Dan Berrebbi
commited on
Commit
·
3655ef7
1
Parent(s):
344571f
Update model
Browse files- README.md +4002 -0
- data/nlsyms.txt +1 -0
- exp/asr_fine_tune5_100ep/RESULTS.md +29 -0
- exp/asr_fine_tune5_100ep/config.yaml +2003 -0
- exp/asr_fine_tune5_100ep/images/acc.png +0 -0
- exp/asr_fine_tune5_100ep/images/backward_time.png +0 -0
- exp/asr_fine_tune5_100ep/images/cer.png +0 -0
- exp/asr_fine_tune5_100ep/images/cer_ctc.png +0 -0
- exp/asr_fine_tune5_100ep/images/forward_time.png +0 -0
- exp/asr_fine_tune5_100ep/images/gpu_max_cached_mem_GB.png +0 -0
- exp/asr_fine_tune5_100ep/images/iter_time.png +0 -0
- exp/asr_fine_tune5_100ep/images/loss.png +0 -0
- exp/asr_fine_tune5_100ep/images/loss_att.png +0 -0
- exp/asr_fine_tune5_100ep/images/loss_ctc.png +0 -0
- exp/asr_fine_tune5_100ep/images/optim0_lr0.png +0 -0
- exp/asr_fine_tune5_100ep/images/optim_step_time.png +0 -0
- exp/asr_fine_tune5_100ep/images/train_time.png +0 -0
- exp/asr_fine_tune5_100ep/images/wer.png +0 -0
- exp/asr_fine_tune5_100ep/valid.acc.ave_10best.pth +3 -0
- exp/asr_stats_raw_zh_char/train/feats_stats.npz +0 -0
- exp/lm_nuit/config.yaml +1939 -0
- exp/lm_nuit/images/backward_time.png +0 -0
- exp/lm_nuit/images/forward_time.png +0 -0
- exp/lm_nuit/images/gpu_max_cached_mem_GB.png +0 -0
- exp/lm_nuit/images/iter_time.png +0 -0
- exp/lm_nuit/images/loss.png +0 -0
- exp/lm_nuit/images/optim0_lr0.png +0 -0
- exp/lm_nuit/images/optim_step_time.png +0 -0
- exp/lm_nuit/images/train_time.png +0 -0
- exp/lm_nuit/perplexity_test/ppl +1 -0
- exp/lm_nuit/valid.loss.ave_10best.pth +3 -0
- meta.yaml +10 -0
README.md
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|
|
| 1 |
+
---
|
| 2 |
+
tags:
|
| 3 |
+
- espnet
|
| 4 |
+
- audio
|
| 5 |
+
- automatic-speech-recognition
|
| 6 |
+
language: zh
|
| 7 |
+
datasets:
|
| 8 |
+
- aishell4
|
| 9 |
+
license: cc-by-4.0
|
| 10 |
+
---
|
| 11 |
+
## ESPnet2 ASR model
|
| 12 |
+
### `Dan_Berrebbi_aishell4_asr`
|
| 13 |
+
This model was trained by dan_berrebbi using aishell4 recipe in [espnet](https://github.com/espnet/espnet/).
|
| 14 |
+
### Demo: How to use in ESPnet2
|
| 15 |
+
```bash
|
| 16 |
+
cd espnet
|
| 17 |
+
git checkout da1a26652f7d5a019cc24ad1e0e6e844f2b57e1b
|
| 18 |
+
pip install -e .
|
| 19 |
+
cd egs2/aishell4/asr1
|
| 20 |
+
./run.sh --skip_data_prep false --skip_train true --download_model Dan_Berrebbi_aishell4_asr
|
| 21 |
+
```
|
| 22 |
+
<!-- Generated by scripts/utils/show_asr_result.sh -->
|
| 23 |
+
# RESULTS
|
| 24 |
+
## Environments
|
| 25 |
+
- date: `Tue Sep 21 09:36:01 EDT 2021`
|
| 26 |
+
- python version: `3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0]`
|
| 27 |
+
- espnet version: `espnet 0.10.3a1`
|
| 28 |
+
- pytorch version: `pytorch 1.9.0`
|
| 29 |
+
- Git hash: `7887faeabbc2299922267928e190ed89cb032a36`
|
| 30 |
+
- Commit date: `Mon Sep 20 16:25:02 2021 -0400`
|
| 31 |
+
|
| 32 |
+
## asr_fine_tune5_100ep
|
| 33 |
+
### WER
|
| 34 |
+
|
| 35 |
+
|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|
| 36 |
+
|---|---|---|---|---|---|---|---|---|
|
| 37 |
+
|decode_asr_rnn_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev|599|601|6.8|92.7|0.5|0.0|93.2|93.2|
|
| 38 |
+
|decode_transformer_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev|599|601|6.8|92.8|0.3|0.0|93.2|93.2|
|
| 39 |
+
|
| 40 |
+
### CER
|
| 41 |
+
|
| 42 |
+
|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|
| 43 |
+
|---|---|---|---|---|---|---|---|---|
|
| 44 |
+
|decode_asr_rnn_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev|599|15936|66.9|25.6|7.5|9.8|42.9|93.2|
|
| 45 |
+
|decode_transformer_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev|599|15936|64.7|27.6|7.7|11.0|46.3|93.2|
|
| 46 |
+
|
| 47 |
+
### TER
|
| 48 |
+
|
| 49 |
+
|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|
| 50 |
+
|---|---|---|---|---|---|---|---|---|
|
| 51 |
+
## ASR config
|
| 52 |
+
<details><summary>expand</summary>
|
| 53 |
+
```
|
| 54 |
+
config: conf/tuning/train_asr_conformer5.yaml
|
| 55 |
+
print_config: false
|
| 56 |
+
log_level: INFO
|
| 57 |
+
dry_run: false
|
| 58 |
+
iterator_type: sequence
|
| 59 |
+
output_dir: exp/asr_fine_tune5_100ep
|
| 60 |
+
ngpu: 1
|
| 61 |
+
seed: 0
|
| 62 |
+
num_workers: 1
|
| 63 |
+
num_att_plot: 3
|
| 64 |
+
dist_backend: nccl
|
| 65 |
+
dist_init_method: env://
|
| 66 |
+
dist_world_size: null
|
| 67 |
+
dist_rank: null
|
| 68 |
+
local_rank: 0
|
| 69 |
+
dist_master_addr: null
|
| 70 |
+
dist_master_port: null
|
| 71 |
+
dist_launcher: null
|
| 72 |
+
multiprocessing_distributed: false
|
| 73 |
+
unused_parameters: false
|
| 74 |
+
sharded_ddp: false
|
| 75 |
+
cudnn_enabled: true
|
| 76 |
+
cudnn_benchmark: false
|
| 77 |
+
cudnn_deterministic: true
|
| 78 |
+
collect_stats: false
|
| 79 |
+
write_collected_feats: false
|
| 80 |
+
max_epoch: 100
|
| 81 |
+
patience: null
|
| 82 |
+
val_scheduler_criterion:
|
| 83 |
+
- valid
|
| 84 |
+
- loss
|
| 85 |
+
early_stopping_criterion:
|
| 86 |
+
- valid
|
| 87 |
+
- loss
|
| 88 |
+
- min
|
| 89 |
+
best_model_criterion:
|
| 90 |
+
- - valid
|
| 91 |
+
- acc
|
| 92 |
+
- max
|
| 93 |
+
keep_nbest_models: 10
|
| 94 |
+
grad_clip: 3
|
| 95 |
+
grad_clip_type: 2.0
|
| 96 |
+
grad_noise: false
|
| 97 |
+
accum_grad: 1
|
| 98 |
+
no_forward_run: false
|
| 99 |
+
resume: true
|
| 100 |
+
train_dtype: float32
|
| 101 |
+
use_amp: false
|
| 102 |
+
log_interval: null
|
| 103 |
+
use_tensorboard: true
|
| 104 |
+
use_wandb: false
|
| 105 |
+
wandb_project: null
|
| 106 |
+
wandb_id: null
|
| 107 |
+
wandb_entity: null
|
| 108 |
+
wandb_name: null
|
| 109 |
+
wandb_model_log_interval: -1
|
| 110 |
+
detect_anomaly: false
|
| 111 |
+
pretrain_path: null
|
| 112 |
+
init_param: []
|
| 113 |
+
ignore_init_mismatch: false
|
| 114 |
+
freeze_param: []
|
| 115 |
+
num_iters_per_epoch: null
|
| 116 |
+
batch_size: 20
|
| 117 |
+
valid_batch_size: null
|
| 118 |
+
batch_bins: 10000000
|
| 119 |
+
valid_batch_bins: null
|
| 120 |
+
train_shape_file:
|
| 121 |
+
- exp/asr_stats_raw_zh_char/train/speech_shape
|
| 122 |
+
- exp/asr_stats_raw_zh_char/train/text_shape.char
|
| 123 |
+
valid_shape_file:
|
| 124 |
+
- exp/asr_stats_raw_zh_char/valid/speech_shape
|
| 125 |
+
- exp/asr_stats_raw_zh_char/valid/text_shape.char
|
| 126 |
+
batch_type: numel
|
| 127 |
+
valid_batch_type: null
|
| 128 |
+
fold_length:
|
| 129 |
+
- 51200
|
| 130 |
+
- 150
|
| 131 |
+
sort_in_batch: descending
|
| 132 |
+
sort_batch: descending
|
| 133 |
+
multiple_iterator: false
|
| 134 |
+
chunk_length: 500
|
| 135 |
+
chunk_shift_ratio: 0.5
|
| 136 |
+
num_cache_chunks: 1024
|
| 137 |
+
train_data_path_and_name_and_type:
|
| 138 |
+
- - dump/raw/train_nodev/wav.scp
|
| 139 |
+
- speech
|
| 140 |
+
- sound
|
| 141 |
+
- - dump/raw/train_nodev/text
|
| 142 |
+
- text
|
| 143 |
+
- text
|
| 144 |
+
valid_data_path_and_name_and_type:
|
| 145 |
+
- - dump/raw/dev/wav.scp
|
| 146 |
+
- speech
|
| 147 |
+
- sound
|
| 148 |
+
- - dump/raw/dev/text
|
| 149 |
+
- text
|
| 150 |
+
- text
|
| 151 |
+
allow_variable_data_keys: false
|
| 152 |
+
max_cache_size: 0.0
|
| 153 |
+
max_cache_fd: 32
|
| 154 |
+
valid_max_cache_size: null
|
| 155 |
+
optim: adam
|
| 156 |
+
optim_conf:
|
| 157 |
+
lr: 4.0
|
| 158 |
+
scheduler: noamlr
|
| 159 |
+
scheduler_conf:
|
| 160 |
+
model_size: 256
|
| 161 |
+
warmup_steps: 25000
|
| 162 |
+
token_list:
|
| 163 |
+
- <blank>
|
| 164 |
+
- <unk>
|
| 165 |
+
- ,
|
| 166 |
+
- 的
|
| 167 |
+
- 是
|
| 168 |
+
- 个
|
| 169 |
+
- 这
|
| 170 |
+
- 一
|
| 171 |
+
- 。
|
| 172 |
+
- 就
|
| 173 |
+
- 儿
|
| 174 |
+
- 嗯
|
| 175 |
+
- 们
|
| 176 |
+
- 呃
|
| 177 |
+
- 我
|
| 178 |
+
- 有
|
| 179 |
+
- <sil>
|
| 180 |
+
- 那
|
| 181 |
+
- 说
|
| 182 |
+
- 不
|
| 183 |
+
- 些
|
| 184 |
+
- 也
|
| 185 |
+
- 他
|
| 186 |
+
- 你
|
| 187 |
+
- 要
|
| 188 |
+
- 后
|
| 189 |
+
- 以
|
| 190 |
+
- 咱
|
| 191 |
+
- 在
|
| 192 |
+
- 啊
|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
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|
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|
| 356 |
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|
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|
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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| 363 |
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|
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|
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|
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|
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| 372 |
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|
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| 375 |
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|
| 376 |
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| 377 |
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|
| 378 |
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|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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|
| 386 |
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|
| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
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|
| 395 |
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|
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| 397 |
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|
| 398 |
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|
| 399 |
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|
| 400 |
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|
| 402 |
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|
| 403 |
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| 404 |
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|
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|
| 409 |
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|
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|
| 411 |
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|
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|
| 414 |
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|
| 415 |
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|
| 416 |
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|
| 417 |
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|
| 418 |
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|
| 419 |
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|
| 420 |
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| 421 |
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|
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|
| 424 |
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|
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|
| 431 |
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| 1027 |
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| 1029 |
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| 1137 |
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|
| 1138 |
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|
| 1139 |
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|
| 1140 |
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|
| 1141 |
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|
| 1142 |
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|
| 1143 |
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|
| 1144 |
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|
| 1145 |
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|
| 1146 |
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|
| 1147 |
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|
| 1148 |
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|
| 1149 |
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|
| 1150 |
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|
| 1151 |
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|
| 1152 |
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|
| 1153 |
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|
| 1154 |
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|
| 1155 |
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|
| 1156 |
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|
| 1157 |
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|
| 1158 |
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|
| 1159 |
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|
| 1160 |
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|
| 1161 |
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|
| 1162 |
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|
| 1163 |
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|
| 1164 |
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|
| 1165 |
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|
| 1166 |
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|
| 1167 |
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|
| 1168 |
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|
| 1169 |
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|
| 1170 |
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|
| 1171 |
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|
| 1172 |
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|
| 1173 |
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|
| 1174 |
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|
| 1175 |
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|
| 1176 |
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|
| 1177 |
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|
| 1178 |
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|
| 1179 |
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|
| 1180 |
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|
| 1181 |
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|
| 1182 |
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|
| 1183 |
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|
| 1184 |
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|
| 1185 |
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|
| 1186 |
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|
| 1187 |
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|
| 1188 |
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|
| 1189 |
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|
| 1190 |
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|
| 1191 |
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|
| 1192 |
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|
| 1193 |
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|
| 1194 |
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|
| 1195 |
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|
| 1196 |
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|
| 1197 |
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|
| 1198 |
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|
| 1199 |
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|
| 1200 |
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|
| 1201 |
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|
| 1202 |
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|
| 1203 |
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|
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|
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|
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|
| 1207 |
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|
| 1208 |
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|
| 1209 |
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|
| 1210 |
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|
| 1211 |
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|
| 1212 |
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- ?
|
| 1213 |
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|
| 1214 |
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|
| 1215 |
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|
| 1216 |
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|
| 1217 |
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|
| 1218 |
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|
| 1219 |
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|
| 1220 |
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|
| 1221 |
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|
| 1222 |
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|
| 1223 |
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|
| 1224 |
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|
| 1225 |
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|
| 1226 |
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|
| 1227 |
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|
| 1228 |
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|
| 1229 |
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|
| 1230 |
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|
| 1231 |
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|
| 1232 |
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|
| 1233 |
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|
| 1234 |
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|
| 1235 |
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|
| 1236 |
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- V
|
| 1237 |
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|
| 1238 |
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|
| 1239 |
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|
| 1240 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1249 |
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|
| 1250 |
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|
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|
| 1255 |
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| 1256 |
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|
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|
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|
| 1262 |
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| 1263 |
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| 1264 |
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| 1265 |
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| 1267 |
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| 1268 |
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| 1269 |
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|
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|
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|
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|
| 1273 |
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| 1274 |
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| 1275 |
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|
| 1276 |
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|
| 1277 |
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|
| 1278 |
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| 1279 |
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|
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|
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|
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|
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|
| 1298 |
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|
| 1299 |
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| 1300 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1411 |
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|
| 1412 |
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|
| 1416 |
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|
| 1417 |
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|
| 1418 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1449 |
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|
| 1450 |
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|
| 1451 |
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|
| 1452 |
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|
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|
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|
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|
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|
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|
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|
| 1460 |
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|
| 1461 |
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|
| 1462 |
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|
| 1463 |
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|
| 1464 |
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|
| 1465 |
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|
| 1466 |
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|
| 1467 |
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|
| 1468 |
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|
| 1469 |
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|
| 1470 |
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|
| 1471 |
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|
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|
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|
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|
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|
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|
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|
| 1478 |
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|
| 1479 |
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|
| 1480 |
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|
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|
| 1482 |
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|
| 1483 |
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|
| 1484 |
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|
| 1485 |
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|
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|
| 1487 |
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|
| 1488 |
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|
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|
| 1490 |
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|
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|
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|
| 1493 |
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|
| 1494 |
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|
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|
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|
| 1497 |
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|
| 1498 |
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|
| 1499 |
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|
| 1500 |
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|
| 1501 |
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|
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|
| 1503 |
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|
| 1504 |
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|
| 1505 |
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|
| 1506 |
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|
| 1507 |
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|
| 1508 |
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|
| 1509 |
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|
| 1510 |
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|
| 1511 |
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|
| 1512 |
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|
| 1513 |
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|
| 1514 |
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|
| 1515 |
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|
| 1516 |
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|
| 1517 |
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|
| 1518 |
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|
| 1519 |
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|
| 1520 |
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|
| 1521 |
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|
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|
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|
| 1524 |
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|
| 1525 |
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|
| 1526 |
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|
| 1527 |
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|
| 1528 |
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|
| 1529 |
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|
| 1530 |
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|
| 1531 |
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|
| 1532 |
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|
| 1533 |
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|
| 1534 |
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|
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|
| 1536 |
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|
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|
| 1538 |
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|
| 1539 |
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|
| 1540 |
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|
| 1541 |
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|
| 1542 |
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|
| 1543 |
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|
| 1544 |
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|
| 1545 |
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|
| 1546 |
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|
| 1547 |
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|
| 1548 |
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|
| 1549 |
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|
| 1550 |
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|
| 1551 |
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|
| 1552 |
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|
| 1553 |
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|
| 1554 |
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|
| 1555 |
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|
| 1556 |
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|
| 1557 |
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|
| 1558 |
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|
| 1559 |
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|
| 1560 |
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|
| 1561 |
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|
| 1562 |
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|
| 1563 |
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|
| 1564 |
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|
| 1565 |
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|
| 1566 |
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|
| 1567 |
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|
| 1568 |
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|
| 1569 |
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|
| 1570 |
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|
| 1571 |
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|
| 1572 |
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|
| 1573 |
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|
| 1574 |
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|
| 1575 |
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|
| 1576 |
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|
| 1577 |
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|
| 1578 |
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|
| 1579 |
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|
| 1580 |
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|
| 1581 |
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|
| 1582 |
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|
| 1583 |
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|
| 1584 |
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|
| 1585 |
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|
| 1586 |
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- 河
|
| 1587 |
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|
| 1588 |
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|
| 1589 |
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- 械
|
| 1590 |
+
- 扬
|
| 1591 |
+
- 筒
|
| 1592 |
+
- 靴
|
| 1593 |
+
- 束
|
| 1594 |
+
- 彩
|
| 1595 |
+
- 荐
|
| 1596 |
+
- 沙
|
| 1597 |
+
- 迎
|
| 1598 |
+
- 荡
|
| 1599 |
+
- 凌
|
| 1600 |
+
- 昂
|
| 1601 |
+
- 碑
|
| 1602 |
+
- 蹦
|
| 1603 |
+
- 扉
|
| 1604 |
+
- 泼
|
| 1605 |
+
- 丰
|
| 1606 |
+
- 滴
|
| 1607 |
+
- 沾
|
| 1608 |
+
- 亭
|
| 1609 |
+
- 粘
|
| 1610 |
+
- 奇
|
| 1611 |
+
- 饼
|
| 1612 |
+
- 牙
|
| 1613 |
+
- 娃
|
| 1614 |
+
- 杯
|
| 1615 |
+
- 踢
|
| 1616 |
+
- 嘿
|
| 1617 |
+
- 抛
|
| 1618 |
+
- 枯
|
| 1619 |
+
- 剔
|
| 1620 |
+
- 苗
|
| 1621 |
+
- 纹
|
| 1622 |
+
- 永
|
| 1623 |
+
- 津
|
| 1624 |
+
- 唉
|
| 1625 |
+
- 趁
|
| 1626 |
+
- 屡
|
| 1627 |
+
- 逮
|
| 1628 |
+
- 戒
|
| 1629 |
+
- 肃
|
| 1630 |
+
- 仁
|
| 1631 |
+
- 肇
|
| 1632 |
+
- 醉
|
| 1633 |
+
- 糟
|
| 1634 |
+
- 馈
|
| 1635 |
+
- 横
|
| 1636 |
+
- 扭
|
| 1637 |
+
- 盔
|
| 1638 |
+
- 侧
|
| 1639 |
+
- 鲁
|
| 1640 |
+
- 莽
|
| 1641 |
+
- 飙
|
| 1642 |
+
- 稿
|
| 1643 |
+
- 逐
|
| 1644 |
+
- 谋
|
| 1645 |
+
- 京
|
| 1646 |
+
- 苏
|
| 1647 |
+
- 宁
|
| 1648 |
+
- 驻
|
| 1649 |
+
- 咨
|
| 1650 |
+
- 旷
|
| 1651 |
+
- 拓
|
| 1652 |
+
- 杆
|
| 1653 |
+
- 秤
|
| 1654 |
+
- 叮
|
| 1655 |
+
- 嘱
|
| 1656 |
+
- 咋
|
| 1657 |
+
- 炊
|
| 1658 |
+
- 怪
|
| 1659 |
+
- 婆
|
| 1660 |
+
- 阎
|
| 1661 |
+
- 王
|
| 1662 |
+
- 饿
|
| 1663 |
+
- 鬼
|
| 1664 |
+
- 惨
|
| 1665 |
+
- 渡
|
| 1666 |
+
- 坎
|
| 1667 |
+
- 囤
|
| 1668 |
+
- 甲
|
| 1669 |
+
- 蛙
|
| 1670 |
+
- 鲤
|
| 1671 |
+
- 桂
|
| 1672 |
+
- 石
|
| 1673 |
+
- 玉
|
| 1674 |
+
- 溪
|
| 1675 |
+
- 华
|
| 1676 |
+
- 窝
|
| 1677 |
+
- 截
|
| 1678 |
+
- 秩
|
| 1679 |
+
- 嗨
|
| 1680 |
+
- 芹
|
| 1681 |
+
- 梨
|
| 1682 |
+
- 蕉
|
| 1683 |
+
- S
|
| 1684 |
+
- 煲
|
| 1685 |
+
- 汤
|
| 1686 |
+
- 鲫
|
| 1687 |
+
- 揽
|
| 1688 |
+
- 挡
|
| 1689 |
+
- 柚
|
| 1690 |
+
- 瑞
|
| 1691 |
+
- 匹
|
| 1692 |
+
- '2'
|
| 1693 |
+
- 踹
|
| 1694 |
+
- 吵
|
| 1695 |
+
- 凶
|
| 1696 |
+
- 矩
|
| 1697 |
+
- 迟
|
| 1698 |
+
- 脾
|
| 1699 |
+
- 纳
|
| 1700 |
+
- 朵
|
| 1701 |
+
- 墨
|
| 1702 |
+
- 袖
|
| 1703 |
+
- 链
|
| 1704 |
+
- 钩
|
| 1705 |
+
- 笼
|
| 1706 |
+
- 熄
|
| 1707 |
+
- 盆
|
| 1708 |
+
- 殴
|
| 1709 |
+
- 欺
|
| 1710 |
+
- 诈
|
| 1711 |
+
- 厕
|
| 1712 |
+
- 娱
|
| 1713 |
+
- 爬
|
| 1714 |
+
- 威
|
| 1715 |
+
- 胁
|
| 1716 |
+
- 阅
|
| 1717 |
+
- 赌
|
| 1718 |
+
- 拢
|
| 1719 |
+
- 症
|
| 1720 |
+
- 伪
|
| 1721 |
+
- 脂
|
| 1722 |
+
- 堪
|
| 1723 |
+
- 盛
|
| 1724 |
+
- 蚊
|
| 1725 |
+
- 蝇
|
| 1726 |
+
- 煎
|
| 1727 |
+
- 晰
|
| 1728 |
+
- 柔
|
| 1729 |
+
- 涩
|
| 1730 |
+
- 汁
|
| 1731 |
+
- 腹
|
| 1732 |
+
- 胃
|
| 1733 |
+
- 痉
|
| 1734 |
+
- 挛
|
| 1735 |
+
- 颗
|
| 1736 |
+
- 粒
|
| 1737 |
+
- 匀
|
| 1738 |
+
- 败
|
| 1739 |
+
- 历
|
| 1740 |
+
- 佳
|
| 1741 |
+
- 乏
|
| 1742 |
+
- 寄
|
| 1743 |
+
- 残
|
| 1744 |
+
- 杀
|
| 1745 |
+
- 剂
|
| 1746 |
+
- 疾
|
| 1747 |
+
- 衍
|
| 1748 |
+
- 溅
|
| 1749 |
+
- 倘
|
| 1750 |
+
- 褶
|
| 1751 |
+
- 席
|
| 1752 |
+
- 启
|
| 1753 |
+
- 遮
|
| 1754 |
+
- 槽
|
| 1755 |
+
- 递
|
| 1756 |
+
- 橱
|
| 1757 |
+
- 迹
|
| 1758 |
+
- 镁
|
| 1759 |
+
- 泄
|
| 1760 |
+
- 阀
|
| 1761 |
+
- 柴
|
| 1762 |
+
- 阻
|
| 1763 |
+
- 恋
|
| 1764 |
+
- 盲
|
| 1765 |
+
- 浓
|
| 1766 |
+
- 捂
|
| 1767 |
+
- 腰
|
| 1768 |
+
- 姿
|
| 1769 |
+
- 缝
|
| 1770 |
+
- 肿
|
| 1771 |
+
- 焦
|
| 1772 |
+
- 骗
|
| 1773 |
+
- 伺
|
| 1774 |
+
- 嘘
|
| 1775 |
+
- 掩
|
| 1776 |
+
- 褥
|
| 1777 |
+
- 帘
|
| 1778 |
+
- ���
|
| 1779 |
+
- 锥
|
| 1780 |
+
- 锋
|
| 1781 |
+
- 尖
|
| 1782 |
+
- 锐
|
| 1783 |
+
- 祸
|
| 1784 |
+
- 秒
|
| 1785 |
+
- 李
|
| 1786 |
+
- 伸
|
| 1787 |
+
- 浏
|
| 1788 |
+
- 览
|
| 1789 |
+
- 航
|
| 1790 |
+
- 讯
|
| 1791 |
+
- 谨
|
| 1792 |
+
- 慎
|
| 1793 |
+
- 匪
|
| 1794 |
+
- 劫
|
| 1795 |
+
- 医
|
| 1796 |
+
- 族
|
| 1797 |
+
- 忧
|
| 1798 |
+
- 孤
|
| 1799 |
+
- 拜
|
| 1800 |
+
- 窄
|
| 1801 |
+
- 唯
|
| 1802 |
+
- 搁
|
| 1803 |
+
- 朝
|
| 1804 |
+
- 尺
|
| 1805 |
+
- 盟
|
| 1806 |
+
- 波
|
| 1807 |
+
- 隆
|
| 1808 |
+
- 词
|
| 1809 |
+
- 村
|
| 1810 |
+
- 娶
|
| 1811 |
+
- 媳
|
| 1812 |
+
- 县
|
| 1813 |
+
- 聘
|
| 1814 |
+
- 醇
|
| 1815 |
+
- 泡
|
| 1816 |
+
- 坨
|
| 1817 |
+
- 淋
|
| 1818 |
+
- 延
|
| 1819 |
+
- 柱
|
| 1820 |
+
- 肾
|
| 1821 |
+
- 蒸
|
| 1822 |
+
- 槛
|
| 1823 |
+
- 赚
|
| 1824 |
+
- 凡
|
| 1825 |
+
- 恩
|
| 1826 |
+
- 厚
|
| 1827 |
+
- 赞
|
| 1828 |
+
- 茎
|
| 1829 |
+
- 蒜
|
| 1830 |
+
- 苔
|
| 1831 |
+
- 甘
|
| 1832 |
+
- 菠
|
| 1833 |
+
- 涮
|
| 1834 |
+
- 霾
|
| 1835 |
+
- 仍
|
| 1836 |
+
- 云
|
| 1837 |
+
- 追
|
| 1838 |
+
- 丽
|
| 1839 |
+
- 盖
|
| 1840 |
+
- 欧
|
| 1841 |
+
- 莱
|
| 1842 |
+
- 雅
|
| 1843 |
+
- 婴
|
| 1844 |
+
- 孕
|
| 1845 |
+
- 敲
|
| 1846 |
+
- 约
|
| 1847 |
+
- 惰
|
| 1848 |
+
- 谱
|
| 1849 |
+
- 射
|
| 1850 |
+
- 惑
|
| 1851 |
+
- 睹
|
| 1852 |
+
- 奉
|
| 1853 |
+
- 诚
|
| 1854 |
+
- 惶
|
| 1855 |
+
- 卓
|
| 1856 |
+
- 勉
|
| 1857 |
+
- 聪
|
| 1858 |
+
- 疼
|
| 1859 |
+
- 弃
|
| 1860 |
+
- 奴
|
| 1861 |
+
- 隶
|
| 1862 |
+
- 嚷
|
| 1863 |
+
- 眠
|
| 1864 |
+
- 躺
|
| 1865 |
+
- 乒
|
| 1866 |
+
- 乓
|
| 1867 |
+
- 琴
|
| 1868 |
+
- 挖
|
| 1869 |
+
- 掘
|
| 1870 |
+
- 阵
|
| 1871 |
+
- 浆
|
| 1872 |
+
- 索
|
| 1873 |
+
- 呼
|
| 1874 |
+
- 古
|
| 1875 |
+
- 弥
|
| 1876 |
+
- 熔
|
| 1877 |
+
- 抱
|
| 1878 |
+
- 怨
|
| 1879 |
+
- 猫
|
| 1880 |
+
- 笑
|
| 1881 |
+
- 挣
|
| 1882 |
+
- 黑
|
| 1883 |
+
- 猛
|
| 1884 |
+
- 令
|
| 1885 |
+
- 核
|
| 1886 |
+
- 磊
|
| 1887 |
+
- 橙
|
| 1888 |
+
- 吨
|
| 1889 |
+
- 吊
|
| 1890 |
+
- 蘸
|
| 1891 |
+
- 氮
|
| 1892 |
+
- 罐
|
| 1893 |
+
- 战
|
| 1894 |
+
- 懈
|
| 1895 |
+
- 渐
|
| 1896 |
+
- 胜
|
| 1897 |
+
- 命
|
| 1898 |
+
- 抬
|
| 1899 |
+
- 缘
|
| 1900 |
+
- 睦
|
| 1901 |
+
- 扮
|
| 1902 |
+
- 珠
|
| 1903 |
+
- 颁
|
| 1904 |
+
- 蔼
|
| 1905 |
+
- 凳
|
| 1906 |
+
- 饰
|
| 1907 |
+
- 缤
|
| 1908 |
+
- 晶
|
| 1909 |
+
- 抵
|
| 1910 |
+
- 遥
|
| 1911 |
+
- 腿
|
| 1912 |
+
- 拍
|
| 1913 |
+
- 妻
|
| 1914 |
+
- 羽
|
| 1915 |
+
- 绒
|
| 1916 |
+
- 梳
|
| 1917 |
+
- 袄
|
| 1918 |
+
- 述
|
| 1919 |
+
- 跆
|
| 1920 |
+
- 屈
|
| 1921 |
+
- 脱
|
| 1922 |
+
- 朗
|
| 1923 |
+
- 劝
|
| 1924 |
+
- 胆
|
| 1925 |
+
- 腔
|
| 1926 |
+
- 圆
|
| 1927 |
+
- 亚
|
| 1928 |
+
- 宴
|
| 1929 |
+
- 编
|
| 1930 |
+
- 肢
|
| 1931 |
+
- 壶
|
| 1932 |
+
- 暑
|
| 1933 |
+
- 怒
|
| 1934 |
+
- 描
|
| 1935 |
+
- 绕
|
| 1936 |
+
- 悦
|
| 1937 |
+
- 忆
|
| 1938 |
+
- 嗓
|
| 1939 |
+
- 胖
|
| 1940 |
+
- 疙
|
| 1941 |
+
- 瘩
|
| 1942 |
+
- 哒
|
| 1943 |
+
- 碴
|
| 1944 |
+
- 棱
|
| 1945 |
+
- 炒
|
| 1946 |
+
- 井
|
| 1947 |
+
- 漫
|
| 1948 |
+
- 烘
|
| 1949 |
+
- 焙
|
| 1950 |
+
- 涤
|
| 1951 |
+
- 船
|
| 1952 |
+
- 纱
|
| 1953 |
+
- 君
|
| 1954 |
+
- 茉
|
| 1955 |
+
- 莉
|
| 1956 |
+
- 钙
|
| 1957 |
+
- 瞩
|
| 1958 |
+
- <_>
|
| 1959 |
+
- 塌
|
| 1960 |
+
- 嗷
|
| 1961 |
+
- 屁
|
| 1962 |
+
- 股
|
| 1963 |
+
- 绪
|
| 1964 |
+
- 勇
|
| 1965 |
+
- 奋
|
| 1966 |
+
- 荣
|
| 1967 |
+
- 诲
|
| 1968 |
+
- 卑
|
| 1969 |
+
- 挫
|
| 1970 |
+
- 昧
|
| 1971 |
+
- 疲
|
| 1972 |
+
- 惫
|
| 1973 |
+
- 册
|
| 1974 |
+
- 呈
|
| 1975 |
+
- 僵
|
| 1976 |
+
- 熬
|
| 1977 |
+
- 敬
|
| 1978 |
+
- 呦
|
| 1979 |
+
- <sos/eos>
|
| 1980 |
+
init: null
|
| 1981 |
+
input_size: null
|
| 1982 |
+
ctc_conf:
|
| 1983 |
+
dropout_rate: 0.0
|
| 1984 |
+
ctc_type: builtin
|
| 1985 |
+
reduce: true
|
| 1986 |
+
ignore_nan_grad: true
|
| 1987 |
+
model_conf:
|
| 1988 |
+
ctc_weight: 0.3
|
| 1989 |
+
lsm_weight: 0.1
|
| 1990 |
+
length_normalized_loss: false
|
| 1991 |
+
use_preprocessor: true
|
| 1992 |
+
token_type: char
|
| 1993 |
+
bpemodel: null
|
| 1994 |
+
non_linguistic_symbols: /ocean/projects/cis210027p/berrebbi/espnet/egs2/aishell4/asr1/data/nlsyms.txt
|
| 1995 |
+
cleaner: null
|
| 1996 |
+
g2p: null
|
| 1997 |
+
speech_volume_normalize: null
|
| 1998 |
+
rir_scp: null
|
| 1999 |
+
rir_apply_prob: 1.0
|
| 2000 |
+
noise_scp: null
|
| 2001 |
+
noise_apply_prob: 1.0
|
| 2002 |
+
noise_db_range: '13_15'
|
| 2003 |
+
frontend: default
|
| 2004 |
+
frontend_conf:
|
| 2005 |
+
n_fft: 512
|
| 2006 |
+
win_length: 400
|
| 2007 |
+
hop_length: 160
|
| 2008 |
+
fs: 16k
|
| 2009 |
+
specaug: specaug
|
| 2010 |
+
specaug_conf:
|
| 2011 |
+
apply_time_warp: true
|
| 2012 |
+
time_warp_window: 5
|
| 2013 |
+
time_warp_mode: bicubic
|
| 2014 |
+
apply_freq_mask: true
|
| 2015 |
+
freq_mask_width_range:
|
| 2016 |
+
- 0
|
| 2017 |
+
- 30
|
| 2018 |
+
num_freq_mask: 2
|
| 2019 |
+
apply_time_mask: true
|
| 2020 |
+
time_mask_width_range:
|
| 2021 |
+
- 0
|
| 2022 |
+
- 40
|
| 2023 |
+
num_time_mask: 2
|
| 2024 |
+
normalize: global_mvn
|
| 2025 |
+
normalize_conf:
|
| 2026 |
+
stats_file: exp/asr_stats_raw_zh_char/train/feats_stats.npz
|
| 2027 |
+
preencoder: null
|
| 2028 |
+
preencoder_conf: {}
|
| 2029 |
+
encoder: conformer
|
| 2030 |
+
encoder_conf:
|
| 2031 |
+
input_layer: conv2d
|
| 2032 |
+
num_blocks: 12
|
| 2033 |
+
linear_units: 2048
|
| 2034 |
+
dropout_rate: 0.1
|
| 2035 |
+
output_size: 256
|
| 2036 |
+
attention_heads: 4
|
| 2037 |
+
attention_dropout_rate: 0.0
|
| 2038 |
+
pos_enc_layer_type: rel_pos
|
| 2039 |
+
selfattention_layer_type: rel_selfattn
|
| 2040 |
+
activation_type: swish
|
| 2041 |
+
macaron_style: true
|
| 2042 |
+
use_cnn_module: true
|
| 2043 |
+
cnn_module_kernel: 15
|
| 2044 |
+
postencoder: null
|
| 2045 |
+
postencoder_conf: {}
|
| 2046 |
+
decoder: transformer
|
| 2047 |
+
decoder_conf:
|
| 2048 |
+
input_layer: embed
|
| 2049 |
+
num_blocks: 6
|
| 2050 |
+
linear_units: 2048
|
| 2051 |
+
dropout_rate: 0.1
|
| 2052 |
+
required:
|
| 2053 |
+
- output_dir
|
| 2054 |
+
- token_list
|
| 2055 |
+
version: 0.10.3a1
|
| 2056 |
+
distributed: false
|
| 2057 |
+
```
|
| 2058 |
+
</details>
|
| 2059 |
+
## LM config
|
| 2060 |
+
<details><summary>expand</summary>
|
| 2061 |
+
```
|
| 2062 |
+
config: conf/train_lm_transformer.yaml
|
| 2063 |
+
print_config: false
|
| 2064 |
+
log_level: INFO
|
| 2065 |
+
dry_run: false
|
| 2066 |
+
iterator_type: sequence
|
| 2067 |
+
output_dir: exp/lm_nuit
|
| 2068 |
+
ngpu: 1
|
| 2069 |
+
seed: 0
|
| 2070 |
+
num_workers: 1
|
| 2071 |
+
num_att_plot: 3
|
| 2072 |
+
dist_backend: nccl
|
| 2073 |
+
dist_init_method: env://
|
| 2074 |
+
dist_world_size: null
|
| 2075 |
+
dist_rank: null
|
| 2076 |
+
local_rank: 0
|
| 2077 |
+
dist_master_addr: null
|
| 2078 |
+
dist_master_port: null
|
| 2079 |
+
dist_launcher: null
|
| 2080 |
+
multiprocessing_distributed: false
|
| 2081 |
+
unused_parameters: false
|
| 2082 |
+
sharded_ddp: false
|
| 2083 |
+
cudnn_enabled: true
|
| 2084 |
+
cudnn_benchmark: false
|
| 2085 |
+
cudnn_deterministic: true
|
| 2086 |
+
collect_stats: false
|
| 2087 |
+
write_collected_feats: false
|
| 2088 |
+
max_epoch: 15
|
| 2089 |
+
patience: null
|
| 2090 |
+
val_scheduler_criterion:
|
| 2091 |
+
- valid
|
| 2092 |
+
- loss
|
| 2093 |
+
early_stopping_criterion:
|
| 2094 |
+
- valid
|
| 2095 |
+
- loss
|
| 2096 |
+
- min
|
| 2097 |
+
best_model_criterion:
|
| 2098 |
+
- - valid
|
| 2099 |
+
- loss
|
| 2100 |
+
- min
|
| 2101 |
+
keep_nbest_models: 10
|
| 2102 |
+
grad_clip: 5.0
|
| 2103 |
+
grad_clip_type: 2.0
|
| 2104 |
+
grad_noise: false
|
| 2105 |
+
accum_grad: 1
|
| 2106 |
+
no_forward_run: false
|
| 2107 |
+
resume: true
|
| 2108 |
+
train_dtype: float32
|
| 2109 |
+
use_amp: false
|
| 2110 |
+
log_interval: null
|
| 2111 |
+
use_tensorboard: true
|
| 2112 |
+
use_wandb: false
|
| 2113 |
+
wandb_project: null
|
| 2114 |
+
wandb_id: null
|
| 2115 |
+
wandb_entity: null
|
| 2116 |
+
wandb_name: null
|
| 2117 |
+
wandb_model_log_interval: -1
|
| 2118 |
+
detect_anomaly: false
|
| 2119 |
+
pretrain_path: null
|
| 2120 |
+
init_param: []
|
| 2121 |
+
ignore_init_mismatch: false
|
| 2122 |
+
freeze_param: []
|
| 2123 |
+
num_iters_per_epoch: null
|
| 2124 |
+
batch_size: 20
|
| 2125 |
+
valid_batch_size: null
|
| 2126 |
+
batch_bins: 2000000
|
| 2127 |
+
valid_batch_bins: null
|
| 2128 |
+
train_shape_file:
|
| 2129 |
+
- exp/lm_stats_zh_char/train/text_shape.char
|
| 2130 |
+
valid_shape_file:
|
| 2131 |
+
- exp/lm_stats_zh_char/valid/text_shape.char
|
| 2132 |
+
batch_type: numel
|
| 2133 |
+
valid_batch_type: null
|
| 2134 |
+
fold_length:
|
| 2135 |
+
- 150
|
| 2136 |
+
sort_in_batch: descending
|
| 2137 |
+
sort_batch: descending
|
| 2138 |
+
multiple_iterator: false
|
| 2139 |
+
chunk_length: 500
|
| 2140 |
+
chunk_shift_ratio: 0.5
|
| 2141 |
+
num_cache_chunks: 1024
|
| 2142 |
+
train_data_path_and_name_and_type:
|
| 2143 |
+
- - dump/raw/lm_train.txt
|
| 2144 |
+
- text
|
| 2145 |
+
- text
|
| 2146 |
+
valid_data_path_and_name_and_type:
|
| 2147 |
+
- - dump/raw/dev/text
|
| 2148 |
+
- text
|
| 2149 |
+
- text
|
| 2150 |
+
allow_variable_data_keys: false
|
| 2151 |
+
max_cache_size: 0.0
|
| 2152 |
+
max_cache_fd: 32
|
| 2153 |
+
valid_max_cache_size: null
|
| 2154 |
+
optim: adam
|
| 2155 |
+
optim_conf:
|
| 2156 |
+
lr: 0.005
|
| 2157 |
+
scheduler: warmuplr
|
| 2158 |
+
scheduler_conf:
|
| 2159 |
+
warmup_steps: 25000
|
| 2160 |
+
token_list:
|
| 2161 |
+
- <blank>
|
| 2162 |
+
- <unk>
|
| 2163 |
+
- ,
|
| 2164 |
+
- 的
|
| 2165 |
+
- 是
|
| 2166 |
+
- 个
|
| 2167 |
+
- 这
|
| 2168 |
+
- 一
|
| 2169 |
+
- 。
|
| 2170 |
+
- 就
|
| 2171 |
+
- 儿
|
| 2172 |
+
- 嗯
|
| 2173 |
+
- 们
|
| 2174 |
+
- 呃
|
| 2175 |
+
- 我
|
| 2176 |
+
- 有
|
| 2177 |
+
- <sil>
|
| 2178 |
+
- 那
|
| 2179 |
+
- 说
|
| 2180 |
+
- 不
|
| 2181 |
+
- 些
|
| 2182 |
+
- 也
|
| 2183 |
+
- 他
|
| 2184 |
+
- 你
|
| 2185 |
+
- 要
|
| 2186 |
+
- 后
|
| 2187 |
+
- 以
|
| 2188 |
+
- 咱
|
| 2189 |
+
- 在
|
| 2190 |
+
- 啊
|
| 2191 |
+
- 了
|
| 2192 |
+
- 然
|
| 2193 |
+
- 家
|
| 2194 |
+
- 都
|
| 2195 |
+
- 来
|
| 2196 |
+
- 还
|
| 2197 |
+
- 可
|
| 2198 |
+
- 子
|
| 2199 |
+
- 下
|
| 2200 |
+
- 上
|
| 2201 |
+
- 时
|
| 2202 |
+
- 比
|
| 2203 |
+
- 话
|
| 2204 |
+
- 孩
|
| 2205 |
+
- 呢
|
| 2206 |
+
- 去
|
| 2207 |
+
- 人
|
| 2208 |
+
- 好
|
| 2209 |
+
- 对
|
| 2210 |
+
- 能
|
| 2211 |
+
- 么
|
| 2212 |
+
- 吧
|
| 2213 |
+
- 学
|
| 2214 |
+
- 多
|
| 2215 |
+
- 到
|
| 2216 |
+
- 看
|
| 2217 |
+
- 为
|
| 2218 |
+
- 进
|
| 2219 |
+
- 把
|
| 2220 |
+
- 大
|
| 2221 |
+
- 做
|
| 2222 |
+
- 生
|
| 2223 |
+
- 种
|
| 2224 |
+
- 品
|
| 2225 |
+
- 给
|
| 2226 |
+
- 没
|
| 2227 |
+
- 行
|
| 2228 |
+
- 现
|
| 2229 |
+
- 小
|
| 2230 |
+
- 会
|
| 2231 |
+
- 作
|
| 2232 |
+
- 较
|
| 2233 |
+
- 方
|
| 2234 |
+
- 块
|
| 2235 |
+
- 业
|
| 2236 |
+
- 让
|
| 2237 |
+
- 点
|
| 2238 |
+
- 定
|
| 2239 |
+
- 因
|
| 2240 |
+
- 什
|
| 2241 |
+
- 长
|
| 2242 |
+
- 面
|
| 2243 |
+
- 如
|
| 2244 |
+
- 安
|
| 2245 |
+
- 客
|
| 2246 |
+
- 问
|
| 2247 |
+
- 过
|
| 2248 |
+
- 车
|
| 2249 |
+
- 出
|
| 2250 |
+
- 啦
|
| 2251 |
+
- 边
|
| 2252 |
+
- 候
|
| 2253 |
+
- 主
|
| 2254 |
+
- 所
|
| 2255 |
+
- 题
|
| 2256 |
+
- 买
|
| 2257 |
+
- 销
|
| 2258 |
+
- 天
|
| 2259 |
+
- 意
|
| 2260 |
+
- 自
|
| 2261 |
+
- 全
|
| 2262 |
+
- 动
|
| 2263 |
+
- 工
|
| 2264 |
+
- '&'
|
| 2265 |
+
- 老
|
| 2266 |
+
- 或
|
| 2267 |
+
- 者
|
| 2268 |
+
- 年
|
| 2269 |
+
- 着
|
| 2270 |
+
- 实
|
| 2271 |
+
- 活
|
| 2272 |
+
- 理
|
| 2273 |
+
- 包
|
| 2274 |
+
- 样
|
| 2275 |
+
- 再
|
| 2276 |
+
- 区
|
| 2277 |
+
- 用
|
| 2278 |
+
- 呀
|
| 2279 |
+
- 零
|
| 2280 |
+
- 员
|
| 2281 |
+
- 发
|
| 2282 |
+
- 先
|
| 2283 |
+
- 部
|
| 2284 |
+
- 放
|
| 2285 |
+
- 门
|
| 2286 |
+
- 情
|
| 2287 |
+
- 像
|
| 2288 |
+
- 分
|
| 2289 |
+
- 售
|
| 2290 |
+
- 很
|
| 2291 |
+
- 开
|
| 2292 |
+
- 己
|
| 2293 |
+
- 十
|
| 2294 |
+
- 括
|
| 2295 |
+
- 跟
|
| 2296 |
+
- 事
|
| 2297 |
+
- 需
|
| 2298 |
+
- 更
|
| 2299 |
+
- 其
|
| 2300 |
+
- 装
|
| 2301 |
+
- 市
|
| 2302 |
+
- 成
|
| 2303 |
+
- 里
|
| 2304 |
+
- 物
|
| 2305 |
+
- 别
|
| 2306 |
+
- 间
|
| 2307 |
+
- 第
|
| 2308 |
+
- 次
|
| 2309 |
+
- 中
|
| 2310 |
+
- 提
|
| 2311 |
+
- 超
|
| 2312 |
+
- 顾
|
| 2313 |
+
- 保
|
| 2314 |
+
- 感
|
| 2315 |
+
- 加
|
| 2316 |
+
- 量
|
| 2317 |
+
- 二
|
| 2318 |
+
- 和
|
| 2319 |
+
- 各
|
| 2320 |
+
- 嘛
|
| 2321 |
+
- 新
|
| 2322 |
+
- 每
|
| 2323 |
+
- 完
|
| 2324 |
+
- 力
|
| 2325 |
+
- 消
|
| 2326 |
+
- 得
|
| 2327 |
+
- 店
|
| 2328 |
+
- 本
|
| 2329 |
+
- 通
|
| 2330 |
+
- 习
|
| 2331 |
+
- 觉
|
| 2332 |
+
- 道
|
| 2333 |
+
- 心
|
| 2334 |
+
- 校
|
| 2335 |
+
- 菜
|
| 2336 |
+
- 交
|
| 2337 |
+
- 哪
|
| 2338 |
+
- 产
|
| 2339 |
+
- 于
|
| 2340 |
+
- 位
|
| 2341 |
+
- 电
|
| 2342 |
+
- 想
|
| 2343 |
+
- 三
|
| 2344 |
+
- 况
|
| 2345 |
+
- 度
|
| 2346 |
+
- 期
|
| 2347 |
+
- 应
|
| 2348 |
+
- 但
|
| 2349 |
+
- 教
|
| 2350 |
+
- 体
|
| 2351 |
+
- 常
|
| 2352 |
+
- 师
|
| 2353 |
+
- 它
|
| 2354 |
+
- 高
|
| 2355 |
+
- 前
|
| 2356 |
+
- 之
|
| 2357 |
+
- 西
|
| 2358 |
+
- 特
|
| 2359 |
+
- 商
|
| 2360 |
+
- 果
|
| 2361 |
+
- 场
|
| 2362 |
+
- 重
|
| 2363 |
+
- 防
|
| 2364 |
+
- 管
|
| 2365 |
+
- 起
|
| 2366 |
+
- 地
|
| 2367 |
+
- 该
|
| 2368 |
+
- 东
|
| 2369 |
+
- 少
|
| 2370 |
+
- 打
|
| 2371 |
+
- 费
|
| 2372 |
+
- 当
|
| 2373 |
+
- 带
|
| 2374 |
+
- 服
|
| 2375 |
+
- 口
|
| 2376 |
+
- 购
|
| 2377 |
+
- 知
|
| 2378 |
+
- 回
|
| 2379 |
+
- 同
|
| 2380 |
+
- 钱
|
| 2381 |
+
- 外
|
| 2382 |
+
- 户
|
| 2383 |
+
- 注
|
| 2384 |
+
- 促
|
| 2385 |
+
- 价
|
| 2386 |
+
- 解
|
| 2387 |
+
- <#>
|
| 2388 |
+
- 水
|
| 2389 |
+
- 百
|
| 2390 |
+
- 今
|
| 2391 |
+
- 太
|
| 2392 |
+
- 最
|
| 2393 |
+
- 报
|
| 2394 |
+
- 怎
|
| 2395 |
+
- 才
|
| 2396 |
+
- 等
|
| 2397 |
+
- 及
|
| 2398 |
+
- 关
|
| 2399 |
+
- <->
|
| 2400 |
+
- 肯
|
| 2401 |
+
- 火
|
| 2402 |
+
- 机
|
| 2403 |
+
- 流
|
| 2404 |
+
- 制
|
| 2405 |
+
- 送
|
| 2406 |
+
- 手
|
| 2407 |
+
- 确
|
| 2408 |
+
- 法
|
| 2409 |
+
- 写
|
| 2410 |
+
- 玩
|
| 2411 |
+
- 传
|
| 2412 |
+
- 路
|
| 2413 |
+
- 班
|
| 2414 |
+
- 查
|
| 2415 |
+
- 招
|
| 2416 |
+
- 卖
|
| 2417 |
+
- 几
|
| 2418 |
+
- 正
|
| 2419 |
+
- 合
|
| 2420 |
+
- 够
|
| 2421 |
+
- 五
|
| 2422 |
+
- 引
|
| 2423 |
+
- 容
|
| 2424 |
+
- 只
|
| 2425 |
+
- 男
|
| 2426 |
+
- 日
|
| 2427 |
+
- 四
|
| 2428 |
+
- 宣
|
| 2429 |
+
- 反
|
| 2430 |
+
- 两
|
| 2431 |
+
- 清
|
| 2432 |
+
- 处
|
| 2433 |
+
- 周
|
| 2434 |
+
- 单
|
| 2435 |
+
- 首
|
| 2436 |
+
- 课
|
| 2437 |
+
- 衣
|
| 2438 |
+
- 便
|
| 2439 |
+
- 身
|
| 2440 |
+
- 气
|
| 2441 |
+
- 针
|
| 2442 |
+
- 奶
|
| 2443 |
+
- 六
|
| 2444 |
+
- 经
|
| 2445 |
+
- 接
|
| 2446 |
+
- 女
|
| 2447 |
+
- 育
|
| 2448 |
+
- 鲜
|
| 2449 |
+
- 赠
|
| 2450 |
+
- 试
|
| 2451 |
+
- 停
|
| 2452 |
+
- 晚
|
| 2453 |
+
- 类
|
| 2454 |
+
- 故
|
| 2455 |
+
- 入
|
| 2456 |
+
- 性
|
| 2457 |
+
- 增
|
| 2458 |
+
- 食
|
| 2459 |
+
- 满
|
| 2460 |
+
- 格
|
| 2461 |
+
- 基
|
| 2462 |
+
- 备
|
| 2463 |
+
- 洗
|
| 2464 |
+
- 培
|
| 2465 |
+
- 质
|
| 2466 |
+
- 美
|
| 2467 |
+
- 明
|
| 2468 |
+
- 整
|
| 2469 |
+
- 化
|
| 2470 |
+
- 公
|
| 2471 |
+
- 案
|
| 2472 |
+
- 哎
|
| 2473 |
+
- 吸
|
| 2474 |
+
- 原
|
| 2475 |
+
- 易
|
| 2476 |
+
- 幺
|
| 2477 |
+
- 总
|
| 2478 |
+
- 尽
|
| 2479 |
+
- 优
|
| 2480 |
+
- 而
|
| 2481 |
+
- 建
|
| 2482 |
+
- 责
|
| 2483 |
+
- 啥
|
| 2484 |
+
- 干
|
| 2485 |
+
- 月
|
| 2486 |
+
- 使
|
| 2487 |
+
- 找
|
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|
| 2945 |
+
- 联
|
| 2946 |
+
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|
| 2947 |
+
- 蹭
|
| 2948 |
+
- 异
|
| 2949 |
+
- 蔬
|
| 2950 |
+
- 绑
|
| 2951 |
+
- 堂
|
| 2952 |
+
- 将
|
| 2953 |
+
- 厨
|
| 2954 |
+
- 帽
|
| 2955 |
+
- 破
|
| 2956 |
+
- 戴
|
| 2957 |
+
- 皮
|
| 2958 |
+
- 粉
|
| 2959 |
+
- 氛
|
| 2960 |
+
- 仪
|
| 2961 |
+
- 国
|
| 2962 |
+
- 益
|
| 2963 |
+
- 闯
|
| 2964 |
+
- 惩
|
| 2965 |
+
- 逃
|
| 2966 |
+
- 刻
|
| 2967 |
+
- 突
|
| 2968 |
+
- 申
|
| 2969 |
+
- 略
|
| 2970 |
+
- 顿
|
| 2971 |
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- 毛
|
| 2972 |
+
- 召
|
| 2973 |
+
- 海
|
| 2974 |
+
- 黄
|
| 2975 |
+
- 青
|
| 2976 |
+
- 士
|
| 2977 |
+
- 移
|
| 2978 |
+
- 喝
|
| 2979 |
+
- 板
|
| 2980 |
+
- 练
|
| 2981 |
+
- 歌
|
| 2982 |
+
- 千
|
| 2983 |
+
- 床
|
| 2984 |
+
- 享
|
| 2985 |
+
- 磨
|
| 2986 |
+
- 构
|
| 2987 |
+
- 收
|
| 2988 |
+
- 万
|
| 2989 |
+
- 摸
|
| 2990 |
+
- 圈
|
| 2991 |
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- 亮
|
| 2992 |
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- 刹
|
| 2993 |
+
- 逆
|
| 2994 |
+
- 驶
|
| 2995 |
+
- 赶
|
| 2996 |
+
- 松
|
| 2997 |
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- 呐
|
| 2998 |
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- 压
|
| 2999 |
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- 拥
|
| 3000 |
+
- 辅
|
| 3001 |
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- 协
|
| 3002 |
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- 托
|
| 3003 |
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- 断
|
| 3004 |
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- 轮
|
| 3005 |
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- 善
|
| 3006 |
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- 哈
|
| 3007 |
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- 捆
|
| 3008 |
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- 座
|
| 3009 |
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- 病
|
| 3010 |
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|
| 3011 |
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- 牛
|
| 3012 |
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- 草
|
| 3013 |
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|
| 3014 |
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- 似
|
| 3015 |
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- 土
|
| 3016 |
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- 补
|
| 3017 |
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- 俩
|
| 3018 |
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|
| 3019 |
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- 即
|
| 3020 |
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- 密
|
| 3021 |
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- 背
|
| 3022 |
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- 言
|
| 3023 |
+
- 街
|
| 3024 |
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- 尚
|
| 3025 |
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- 窗
|
| 3026 |
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- C
|
| 3027 |
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- 艺
|
| 3028 |
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- 纠
|
| 3029 |
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- 纷
|
| 3030 |
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- 忽
|
| 3031 |
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|
| 3032 |
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|
| 3033 |
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- 施
|
| 3034 |
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|
| 3035 |
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- 温
|
| 3036 |
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- 某
|
| 3037 |
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- 翻
|
| 3038 |
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- 章
|
| 3039 |
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- 守
|
| 3040 |
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- 熟
|
| 3041 |
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- 民
|
| 3042 |
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- 续
|
| 3043 |
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- 良
|
| 3044 |
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- 挤
|
| 3045 |
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- 础
|
| 3046 |
+
- 字
|
| 3047 |
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- 瓜
|
| 3048 |
+
- 乎
|
| 3049 |
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- 竞
|
| 3050 |
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- 距
|
| 3051 |
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- 际
|
| 3052 |
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- 暖
|
| 3053 |
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- 凭
|
| 3054 |
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- 董
|
| 3055 |
+
- 碗
|
| 3056 |
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- 短
|
| 3057 |
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- 渠
|
| 3058 |
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- 康
|
| 3059 |
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- 藏
|
| 3060 |
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- 香
|
| 3061 |
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- 虽
|
| 3062 |
+
- 露
|
| 3063 |
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- 厉
|
| 3064 |
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- 忘
|
| 3065 |
+
- 误
|
| 3066 |
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- 冒
|
| 3067 |
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- 窃
|
| 3068 |
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- 络
|
| 3069 |
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- 淡
|
| 3070 |
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- 腐
|
| 3071 |
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- 颜
|
| 3072 |
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- 播
|
| 3073 |
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- 默
|
| 3074 |
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- 锻
|
| 3075 |
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- 炼
|
| 3076 |
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- 宝
|
| 3077 |
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- 组
|
| 3078 |
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- 淘
|
| 3079 |
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- 则
|
| 3080 |
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- 逻
|
| 3081 |
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- 垃
|
| 3082 |
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- 圾
|
| 3083 |
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- 复
|
| 3084 |
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- 贴
|
| 3085 |
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- 靠
|
| 3086 |
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- 潜
|
| 3087 |
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- 察
|
| 3088 |
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- 晨
|
| 3089 |
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- 碰
|
| 3090 |
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- 剩
|
| 3091 |
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- 峰
|
| 3092 |
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- 深
|
| 3093 |
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- 偏
|
| 3094 |
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- 虑
|
| 3095 |
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- 念
|
| 3096 |
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|
| 3097 |
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|
| 3098 |
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- 幸
|
| 3099 |
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- 跳
|
| 3100 |
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- 米
|
| 3101 |
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- 旧
|
| 3102 |
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|
| 3103 |
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- 虾
|
| 3104 |
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- 汽
|
| 3105 |
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- 苦
|
| 3106 |
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|
| 3107 |
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|
| 3108 |
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|
| 3109 |
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|
| 3110 |
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|
| 3111 |
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|
| 3112 |
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|
| 3113 |
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- 镜
|
| 3114 |
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|
| 3115 |
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- 暴
|
| 3116 |
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|
| 3117 |
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|
| 3118 |
+
- 玻
|
| 3119 |
+
- 璃
|
| 3120 |
+
- 义
|
| 3121 |
+
- B
|
| 3122 |
+
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|
| 3123 |
+
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|
| 3124 |
+
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|
| 3125 |
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|
| 3126 |
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|
| 3127 |
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|
| 3128 |
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|
| 3129 |
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|
| 3130 |
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|
| 3131 |
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|
| 3132 |
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|
| 3133 |
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|
| 3134 |
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- 累
|
| 3135 |
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|
| 3136 |
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|
| 3137 |
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|
| 3138 |
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|
| 3139 |
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- 键
|
| 3140 |
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- 肥
|
| 3141 |
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|
| 3142 |
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|
| 3143 |
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|
| 3144 |
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|
| 3145 |
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|
| 3146 |
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|
| 3147 |
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|
| 3148 |
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|
| 3149 |
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|
| 3150 |
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|
| 3151 |
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|
| 3152 |
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|
| 3153 |
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|
| 3154 |
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|
| 3155 |
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|
| 3156 |
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|
| 3157 |
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|
| 3158 |
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|
| 3159 |
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|
| 3160 |
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|
| 3161 |
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|
| 3162 |
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|
| 3163 |
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|
| 3164 |
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|
| 3165 |
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|
| 3166 |
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- 创
|
| 3167 |
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|
| 3168 |
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- 摊
|
| 3169 |
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- 疑
|
| 3170 |
+
- 蓝
|
| 3171 |
+
- 答
|
| 3172 |
+
- 霜
|
| 3173 |
+
- 录
|
| 3174 |
+
- 齐
|
| 3175 |
+
- 烦
|
| 3176 |
+
- 治
|
| 3177 |
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|
| 3178 |
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|
| 3179 |
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- 污
|
| 3180 |
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|
| 3181 |
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- 若
|
| 3182 |
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- 染
|
| 3183 |
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- 含
|
| 3184 |
+
- 药
|
| 3185 |
+
- 雨
|
| 3186 |
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- 此
|
| 3187 |
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- 陌
|
| 3188 |
+
- 研
|
| 3189 |
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- 催
|
| 3190 |
+
- 拨
|
| 3191 |
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- 页
|
| 3192 |
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- 磕
|
| 3193 |
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- 呆
|
| 3194 |
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|
| 3195 |
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- 墙
|
| 3196 |
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- 夫
|
| 3197 |
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- A
|
| 3198 |
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|
| 3199 |
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|
| 3200 |
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|
| 3201 |
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|
| 3202 |
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- 懒
|
| 3203 |
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- 植
|
| 3204 |
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- 扇
|
| 3205 |
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- 捡
|
| 3206 |
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- 遍
|
| 3207 |
+
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|
| 3208 |
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- 摄
|
| 3209 |
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- 箱
|
| 3210 |
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- ?
|
| 3211 |
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- 繁
|
| 3212 |
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- 城
|
| 3213 |
+
- 咯
|
| 3214 |
+
- 左
|
| 3215 |
+
- 拐
|
| 3216 |
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- 悉
|
| 3217 |
+
- 犯
|
| 3218 |
+
- 宽
|
| 3219 |
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|
| 3220 |
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|
| 3221 |
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|
| 3222 |
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|
| 3223 |
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|
| 3224 |
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- 贪
|
| 3225 |
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- 顺
|
| 3226 |
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- 局
|
| 3227 |
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- 妇
|
| 3228 |
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- 私
|
| 3229 |
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- 浪
|
| 3230 |
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- 岗
|
| 3231 |
+
- 棋
|
| 3232 |
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- 序
|
| 3233 |
+
- 辛
|
| 3234 |
+
- V
|
| 3235 |
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- 握
|
| 3236 |
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- 擦
|
| 3237 |
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- 扔
|
| 3238 |
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- 斤
|
| 3239 |
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- 付
|
| 3240 |
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- 剐
|
| 3241 |
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- 锁
|
| 3242 |
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- 麻
|
| 3243 |
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- 敢
|
| 3244 |
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- 桶
|
| 3245 |
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- 佩
|
| 3246 |
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- 坠
|
| 3247 |
+
- 封
|
| 3248 |
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- 替
|
| 3249 |
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- 塞
|
| 3250 |
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- 斗
|
| 3251 |
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- 攀
|
| 3252 |
+
- 爽
|
| 3253 |
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- 沉
|
| 3254 |
+
- 混
|
| 3255 |
+
- 滋
|
| 3256 |
+
- 刺
|
| 3257 |
+
- 潮
|
| 3258 |
+
- 皿
|
| 3259 |
+
- 端
|
| 3260 |
+
- 刷
|
| 3261 |
+
- 刀
|
| 3262 |
+
- 巾
|
| 3263 |
+
- 烫
|
| 3264 |
+
- 木
|
| 3265 |
+
- 漏
|
| 3266 |
+
- 迅
|
| 3267 |
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- 织
|
| 3268 |
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- 救
|
| 3269 |
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- 吹
|
| 3270 |
+
- 仔
|
| 3271 |
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- 称
|
| 3272 |
+
- 返
|
| 3273 |
+
- 景
|
| 3274 |
+
- 聚
|
| 3275 |
+
- 阶
|
| 3276 |
+
- 秀
|
| 3277 |
+
- 涨
|
| 3278 |
+
- P
|
| 3279 |
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- 颈
|
| 3280 |
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- 肩
|
| 3281 |
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- 泥
|
| 3282 |
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- I
|
| 3283 |
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- 侣
|
| 3284 |
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- 尔
|
| 3285 |
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- 伍
|
| 3286 |
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- 甚
|
| 3287 |
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- 皂
|
| 3288 |
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- 蒙
|
| 3289 |
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|
| 3290 |
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- 界
|
| 3291 |
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- 嘻
|
| 3292 |
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- 辈
|
| 3293 |
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- Q
|
| 3294 |
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- 审
|
| 3295 |
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- 尾
|
| 3296 |
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- 浇
|
| 3297 |
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- 遛
|
| 3298 |
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- 馨
|
| 3299 |
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- 措
|
| 3300 |
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- 邻
|
| 3301 |
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- 撒
|
| 3302 |
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- 挥
|
| 3303 |
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- 遵
|
| 3304 |
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- 予
|
| 3305 |
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- 击
|
| 3306 |
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- 鉴
|
| 3307 |
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- 殊
|
| 3308 |
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- 哇
|
| 3309 |
+
- 载
|
| 3310 |
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- 添
|
| 3311 |
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|
| 3312 |
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- 盯
|
| 3313 |
+
- 惊
|
| 3314 |
+
- 喷
|
| 3315 |
+
- 荷
|
| 3316 |
+
- 怠
|
| 3317 |
+
- 抢
|
| 3318 |
+
- 喂
|
| 3319 |
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- 饱
|
| 3320 |
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- 谅
|
| 3321 |
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- 团
|
| 3322 |
+
- 龙
|
| 3323 |
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- 冻
|
| 3324 |
+
- 图
|
| 3325 |
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- 掺
|
| 3326 |
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- 扑
|
| 3327 |
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- 刊
|
| 3328 |
+
- 葱
|
| 3329 |
+
- 薄
|
| 3330 |
+
- 萝
|
| 3331 |
+
- 卜
|
| 3332 |
+
- 麦
|
| 3333 |
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- 苹
|
| 3334 |
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- 触
|
| 3335 |
+
- 飞
|
| 3336 |
+
- 艳
|
| 3337 |
+
- 畅
|
| 3338 |
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- 鸡
|
| 3339 |
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- 权
|
| 3340 |
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- 趟
|
| 3341 |
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- 连
|
| 3342 |
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- 哭
|
| 3343 |
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- 旁
|
| 3344 |
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- 漂
|
| 3345 |
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- 焊
|
| 3346 |
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- 敞
|
| 3347 |
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- 叉
|
| 3348 |
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- 钢
|
| 3349 |
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- 氧
|
| 3350 |
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- 溺
|
| 3351 |
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- 聊
|
| 3352 |
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- 巢
|
| 3353 |
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- 衡
|
| 3354 |
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- 淀
|
| 3355 |
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- 劣
|
| 3356 |
+
- 虫
|
| 3357 |
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- 符
|
| 3358 |
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- 均
|
| 3359 |
+
- 辨
|
| 3360 |
+
- 菌
|
| 3361 |
+
- 彻
|
| 3362 |
+
- 烂
|
| 3363 |
+
- 厅
|
| 3364 |
+
- 皱
|
| 3365 |
+
- 妥
|
| 3366 |
+
- 拾
|
| 3367 |
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- 插
|
| 3368 |
+
- 携
|
| 3369 |
+
- 竹
|
| 3370 |
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- 碍
|
| 3371 |
+
- 湿
|
| 3372 |
+
- 灵
|
| 3373 |
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- 忌
|
| 3374 |
+
- 旅
|
| 3375 |
+
- 勿
|
| 3376 |
+
- 宿
|
| 3377 |
+
- 迷
|
| 3378 |
+
- 探
|
| 3379 |
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- 春
|
| 3380 |
+
- 劵
|
| 3381 |
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- 星
|
| 3382 |
+
- 耐
|
| 3383 |
+
- 裤
|
| 3384 |
+
- 颖
|
| 3385 |
+
- 韩
|
| 3386 |
+
- 艾
|
| 3387 |
+
- 灸
|
| 3388 |
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- 邀
|
| 3389 |
+
- 婚
|
| 3390 |
+
- 乳
|
| 3391 |
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- 芽
|
| 3392 |
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- 挑
|
| 3393 |
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- 摘
|
| 3394 |
+
- 阿
|
| 3395 |
+
- 姨
|
| 3396 |
+
- 伊
|
| 3397 |
+
- 慕
|
| 3398 |
+
- 纯
|
| 3399 |
+
- 貌
|
| 3400 |
+
- 嘴
|
| 3401 |
+
- 偶
|
| 3402 |
+
- 睛
|
| 3403 |
+
- 献
|
| 3404 |
+
- 坚
|
| 3405 |
+
- 账
|
| 3406 |
+
- 典
|
| 3407 |
+
- 唱
|
| 3408 |
+
- L
|
| 3409 |
+
- E
|
| 3410 |
+
- 贡
|
| 3411 |
+
- 寒
|
| 3412 |
+
- 唧
|
| 3413 |
+
- Y
|
| 3414 |
+
- 尝
|
| 3415 |
+
- 抹
|
| 3416 |
+
- 汰
|
| 3417 |
+
- 腾
|
| 3418 |
+
- 哼
|
| 3419 |
+
- 仿
|
| 3420 |
+
- 英
|
| 3421 |
+
- 舒
|
| 3422 |
+
- 扰
|
| 3423 |
+
- 拒
|
| 3424 |
+
- 剪
|
| 3425 |
+
- 夏
|
| 3426 |
+
- 宠
|
| 3427 |
+
- 咬
|
| 3428 |
+
- 派
|
| 3429 |
+
- 委
|
| 3430 |
+
- 婉
|
| 3431 |
+
- 执
|
| 3432 |
+
- 呗
|
| 3433 |
+
- 悄
|
| 3434 |
+
- 搬
|
| 3435 |
+
- 雪
|
| 3436 |
+
- 盐
|
| 3437 |
+
- 暂
|
| 3438 |
+
- 奸
|
| 3439 |
+
- 耍
|
| 3440 |
+
- 僻
|
| 3441 |
+
- 却
|
| 3442 |
+
- 署
|
| 3443 |
+
- 寻
|
| 3444 |
+
- 串
|
| 3445 |
+
- 援
|
| 3446 |
+
- 亏
|
| 3447 |
+
- 烈
|
| 3448 |
+
- 印
|
| 3449 |
+
- 捎
|
| 3450 |
+
- 幅
|
| 3451 |
+
- 绘
|
| 3452 |
+
- 锈
|
| 3453 |
+
- 闸
|
| 3454 |
+
- 罪
|
| 3455 |
+
- 嫌
|
| 3456 |
+
- 俗
|
| 3457 |
+
- 歹
|
| 3458 |
+
- 劳
|
| 3459 |
+
- 兜
|
| 3460 |
+
- 喽
|
| 3461 |
+
- 谓
|
| 3462 |
+
- 鹤
|
| 3463 |
+
- 舍
|
| 3464 |
+
- 克
|
| 3465 |
+
- 徇
|
| 3466 |
+
- 倍
|
| 3467 |
+
- 敏
|
| 3468 |
+
- 丝
|
| 3469 |
+
- 纺
|
| 3470 |
+
- 拭
|
| 3471 |
+
- 融
|
| 3472 |
+
- 蔫
|
| 3473 |
+
- 掂
|
| 3474 |
+
- 测
|
| 3475 |
+
- T
|
| 3476 |
+
- 众
|
| 3477 |
+
- 卸
|
| 3478 |
+
- 暗
|
| 3479 |
+
- 赔
|
| 3480 |
+
- 偿
|
| 3481 |
+
- 举
|
| 3482 |
+
- 劲
|
| 3483 |
+
- 篮
|
| 3484 |
+
- 储
|
| 3485 |
+
- 乙
|
| 3486 |
+
- 炔
|
| 3487 |
+
- 软
|
| 3488 |
+
- 侵
|
| 3489 |
+
- 诱
|
| 3490 |
+
- 浊
|
| 3491 |
+
- 蚀
|
| 3492 |
+
- 秽
|
| 3493 |
+
- 炸
|
| 3494 |
+
- 泽
|
| 3495 |
+
- 闻
|
| 3496 |
+
- 鼻
|
| 3497 |
+
- 甜
|
| 3498 |
+
- 澈
|
| 3499 |
+
- 脏
|
| 3500 |
+
- 官
|
| 3501 |
+
- 凝
|
| 3502 |
+
- 芳
|
| 3503 |
+
- 灰
|
| 3504 |
+
- 卵
|
| 3505 |
+
- 农
|
| 3506 |
+
- 烧
|
| 3507 |
+
- 肉
|
| 3508 |
+
- 桌
|
| 3509 |
+
- 椅
|
| 3510 |
+
- 垫
|
| 3511 |
+
- 硬
|
| 3512 |
+
- 叠
|
| 3513 |
+
- 瓷
|
| 3514 |
+
- 碎
|
| 3515 |
+
- 柄
|
| 3516 |
+
- 屉
|
| 3517 |
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- 拳
|
| 3518 |
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- 撞
|
| 3519 |
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- 铝
|
| 3520 |
+
- 歇
|
| 3521 |
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- 遗
|
| 3522 |
+
- 炮
|
| 3523 |
+
- 掌
|
| 3524 |
+
- 妨
|
| 3525 |
+
- 静
|
| 3526 |
+
- 浸
|
| 3527 |
+
- 涂
|
| 3528 |
+
- 凉
|
| 3529 |
+
- 炫
|
| 3530 |
+
- 耀
|
| 3531 |
+
- 姓
|
| 3532 |
+
- 究
|
| 3533 |
+
- 奏
|
| 3534 |
+
- 缆
|
| 3535 |
+
- 脚
|
| 3536 |
+
- 酿
|
| 3537 |
+
- 抄
|
| 3538 |
+
- 慌
|
| 3539 |
+
- 戚
|
| 3540 |
+
- 燥
|
| 3541 |
+
- 毯
|
| 3542 |
+
- 挽
|
| 3543 |
+
- 诺
|
| 3544 |
+
- 济
|
| 3545 |
+
- 旺
|
| 3546 |
+
- 抖
|
| 3547 |
+
- 郊
|
| 3548 |
+
- 疗
|
| 3549 |
+
- 巴
|
| 3550 |
+
- 痧
|
| 3551 |
+
- 脊
|
| 3552 |
+
- 膜
|
| 3553 |
+
- 晒
|
| 3554 |
+
- 润
|
| 3555 |
+
- 掏
|
| 3556 |
+
- 笔
|
| 3557 |
+
- 鞭
|
| 3558 |
+
- 博
|
| 3559 |
+
- 捧
|
| 3560 |
+
- 函
|
| 3561 |
+
- 胡
|
| 3562 |
+
- 锅
|
| 3563 |
+
- 雾
|
| 3564 |
+
- 疯
|
| 3565 |
+
- 狂
|
| 3566 |
+
- 趋
|
| 3567 |
+
- 膏
|
| 3568 |
+
- 妆
|
| 3569 |
+
- 尘
|
| 3570 |
+
- 袋
|
| 3571 |
+
- 贝
|
| 3572 |
+
- 俺
|
| 3573 |
+
- 耽
|
| 3574 |
+
- 怀
|
| 3575 |
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- 恐
|
| 3576 |
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- 赋
|
| 3577 |
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- 脑
|
| 3578 |
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- 焉
|
| 3579 |
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- 愣
|
| 3580 |
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- 呵
|
| 3581 |
+
- 噼
|
| 3582 |
+
- 啪
|
| 3583 |
+
- 虚
|
| 3584 |
+
- 河
|
| 3585 |
+
- 归
|
| 3586 |
+
- 绊
|
| 3587 |
+
- 械
|
| 3588 |
+
- 扬
|
| 3589 |
+
- 筒
|
| 3590 |
+
- 靴
|
| 3591 |
+
- 束
|
| 3592 |
+
- 彩
|
| 3593 |
+
- 荐
|
| 3594 |
+
- 沙
|
| 3595 |
+
- 迎
|
| 3596 |
+
- 荡
|
| 3597 |
+
- 凌
|
| 3598 |
+
- 昂
|
| 3599 |
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- 碑
|
| 3600 |
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- 蹦
|
| 3601 |
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|
| 3602 |
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- 泼
|
| 3603 |
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- 丰
|
| 3604 |
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- 滴
|
| 3605 |
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|
| 3606 |
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|
| 3607 |
+
- 粘
|
| 3608 |
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|
| 3609 |
+
- 饼
|
| 3610 |
+
- 牙
|
| 3611 |
+
- 娃
|
| 3612 |
+
- 杯
|
| 3613 |
+
- 踢
|
| 3614 |
+
- 嘿
|
| 3615 |
+
- 抛
|
| 3616 |
+
- 枯
|
| 3617 |
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- 剔
|
| 3618 |
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- 苗
|
| 3619 |
+
- 纹
|
| 3620 |
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- 永
|
| 3621 |
+
- 津
|
| 3622 |
+
- 唉
|
| 3623 |
+
- 趁
|
| 3624 |
+
- 屡
|
| 3625 |
+
- 逮
|
| 3626 |
+
- 戒
|
| 3627 |
+
- 肃
|
| 3628 |
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- 仁
|
| 3629 |
+
- 肇
|
| 3630 |
+
- 醉
|
| 3631 |
+
- 糟
|
| 3632 |
+
- 馈
|
| 3633 |
+
- 横
|
| 3634 |
+
- 扭
|
| 3635 |
+
- 盔
|
| 3636 |
+
- 侧
|
| 3637 |
+
- 鲁
|
| 3638 |
+
- 莽
|
| 3639 |
+
- 飙
|
| 3640 |
+
- 稿
|
| 3641 |
+
- 逐
|
| 3642 |
+
- 谋
|
| 3643 |
+
- 京
|
| 3644 |
+
- 苏
|
| 3645 |
+
- 宁
|
| 3646 |
+
- 驻
|
| 3647 |
+
- 咨
|
| 3648 |
+
- 旷
|
| 3649 |
+
- 拓
|
| 3650 |
+
- 杆
|
| 3651 |
+
- 秤
|
| 3652 |
+
- 叮
|
| 3653 |
+
- 嘱
|
| 3654 |
+
- 咋
|
| 3655 |
+
- 炊
|
| 3656 |
+
- 怪
|
| 3657 |
+
- 婆
|
| 3658 |
+
- 阎
|
| 3659 |
+
- 王
|
| 3660 |
+
- 饿
|
| 3661 |
+
- 鬼
|
| 3662 |
+
- 惨
|
| 3663 |
+
- 渡
|
| 3664 |
+
- 坎
|
| 3665 |
+
- 囤
|
| 3666 |
+
- 甲
|
| 3667 |
+
- 蛙
|
| 3668 |
+
- 鲤
|
| 3669 |
+
- 桂
|
| 3670 |
+
- 石
|
| 3671 |
+
- 玉
|
| 3672 |
+
- 溪
|
| 3673 |
+
- 华
|
| 3674 |
+
- 窝
|
| 3675 |
+
- 截
|
| 3676 |
+
- 秩
|
| 3677 |
+
- 嗨
|
| 3678 |
+
- 芹
|
| 3679 |
+
- 梨
|
| 3680 |
+
- 蕉
|
| 3681 |
+
- S
|
| 3682 |
+
- 煲
|
| 3683 |
+
- 汤
|
| 3684 |
+
- 鲫
|
| 3685 |
+
- 揽
|
| 3686 |
+
- 挡
|
| 3687 |
+
- 柚
|
| 3688 |
+
- 瑞
|
| 3689 |
+
- 匹
|
| 3690 |
+
- '2'
|
| 3691 |
+
- 踹
|
| 3692 |
+
- 吵
|
| 3693 |
+
- 凶
|
| 3694 |
+
- 矩
|
| 3695 |
+
- 迟
|
| 3696 |
+
- 脾
|
| 3697 |
+
- 纳
|
| 3698 |
+
- 朵
|
| 3699 |
+
- 墨
|
| 3700 |
+
- 袖
|
| 3701 |
+
- 链
|
| 3702 |
+
- 钩
|
| 3703 |
+
- 笼
|
| 3704 |
+
- 熄
|
| 3705 |
+
- 盆
|
| 3706 |
+
- 殴
|
| 3707 |
+
- 欺
|
| 3708 |
+
- 诈
|
| 3709 |
+
- 厕
|
| 3710 |
+
- 娱
|
| 3711 |
+
- 爬
|
| 3712 |
+
- 威
|
| 3713 |
+
- 胁
|
| 3714 |
+
- 阅
|
| 3715 |
+
- 赌
|
| 3716 |
+
- 拢
|
| 3717 |
+
- 症
|
| 3718 |
+
- 伪
|
| 3719 |
+
- 脂
|
| 3720 |
+
- 堪
|
| 3721 |
+
- 盛
|
| 3722 |
+
- 蚊
|
| 3723 |
+
- 蝇
|
| 3724 |
+
- 煎
|
| 3725 |
+
- 晰
|
| 3726 |
+
- 柔
|
| 3727 |
+
- 涩
|
| 3728 |
+
- 汁
|
| 3729 |
+
- 腹
|
| 3730 |
+
- 胃
|
| 3731 |
+
- 痉
|
| 3732 |
+
- 挛
|
| 3733 |
+
- 颗
|
| 3734 |
+
- 粒
|
| 3735 |
+
- 匀
|
| 3736 |
+
- 败
|
| 3737 |
+
- 历
|
| 3738 |
+
- 佳
|
| 3739 |
+
- 乏
|
| 3740 |
+
- 寄
|
| 3741 |
+
- 残
|
| 3742 |
+
- 杀
|
| 3743 |
+
- 剂
|
| 3744 |
+
- 疾
|
| 3745 |
+
- 衍
|
| 3746 |
+
- 溅
|
| 3747 |
+
- 倘
|
| 3748 |
+
- 褶
|
| 3749 |
+
- 席
|
| 3750 |
+
- 启
|
| 3751 |
+
- 遮
|
| 3752 |
+
- 槽
|
| 3753 |
+
- 递
|
| 3754 |
+
- 橱
|
| 3755 |
+
- 迹
|
| 3756 |
+
- 镁
|
| 3757 |
+
- 泄
|
| 3758 |
+
- 阀
|
| 3759 |
+
- 柴
|
| 3760 |
+
- 阻
|
| 3761 |
+
- 恋
|
| 3762 |
+
- 盲
|
| 3763 |
+
- 浓
|
| 3764 |
+
- 捂
|
| 3765 |
+
- 腰
|
| 3766 |
+
- 姿
|
| 3767 |
+
- 缝
|
| 3768 |
+
- 肿
|
| 3769 |
+
- 焦
|
| 3770 |
+
- 骗
|
| 3771 |
+
- 伺
|
| 3772 |
+
- 嘘
|
| 3773 |
+
- 掩
|
| 3774 |
+
- 褥
|
| 3775 |
+
- 帘
|
| 3776 |
+
- 籍
|
| 3777 |
+
- 锥
|
| 3778 |
+
- 锋
|
| 3779 |
+
- 尖
|
| 3780 |
+
- 锐
|
| 3781 |
+
- 祸
|
| 3782 |
+
- 秒
|
| 3783 |
+
- 李
|
| 3784 |
+
- 伸
|
| 3785 |
+
- 浏
|
| 3786 |
+
- 览
|
| 3787 |
+
- 航
|
| 3788 |
+
- 讯
|
| 3789 |
+
- 谨
|
| 3790 |
+
- 慎
|
| 3791 |
+
- 匪
|
| 3792 |
+
- 劫
|
| 3793 |
+
- 医
|
| 3794 |
+
- 族
|
| 3795 |
+
- 忧
|
| 3796 |
+
- 孤
|
| 3797 |
+
- 拜
|
| 3798 |
+
- 窄
|
| 3799 |
+
- 唯
|
| 3800 |
+
- 搁
|
| 3801 |
+
- 朝
|
| 3802 |
+
- 尺
|
| 3803 |
+
- 盟
|
| 3804 |
+
- 波
|
| 3805 |
+
- 隆
|
| 3806 |
+
- 词
|
| 3807 |
+
- 村
|
| 3808 |
+
- 娶
|
| 3809 |
+
- 媳
|
| 3810 |
+
- 县
|
| 3811 |
+
- 聘
|
| 3812 |
+
- 醇
|
| 3813 |
+
- 泡
|
| 3814 |
+
- 坨
|
| 3815 |
+
- 淋
|
| 3816 |
+
- 延
|
| 3817 |
+
- 柱
|
| 3818 |
+
- 肾
|
| 3819 |
+
- 蒸
|
| 3820 |
+
- 槛
|
| 3821 |
+
- 赚
|
| 3822 |
+
- 凡
|
| 3823 |
+
- 恩
|
| 3824 |
+
- 厚
|
| 3825 |
+
- 赞
|
| 3826 |
+
- 茎
|
| 3827 |
+
- 蒜
|
| 3828 |
+
- 苔
|
| 3829 |
+
- 甘
|
| 3830 |
+
- 菠
|
| 3831 |
+
- 涮
|
| 3832 |
+
- 霾
|
| 3833 |
+
- 仍
|
| 3834 |
+
- 云
|
| 3835 |
+
- 追
|
| 3836 |
+
- 丽
|
| 3837 |
+
- 盖
|
| 3838 |
+
- 欧
|
| 3839 |
+
- 莱
|
| 3840 |
+
- 雅
|
| 3841 |
+
- 婴
|
| 3842 |
+
- 孕
|
| 3843 |
+
- 敲
|
| 3844 |
+
- 约
|
| 3845 |
+
- 惰
|
| 3846 |
+
- 谱
|
| 3847 |
+
- 射
|
| 3848 |
+
- 惑
|
| 3849 |
+
- 睹
|
| 3850 |
+
- 奉
|
| 3851 |
+
- 诚
|
| 3852 |
+
- 惶
|
| 3853 |
+
- 卓
|
| 3854 |
+
- 勉
|
| 3855 |
+
- 聪
|
| 3856 |
+
- 疼
|
| 3857 |
+
- 弃
|
| 3858 |
+
- 奴
|
| 3859 |
+
- 隶
|
| 3860 |
+
- 嚷
|
| 3861 |
+
- 眠
|
| 3862 |
+
- 躺
|
| 3863 |
+
- 乒
|
| 3864 |
+
- 乓
|
| 3865 |
+
- 琴
|
| 3866 |
+
- 挖
|
| 3867 |
+
- 掘
|
| 3868 |
+
- 阵
|
| 3869 |
+
- 浆
|
| 3870 |
+
- 索
|
| 3871 |
+
- 呼
|
| 3872 |
+
- 古
|
| 3873 |
+
- 弥
|
| 3874 |
+
- 熔
|
| 3875 |
+
- 抱
|
| 3876 |
+
- 怨
|
| 3877 |
+
- 猫
|
| 3878 |
+
- 笑
|
| 3879 |
+
- 挣
|
| 3880 |
+
- 黑
|
| 3881 |
+
- 猛
|
| 3882 |
+
- 令
|
| 3883 |
+
- 核
|
| 3884 |
+
- 磊
|
| 3885 |
+
- 橙
|
| 3886 |
+
- 吨
|
| 3887 |
+
- 吊
|
| 3888 |
+
- 蘸
|
| 3889 |
+
- 氮
|
| 3890 |
+
- 罐
|
| 3891 |
+
- 战
|
| 3892 |
+
- 懈
|
| 3893 |
+
- 渐
|
| 3894 |
+
- 胜
|
| 3895 |
+
- 命
|
| 3896 |
+
- 抬
|
| 3897 |
+
- 缘
|
| 3898 |
+
- 睦
|
| 3899 |
+
- 扮
|
| 3900 |
+
- 珠
|
| 3901 |
+
- 颁
|
| 3902 |
+
- 蔼
|
| 3903 |
+
- 凳
|
| 3904 |
+
- 饰
|
| 3905 |
+
- 缤
|
| 3906 |
+
- 晶
|
| 3907 |
+
- 抵
|
| 3908 |
+
- 遥
|
| 3909 |
+
- 腿
|
| 3910 |
+
- 拍
|
| 3911 |
+
- 妻
|
| 3912 |
+
- 羽
|
| 3913 |
+
- 绒
|
| 3914 |
+
- 梳
|
| 3915 |
+
- 袄
|
| 3916 |
+
- 述
|
| 3917 |
+
- 跆
|
| 3918 |
+
- 屈
|
| 3919 |
+
- 脱
|
| 3920 |
+
- 朗
|
| 3921 |
+
- 劝
|
| 3922 |
+
- 胆
|
| 3923 |
+
- 腔
|
| 3924 |
+
- 圆
|
| 3925 |
+
- 亚
|
| 3926 |
+
- 宴
|
| 3927 |
+
- 编
|
| 3928 |
+
- 肢
|
| 3929 |
+
- 壶
|
| 3930 |
+
- 暑
|
| 3931 |
+
- 怒
|
| 3932 |
+
- 描
|
| 3933 |
+
- 绕
|
| 3934 |
+
- 悦
|
| 3935 |
+
- 忆
|
| 3936 |
+
- 嗓
|
| 3937 |
+
- 胖
|
| 3938 |
+
- 疙
|
| 3939 |
+
- 瘩
|
| 3940 |
+
- 哒
|
| 3941 |
+
- 碴
|
| 3942 |
+
- 棱
|
| 3943 |
+
- 炒
|
| 3944 |
+
- 井
|
| 3945 |
+
- 漫
|
| 3946 |
+
- 烘
|
| 3947 |
+
- 焙
|
| 3948 |
+
- 涤
|
| 3949 |
+
- 船
|
| 3950 |
+
- 纱
|
| 3951 |
+
- 君
|
| 3952 |
+
- 茉
|
| 3953 |
+
- 莉
|
| 3954 |
+
- 钙
|
| 3955 |
+
- 瞩
|
| 3956 |
+
- <_>
|
| 3957 |
+
- 塌
|
| 3958 |
+
- 嗷
|
| 3959 |
+
- 屁
|
| 3960 |
+
- 股
|
| 3961 |
+
- 绪
|
| 3962 |
+
- 勇
|
| 3963 |
+
- 奋
|
| 3964 |
+
- 荣
|
| 3965 |
+
- 诲
|
| 3966 |
+
- 卑
|
| 3967 |
+
- 挫
|
| 3968 |
+
- 昧
|
| 3969 |
+
- 疲
|
| 3970 |
+
- 惫
|
| 3971 |
+
- 册
|
| 3972 |
+
- 呈
|
| 3973 |
+
- 僵
|
| 3974 |
+
- 熬
|
| 3975 |
+
- 敬
|
| 3976 |
+
- 呦
|
| 3977 |
+
- <sos/eos>
|
| 3978 |
+
init: null
|
| 3979 |
+
model_conf:
|
| 3980 |
+
ignore_id: 0
|
| 3981 |
+
use_preprocessor: true
|
| 3982 |
+
token_type: char
|
| 3983 |
+
bpemodel: null
|
| 3984 |
+
non_linguistic_symbols: /ocean/projects/cis210027p/berrebbi/espnet/egs2/aishell4/asr1/data/nlsyms.txt
|
| 3985 |
+
cleaner: null
|
| 3986 |
+
g2p: null
|
| 3987 |
+
lm: transformer
|
| 3988 |
+
lm_conf:
|
| 3989 |
+
pos_enc: null
|
| 3990 |
+
embed_unit: 128
|
| 3991 |
+
att_unit: 512
|
| 3992 |
+
head: 8
|
| 3993 |
+
unit: 2048
|
| 3994 |
+
layer: 16
|
| 3995 |
+
dropout_rate: 0.1
|
| 3996 |
+
required:
|
| 3997 |
+
- output_dir
|
| 3998 |
+
- token_list
|
| 3999 |
+
version: 0.10.3a1
|
| 4000 |
+
distributed: false
|
| 4001 |
+
```
|
| 4002 |
+
</details>
|
data/nlsyms.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
data/train/text
|
exp/asr_fine_tune5_100ep/RESULTS.md
ADDED
|
@@ -0,0 +1,29 @@
|
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|
| 1 |
+
<!-- Generated by scripts/utils/show_asr_result.sh -->
|
| 2 |
+
# RESULTS
|
| 3 |
+
## Environments
|
| 4 |
+
- date: `Tue Sep 21 09:36:01 EDT 2021`
|
| 5 |
+
- python version: `3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0]`
|
| 6 |
+
- espnet version: `espnet 0.10.3a1`
|
| 7 |
+
- pytorch version: `pytorch 1.9.0`
|
| 8 |
+
- Git hash: `7887faeabbc2299922267928e190ed89cb032a36`
|
| 9 |
+
- Commit date: `Mon Sep 20 16:25:02 2021 -0400`
|
| 10 |
+
|
| 11 |
+
## asr_fine_tune5_100ep
|
| 12 |
+
### WER
|
| 13 |
+
|
| 14 |
+
|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|
| 15 |
+
|---|---|---|---|---|---|---|---|---|
|
| 16 |
+
|decode_asr_rnn_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev|599|601|6.8|92.7|0.5|0.0|93.2|93.2|
|
| 17 |
+
|decode_transformer_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev|599|601|6.8|92.8|0.3|0.0|93.2|93.2|
|
| 18 |
+
|
| 19 |
+
### CER
|
| 20 |
+
|
| 21 |
+
|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|
| 22 |
+
|---|---|---|---|---|---|---|---|---|
|
| 23 |
+
|decode_asr_rnn_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev|599|15936|66.9|25.6|7.5|9.8|42.9|93.2|
|
| 24 |
+
|decode_transformer_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev|599|15936|64.7|27.6|7.7|11.0|46.3|93.2|
|
| 25 |
+
|
| 26 |
+
### TER
|
| 27 |
+
|
| 28 |
+
|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|
| 29 |
+
|---|---|---|---|---|---|---|---|---|
|
exp/asr_fine_tune5_100ep/config.yaml
ADDED
|
@@ -0,0 +1,2003 @@
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|
| 1 |
+
config: conf/tuning/train_asr_conformer5.yaml
|
| 2 |
+
print_config: false
|
| 3 |
+
log_level: INFO
|
| 4 |
+
dry_run: false
|
| 5 |
+
iterator_type: sequence
|
| 6 |
+
output_dir: exp/asr_fine_tune5_100ep
|
| 7 |
+
ngpu: 1
|
| 8 |
+
seed: 0
|
| 9 |
+
num_workers: 1
|
| 10 |
+
num_att_plot: 3
|
| 11 |
+
dist_backend: nccl
|
| 12 |
+
dist_init_method: env://
|
| 13 |
+
dist_world_size: null
|
| 14 |
+
dist_rank: null
|
| 15 |
+
local_rank: 0
|
| 16 |
+
dist_master_addr: null
|
| 17 |
+
dist_master_port: null
|
| 18 |
+
dist_launcher: null
|
| 19 |
+
multiprocessing_distributed: false
|
| 20 |
+
unused_parameters: false
|
| 21 |
+
sharded_ddp: false
|
| 22 |
+
cudnn_enabled: true
|
| 23 |
+
cudnn_benchmark: false
|
| 24 |
+
cudnn_deterministic: true
|
| 25 |
+
collect_stats: false
|
| 26 |
+
write_collected_feats: false
|
| 27 |
+
max_epoch: 100
|
| 28 |
+
patience: null
|
| 29 |
+
val_scheduler_criterion:
|
| 30 |
+
- valid
|
| 31 |
+
- loss
|
| 32 |
+
early_stopping_criterion:
|
| 33 |
+
- valid
|
| 34 |
+
- loss
|
| 35 |
+
- min
|
| 36 |
+
best_model_criterion:
|
| 37 |
+
- - valid
|
| 38 |
+
- acc
|
| 39 |
+
- max
|
| 40 |
+
keep_nbest_models: 10
|
| 41 |
+
grad_clip: 3
|
| 42 |
+
grad_clip_type: 2.0
|
| 43 |
+
grad_noise: false
|
| 44 |
+
accum_grad: 1
|
| 45 |
+
no_forward_run: false
|
| 46 |
+
resume: true
|
| 47 |
+
train_dtype: float32
|
| 48 |
+
use_amp: false
|
| 49 |
+
log_interval: null
|
| 50 |
+
use_tensorboard: true
|
| 51 |
+
use_wandb: false
|
| 52 |
+
wandb_project: null
|
| 53 |
+
wandb_id: null
|
| 54 |
+
wandb_entity: null
|
| 55 |
+
wandb_name: null
|
| 56 |
+
wandb_model_log_interval: -1
|
| 57 |
+
detect_anomaly: false
|
| 58 |
+
pretrain_path: null
|
| 59 |
+
init_param: []
|
| 60 |
+
ignore_init_mismatch: false
|
| 61 |
+
freeze_param: []
|
| 62 |
+
num_iters_per_epoch: null
|
| 63 |
+
batch_size: 20
|
| 64 |
+
valid_batch_size: null
|
| 65 |
+
batch_bins: 10000000
|
| 66 |
+
valid_batch_bins: null
|
| 67 |
+
train_shape_file:
|
| 68 |
+
- exp/asr_stats_raw_zh_char/train/speech_shape
|
| 69 |
+
- exp/asr_stats_raw_zh_char/train/text_shape.char
|
| 70 |
+
valid_shape_file:
|
| 71 |
+
- exp/asr_stats_raw_zh_char/valid/speech_shape
|
| 72 |
+
- exp/asr_stats_raw_zh_char/valid/text_shape.char
|
| 73 |
+
batch_type: numel
|
| 74 |
+
valid_batch_type: null
|
| 75 |
+
fold_length:
|
| 76 |
+
- 51200
|
| 77 |
+
- 150
|
| 78 |
+
sort_in_batch: descending
|
| 79 |
+
sort_batch: descending
|
| 80 |
+
multiple_iterator: false
|
| 81 |
+
chunk_length: 500
|
| 82 |
+
chunk_shift_ratio: 0.5
|
| 83 |
+
num_cache_chunks: 1024
|
| 84 |
+
train_data_path_and_name_and_type:
|
| 85 |
+
- - dump/raw/train_nodev/wav.scp
|
| 86 |
+
- speech
|
| 87 |
+
- sound
|
| 88 |
+
- - dump/raw/train_nodev/text
|
| 89 |
+
- text
|
| 90 |
+
- text
|
| 91 |
+
valid_data_path_and_name_and_type:
|
| 92 |
+
- - dump/raw/dev/wav.scp
|
| 93 |
+
- speech
|
| 94 |
+
- sound
|
| 95 |
+
- - dump/raw/dev/text
|
| 96 |
+
- text
|
| 97 |
+
- text
|
| 98 |
+
allow_variable_data_keys: false
|
| 99 |
+
max_cache_size: 0.0
|
| 100 |
+
max_cache_fd: 32
|
| 101 |
+
valid_max_cache_size: null
|
| 102 |
+
optim: adam
|
| 103 |
+
optim_conf:
|
| 104 |
+
lr: 4.0
|
| 105 |
+
scheduler: noamlr
|
| 106 |
+
scheduler_conf:
|
| 107 |
+
model_size: 256
|
| 108 |
+
warmup_steps: 25000
|
| 109 |
+
token_list:
|
| 110 |
+
- <blank>
|
| 111 |
+
- <unk>
|
| 112 |
+
- ,
|
| 113 |
+
- 的
|
| 114 |
+
- 是
|
| 115 |
+
- 个
|
| 116 |
+
- 这
|
| 117 |
+
- 一
|
| 118 |
+
- 。
|
| 119 |
+
- 就
|
| 120 |
+
- 儿
|
| 121 |
+
- 嗯
|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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|
| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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|
| 386 |
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|
| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
| 394 |
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|
| 395 |
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|
| 396 |
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|
| 397 |
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|
| 398 |
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|
| 399 |
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|
| 400 |
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|
| 401 |
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|
| 402 |
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|
| 403 |
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|
| 404 |
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|
| 405 |
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|
| 406 |
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|
| 407 |
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|
| 408 |
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|
| 409 |
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|
| 410 |
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|
| 411 |
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|
| 412 |
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|
| 413 |
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|
| 414 |
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|
| 415 |
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|
| 416 |
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|
| 417 |
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|
| 418 |
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|
| 419 |
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|
| 420 |
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|
| 421 |
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|
| 422 |
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|
| 423 |
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|
| 424 |
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|
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|
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|
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|
| 428 |
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|
| 429 |
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|
| 430 |
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|
| 431 |
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|
| 432 |
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|
| 433 |
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|
| 434 |
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|
| 435 |
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|
| 436 |
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|
| 437 |
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|
| 438 |
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|
| 439 |
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|
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|
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|
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|
| 443 |
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|
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|
| 445 |
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|
| 446 |
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| 447 |
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|
| 448 |
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|
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|
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|
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|
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|
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|
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|
| 455 |
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|
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|
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|
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|
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| 468 |
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|
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|
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|
| 472 |
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|
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|
| 474 |
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|
| 475 |
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|
| 476 |
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|
| 477 |
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|
| 478 |
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|
| 479 |
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|
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|
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|
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|
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|
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|
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|
| 492 |
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|
| 493 |
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|
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|
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|
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|
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|
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|
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|
| 500 |
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|
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|
| 502 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 558 |
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|
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| 588 |
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| 589 |
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| 592 |
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|
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| 612 |
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| 613 |
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- B
|
| 1071 |
+
- 煤
|
| 1072 |
+
- 富
|
| 1073 |
+
- 踩
|
| 1074 |
+
- 途
|
| 1075 |
+
- 闲
|
| 1076 |
+
- 紫
|
| 1077 |
+
- 北
|
| 1078 |
+
- 欲
|
| 1079 |
+
- 曲
|
| 1080 |
+
- 榜
|
| 1081 |
+
- 垒
|
| 1082 |
+
- 伴
|
| 1083 |
+
- 累
|
| 1084 |
+
- 判
|
| 1085 |
+
- 搜
|
| 1086 |
+
- 困
|
| 1087 |
+
- 租
|
| 1088 |
+
- 键
|
| 1089 |
+
- 肥
|
| 1090 |
+
- 社
|
| 1091 |
+
- 弯
|
| 1092 |
+
- 角
|
| 1093 |
+
- 纪
|
| 1094 |
+
- 律
|
| 1095 |
+
- 详
|
| 1096 |
+
- 右
|
| 1097 |
+
- 刮
|
| 1098 |
+
- 继
|
| 1099 |
+
- 撤
|
| 1100 |
+
- 输
|
| 1101 |
+
- 普
|
| 1102 |
+
- 未
|
| 1103 |
+
- 稳
|
| 1104 |
+
- 摔
|
| 1105 |
+
- 访
|
| 1106 |
+
- 扩
|
| 1107 |
+
- 扣
|
| 1108 |
+
- 末
|
| 1109 |
+
- 票
|
| 1110 |
+
- 承
|
| 1111 |
+
- 担
|
| 1112 |
+
- 丢
|
| 1113 |
+
- 涉
|
| 1114 |
+
- 欠
|
| 1115 |
+
- 创
|
| 1116 |
+
- 获
|
| 1117 |
+
- 摊
|
| 1118 |
+
- 疑
|
| 1119 |
+
- 蓝
|
| 1120 |
+
- 答
|
| 1121 |
+
- 霜
|
| 1122 |
+
- 录
|
| 1123 |
+
- 齐
|
| 1124 |
+
- 烦
|
| 1125 |
+
- 治
|
| 1126 |
+
- 粗
|
| 1127 |
+
- 叛
|
| 1128 |
+
- 污
|
| 1129 |
+
- 址
|
| 1130 |
+
- 若
|
| 1131 |
+
- 染
|
| 1132 |
+
- 含
|
| 1133 |
+
- 药
|
| 1134 |
+
- 雨
|
| 1135 |
+
- 此
|
| 1136 |
+
- 陌
|
| 1137 |
+
- 研
|
| 1138 |
+
- 催
|
| 1139 |
+
- 拨
|
| 1140 |
+
- 页
|
| 1141 |
+
- 磕
|
| 1142 |
+
- 呆
|
| 1143 |
+
- 脸
|
| 1144 |
+
- 墙
|
| 1145 |
+
- 夫
|
| 1146 |
+
- A
|
| 1147 |
+
- 棉
|
| 1148 |
+
- 袜
|
| 1149 |
+
- 填
|
| 1150 |
+
- 死
|
| 1151 |
+
- 懒
|
| 1152 |
+
- 植
|
| 1153 |
+
- 扇
|
| 1154 |
+
- 捡
|
| 1155 |
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- 遍
|
| 1156 |
+
- 操
|
| 1157 |
+
- 摄
|
| 1158 |
+
- 箱
|
| 1159 |
+
- ?
|
| 1160 |
+
- 繁
|
| 1161 |
+
- 城
|
| 1162 |
+
- 咯
|
| 1163 |
+
- 左
|
| 1164 |
+
- 拐
|
| 1165 |
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- 悉
|
| 1166 |
+
- 犯
|
| 1167 |
+
- 宽
|
| 1168 |
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- 伞
|
| 1169 |
+
- 余
|
| 1170 |
+
- 糊
|
| 1171 |
+
- 巧
|
| 1172 |
+
- 透
|
| 1173 |
+
- 贪
|
| 1174 |
+
- 顺
|
| 1175 |
+
- 局
|
| 1176 |
+
- 妇
|
| 1177 |
+
- 私
|
| 1178 |
+
- 浪
|
| 1179 |
+
- 岗
|
| 1180 |
+
- 棋
|
| 1181 |
+
- 序
|
| 1182 |
+
- 辛
|
| 1183 |
+
- V
|
| 1184 |
+
- 握
|
| 1185 |
+
- 擦
|
| 1186 |
+
- 扔
|
| 1187 |
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- 斤
|
| 1188 |
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- 付
|
| 1189 |
+
- 剐
|
| 1190 |
+
- 锁
|
| 1191 |
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- 麻
|
| 1192 |
+
- 敢
|
| 1193 |
+
- 桶
|
| 1194 |
+
- 佩
|
| 1195 |
+
- 坠
|
| 1196 |
+
- 封
|
| 1197 |
+
- 替
|
| 1198 |
+
- 塞
|
| 1199 |
+
- 斗
|
| 1200 |
+
- 攀
|
| 1201 |
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- 爽
|
| 1202 |
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- 沉
|
| 1203 |
+
- 混
|
| 1204 |
+
- 滋
|
| 1205 |
+
- 刺
|
| 1206 |
+
- 潮
|
| 1207 |
+
- 皿
|
| 1208 |
+
- 端
|
| 1209 |
+
- 刷
|
| 1210 |
+
- 刀
|
| 1211 |
+
- 巾
|
| 1212 |
+
- 烫
|
| 1213 |
+
- 木
|
| 1214 |
+
- 漏
|
| 1215 |
+
- 迅
|
| 1216 |
+
- 织
|
| 1217 |
+
- 救
|
| 1218 |
+
- 吹
|
| 1219 |
+
- 仔
|
| 1220 |
+
- 称
|
| 1221 |
+
- 返
|
| 1222 |
+
- 景
|
| 1223 |
+
- 聚
|
| 1224 |
+
- 阶
|
| 1225 |
+
- 秀
|
| 1226 |
+
- 涨
|
| 1227 |
+
- P
|
| 1228 |
+
- 颈
|
| 1229 |
+
- 肩
|
| 1230 |
+
- 泥
|
| 1231 |
+
- I
|
| 1232 |
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- 侣
|
| 1233 |
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- 尔
|
| 1234 |
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- 伍
|
| 1235 |
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- 甚
|
| 1236 |
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- 皂
|
| 1237 |
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- 蒙
|
| 1238 |
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- 世
|
| 1239 |
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- 界
|
| 1240 |
+
- 嘻
|
| 1241 |
+
- 辈
|
| 1242 |
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- Q
|
| 1243 |
+
- 审
|
| 1244 |
+
- 尾
|
| 1245 |
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- 浇
|
| 1246 |
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- 遛
|
| 1247 |
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|
| 1248 |
+
- 措
|
| 1249 |
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- 邻
|
| 1250 |
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- 撒
|
| 1251 |
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- 挥
|
| 1252 |
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- 遵
|
| 1253 |
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- 予
|
| 1254 |
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- 击
|
| 1255 |
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- 鉴
|
| 1256 |
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- 殊
|
| 1257 |
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- 哇
|
| 1258 |
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- 载
|
| 1259 |
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- 添
|
| 1260 |
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- 盈
|
| 1261 |
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|
| 1262 |
+
- 惊
|
| 1263 |
+
- 喷
|
| 1264 |
+
- 荷
|
| 1265 |
+
- 怠
|
| 1266 |
+
- 抢
|
| 1267 |
+
- 喂
|
| 1268 |
+
- 饱
|
| 1269 |
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- 谅
|
| 1270 |
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- 团
|
| 1271 |
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- 龙
|
| 1272 |
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- 冻
|
| 1273 |
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- 图
|
| 1274 |
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- 掺
|
| 1275 |
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- 扑
|
| 1276 |
+
- 刊
|
| 1277 |
+
- 葱
|
| 1278 |
+
- 薄
|
| 1279 |
+
- 萝
|
| 1280 |
+
- 卜
|
| 1281 |
+
- 麦
|
| 1282 |
+
- 苹
|
| 1283 |
+
- 触
|
| 1284 |
+
- 飞
|
| 1285 |
+
- 艳
|
| 1286 |
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- 畅
|
| 1287 |
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- 鸡
|
| 1288 |
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- 权
|
| 1289 |
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- 趟
|
| 1290 |
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- 连
|
| 1291 |
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- 哭
|
| 1292 |
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- 旁
|
| 1293 |
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- 漂
|
| 1294 |
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- 焊
|
| 1295 |
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- 敞
|
| 1296 |
+
- 叉
|
| 1297 |
+
- 钢
|
| 1298 |
+
- 氧
|
| 1299 |
+
- 溺
|
| 1300 |
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- 聊
|
| 1301 |
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- 巢
|
| 1302 |
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- 衡
|
| 1303 |
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- 淀
|
| 1304 |
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- 劣
|
| 1305 |
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- 虫
|
| 1306 |
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- 符
|
| 1307 |
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- 均
|
| 1308 |
+
- 辨
|
| 1309 |
+
- 菌
|
| 1310 |
+
- 彻
|
| 1311 |
+
- 烂
|
| 1312 |
+
- 厅
|
| 1313 |
+
- 皱
|
| 1314 |
+
- 妥
|
| 1315 |
+
- 拾
|
| 1316 |
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- 插
|
| 1317 |
+
- 携
|
| 1318 |
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- 竹
|
| 1319 |
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- 碍
|
| 1320 |
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- 湿
|
| 1321 |
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- 灵
|
| 1322 |
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- 忌
|
| 1323 |
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- 旅
|
| 1324 |
+
- 勿
|
| 1325 |
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- 宿
|
| 1326 |
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- 迷
|
| 1327 |
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- 探
|
| 1328 |
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- 春
|
| 1329 |
+
- 劵
|
| 1330 |
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- 星
|
| 1331 |
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- 耐
|
| 1332 |
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- 裤
|
| 1333 |
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- 颖
|
| 1334 |
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- 韩
|
| 1335 |
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- 艾
|
| 1336 |
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- 灸
|
| 1337 |
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- 邀
|
| 1338 |
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- 婚
|
| 1339 |
+
- 乳
|
| 1340 |
+
- 芽
|
| 1341 |
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- 挑
|
| 1342 |
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- 摘
|
| 1343 |
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- 阿
|
| 1344 |
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- 姨
|
| 1345 |
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- 伊
|
| 1346 |
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- 慕
|
| 1347 |
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- 纯
|
| 1348 |
+
- 貌
|
| 1349 |
+
- 嘴
|
| 1350 |
+
- 偶
|
| 1351 |
+
- 睛
|
| 1352 |
+
- 献
|
| 1353 |
+
- 坚
|
| 1354 |
+
- 账
|
| 1355 |
+
- 典
|
| 1356 |
+
- 唱
|
| 1357 |
+
- L
|
| 1358 |
+
- E
|
| 1359 |
+
- 贡
|
| 1360 |
+
- 寒
|
| 1361 |
+
- 唧
|
| 1362 |
+
- Y
|
| 1363 |
+
- 尝
|
| 1364 |
+
- 抹
|
| 1365 |
+
- 汰
|
| 1366 |
+
- 腾
|
| 1367 |
+
- 哼
|
| 1368 |
+
- 仿
|
| 1369 |
+
- 英
|
| 1370 |
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- 舒
|
| 1371 |
+
- 扰
|
| 1372 |
+
- 拒
|
| 1373 |
+
- 剪
|
| 1374 |
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- 夏
|
| 1375 |
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- 宠
|
| 1376 |
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- 咬
|
| 1377 |
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- 派
|
| 1378 |
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- 委
|
| 1379 |
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- 婉
|
| 1380 |
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- 执
|
| 1381 |
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- 呗
|
| 1382 |
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- 悄
|
| 1383 |
+
- 搬
|
| 1384 |
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- 雪
|
| 1385 |
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- 盐
|
| 1386 |
+
- 暂
|
| 1387 |
+
- 奸
|
| 1388 |
+
- 耍
|
| 1389 |
+
- 僻
|
| 1390 |
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- 却
|
| 1391 |
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- 署
|
| 1392 |
+
- 寻
|
| 1393 |
+
- 串
|
| 1394 |
+
- 援
|
| 1395 |
+
- 亏
|
| 1396 |
+
- 烈
|
| 1397 |
+
- 印
|
| 1398 |
+
- 捎
|
| 1399 |
+
- 幅
|
| 1400 |
+
- 绘
|
| 1401 |
+
- 锈
|
| 1402 |
+
- 闸
|
| 1403 |
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- 罪
|
| 1404 |
+
- 嫌
|
| 1405 |
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- 俗
|
| 1406 |
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- 歹
|
| 1407 |
+
- 劳
|
| 1408 |
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- 兜
|
| 1409 |
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- 喽
|
| 1410 |
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- 谓
|
| 1411 |
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- 鹤
|
| 1412 |
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- 舍
|
| 1413 |
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- 克
|
| 1414 |
+
- 徇
|
| 1415 |
+
- 倍
|
| 1416 |
+
- 敏
|
| 1417 |
+
- 丝
|
| 1418 |
+
- 纺
|
| 1419 |
+
- 拭
|
| 1420 |
+
- 融
|
| 1421 |
+
- 蔫
|
| 1422 |
+
- 掂
|
| 1423 |
+
- 测
|
| 1424 |
+
- T
|
| 1425 |
+
- 众
|
| 1426 |
+
- 卸
|
| 1427 |
+
- 暗
|
| 1428 |
+
- 赔
|
| 1429 |
+
- 偿
|
| 1430 |
+
- 举
|
| 1431 |
+
- 劲
|
| 1432 |
+
- 篮
|
| 1433 |
+
- 储
|
| 1434 |
+
- 乙
|
| 1435 |
+
- 炔
|
| 1436 |
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- 软
|
| 1437 |
+
- 侵
|
| 1438 |
+
- 诱
|
| 1439 |
+
- 浊
|
| 1440 |
+
- 蚀
|
| 1441 |
+
- 秽
|
| 1442 |
+
- 炸
|
| 1443 |
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- 泽
|
| 1444 |
+
- 闻
|
| 1445 |
+
- 鼻
|
| 1446 |
+
- 甜
|
| 1447 |
+
- 澈
|
| 1448 |
+
- 脏
|
| 1449 |
+
- 官
|
| 1450 |
+
- 凝
|
| 1451 |
+
- 芳
|
| 1452 |
+
- 灰
|
| 1453 |
+
- 卵
|
| 1454 |
+
- 农
|
| 1455 |
+
- 烧
|
| 1456 |
+
- 肉
|
| 1457 |
+
- 桌
|
| 1458 |
+
- 椅
|
| 1459 |
+
- 垫
|
| 1460 |
+
- 硬
|
| 1461 |
+
- 叠
|
| 1462 |
+
- 瓷
|
| 1463 |
+
- 碎
|
| 1464 |
+
- 柄
|
| 1465 |
+
- 屉
|
| 1466 |
+
- 拳
|
| 1467 |
+
- 撞
|
| 1468 |
+
- 铝
|
| 1469 |
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- 歇
|
| 1470 |
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- 遗
|
| 1471 |
+
- 炮
|
| 1472 |
+
- 掌
|
| 1473 |
+
- 妨
|
| 1474 |
+
- 静
|
| 1475 |
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- 浸
|
| 1476 |
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- 涂
|
| 1477 |
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- 凉
|
| 1478 |
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- 炫
|
| 1479 |
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- 耀
|
| 1480 |
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- 姓
|
| 1481 |
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- 究
|
| 1482 |
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- 奏
|
| 1483 |
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- 缆
|
| 1484 |
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- 脚
|
| 1485 |
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- 酿
|
| 1486 |
+
- 抄
|
| 1487 |
+
- 慌
|
| 1488 |
+
- 戚
|
| 1489 |
+
- 燥
|
| 1490 |
+
- 毯
|
| 1491 |
+
- 挽
|
| 1492 |
+
- 诺
|
| 1493 |
+
- 济
|
| 1494 |
+
- 旺
|
| 1495 |
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- 抖
|
| 1496 |
+
- 郊
|
| 1497 |
+
- 疗
|
| 1498 |
+
- 巴
|
| 1499 |
+
- 痧
|
| 1500 |
+
- 脊
|
| 1501 |
+
- 膜
|
| 1502 |
+
- 晒
|
| 1503 |
+
- 润
|
| 1504 |
+
- 掏
|
| 1505 |
+
- 笔
|
| 1506 |
+
- 鞭
|
| 1507 |
+
- 博
|
| 1508 |
+
- 捧
|
| 1509 |
+
- 函
|
| 1510 |
+
- 胡
|
| 1511 |
+
- 锅
|
| 1512 |
+
- 雾
|
| 1513 |
+
- 疯
|
| 1514 |
+
- 狂
|
| 1515 |
+
- 趋
|
| 1516 |
+
- 膏
|
| 1517 |
+
- 妆
|
| 1518 |
+
- 尘
|
| 1519 |
+
- 袋
|
| 1520 |
+
- 贝
|
| 1521 |
+
- 俺
|
| 1522 |
+
- 耽
|
| 1523 |
+
- 怀
|
| 1524 |
+
- 恐
|
| 1525 |
+
- 赋
|
| 1526 |
+
- 脑
|
| 1527 |
+
- 焉
|
| 1528 |
+
- 愣
|
| 1529 |
+
- 呵
|
| 1530 |
+
- 噼
|
| 1531 |
+
- 啪
|
| 1532 |
+
- 虚
|
| 1533 |
+
- 河
|
| 1534 |
+
- 归
|
| 1535 |
+
- 绊
|
| 1536 |
+
- 械
|
| 1537 |
+
- 扬
|
| 1538 |
+
- 筒
|
| 1539 |
+
- 靴
|
| 1540 |
+
- 束
|
| 1541 |
+
- 彩
|
| 1542 |
+
- 荐
|
| 1543 |
+
- 沙
|
| 1544 |
+
- 迎
|
| 1545 |
+
- 荡
|
| 1546 |
+
- 凌
|
| 1547 |
+
- 昂
|
| 1548 |
+
- 碑
|
| 1549 |
+
- 蹦
|
| 1550 |
+
- 扉
|
| 1551 |
+
- 泼
|
| 1552 |
+
- 丰
|
| 1553 |
+
- 滴
|
| 1554 |
+
- 沾
|
| 1555 |
+
- 亭
|
| 1556 |
+
- 粘
|
| 1557 |
+
- 奇
|
| 1558 |
+
- 饼
|
| 1559 |
+
- 牙
|
| 1560 |
+
- 娃
|
| 1561 |
+
- 杯
|
| 1562 |
+
- 踢
|
| 1563 |
+
- 嘿
|
| 1564 |
+
- 抛
|
| 1565 |
+
- 枯
|
| 1566 |
+
- 剔
|
| 1567 |
+
- 苗
|
| 1568 |
+
- 纹
|
| 1569 |
+
- 永
|
| 1570 |
+
- 津
|
| 1571 |
+
- 唉
|
| 1572 |
+
- 趁
|
| 1573 |
+
- 屡
|
| 1574 |
+
- 逮
|
| 1575 |
+
- 戒
|
| 1576 |
+
- 肃
|
| 1577 |
+
- 仁
|
| 1578 |
+
- 肇
|
| 1579 |
+
- 醉
|
| 1580 |
+
- 糟
|
| 1581 |
+
- 馈
|
| 1582 |
+
- 横
|
| 1583 |
+
- 扭
|
| 1584 |
+
- 盔
|
| 1585 |
+
- 侧
|
| 1586 |
+
- 鲁
|
| 1587 |
+
- 莽
|
| 1588 |
+
- 飙
|
| 1589 |
+
- 稿
|
| 1590 |
+
- 逐
|
| 1591 |
+
- 谋
|
| 1592 |
+
- 京
|
| 1593 |
+
- 苏
|
| 1594 |
+
- 宁
|
| 1595 |
+
- 驻
|
| 1596 |
+
- 咨
|
| 1597 |
+
- 旷
|
| 1598 |
+
- 拓
|
| 1599 |
+
- 杆
|
| 1600 |
+
- 秤
|
| 1601 |
+
- 叮
|
| 1602 |
+
- 嘱
|
| 1603 |
+
- 咋
|
| 1604 |
+
- 炊
|
| 1605 |
+
- 怪
|
| 1606 |
+
- 婆
|
| 1607 |
+
- 阎
|
| 1608 |
+
- 王
|
| 1609 |
+
- 饿
|
| 1610 |
+
- 鬼
|
| 1611 |
+
- 惨
|
| 1612 |
+
- 渡
|
| 1613 |
+
- 坎
|
| 1614 |
+
- 囤
|
| 1615 |
+
- 甲
|
| 1616 |
+
- 蛙
|
| 1617 |
+
- 鲤
|
| 1618 |
+
- 桂
|
| 1619 |
+
- 石
|
| 1620 |
+
- 玉
|
| 1621 |
+
- 溪
|
| 1622 |
+
- 华
|
| 1623 |
+
- 窝
|
| 1624 |
+
- 截
|
| 1625 |
+
- 秩
|
| 1626 |
+
- 嗨
|
| 1627 |
+
- 芹
|
| 1628 |
+
- 梨
|
| 1629 |
+
- 蕉
|
| 1630 |
+
- S
|
| 1631 |
+
- 煲
|
| 1632 |
+
- 汤
|
| 1633 |
+
- 鲫
|
| 1634 |
+
- 揽
|
| 1635 |
+
- 挡
|
| 1636 |
+
- 柚
|
| 1637 |
+
- 瑞
|
| 1638 |
+
- 匹
|
| 1639 |
+
- '2'
|
| 1640 |
+
- 踹
|
| 1641 |
+
- 吵
|
| 1642 |
+
- 凶
|
| 1643 |
+
- 矩
|
| 1644 |
+
- 迟
|
| 1645 |
+
- 脾
|
| 1646 |
+
- 纳
|
| 1647 |
+
- 朵
|
| 1648 |
+
- 墨
|
| 1649 |
+
- 袖
|
| 1650 |
+
- 链
|
| 1651 |
+
- 钩
|
| 1652 |
+
- 笼
|
| 1653 |
+
- 熄
|
| 1654 |
+
- 盆
|
| 1655 |
+
- 殴
|
| 1656 |
+
- 欺
|
| 1657 |
+
- 诈
|
| 1658 |
+
- 厕
|
| 1659 |
+
- 娱
|
| 1660 |
+
- 爬
|
| 1661 |
+
- 威
|
| 1662 |
+
- 胁
|
| 1663 |
+
- 阅
|
| 1664 |
+
- 赌
|
| 1665 |
+
- 拢
|
| 1666 |
+
- 症
|
| 1667 |
+
- 伪
|
| 1668 |
+
- 脂
|
| 1669 |
+
- 堪
|
| 1670 |
+
- 盛
|
| 1671 |
+
- 蚊
|
| 1672 |
+
- 蝇
|
| 1673 |
+
- 煎
|
| 1674 |
+
- 晰
|
| 1675 |
+
- 柔
|
| 1676 |
+
- 涩
|
| 1677 |
+
- 汁
|
| 1678 |
+
- 腹
|
| 1679 |
+
- 胃
|
| 1680 |
+
- 痉
|
| 1681 |
+
- 挛
|
| 1682 |
+
- 颗
|
| 1683 |
+
- 粒
|
| 1684 |
+
- 匀
|
| 1685 |
+
- 败
|
| 1686 |
+
- 历
|
| 1687 |
+
- 佳
|
| 1688 |
+
- 乏
|
| 1689 |
+
- 寄
|
| 1690 |
+
- 残
|
| 1691 |
+
- 杀
|
| 1692 |
+
- 剂
|
| 1693 |
+
- 疾
|
| 1694 |
+
- 衍
|
| 1695 |
+
- 溅
|
| 1696 |
+
- 倘
|
| 1697 |
+
- 褶
|
| 1698 |
+
- 席
|
| 1699 |
+
- 启
|
| 1700 |
+
- 遮
|
| 1701 |
+
- 槽
|
| 1702 |
+
- 递
|
| 1703 |
+
- 橱
|
| 1704 |
+
- 迹
|
| 1705 |
+
- 镁
|
| 1706 |
+
- 泄
|
| 1707 |
+
- 阀
|
| 1708 |
+
- 柴
|
| 1709 |
+
- 阻
|
| 1710 |
+
- 恋
|
| 1711 |
+
- 盲
|
| 1712 |
+
- 浓
|
| 1713 |
+
- 捂
|
| 1714 |
+
- 腰
|
| 1715 |
+
- 姿
|
| 1716 |
+
- 缝
|
| 1717 |
+
- 肿
|
| 1718 |
+
- 焦
|
| 1719 |
+
- 骗
|
| 1720 |
+
- 伺
|
| 1721 |
+
- 嘘
|
| 1722 |
+
- 掩
|
| 1723 |
+
- 褥
|
| 1724 |
+
- 帘
|
| 1725 |
+
- 籍
|
| 1726 |
+
- 锥
|
| 1727 |
+
- 锋
|
| 1728 |
+
- 尖
|
| 1729 |
+
- 锐
|
| 1730 |
+
- 祸
|
| 1731 |
+
- 秒
|
| 1732 |
+
- 李
|
| 1733 |
+
- 伸
|
| 1734 |
+
- 浏
|
| 1735 |
+
- 览
|
| 1736 |
+
- 航
|
| 1737 |
+
- 讯
|
| 1738 |
+
- 谨
|
| 1739 |
+
- 慎
|
| 1740 |
+
- 匪
|
| 1741 |
+
- 劫
|
| 1742 |
+
- 医
|
| 1743 |
+
- 族
|
| 1744 |
+
- 忧
|
| 1745 |
+
- 孤
|
| 1746 |
+
- 拜
|
| 1747 |
+
- 窄
|
| 1748 |
+
- 唯
|
| 1749 |
+
- 搁
|
| 1750 |
+
- 朝
|
| 1751 |
+
- 尺
|
| 1752 |
+
- 盟
|
| 1753 |
+
- 波
|
| 1754 |
+
- 隆
|
| 1755 |
+
- 词
|
| 1756 |
+
- 村
|
| 1757 |
+
- 娶
|
| 1758 |
+
- 媳
|
| 1759 |
+
- 县
|
| 1760 |
+
- 聘
|
| 1761 |
+
- 醇
|
| 1762 |
+
- 泡
|
| 1763 |
+
- 坨
|
| 1764 |
+
- 淋
|
| 1765 |
+
- 延
|
| 1766 |
+
- 柱
|
| 1767 |
+
- 肾
|
| 1768 |
+
- 蒸
|
| 1769 |
+
- 槛
|
| 1770 |
+
- 赚
|
| 1771 |
+
- 凡
|
| 1772 |
+
- 恩
|
| 1773 |
+
- 厚
|
| 1774 |
+
- 赞
|
| 1775 |
+
- 茎
|
| 1776 |
+
- 蒜
|
| 1777 |
+
- 苔
|
| 1778 |
+
- 甘
|
| 1779 |
+
- 菠
|
| 1780 |
+
- 涮
|
| 1781 |
+
- 霾
|
| 1782 |
+
- 仍
|
| 1783 |
+
- 云
|
| 1784 |
+
- 追
|
| 1785 |
+
- 丽
|
| 1786 |
+
- 盖
|
| 1787 |
+
- 欧
|
| 1788 |
+
- 莱
|
| 1789 |
+
- 雅
|
| 1790 |
+
- 婴
|
| 1791 |
+
- 孕
|
| 1792 |
+
- 敲
|
| 1793 |
+
- 约
|
| 1794 |
+
- 惰
|
| 1795 |
+
- 谱
|
| 1796 |
+
- 射
|
| 1797 |
+
- 惑
|
| 1798 |
+
- 睹
|
| 1799 |
+
- 奉
|
| 1800 |
+
- 诚
|
| 1801 |
+
- 惶
|
| 1802 |
+
- 卓
|
| 1803 |
+
- 勉
|
| 1804 |
+
- 聪
|
| 1805 |
+
- 疼
|
| 1806 |
+
- 弃
|
| 1807 |
+
- 奴
|
| 1808 |
+
- 隶
|
| 1809 |
+
- 嚷
|
| 1810 |
+
- 眠
|
| 1811 |
+
- 躺
|
| 1812 |
+
- 乒
|
| 1813 |
+
- 乓
|
| 1814 |
+
- 琴
|
| 1815 |
+
- 挖
|
| 1816 |
+
- 掘
|
| 1817 |
+
- 阵
|
| 1818 |
+
- 浆
|
| 1819 |
+
- 索
|
| 1820 |
+
- 呼
|
| 1821 |
+
- 古
|
| 1822 |
+
- 弥
|
| 1823 |
+
- 熔
|
| 1824 |
+
- 抱
|
| 1825 |
+
- 怨
|
| 1826 |
+
- 猫
|
| 1827 |
+
- 笑
|
| 1828 |
+
- 挣
|
| 1829 |
+
- 黑
|
| 1830 |
+
- 猛
|
| 1831 |
+
- 令
|
| 1832 |
+
- 核
|
| 1833 |
+
- 磊
|
| 1834 |
+
- 橙
|
| 1835 |
+
- 吨
|
| 1836 |
+
- 吊
|
| 1837 |
+
- 蘸
|
| 1838 |
+
- 氮
|
| 1839 |
+
- 罐
|
| 1840 |
+
- 战
|
| 1841 |
+
- 懈
|
| 1842 |
+
- 渐
|
| 1843 |
+
- 胜
|
| 1844 |
+
- 命
|
| 1845 |
+
- 抬
|
| 1846 |
+
- 缘
|
| 1847 |
+
- 睦
|
| 1848 |
+
- 扮
|
| 1849 |
+
- 珠
|
| 1850 |
+
- 颁
|
| 1851 |
+
- 蔼
|
| 1852 |
+
- 凳
|
| 1853 |
+
- 饰
|
| 1854 |
+
- 缤
|
| 1855 |
+
- 晶
|
| 1856 |
+
- 抵
|
| 1857 |
+
- 遥
|
| 1858 |
+
- 腿
|
| 1859 |
+
- 拍
|
| 1860 |
+
- 妻
|
| 1861 |
+
- 羽
|
| 1862 |
+
- 绒
|
| 1863 |
+
- 梳
|
| 1864 |
+
- 袄
|
| 1865 |
+
- 述
|
| 1866 |
+
- 跆
|
| 1867 |
+
- 屈
|
| 1868 |
+
- 脱
|
| 1869 |
+
- 朗
|
| 1870 |
+
- 劝
|
| 1871 |
+
- 胆
|
| 1872 |
+
- 腔
|
| 1873 |
+
- 圆
|
| 1874 |
+
- 亚
|
| 1875 |
+
- 宴
|
| 1876 |
+
- 编
|
| 1877 |
+
- 肢
|
| 1878 |
+
- 壶
|
| 1879 |
+
- 暑
|
| 1880 |
+
- 怒
|
| 1881 |
+
- 描
|
| 1882 |
+
- 绕
|
| 1883 |
+
- 悦
|
| 1884 |
+
- 忆
|
| 1885 |
+
- 嗓
|
| 1886 |
+
- 胖
|
| 1887 |
+
- 疙
|
| 1888 |
+
- 瘩
|
| 1889 |
+
- 哒
|
| 1890 |
+
- 碴
|
| 1891 |
+
- 棱
|
| 1892 |
+
- 炒
|
| 1893 |
+
- 井
|
| 1894 |
+
- 漫
|
| 1895 |
+
- 烘
|
| 1896 |
+
- 焙
|
| 1897 |
+
- 涤
|
| 1898 |
+
- 船
|
| 1899 |
+
- 纱
|
| 1900 |
+
- 君
|
| 1901 |
+
- 茉
|
| 1902 |
+
- 莉
|
| 1903 |
+
- 钙
|
| 1904 |
+
- 瞩
|
| 1905 |
+
- <_>
|
| 1906 |
+
- 塌
|
| 1907 |
+
- 嗷
|
| 1908 |
+
- 屁
|
| 1909 |
+
- 股
|
| 1910 |
+
- 绪
|
| 1911 |
+
- 勇
|
| 1912 |
+
- 奋
|
| 1913 |
+
- 荣
|
| 1914 |
+
- 诲
|
| 1915 |
+
- 卑
|
| 1916 |
+
- 挫
|
| 1917 |
+
- 昧
|
| 1918 |
+
- 疲
|
| 1919 |
+
- 惫
|
| 1920 |
+
- 册
|
| 1921 |
+
- 呈
|
| 1922 |
+
- 僵
|
| 1923 |
+
- 熬
|
| 1924 |
+
- 敬
|
| 1925 |
+
- 呦
|
| 1926 |
+
- <sos/eos>
|
| 1927 |
+
init: null
|
| 1928 |
+
input_size: null
|
| 1929 |
+
ctc_conf:
|
| 1930 |
+
dropout_rate: 0.0
|
| 1931 |
+
ctc_type: builtin
|
| 1932 |
+
reduce: true
|
| 1933 |
+
ignore_nan_grad: true
|
| 1934 |
+
model_conf:
|
| 1935 |
+
ctc_weight: 0.3
|
| 1936 |
+
lsm_weight: 0.1
|
| 1937 |
+
length_normalized_loss: false
|
| 1938 |
+
use_preprocessor: true
|
| 1939 |
+
token_type: char
|
| 1940 |
+
bpemodel: null
|
| 1941 |
+
non_linguistic_symbols: /ocean/projects/cis210027p/berrebbi/espnet/egs2/aishell4/asr1/data/nlsyms.txt
|
| 1942 |
+
cleaner: null
|
| 1943 |
+
g2p: null
|
| 1944 |
+
speech_volume_normalize: null
|
| 1945 |
+
rir_scp: null
|
| 1946 |
+
rir_apply_prob: 1.0
|
| 1947 |
+
noise_scp: null
|
| 1948 |
+
noise_apply_prob: 1.0
|
| 1949 |
+
noise_db_range: '13_15'
|
| 1950 |
+
frontend: default
|
| 1951 |
+
frontend_conf:
|
| 1952 |
+
n_fft: 512
|
| 1953 |
+
win_length: 400
|
| 1954 |
+
hop_length: 160
|
| 1955 |
+
fs: 16k
|
| 1956 |
+
specaug: specaug
|
| 1957 |
+
specaug_conf:
|
| 1958 |
+
apply_time_warp: true
|
| 1959 |
+
time_warp_window: 5
|
| 1960 |
+
time_warp_mode: bicubic
|
| 1961 |
+
apply_freq_mask: true
|
| 1962 |
+
freq_mask_width_range:
|
| 1963 |
+
- 0
|
| 1964 |
+
- 30
|
| 1965 |
+
num_freq_mask: 2
|
| 1966 |
+
apply_time_mask: true
|
| 1967 |
+
time_mask_width_range:
|
| 1968 |
+
- 0
|
| 1969 |
+
- 40
|
| 1970 |
+
num_time_mask: 2
|
| 1971 |
+
normalize: global_mvn
|
| 1972 |
+
normalize_conf:
|
| 1973 |
+
stats_file: exp/asr_stats_raw_zh_char/train/feats_stats.npz
|
| 1974 |
+
preencoder: null
|
| 1975 |
+
preencoder_conf: {}
|
| 1976 |
+
encoder: conformer
|
| 1977 |
+
encoder_conf:
|
| 1978 |
+
input_layer: conv2d
|
| 1979 |
+
num_blocks: 12
|
| 1980 |
+
linear_units: 2048
|
| 1981 |
+
dropout_rate: 0.1
|
| 1982 |
+
output_size: 256
|
| 1983 |
+
attention_heads: 4
|
| 1984 |
+
attention_dropout_rate: 0.0
|
| 1985 |
+
pos_enc_layer_type: rel_pos
|
| 1986 |
+
selfattention_layer_type: rel_selfattn
|
| 1987 |
+
activation_type: swish
|
| 1988 |
+
macaron_style: true
|
| 1989 |
+
use_cnn_module: true
|
| 1990 |
+
cnn_module_kernel: 15
|
| 1991 |
+
postencoder: null
|
| 1992 |
+
postencoder_conf: {}
|
| 1993 |
+
decoder: transformer
|
| 1994 |
+
decoder_conf:
|
| 1995 |
+
input_layer: embed
|
| 1996 |
+
num_blocks: 6
|
| 1997 |
+
linear_units: 2048
|
| 1998 |
+
dropout_rate: 0.1
|
| 1999 |
+
required:
|
| 2000 |
+
- output_dir
|
| 2001 |
+
- token_list
|
| 2002 |
+
version: 0.10.3a1
|
| 2003 |
+
distributed: false
|
exp/asr_fine_tune5_100ep/images/acc.png
ADDED
|
exp/asr_fine_tune5_100ep/images/backward_time.png
ADDED
|
exp/asr_fine_tune5_100ep/images/cer.png
ADDED
|
exp/asr_fine_tune5_100ep/images/cer_ctc.png
ADDED
|
exp/asr_fine_tune5_100ep/images/forward_time.png
ADDED
|
exp/asr_fine_tune5_100ep/images/gpu_max_cached_mem_GB.png
ADDED
|
exp/asr_fine_tune5_100ep/images/iter_time.png
ADDED
|
exp/asr_fine_tune5_100ep/images/loss.png
ADDED
|
exp/asr_fine_tune5_100ep/images/loss_att.png
ADDED
|
exp/asr_fine_tune5_100ep/images/loss_ctc.png
ADDED
|
exp/asr_fine_tune5_100ep/images/optim0_lr0.png
ADDED
|
exp/asr_fine_tune5_100ep/images/optim_step_time.png
ADDED
|
exp/asr_fine_tune5_100ep/images/train_time.png
ADDED
|
exp/asr_fine_tune5_100ep/images/wer.png
ADDED
|
exp/asr_fine_tune5_100ep/valid.acc.ave_10best.pth
ADDED
|
@@ -0,0 +1,3 @@
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:046e8344c557868ca540b211339dc601887683e7af10e143067b769c6ea22bd5
|
| 3 |
+
size 177693093
|
exp/asr_stats_raw_zh_char/train/feats_stats.npz
ADDED
|
Binary file (1.4 kB). View file
|
|
|
exp/lm_nuit/config.yaml
ADDED
|
@@ -0,0 +1,1939 @@
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|
| 1 |
+
config: conf/train_lm_transformer.yaml
|
| 2 |
+
print_config: false
|
| 3 |
+
log_level: INFO
|
| 4 |
+
dry_run: false
|
| 5 |
+
iterator_type: sequence
|
| 6 |
+
output_dir: exp/lm_nuit
|
| 7 |
+
ngpu: 1
|
| 8 |
+
seed: 0
|
| 9 |
+
num_workers: 1
|
| 10 |
+
num_att_plot: 3
|
| 11 |
+
dist_backend: nccl
|
| 12 |
+
dist_init_method: env://
|
| 13 |
+
dist_world_size: null
|
| 14 |
+
dist_rank: null
|
| 15 |
+
local_rank: 0
|
| 16 |
+
dist_master_addr: null
|
| 17 |
+
dist_master_port: null
|
| 18 |
+
dist_launcher: null
|
| 19 |
+
multiprocessing_distributed: false
|
| 20 |
+
unused_parameters: false
|
| 21 |
+
sharded_ddp: false
|
| 22 |
+
cudnn_enabled: true
|
| 23 |
+
cudnn_benchmark: false
|
| 24 |
+
cudnn_deterministic: true
|
| 25 |
+
collect_stats: false
|
| 26 |
+
write_collected_feats: false
|
| 27 |
+
max_epoch: 15
|
| 28 |
+
patience: null
|
| 29 |
+
val_scheduler_criterion:
|
| 30 |
+
- valid
|
| 31 |
+
- loss
|
| 32 |
+
early_stopping_criterion:
|
| 33 |
+
- valid
|
| 34 |
+
- loss
|
| 35 |
+
- min
|
| 36 |
+
best_model_criterion:
|
| 37 |
+
- - valid
|
| 38 |
+
- loss
|
| 39 |
+
- min
|
| 40 |
+
keep_nbest_models: 10
|
| 41 |
+
grad_clip: 5.0
|
| 42 |
+
grad_clip_type: 2.0
|
| 43 |
+
grad_noise: false
|
| 44 |
+
accum_grad: 1
|
| 45 |
+
no_forward_run: false
|
| 46 |
+
resume: true
|
| 47 |
+
train_dtype: float32
|
| 48 |
+
use_amp: false
|
| 49 |
+
log_interval: null
|
| 50 |
+
use_tensorboard: true
|
| 51 |
+
use_wandb: false
|
| 52 |
+
wandb_project: null
|
| 53 |
+
wandb_id: null
|
| 54 |
+
wandb_entity: null
|
| 55 |
+
wandb_name: null
|
| 56 |
+
wandb_model_log_interval: -1
|
| 57 |
+
detect_anomaly: false
|
| 58 |
+
pretrain_path: null
|
| 59 |
+
init_param: []
|
| 60 |
+
ignore_init_mismatch: false
|
| 61 |
+
freeze_param: []
|
| 62 |
+
num_iters_per_epoch: null
|
| 63 |
+
batch_size: 20
|
| 64 |
+
valid_batch_size: null
|
| 65 |
+
batch_bins: 2000000
|
| 66 |
+
valid_batch_bins: null
|
| 67 |
+
train_shape_file:
|
| 68 |
+
- exp/lm_stats_zh_char/train/text_shape.char
|
| 69 |
+
valid_shape_file:
|
| 70 |
+
- exp/lm_stats_zh_char/valid/text_shape.char
|
| 71 |
+
batch_type: numel
|
| 72 |
+
valid_batch_type: null
|
| 73 |
+
fold_length:
|
| 74 |
+
- 150
|
| 75 |
+
sort_in_batch: descending
|
| 76 |
+
sort_batch: descending
|
| 77 |
+
multiple_iterator: false
|
| 78 |
+
chunk_length: 500
|
| 79 |
+
chunk_shift_ratio: 0.5
|
| 80 |
+
num_cache_chunks: 1024
|
| 81 |
+
train_data_path_and_name_and_type:
|
| 82 |
+
- - dump/raw/lm_train.txt
|
| 83 |
+
- text
|
| 84 |
+
- text
|
| 85 |
+
valid_data_path_and_name_and_type:
|
| 86 |
+
- - dump/raw/dev/text
|
| 87 |
+
- text
|
| 88 |
+
- text
|
| 89 |
+
allow_variable_data_keys: false
|
| 90 |
+
max_cache_size: 0.0
|
| 91 |
+
max_cache_fd: 32
|
| 92 |
+
valid_max_cache_size: null
|
| 93 |
+
optim: adam
|
| 94 |
+
optim_conf:
|
| 95 |
+
lr: 0.005
|
| 96 |
+
scheduler: warmuplr
|
| 97 |
+
scheduler_conf:
|
| 98 |
+
warmup_steps: 25000
|
| 99 |
+
token_list:
|
| 100 |
+
- <blank>
|
| 101 |
+
- <unk>
|
| 102 |
+
- ,
|
| 103 |
+
- 的
|
| 104 |
+
- 是
|
| 105 |
+
- 个
|
| 106 |
+
- 这
|
| 107 |
+
- 一
|
| 108 |
+
- 。
|
| 109 |
+
- 就
|
| 110 |
+
- 儿
|
| 111 |
+
- 嗯
|
| 112 |
+
- 们
|
| 113 |
+
- 呃
|
| 114 |
+
- 我
|
| 115 |
+
- 有
|
| 116 |
+
- <sil>
|
| 117 |
+
- 那
|
| 118 |
+
- 说
|
| 119 |
+
- 不
|
| 120 |
+
- 些
|
| 121 |
+
- 也
|
| 122 |
+
- 他
|
| 123 |
+
- 你
|
| 124 |
+
- 要
|
| 125 |
+
- 后
|
| 126 |
+
- 以
|
| 127 |
+
- 咱
|
| 128 |
+
- 在
|
| 129 |
+
- 啊
|
| 130 |
+
- 了
|
| 131 |
+
- 然
|
| 132 |
+
- 家
|
| 133 |
+
- 都
|
| 134 |
+
- 来
|
| 135 |
+
- 还
|
| 136 |
+
- 可
|
| 137 |
+
- 子
|
| 138 |
+
- 下
|
| 139 |
+
- 上
|
| 140 |
+
- 时
|
| 141 |
+
- 比
|
| 142 |
+
- 话
|
| 143 |
+
- 孩
|
| 144 |
+
- 呢
|
| 145 |
+
- 去
|
| 146 |
+
- 人
|
| 147 |
+
- 好
|
| 148 |
+
- 对
|
| 149 |
+
- 能
|
| 150 |
+
- 么
|
| 151 |
+
- 吧
|
| 152 |
+
- 学
|
| 153 |
+
- 多
|
| 154 |
+
- 到
|
| 155 |
+
- 看
|
| 156 |
+
- 为
|
| 157 |
+
- 进
|
| 158 |
+
- 把
|
| 159 |
+
- 大
|
| 160 |
+
- 做
|
| 161 |
+
- 生
|
| 162 |
+
- 种
|
| 163 |
+
- 品
|
| 164 |
+
- 给
|
| 165 |
+
- 没
|
| 166 |
+
- 行
|
| 167 |
+
- 现
|
| 168 |
+
- 小
|
| 169 |
+
- 会
|
| 170 |
+
- 作
|
| 171 |
+
- 较
|
| 172 |
+
- 方
|
| 173 |
+
- 块
|
| 174 |
+
- 业
|
| 175 |
+
- 让
|
| 176 |
+
- 点
|
| 177 |
+
- 定
|
| 178 |
+
- 因
|
| 179 |
+
- 什
|
| 180 |
+
- 长
|
| 181 |
+
- 面
|
| 182 |
+
- 如
|
| 183 |
+
- 安
|
| 184 |
+
- 客
|
| 185 |
+
- 问
|
| 186 |
+
- 过
|
| 187 |
+
- 车
|
| 188 |
+
- 出
|
| 189 |
+
- 啦
|
| 190 |
+
- 边
|
| 191 |
+
- 候
|
| 192 |
+
- 主
|
| 193 |
+
- 所
|
| 194 |
+
- 题
|
| 195 |
+
- 买
|
| 196 |
+
- 销
|
| 197 |
+
- 天
|
| 198 |
+
- 意
|
| 199 |
+
- 自
|
| 200 |
+
- 全
|
| 201 |
+
- 动
|
| 202 |
+
- 工
|
| 203 |
+
- '&'
|
| 204 |
+
- 老
|
| 205 |
+
- 或
|
| 206 |
+
- 者
|
| 207 |
+
- 年
|
| 208 |
+
- 着
|
| 209 |
+
- 实
|
| 210 |
+
- 活
|
| 211 |
+
- 理
|
| 212 |
+
- 包
|
| 213 |
+
- 样
|
| 214 |
+
- 再
|
| 215 |
+
- 区
|
| 216 |
+
- 用
|
| 217 |
+
- 呀
|
| 218 |
+
- 零
|
| 219 |
+
- 员
|
| 220 |
+
- 发
|
| 221 |
+
- 先
|
| 222 |
+
- 部
|
| 223 |
+
- 放
|
| 224 |
+
- 门
|
| 225 |
+
- 情
|
| 226 |
+
- 像
|
| 227 |
+
- 分
|
| 228 |
+
- 售
|
| 229 |
+
- 很
|
| 230 |
+
- 开
|
| 231 |
+
- 己
|
| 232 |
+
- 十
|
| 233 |
+
- 括
|
| 234 |
+
- 跟
|
| 235 |
+
- 事
|
| 236 |
+
- 需
|
| 237 |
+
- 更
|
| 238 |
+
- 其
|
| 239 |
+
- 装
|
| 240 |
+
- 市
|
| 241 |
+
- 成
|
| 242 |
+
- 里
|
| 243 |
+
- 物
|
| 244 |
+
- 别
|
| 245 |
+
- 间
|
| 246 |
+
- 第
|
| 247 |
+
- 次
|
| 248 |
+
- 中
|
| 249 |
+
- 提
|
| 250 |
+
- 超
|
| 251 |
+
- 顾
|
| 252 |
+
- 保
|
| 253 |
+
- 感
|
| 254 |
+
- 加
|
| 255 |
+
- 量
|
| 256 |
+
- 二
|
| 257 |
+
- 和
|
| 258 |
+
- 各
|
| 259 |
+
- 嘛
|
| 260 |
+
- 新
|
| 261 |
+
- 每
|
| 262 |
+
- 完
|
| 263 |
+
- 力
|
| 264 |
+
- 消
|
| 265 |
+
- 得
|
| 266 |
+
- 店
|
| 267 |
+
- 本
|
| 268 |
+
- 通
|
| 269 |
+
- 习
|
| 270 |
+
- 觉
|
| 271 |
+
- 道
|
| 272 |
+
- 心
|
| 273 |
+
- 校
|
| 274 |
+
- 菜
|
| 275 |
+
- 交
|
| 276 |
+
- 哪
|
| 277 |
+
- 产
|
| 278 |
+
- 于
|
| 279 |
+
- 位
|
| 280 |
+
- 电
|
| 281 |
+
- 想
|
| 282 |
+
- 三
|
| 283 |
+
- 况
|
| 284 |
+
- 度
|
| 285 |
+
- 期
|
| 286 |
+
- 应
|
| 287 |
+
- 但
|
| 288 |
+
- 教
|
| 289 |
+
- 体
|
| 290 |
+
- 常
|
| 291 |
+
- 师
|
| 292 |
+
- 它
|
| 293 |
+
- 高
|
| 294 |
+
- 前
|
| 295 |
+
- 之
|
| 296 |
+
- 西
|
| 297 |
+
- 特
|
| 298 |
+
- 商
|
| 299 |
+
- 果
|
| 300 |
+
- 场
|
| 301 |
+
- 重
|
| 302 |
+
- 防
|
| 303 |
+
- 管
|
| 304 |
+
- 起
|
| 305 |
+
- 地
|
| 306 |
+
- 该
|
| 307 |
+
- 东
|
| 308 |
+
- 少
|
| 309 |
+
- 打
|
| 310 |
+
- 费
|
| 311 |
+
- 当
|
| 312 |
+
- 带
|
| 313 |
+
- 服
|
| 314 |
+
- 口
|
| 315 |
+
- 购
|
| 316 |
+
- 知
|
| 317 |
+
- 回
|
| 318 |
+
- 同
|
| 319 |
+
- 钱
|
| 320 |
+
- 外
|
| 321 |
+
- 户
|
| 322 |
+
- 注
|
| 323 |
+
- 促
|
| 324 |
+
- 价
|
| 325 |
+
- 解
|
| 326 |
+
- <#>
|
| 327 |
+
- 水
|
| 328 |
+
- 百
|
| 329 |
+
- 今
|
| 330 |
+
- 太
|
| 331 |
+
- 最
|
| 332 |
+
- 报
|
| 333 |
+
- 怎
|
| 334 |
+
- 才
|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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- <->
|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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|
| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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|
| 386 |
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|
| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
| 394 |
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|
| 395 |
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|
| 396 |
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|
| 397 |
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|
| 398 |
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|
| 399 |
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|
| 400 |
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|
| 401 |
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|
| 402 |
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|
| 403 |
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|
| 404 |
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|
| 405 |
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|
| 406 |
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|
| 407 |
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|
| 408 |
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|
| 409 |
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|
| 410 |
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|
| 411 |
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|
| 412 |
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|
| 413 |
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|
| 414 |
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|
| 415 |
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|
| 416 |
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|
| 417 |
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|
| 418 |
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|
| 419 |
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|
| 420 |
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|
| 421 |
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|
| 422 |
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|
| 423 |
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|
| 424 |
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|
| 425 |
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|
| 426 |
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|
| 427 |
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|
| 428 |
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|
| 429 |
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|
| 430 |
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|
| 431 |
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|
| 432 |
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|
| 433 |
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|
| 434 |
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|
| 435 |
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|
| 436 |
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|
| 437 |
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|
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|
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|
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|
| 443 |
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| 444 |
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| 445 |
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| 446 |
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| 448 |
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| 458 |
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| 459 |
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|
| 460 |
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| 461 |
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| 464 |
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| 465 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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| 768 |
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| 770 |
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| 777 |
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| 778 |
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|
| 779 |
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|
| 780 |
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|
| 781 |
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|
| 782 |
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|
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|
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|
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|
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|
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|
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|
| 790 |
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|
| 791 |
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|
| 792 |
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|
| 793 |
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|
| 794 |
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|
| 795 |
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|
| 796 |
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|
| 797 |
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|
| 798 |
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|
| 799 |
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|
| 800 |
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|
| 801 |
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|
| 802 |
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|
| 803 |
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|
| 804 |
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|
| 805 |
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|
| 806 |
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|
| 807 |
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|
| 808 |
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|
| 809 |
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|
| 810 |
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|
| 811 |
+
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|
| 812 |
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|
| 813 |
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- 并
|
| 814 |
+
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|
| 815 |
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|
| 816 |
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|
| 817 |
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|
| 818 |
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|
| 819 |
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|
| 820 |
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|
| 821 |
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|
| 822 |
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- 避
|
| 823 |
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|
| 824 |
+
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|
| 825 |
+
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|
| 826 |
+
- 掉
|
| 827 |
+
- 估
|
| 828 |
+
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|
| 829 |
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|
| 830 |
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|
| 831 |
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|
| 832 |
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|
| 833 |
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|
| 834 |
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|
| 835 |
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|
| 836 |
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|
| 837 |
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|
| 838 |
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|
| 839 |
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|
| 840 |
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|
| 841 |
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- 架
|
| 842 |
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|
| 843 |
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|
| 844 |
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- D
|
| 845 |
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|
| 846 |
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|
| 847 |
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|
| 848 |
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|
| 849 |
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|
| 850 |
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|
| 851 |
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|
| 852 |
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|
| 853 |
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|
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|
| 855 |
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|
| 856 |
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|
| 857 |
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|
| 858 |
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|
| 859 |
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|
| 860 |
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|
| 861 |
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|
| 862 |
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|
| 863 |
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|
| 864 |
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|
| 865 |
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|
| 866 |
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|
| 867 |
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|
| 868 |
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|
| 869 |
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|
| 870 |
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|
| 871 |
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|
| 872 |
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|
| 873 |
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|
| 874 |
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|
| 875 |
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|
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|
| 877 |
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|
| 878 |
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|
| 879 |
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|
| 880 |
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|
| 881 |
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|
| 882 |
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|
| 883 |
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|
| 884 |
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|
| 885 |
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|
| 886 |
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|
| 887 |
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|
| 888 |
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|
| 889 |
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|
| 890 |
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|
| 891 |
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|
| 892 |
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|
| 893 |
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|
| 894 |
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|
| 895 |
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|
| 896 |
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|
| 897 |
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|
| 898 |
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|
| 899 |
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|
| 900 |
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|
| 901 |
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|
| 902 |
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|
| 903 |
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|
| 904 |
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|
| 905 |
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|
| 906 |
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|
| 907 |
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|
| 908 |
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|
| 909 |
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|
| 910 |
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|
| 911 |
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|
| 912 |
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|
| 913 |
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|
| 914 |
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|
| 915 |
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|
| 916 |
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|
| 917 |
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|
| 918 |
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|
| 919 |
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|
| 920 |
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|
| 921 |
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|
| 922 |
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|
| 923 |
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|
| 924 |
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|
| 925 |
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|
| 926 |
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|
| 927 |
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|
| 928 |
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|
| 929 |
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|
| 930 |
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|
| 931 |
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|
| 932 |
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|
| 933 |
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|
| 934 |
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|
| 935 |
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|
| 936 |
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|
| 937 |
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|
| 938 |
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|
| 939 |
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|
| 940 |
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|
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|
| 942 |
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|
| 943 |
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|
| 944 |
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|
| 945 |
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|
| 946 |
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|
| 947 |
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|
| 948 |
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|
| 949 |
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|
| 950 |
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|
| 951 |
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|
| 952 |
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|
| 953 |
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|
| 954 |
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|
| 955 |
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|
| 956 |
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|
| 957 |
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|
| 958 |
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|
| 959 |
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|
| 960 |
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|
| 961 |
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|
| 962 |
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|
| 963 |
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|
| 964 |
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|
| 965 |
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- C
|
| 966 |
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|
| 967 |
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|
| 968 |
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|
| 969 |
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|
| 970 |
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|
| 971 |
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|
| 972 |
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|
| 973 |
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|
| 974 |
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|
| 975 |
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|
| 976 |
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|
| 977 |
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|
| 978 |
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|
| 979 |
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|
| 980 |
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|
| 981 |
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|
| 982 |
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|
| 983 |
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|
| 984 |
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|
| 985 |
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|
| 986 |
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|
| 987 |
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|
| 988 |
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|
| 989 |
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|
| 990 |
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|
| 991 |
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|
| 992 |
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|
| 993 |
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|
| 994 |
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|
| 995 |
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|
| 996 |
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|
| 997 |
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|
| 998 |
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|
| 999 |
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|
| 1000 |
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|
| 1001 |
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|
| 1002 |
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|
| 1003 |
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|
| 1004 |
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|
| 1005 |
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|
| 1006 |
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|
| 1007 |
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|
| 1008 |
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|
| 1009 |
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|
| 1010 |
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|
| 1011 |
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|
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|
| 1013 |
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|
| 1014 |
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|
| 1015 |
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|
| 1016 |
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|
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|
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|
| 1019 |
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|
| 1020 |
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|
| 1021 |
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|
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|
| 1023 |
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|
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|
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|
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|
| 1027 |
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|
| 1028 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1056 |
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|
| 1057 |
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|
| 1058 |
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|
| 1059 |
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|
| 1060 |
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|
| 1061 |
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|
| 1062 |
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|
| 1063 |
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|
| 1064 |
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|
| 1065 |
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|
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|
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|
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|
| 1069 |
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|
| 1070 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1079 |
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|
| 1080 |
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|
| 1081 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1099 |
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|
| 1100 |
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|
| 1101 |
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|
| 1102 |
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|
| 1103 |
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|
| 1104 |
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|
| 1105 |
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|
| 1106 |
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|
| 1107 |
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|
| 1108 |
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|
| 1109 |
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|
| 1110 |
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|
| 1111 |
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|
| 1112 |
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|
| 1113 |
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|
| 1114 |
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|
| 1115 |
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|
| 1116 |
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|
| 1117 |
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|
| 1118 |
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|
| 1119 |
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|
| 1120 |
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|
| 1121 |
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|
| 1122 |
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|
| 1123 |
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|
| 1124 |
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|
| 1125 |
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|
| 1126 |
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|
| 1127 |
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|
| 1128 |
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|
| 1129 |
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|
| 1130 |
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|
| 1131 |
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|
| 1132 |
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|
| 1133 |
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|
| 1134 |
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|
| 1135 |
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|
| 1136 |
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|
| 1137 |
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|
| 1138 |
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|
| 1139 |
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|
| 1140 |
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|
| 1141 |
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|
| 1142 |
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|
| 1143 |
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|
| 1144 |
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|
| 1145 |
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|
| 1146 |
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|
| 1147 |
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|
| 1148 |
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|
| 1149 |
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- ?
|
| 1150 |
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|
| 1151 |
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|
| 1152 |
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|
| 1153 |
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|
| 1154 |
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|
| 1155 |
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|
| 1156 |
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|
| 1157 |
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|
| 1158 |
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|
| 1159 |
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|
| 1160 |
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|
| 1161 |
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|
| 1162 |
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|
| 1163 |
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|
| 1164 |
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|
| 1165 |
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|
| 1166 |
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|
| 1167 |
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|
| 1168 |
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|
| 1169 |
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|
| 1170 |
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|
| 1171 |
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|
| 1172 |
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|
| 1173 |
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- V
|
| 1174 |
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|
| 1175 |
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|
| 1176 |
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|
| 1177 |
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|
| 1178 |
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|
| 1179 |
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|
| 1180 |
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|
| 1181 |
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|
| 1182 |
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|
| 1183 |
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|
| 1184 |
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|
| 1185 |
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|
| 1186 |
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|
| 1187 |
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|
| 1188 |
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|
| 1189 |
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|
| 1190 |
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|
| 1191 |
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|
| 1192 |
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|
| 1193 |
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|
| 1194 |
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|
| 1195 |
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|
| 1196 |
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|
| 1197 |
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|
| 1198 |
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|
| 1199 |
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|
| 1200 |
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|
| 1201 |
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|
| 1202 |
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|
| 1203 |
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|
| 1204 |
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|
| 1205 |
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|
| 1206 |
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|
| 1207 |
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|
| 1208 |
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|
| 1209 |
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|
| 1210 |
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|
| 1211 |
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|
| 1212 |
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|
| 1213 |
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|
| 1214 |
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|
| 1215 |
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|
| 1216 |
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|
| 1217 |
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- P
|
| 1218 |
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|
| 1219 |
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|
| 1220 |
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|
| 1221 |
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- I
|
| 1222 |
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|
| 1223 |
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|
| 1224 |
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|
| 1225 |
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|
| 1226 |
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|
| 1227 |
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|
| 1228 |
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|
| 1229 |
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|
| 1230 |
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|
| 1231 |
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|
| 1232 |
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- Q
|
| 1233 |
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|
| 1234 |
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|
| 1235 |
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|
| 1236 |
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|
| 1237 |
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|
| 1238 |
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|
| 1239 |
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|
| 1240 |
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|
| 1241 |
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|
| 1242 |
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|
| 1243 |
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|
| 1244 |
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|
| 1245 |
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|
| 1246 |
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|
| 1247 |
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|
| 1248 |
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|
| 1249 |
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|
| 1250 |
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|
| 1251 |
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|
| 1252 |
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|
| 1253 |
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|
| 1254 |
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|
| 1255 |
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|
| 1256 |
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|
| 1257 |
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|
| 1258 |
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|
| 1259 |
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|
| 1260 |
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|
| 1261 |
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- 龙
|
| 1262 |
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|
| 1263 |
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|
| 1264 |
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|
| 1265 |
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|
| 1266 |
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|
| 1267 |
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|
| 1268 |
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|
| 1269 |
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- ���
|
| 1270 |
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|
| 1271 |
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|
| 1272 |
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|
| 1273 |
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|
| 1274 |
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|
| 1275 |
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|
| 1276 |
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|
| 1277 |
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|
| 1278 |
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|
| 1279 |
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|
| 1280 |
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|
| 1281 |
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|
| 1282 |
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|
| 1283 |
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|
| 1284 |
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|
| 1285 |
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|
| 1286 |
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|
| 1287 |
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|
| 1288 |
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|
| 1289 |
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|
| 1290 |
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|
| 1291 |
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|
| 1292 |
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|
| 1293 |
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|
| 1294 |
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|
| 1295 |
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|
| 1296 |
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|
| 1297 |
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|
| 1298 |
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|
| 1299 |
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|
| 1300 |
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|
| 1301 |
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|
| 1302 |
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|
| 1303 |
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|
| 1304 |
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|
| 1305 |
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|
| 1306 |
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|
| 1307 |
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|
| 1308 |
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|
| 1309 |
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|
| 1310 |
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|
| 1311 |
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|
| 1312 |
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|
| 1313 |
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|
| 1314 |
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|
| 1315 |
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|
| 1316 |
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|
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|
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|
| 1319 |
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|
| 1320 |
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|
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|
| 1322 |
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|
| 1323 |
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|
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|
| 1325 |
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|
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|
| 1327 |
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|
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|
| 1329 |
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|
| 1330 |
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|
| 1331 |
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|
| 1332 |
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|
| 1333 |
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|
| 1334 |
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|
| 1335 |
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|
| 1336 |
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|
| 1337 |
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|
| 1338 |
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|
| 1339 |
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|
| 1340 |
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|
| 1341 |
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|
| 1342 |
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|
| 1343 |
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|
| 1344 |
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|
| 1345 |
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|
| 1346 |
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|
| 1347 |
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- L
|
| 1348 |
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- E
|
| 1349 |
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|
| 1350 |
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|
| 1351 |
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|
| 1352 |
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- Y
|
| 1353 |
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|
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|
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|
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|
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|
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|
| 1360 |
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|
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|
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|
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|
| 1370 |
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|
| 1372 |
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|
| 1373 |
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|
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|
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|
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|
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|
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|
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|
| 1380 |
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|
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|
| 1382 |
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|
| 1383 |
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|
| 1384 |
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|
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| 1386 |
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|
| 1387 |
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|
| 1388 |
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|
| 1389 |
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|
| 1390 |
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|
| 1391 |
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|
| 1392 |
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|
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|
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|
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|
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|
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|
| 1400 |
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|
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|
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|
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|
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|
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|
| 1410 |
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|
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|
| 1412 |
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|
| 1413 |
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|
| 1414 |
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- T
|
| 1415 |
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|
| 1416 |
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|
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|
| 1418 |
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|
| 1419 |
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|
| 1420 |
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|
| 1421 |
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|
| 1422 |
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|
| 1423 |
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|
| 1424 |
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|
| 1425 |
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|
| 1426 |
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|
| 1427 |
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|
| 1428 |
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|
| 1429 |
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|
| 1430 |
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|
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|
| 1432 |
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|
| 1433 |
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|
| 1434 |
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|
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|
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|
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|
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|
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|
| 1440 |
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|
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|
| 1442 |
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|
| 1443 |
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|
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|
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|
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|
| 1450 |
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|
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|
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| 1467 |
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|
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|
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| 1499 |
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|
| 1500 |
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|
| 1501 |
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|
| 1502 |
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|
| 1503 |
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|
| 1504 |
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|
| 1505 |
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|
| 1506 |
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| 1507 |
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|
| 1508 |
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| 1509 |
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|
| 1510 |
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|
| 1511 |
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|
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|
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|
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|
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| 1522 |
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| 1523 |
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|
| 1524 |
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|
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| 1528 |
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| 1529 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1569 |
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|
| 1570 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1588 |
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|
| 1589 |
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|
| 1590 |
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|
| 1591 |
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|
| 1592 |
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|
| 1593 |
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|
| 1594 |
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|
| 1595 |
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|
| 1596 |
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|
| 1597 |
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|
| 1598 |
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|
| 1599 |
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|
| 1600 |
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|
| 1601 |
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|
| 1602 |
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|
| 1603 |
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|
| 1604 |
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|
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|
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|
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|
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|
| 1609 |
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|
| 1610 |
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|
| 1611 |
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|
| 1612 |
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|
| 1613 |
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|
| 1614 |
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|
| 1615 |
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|
| 1616 |
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|
| 1617 |
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|
| 1618 |
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|
| 1619 |
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|
| 1620 |
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- S
|
| 1621 |
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|
| 1622 |
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|
| 1623 |
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|
| 1624 |
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|
| 1625 |
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|
| 1626 |
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|
| 1627 |
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|
| 1628 |
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|
| 1629 |
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|
| 1630 |
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|
| 1631 |
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|
| 1632 |
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|
| 1633 |
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|
| 1634 |
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|
| 1635 |
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|
| 1636 |
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|
| 1637 |
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|
| 1638 |
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|
| 1639 |
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|
| 1640 |
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|
| 1641 |
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|
| 1642 |
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|
| 1643 |
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|
| 1644 |
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|
| 1645 |
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|
| 1646 |
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|
| 1647 |
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|
| 1648 |
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|
| 1649 |
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|
| 1650 |
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|
| 1651 |
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|
| 1652 |
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|
| 1653 |
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|
| 1654 |
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|
| 1655 |
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|
| 1656 |
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|
| 1657 |
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|
| 1658 |
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|
| 1659 |
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|
| 1660 |
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|
| 1661 |
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|
| 1662 |
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|
| 1663 |
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|
| 1664 |
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|
| 1665 |
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|
| 1666 |
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|
| 1667 |
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|
| 1668 |
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|
| 1669 |
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|
| 1670 |
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|
| 1671 |
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|
| 1672 |
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|
| 1673 |
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|
| 1674 |
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|
| 1675 |
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|
| 1676 |
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|
| 1677 |
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|
| 1678 |
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|
| 1679 |
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|
| 1680 |
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|
| 1681 |
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|
| 1682 |
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|
| 1683 |
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|
| 1684 |
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|
| 1685 |
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|
| 1686 |
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|
| 1687 |
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|
| 1688 |
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|
| 1689 |
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|
| 1690 |
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|
| 1691 |
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|
| 1692 |
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|
| 1693 |
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|
| 1694 |
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|
| 1695 |
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|
| 1696 |
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|
| 1697 |
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|
| 1698 |
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|
| 1699 |
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|
| 1700 |
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|
| 1701 |
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|
| 1702 |
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|
| 1703 |
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|
| 1704 |
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|
| 1705 |
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|
| 1706 |
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|
| 1707 |
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|
| 1708 |
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|
| 1709 |
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|
| 1710 |
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|
| 1711 |
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|
| 1712 |
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|
| 1713 |
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|
| 1714 |
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|
| 1715 |
+
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|
| 1716 |
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|
| 1717 |
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|
| 1718 |
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|
| 1719 |
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|
| 1720 |
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- 祸
|
| 1721 |
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|
| 1722 |
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|
| 1723 |
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|
| 1724 |
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|
| 1725 |
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|
| 1726 |
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|
| 1727 |
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|
| 1728 |
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|
| 1729 |
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|
| 1730 |
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|
| 1731 |
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|
| 1732 |
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- 医
|
| 1733 |
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- 族
|
| 1734 |
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- 忧
|
| 1735 |
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- 孤
|
| 1736 |
+
- 拜
|
| 1737 |
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- 窄
|
| 1738 |
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|
| 1739 |
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|
| 1740 |
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|
| 1741 |
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|
| 1742 |
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|
| 1743 |
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|
| 1744 |
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|
| 1745 |
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|
| 1746 |
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|
| 1747 |
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|
| 1748 |
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- 媳
|
| 1749 |
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|
| 1750 |
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|
| 1751 |
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- 醇
|
| 1752 |
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|
| 1753 |
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|
| 1754 |
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- 淋
|
| 1755 |
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|
| 1756 |
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- 柱
|
| 1757 |
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|
| 1758 |
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|
| 1759 |
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|
| 1760 |
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|
| 1761 |
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|
| 1762 |
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|
| 1763 |
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|
| 1764 |
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|
| 1765 |
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|
| 1766 |
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|
| 1767 |
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|
| 1768 |
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|
| 1769 |
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|
| 1770 |
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|
| 1771 |
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|
| 1772 |
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|
| 1773 |
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|
| 1774 |
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|
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|
| 1776 |
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|
| 1777 |
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|
| 1778 |
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|
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|
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|
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|
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| 1799 |
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|
| 1800 |
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|
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|
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|
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|
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|
| 1809 |
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|
| 1810 |
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|
| 1811 |
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|
| 1812 |
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|
| 1813 |
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|
| 1814 |
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|
| 1815 |
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| 1816 |
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|
| 1817 |
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| 1818 |
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|
| 1819 |
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|
| 1820 |
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|
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|
| 1823 |
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|
| 1824 |
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|
| 1825 |
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|
| 1826 |
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|
| 1827 |
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|
| 1828 |
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|
| 1829 |
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|
| 1830 |
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|
| 1831 |
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|
| 1832 |
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|
| 1833 |
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|
| 1834 |
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|
| 1835 |
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|
| 1836 |
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|
| 1837 |
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|
| 1838 |
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|
| 1839 |
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|
| 1840 |
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|
| 1841 |
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|
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|
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|
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|
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|
| 1847 |
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|
| 1848 |
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|
| 1849 |
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|
| 1850 |
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|
| 1851 |
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|
| 1852 |
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|
| 1853 |
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|
| 1854 |
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|
| 1855 |
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|
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|
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|
| 1858 |
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|
| 1859 |
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|
| 1860 |
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|
| 1861 |
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|
| 1862 |
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|
| 1863 |
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|
| 1864 |
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|
| 1865 |
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|
| 1866 |
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|
| 1867 |
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|
| 1868 |
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|
| 1869 |
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|
| 1870 |
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|
| 1871 |
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|
| 1872 |
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|
| 1873 |
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|
| 1874 |
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|
| 1875 |
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|
| 1876 |
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|
| 1877 |
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|
| 1878 |
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|
| 1879 |
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|
| 1880 |
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|
| 1881 |
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|
| 1882 |
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|
| 1883 |
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- 井
|
| 1884 |
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- 漫
|
| 1885 |
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- 烘
|
| 1886 |
+
- 焙
|
| 1887 |
+
- 涤
|
| 1888 |
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- 船
|
| 1889 |
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- 纱
|
| 1890 |
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- 君
|
| 1891 |
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|
| 1892 |
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- 莉
|
| 1893 |
+
- 钙
|
| 1894 |
+
- 瞩
|
| 1895 |
+
- <_>
|
| 1896 |
+
- 塌
|
| 1897 |
+
- 嗷
|
| 1898 |
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- 屁
|
| 1899 |
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|
| 1900 |
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|
| 1901 |
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- 勇
|
| 1902 |
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|
| 1903 |
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|
| 1904 |
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- 诲
|
| 1905 |
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|
| 1906 |
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|
| 1907 |
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|
| 1908 |
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|
| 1909 |
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|
| 1910 |
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|
| 1911 |
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- 呈
|
| 1912 |
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|
| 1913 |
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- 熬
|
| 1914 |
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- 敬
|
| 1915 |
+
- 呦
|
| 1916 |
+
- <sos/eos>
|
| 1917 |
+
init: null
|
| 1918 |
+
model_conf:
|
| 1919 |
+
ignore_id: 0
|
| 1920 |
+
use_preprocessor: true
|
| 1921 |
+
token_type: char
|
| 1922 |
+
bpemodel: null
|
| 1923 |
+
non_linguistic_symbols: /ocean/projects/cis210027p/berrebbi/espnet/egs2/aishell4/asr1/data/nlsyms.txt
|
| 1924 |
+
cleaner: null
|
| 1925 |
+
g2p: null
|
| 1926 |
+
lm: transformer
|
| 1927 |
+
lm_conf:
|
| 1928 |
+
pos_enc: null
|
| 1929 |
+
embed_unit: 128
|
| 1930 |
+
att_unit: 512
|
| 1931 |
+
head: 8
|
| 1932 |
+
unit: 2048
|
| 1933 |
+
layer: 16
|
| 1934 |
+
dropout_rate: 0.1
|
| 1935 |
+
required:
|
| 1936 |
+
- output_dir
|
| 1937 |
+
- token_list
|
| 1938 |
+
version: 0.10.3a1
|
| 1939 |
+
distributed: false
|
exp/lm_nuit/images/backward_time.png
ADDED
|
exp/lm_nuit/images/forward_time.png
ADDED
|
exp/lm_nuit/images/gpu_max_cached_mem_GB.png
ADDED
|
exp/lm_nuit/images/iter_time.png
ADDED
|
exp/lm_nuit/images/loss.png
ADDED
|
exp/lm_nuit/images/optim0_lr0.png
ADDED
|
exp/lm_nuit/images/optim_step_time.png
ADDED
|
exp/lm_nuit/images/train_time.png
ADDED
|
exp/lm_nuit/perplexity_test/ppl
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
18.006155452465684
|
exp/lm_nuit/valid.loss.ave_10best.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d8c7254240bcb79b7cf86e491d7535e84c2b4e54cd7b21a0fce5ee97443e6c36
|
| 3 |
+
size 206782191
|
meta.yaml
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
espnet: 0.10.3a1
|
| 2 |
+
files:
|
| 3 |
+
asr_model_file: exp/asr_fine_tune5_100ep/valid.acc.ave_10best.pth
|
| 4 |
+
lm_file: exp/lm_nuit/valid.loss.ave_10best.pth
|
| 5 |
+
python: "3.7.11 (default, Jul 27 2021, 14:32:16) \n[GCC 7.5.0]"
|
| 6 |
+
timestamp: 1632350504.575834
|
| 7 |
+
torch: 1.9.0
|
| 8 |
+
yaml_files:
|
| 9 |
+
asr_train_config: exp/asr_fine_tune5_100ep/config.yaml
|
| 10 |
+
lm_train_config: exp/lm_nuit/config.yaml
|