05) (hash(x)=6659781)
|
| 924 |
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886 train 7.493792 (lr=6.2173e-05) (hash(x)=5780147)
|
| 925 |
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887 train 7.313876 (lr=6.1794e-05) (hash(x)=5914217)
|
| 926 |
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888 train 7.157481 (lr=6.1418e-05) (hash(x)=5411762)
|
| 927 |
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889 train 7.472383 (lr=6.1045e-05) (hash(x)=6714110)
|
| 928 |
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890 train 7.149372 (lr=6.0675e-05) (hash(x)=5999685)
|
| 929 |
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891 train 7.332294 (lr=6.0308e-05) (hash(x)=7120215)
|
| 930 |
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892 train 7.582332 (lr=5.9944e-05) (hash(x)=6546587)
|
| 931 |
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893 train 7.346202 (lr=5.9583e-05) (hash(x)=6593413)
|
| 932 |
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894 train 7.456257 (lr=5.9225e-05) (hash(x)=6369927)
|
| 933 |
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895 train 7.350650 (lr=5.8871e-05) (hash(x)=6424128)
|
| 934 |
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896 train 7.335809 (lr=5.8519e-05) (hash(x)=5736158)
|
| 935 |
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897 train 7.159677 (lr=5.8171e-05) (hash(x)=5903043)
|
| 936 |
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898 train 7.245536 (lr=5.7826e-05) (hash(x)=4419128)
|
| 937 |
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899 train 7.069800 (lr=5.7484e-05) (hash(x)=4390027)
|
| 938 |
+
900 val loss 7.3551
|
| 939 |
+
900 val perplexity 1564.1499
|
| 940 |
+
900 train 7.308222 (lr=5.7145e-05) (hash(x)=6728135)
|
| 941 |
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901 train 7.435823 (lr=5.6809e-05) (hash(x)=6945760)
|
| 942 |
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902 train 7.396671 (lr=5.6476e-05) (hash(x)=6081534)
|
| 943 |
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903 train 7.469185 (lr=5.6147e-05) (hash(x)=7804089)
|
| 944 |
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904 train 7.526792 (lr=5.5821e-05) (hash(x)=6225832)
|
| 945 |
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905 train 7.565935 (lr=5.5497e-05) (hash(x)=6273417)
|
| 946 |
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906 train 7.607038 (lr=5.5178e-05) (hash(x)=7775633)
|
| 947 |
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907 train 7.564097 (lr=5.4861e-05) (hash(x)=7130267)
|
| 948 |
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908 train 7.345338 (lr=5.4547e-05) (hash(x)=6554076)
|
| 949 |
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909 train 7.456250 (lr=5.4237e-05) (hash(x)=6140697)
|
| 950 |
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910 train 7.271626 (lr=5.3930e-05) (hash(x)=6128181)
|
| 951 |
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911 train 7.385910 (lr=5.3626e-05) (hash(x)=6490149)
|
| 952 |
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912 train 6.928421 (lr=5.3325e-05) (hash(x)=5422426)
|
| 953 |
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913 train 7.370100 (lr=5.3028e-05) (hash(x)=4847733)
|
| 954 |
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914 train 7.373724 (lr=5.2734e-05) (hash(x)=6349747)
|
| 955 |
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915 train 7.668162 (lr=5.2443e-05) (hash(x)=9276378)
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| 956 |
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916 train 7.275504 (lr=5.2155e-05) (hash(x)=6869524)
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| 957 |
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917 train 7.300123 (lr=5.1871e-05) (hash(x)=7082053)
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| 958 |
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918 train 7.355165 (lr=5.1589e-05) (hash(x)=7799351)
|
| 959 |
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919 train 7.519971 (lr=5.1311e-05) (hash(x)=6283540)
|
| 960 |
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920 train 7.304411 (lr=5.1037e-05) (hash(x)=6660860)
|
| 961 |
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921 train 7.242377 (lr=5.0765e-05) (hash(x)=5200956)
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| 962 |
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922 train 7.342465 (lr=5.0497e-05) (hash(x)=5653241)
|
| 963 |
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923 train 7.494324 (lr=5.0232e-05) (hash(x)=5781680)
|
| 964 |
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924 train 7.461452 (lr=4.9971e-05) (hash(x)=6146666)
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| 965 |
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925 train 7.314250 (lr=4.9712e-05) (hash(x)=8652907)
|
| 966 |
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926 train 7.114859 (lr=4.9457e-05) (hash(x)=5311546)
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| 967 |
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927 train 7.249785 (lr=4.9206e-05) (hash(x)=5728337)
|
| 968 |
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928 train 7.229902 (lr=4.8957e-05) (hash(x)=5413240)
|
| 969 |
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929 train 7.349687 (lr=4.8712e-05) (hash(x)=5832401)
|
| 970 |
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930 train 7.109508 (lr=4.8470e-05) (hash(x)=7420230)
|
| 971 |
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931 train 7.447092 (lr=4.8232e-05) (hash(x)=6278202)
|
| 972 |
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932 train 7.297539 (lr=4.7997e-05) (hash(x)=6189873)
|
| 973 |
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933 train 7.422616 (lr=4.7765e-05) (hash(x)=7403868)
|
| 974 |
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934 train 7.268861 (lr=4.7537e-05) (hash(x)=6867459)
|
| 975 |
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935 train 7.485469 (lr=4.7312e-05) (hash(x)=7400272)
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| 976 |
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936 train 7.508608 (lr=4.7090e-05) (hash(x)=7936275)
|
| 977 |
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937 train 7.229595 (lr=4.6871e-05) (hash(x)=5943413)
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| 978 |
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938 train 7.445310 (lr=4.6656e-05) (hash(x)=5442166)
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| 979 |
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939 train 7.338399 (lr=4.6445e-05) (hash(x)=5795128)
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940 train 7.523449 (lr=4.6236e-05) (hash(x)=6831680)
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| 981 |
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941 train 7.247817 (lr=4.6031e-05) (hash(x)=5519980)
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| 982 |
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942 train 7.243730 (lr=4.5830e-05) (hash(x)=6765461)
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| 983 |
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943 train 7.199632 (lr=4.5631e-05) (hash(x)=6473432)
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| 984 |
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944 train 7.178991 (lr=4.5437e-05) (hash(x)=6490395)
|
| 985 |
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945 train 7.411891 (lr=4.5245e-05) (hash(x)=5484669)
|
| 986 |
+
946 train 7.390506 (lr=4.5057e-05) (hash(x)=7278970)
|
| 987 |
+
947 train 7.377321 (lr=4.4872e-05) (hash(x)=5201502)
|
| 988 |
+
948 train 7.628700 (lr=4.4691e-05) (hash(x)=7277915)
|
| 989 |
+
949 train 7.284154 (lr=4.4513e-05) (hash(x)=7227057)
|
| 990 |
+
950 val loss 7.3435
|
| 991 |
+
950 val perplexity 1546.1652
|
| 992 |
+
950 train 7.572911 (lr=4.4338e-05) (hash(x)=8178996)
|
| 993 |
+
951 train 7.713424 (lr=4.4167e-05) (hash(x)=6922646)
|
| 994 |
+
952 train 7.215410 (lr=4.4000e-05) (hash(x)=5941772)
|
| 995 |
+
953 train 7.174014 (lr=4.3835e-05) (hash(x)=6056673)
|
| 996 |
+
954 train 7.589973 (lr=4.3674e-05) (hash(x)=6912178)
|
| 997 |
+
955 train 7.107974 (lr=4.3517e-05) (hash(x)=5484641)
|
| 998 |
+
956 train 7.452599 (lr=4.3363e-05) (hash(x)=5121117)
|
| 999 |
+
957 train 7.482172 (lr=4.3212e-05) (hash(x)=7100865)
|
| 1000 |
+
958 train 7.160964 (lr=4.3065e-05) (hash(x)=5334280)
|
| 1001 |
+
959 train 7.272405 (lr=4.2921e-05) (hash(x)=7277141)
|
| 1002 |
+
960 train 7.261897 (lr=4.2781e-05) (hash(x)=6401960)
|
| 1003 |
+
961 train 7.311950 (lr=4.2644e-05) (hash(x)=6407603)
|
| 1004 |
+
962 train 7.450472 (lr=4.2510e-05) (hash(x)=5786089)
|
| 1005 |
+
963 train 7.306540 (lr=4.2380e-05) (hash(x)=5604614)
|
| 1006 |
+
964 train 7.339895 (lr=4.2253e-05) (hash(x)=5454287)
|
| 1007 |
+
965 train 7.479698 (lr=4.2130e-05) (hash(x)=6200612)
|
| 1008 |
+
966 train 7.418107 (lr=4.2010e-05) (hash(x)=5691759)
|
| 1009 |
+
967 train 7.381812 (lr=4.1894e-05) (hash(x)=7443124)
|
| 1010 |
+
968 train 7.400855 (lr=4.1781e-05) (hash(x)=6711366)
|
| 1011 |
+
969 train 7.318673 (lr=4.1672e-05) (hash(x)=6728764)
|
| 1012 |
+
970 train 7.627553 (lr=4.1566e-05) (hash(x)=6870240)
|
| 1013 |
+
971 train 7.339466 (lr=4.1463e-05) (hash(x)=5601968)
|
| 1014 |
+
972 train 7.080988 (lr=4.1364e-05) (hash(x)=5311504)
|
| 1015 |
+
973 train 7.358827 (lr=4.1269e-05) (hash(x)=6877761)
|
| 1016 |
+
974 train 7.431441 (lr=4.1177e-05) (hash(x)=6457033)
|
| 1017 |
+
975 train 7.382578 (lr=4.1088e-05) (hash(x)=5632735)
|
| 1018 |
+
976 train 7.576962 (lr=4.1003e-05) (hash(x)=6024880)
|
| 1019 |
+
977 train 7.265551 (lr=4.0921e-05) (hash(x)=5658845)
|
| 1020 |
+
978 train 7.156719 (lr=4.0843e-05) (hash(x)=6089461)
|
| 1021 |
+
979 train 7.201392 (lr=4.0768e-05) (hash(x)=5594810)
|
| 1022 |
+
980 train 7.007952 (lr=4.0697e-05) (hash(x)=4667026)
|
| 1023 |
+
981 train 6.872203 (lr=4.0629e-05) (hash(x)=4738523)
|
| 1024 |
+
982 train 7.193507 (lr=4.0564e-05) (hash(x)=7451876)
|
| 1025 |
+
983 train 7.457832 (lr=4.0503e-05) (hash(x)=5881015)
|
| 1026 |
+
984 train 7.443588 (lr=4.0446e-05) (hash(x)=6255031)
|
| 1027 |
+
985 train 7.263505 (lr=4.0392e-05) (hash(x)=5263325)
|
| 1028 |
+
986 train 7.258874 (lr=4.0341e-05) (hash(x)=6654585)
|
| 1029 |
+
987 train 7.319571 (lr=4.0294e-05) (hash(x)=6865361)
|
| 1030 |
+
988 train 7.416778 (lr=4.0251e-05) (hash(x)=6978986)
|
| 1031 |
+
989 train 7.520934 (lr=4.0211e-05) (hash(x)=5644619)
|
| 1032 |
+
990 train 7.341804 (lr=4.0174e-05) (hash(x)=6551023)
|
| 1033 |
+
991 train 7.284855 (lr=4.0141e-05) (hash(x)=5809411)
|
| 1034 |
+
992 train 7.375855 (lr=4.0112e-05) (hash(x)=5501837)
|
| 1035 |
+
993 train 7.392744 (lr=4.0085e-05) (hash(x)=7044374)
|
| 1036 |
+
994 train 7.355122 (lr=4.0063e-05) (hash(x)=6526130)
|
| 1037 |
+
995 train 7.469051 (lr=4.0044e-05) (hash(x)=6293025)
|
| 1038 |
+
996 train 7.465250 (lr=4.0028e-05) (hash(x)=6295768)
|
| 1039 |
+
997 train 7.271845 (lr=4.0016e-05) (hash(x)=5189023)
|
| 1040 |
+
998 train 7.086488 (lr=4.0007e-05) (hash(x)=6255467)
|
| 1041 |
+
999 val loss 7.3384
|
| 1042 |
+
999 val perplexity 1538.2334
|
| 1043 |
+
999 train 7.425029 (lr=4.0002e-05) (hash(x)=7232964)
|
lr4e-4_total_batch_size5120_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4c126dd7306ee2dfcdf417eb536f2a0053309bf30ac57039c4e3f17b6deefc5
|
| 3 |
+
size 36163010
|
lr4e-4_total_batch_size5120_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6c4d2d1dd845e521a51369f102393d366d5e09dfbc2ef525351c681af2a3e272
|
| 3 |
+
size 70764358
|