From 9efcce4c0519f7726e1a50c12c7fa58f8e29c8cf Mon Sep 17 00:00:00 2001
From: kinghuin <kinghuin_chull@163.com>
Date: Tue, 12 May 2020 19:36:00 +0800
Subject: [PATCH] fix bugs

---
 .../text/semantic_model/bert_cased_L_12_H_768_A_12/README.md  | 2 +-
 .../text/semantic_model/bert_cased_L_24_H_1024_A_16/README.md | 2 +-
 .../semantic_model/bert_chinese_L_12_H_768_A_12/README.md     | 2 +-
 .../semantic_model/bert_multi_cased_L_12_H_768_A_12/README.md | 2 +-
 .../bert_multi_uncased_L_12_H_768_A_12/README.md              | 2 +-
 .../semantic_model/bert_uncased_L_12_H_768_A_12/README.md     | 2 +-
 .../semantic_model/bert_uncased_L_24_H_1024_A_16/README.md    | 2 +-
 .../modules/text/semantic_model/chinese_bert_wwm/README.md    | 4 ++--
 .../text/semantic_model/chinese_bert_wwm_ext/README.md        | 2 +-
 .../text/semantic_model/chinese_electra_base/README.md        | 2 +-
 .../text/semantic_model/chinese_electra_small/README.md       | 2 +-
 .../text/semantic_model/chinese_roberta_wwm_ext/README.md     | 2 +-
 .../semantic_model/chinese_roberta_wwm_ext_large/README.md    | 2 +-
 hub_module/modules/text/semantic_model/ernie/README.md        | 2 +-
 hub_module/modules/text/semantic_model/ernie_tiny/README.md   | 2 +-
 .../modules/text/semantic_model/ernie_v2_eng_base/README.md   | 2 +-
 .../modules/text/semantic_model/ernie_v2_eng_large/README.md  | 2 +-
 hub_module/modules/text/semantic_model/rbt3/README.md         | 2 +-
 hub_module/modules/text/semantic_model/rbtl3/README.md        | 2 +-
 19 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/hub_module/modules/text/semantic_model/bert_cased_L_12_H_768_A_12/README.md b/hub_module/modules/text/semantic_model/bert_cased_L_12_H_768_A_12/README.md
index 8466b8e4..002f621e 100644
--- a/hub_module/modules/text/semantic_model/bert_cased_L_12_H_768_A_12/README.md
+++ b/hub_module/modules/text/semantic_model/bert_cased_L_12_H_768_A_12/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 
diff --git a/hub_module/modules/text/semantic_model/bert_cased_L_24_H_1024_A_16/README.md b/hub_module/modules/text/semantic_model/bert_cased_L_24_H_1024_A_16/README.md
index 3b09123d..1e342141 100644
--- a/hub_module/modules/text/semantic_model/bert_cased_L_24_H_1024_A_16/README.md
+++ b/hub_module/modules/text/semantic_model/bert_cased_L_24_H_1024_A_16/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ##   查看代码
diff --git a/hub_module/modules/text/semantic_model/bert_chinese_L_12_H_768_A_12/README.md b/hub_module/modules/text/semantic_model/bert_chinese_L_12_H_768_A_12/README.md
index 320511c4..96047011 100644
--- a/hub_module/modules/text/semantic_model/bert_chinese_L_12_H_768_A_12/README.md
+++ b/hub_module/modules/text/semantic_model/bert_chinese_L_12_H_768_A_12/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ##   查看代码
diff --git a/hub_module/modules/text/semantic_model/bert_multi_cased_L_12_H_768_A_12/README.md b/hub_module/modules/text/semantic_model/bert_multi_cased_L_12_H_768_A_12/README.md
index 9a191408..48621361 100644
--- a/hub_module/modules/text/semantic_model/bert_multi_cased_L_12_H_768_A_12/README.md
+++ b/hub_module/modules/text/semantic_model/bert_multi_cased_L_12_H_768_A_12/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ##   查看代码
diff --git a/hub_module/modules/text/semantic_model/bert_multi_uncased_L_12_H_768_A_12/README.md b/hub_module/modules/text/semantic_model/bert_multi_uncased_L_12_H_768_A_12/README.md
index a19701ed..754f1ee0 100644
--- a/hub_module/modules/text/semantic_model/bert_multi_uncased_L_12_H_768_A_12/README.md
+++ b/hub_module/modules/text/semantic_model/bert_multi_uncased_L_12_H_768_A_12/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ##   查看代码
diff --git a/hub_module/modules/text/semantic_model/bert_uncased_L_12_H_768_A_12/README.md b/hub_module/modules/text/semantic_model/bert_uncased_L_12_H_768_A_12/README.md
index a62212d4..b157a8bb 100644
--- a/hub_module/modules/text/semantic_model/bert_uncased_L_12_H_768_A_12/README.md
+++ b/hub_module/modules/text/semantic_model/bert_uncased_L_12_H_768_A_12/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ##   查看代码
diff --git a/hub_module/modules/text/semantic_model/bert_uncased_L_24_H_1024_A_16/README.md b/hub_module/modules/text/semantic_model/bert_uncased_L_24_H_1024_A_16/README.md
index 73893de6..bf84872d 100644
--- a/hub_module/modules/text/semantic_model/bert_uncased_L_24_H_1024_A_16/README.md
+++ b/hub_module/modules/text/semantic_model/bert_uncased_L_24_H_1024_A_16/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ##   查看代码
diff --git a/hub_module/modules/text/semantic_model/chinese_bert_wwm/README.md b/hub_module/modules/text/semantic_model/chinese_bert_wwm/README.md
index 34900f51..96ae17ac 100644
--- a/hub_module/modules/text/semantic_model/chinese_bert_wwm/README.md
+++ b/hub_module/modules/text/semantic_model/chinese_bert_wwm/README.md
@@ -114,7 +114,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ## 查看代码
@@ -218,7 +218,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ## 查看代码
diff --git a/hub_module/modules/text/semantic_model/chinese_bert_wwm_ext/README.md b/hub_module/modules/text/semantic_model/chinese_bert_wwm_ext/README.md
index 99c6319f..79d742a5 100644
--- a/hub_module/modules/text/semantic_model/chinese_bert_wwm_ext/README.md
+++ b/hub_module/modules/text/semantic_model/chinese_bert_wwm_ext/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ## 查看代码
diff --git a/hub_module/modules/text/semantic_model/chinese_electra_base/README.md b/hub_module/modules/text/semantic_model/chinese_electra_base/README.md
index 0d434565..9fbf6b60 100644
--- a/hub_module/modules/text/semantic_model/chinese_electra_base/README.md
+++ b/hub_module/modules/text/semantic_model/chinese_electra_base/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 
diff --git a/hub_module/modules/text/semantic_model/chinese_electra_small/README.md b/hub_module/modules/text/semantic_model/chinese_electra_small/README.md
index d704b823..34580f1d 100644
--- a/hub_module/modules/text/semantic_model/chinese_electra_small/README.md
+++ b/hub_module/modules/text/semantic_model/chinese_electra_small/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 
diff --git a/hub_module/modules/text/semantic_model/chinese_roberta_wwm_ext/README.md b/hub_module/modules/text/semantic_model/chinese_roberta_wwm_ext/README.md
index e0c4027d..fcd9cd5c 100644
--- a/hub_module/modules/text/semantic_model/chinese_roberta_wwm_ext/README.md
+++ b/hub_module/modules/text/semantic_model/chinese_roberta_wwm_ext/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ## 查看代码
diff --git a/hub_module/modules/text/semantic_model/chinese_roberta_wwm_ext_large/README.md b/hub_module/modules/text/semantic_model/chinese_roberta_wwm_ext_large/README.md
index 16fc2068..517ced4b 100644
--- a/hub_module/modules/text/semantic_model/chinese_roberta_wwm_ext_large/README.md
+++ b/hub_module/modules/text/semantic_model/chinese_roberta_wwm_ext_large/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ## 查看代码
diff --git a/hub_module/modules/text/semantic_model/ernie/README.md b/hub_module/modules/text/semantic_model/ernie/README.md
index a5c662dc..ce5e5573 100644
--- a/hub_module/modules/text/semantic_model/ernie/README.md
+++ b/hub_module/modules/text/semantic_model/ernie/README.md
@@ -107,7 +107,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 利用该PaddleHub Module Fine-tune示例，可参考[文本分类](https://github.com/PaddlePaddle/PaddleHub/tree/release/v1.2/demo/text-classification)、[序列标注](https://github.com/PaddlePaddle/PaddleHub/tree/release/v1.2/demo/sequence-labeling)。
 
diff --git a/hub_module/modules/text/semantic_model/ernie_tiny/README.md b/hub_module/modules/text/semantic_model/ernie_tiny/README.md
index b4ecaae2..19805393 100644
--- a/hub_module/modules/text/semantic_model/ernie_tiny/README.md
+++ b/hub_module/modules/text/semantic_model/ernie_tiny/README.md
@@ -94,7 +94,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 利用该PaddleHub Module Fine-tune示例，可参考[文本分类](https://github.com/PaddlePaddle/PaddleHub/tree/release/v1.4.0/demo/text-classification)。
 
diff --git a/hub_module/modules/text/semantic_model/ernie_v2_eng_base/README.md b/hub_module/modules/text/semantic_model/ernie_v2_eng_base/README.md
index f625dfce..784b63d1 100644
--- a/hub_module/modules/text/semantic_model/ernie_v2_eng_base/README.md
+++ b/hub_module/modules/text/semantic_model/ernie_v2_eng_base/README.md
@@ -100,7 +100,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 利用该PaddleHub Module Fine-tune示例，可参考[文本分类](https://github.com/PaddlePaddle/PaddleHub/tree/release/v1.4.0/demo/text-classification)。
 
diff --git a/hub_module/modules/text/semantic_model/ernie_v2_eng_large/README.md b/hub_module/modules/text/semantic_model/ernie_v2_eng_large/README.md
index 47386cc2..e10d7d26 100644
--- a/hub_module/modules/text/semantic_model/ernie_v2_eng_large/README.md
+++ b/hub_module/modules/text/semantic_model/ernie_v2_eng_large/README.md
@@ -103,7 +103,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 利用该PaddleHub Module Fine-tune示例，可参考[文本分类](https://github.com/PaddlePaddle/PaddleHub/tree/release/v1.2/demo/text-classification)。
 
diff --git a/hub_module/modules/text/semantic_model/rbt3/README.md b/hub_module/modules/text/semantic_model/rbt3/README.md
index 522ac1a3..a9a001d8 100644
--- a/hub_module/modules/text/semantic_model/rbt3/README.md
+++ b/hub_module/modules/text/semantic_model/rbt3/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ## 查看代码
diff --git a/hub_module/modules/text/semantic_model/rbtl3/README.md b/hub_module/modules/text/semantic_model/rbtl3/README.md
index a61a7ca9..53107271 100644
--- a/hub_module/modules/text/semantic_model/rbtl3/README.md
+++ b/hub_module/modules/text/semantic_model/rbtl3/README.md
@@ -96,7 +96,7 @@ embedding_result = module.get_embedding(texts=[["Sample1_text_a"],["Sample2_text
 
 # Use "get_params_layer" to get params layer and used to ULMFiTStrategy.
 params_layer = module.get_params_layer()
-strategy = hub.finetune.strategy.ULMFiTStrategy(params_layer=params_layer)
+strategy = hub.finetune.strategy.ULMFiTStrategy(frz_params_layer=params_layer, dis_params_layer=params_layer)
 ```
 
 ## 查看代码
-- 
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