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+
diff --git a/README.md b/README.md
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+# 基于bert4keras的抽取式MRC基准代码
+## 简介
+本仓库是基于BERT4keras的抽取式MRC问答基础代码。详细介绍请看博客：https://kexue.fm/archives/8739
+
+## 文件介绍
+### datasets
+
+该文件夹存放的是抽取式MRC数据集，分为训练集（train.json）、验证集（dev.json）以及测试集（test.json）。训练集和验证集是对模型在 下游任务中进行微调，使其可以学习到该领域的数据特征，模型在训练集和验证集上训练完成后，会生成一个模型的权重信息即xxx.weights。然后通过使用模型生成的权重信息，在测试集上进行相应的测试。
+
+训练集的格式如下图所示：
+
+![](README.assets/数据集示例图.png)
+
+### model
+
+该文件存放的是预训练模型，可根据自己需要选择相应的预训练模型，其中有bert、Roberta以及wwm等。
+
+### src
+
+该文件下存放的是源代码，其中`cmrc2018.py`是实现抽取式MRC的源代码，主要包含以下几部分：
+
+- 加载数据集，生成每个batch_size的数据，主要由`load_data`函数和`data_generator`类进行实现
+
+- 构建模型，该部分在代码有注释说明，一般情况下不改变模型的网络结构就不需要进行更改。
+- 开始训练模型，并保存验证集中准确度最好的模型
+- 测试模型效果
+
+`snippets.py`是模型的配置文件，用来配置数据集的路径、模型的通用参数以及预训练模型的路径等。
+
+`cmrc2018_evaluate.py`是用来测试模型生成答案的EM指标和F1指标。
+
+`weights`文件夹用来保存模型生成的权重信息。
+
+`results`文件夹用来保存模型测试生成的答案。
+
+## 使用步骤
+
+- 配置环境。需要的包已经列在`pip_requirements.txt`和`conda_requirements.txt`中。
+
+  ```
+  conda create -n bert4keras python=3.6
+  source activate bert4keras
+  ```
+
+- 下载预训练模型。这里提供一个基础的[BERT模型下载链接](https://storage.googleapis.com/bert_models/2018_11_03/chinese_L-12_H-768_A-12.zip)。将其下载放入model文件夹中。您也可以下载其他的预训练模型。
+
+- 准备好数据集。请注意，如果您需要在下游任务中进行微调，请准备好train.json文件和dev.json文件。
+
+  例如，您需要在反恐领域运行该代码，并且期望模型表现较好，您需要首先准备好反恐领域的文本，每一条文本数据的长度介于150字到900字之间，然后针对于每条文本，提出三到五个问题，并在文本中找出相应的答案，同时给出答案首次出现在文中的序号。所有的文本都标注完成之后，将其处理成相应的数据集格式即可。
+
+  如果您只想让模型通过问题和文本，预测出相应的答案，您只需要准备好test.json文件夹，然后在通用领域抽取式阅读理解数据集（如：cmrc2018）上进行微雕，保存相应的权重信息。最后使用模型进行预测即可。
+
+- 运行代码
+
+  ```
+  python cmrc2018.py
+  ```
+
+## 环境
+- 软件：bert4keras>=0.10.8，具体请看`pip_requirements.txt`和`conda_requirements.txt`
+- 硬件：显存不够，可以适当降低batch_size，如果有多GPU，可以开启多GPU进行训练
diff --git a/log.txt b/log.txt
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+ * Serving Flask app 'predict_qa_roberta'
+ * Debug mode: off
+WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
+ * Running on all addresses (0.0.0.0)
+ * Running on http://127.0.0.1:6005
+ * Running on http://10.0.2.125:6005
+Press CTRL+C to quit
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+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
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+  warnings.warn(
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+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
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+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
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+[2023-06-28 15:04:34,337] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.5': '谢泽平', 'safe_evaluate_4_sq_1.6': '武汉市江夏区文化大道111号'}
+2023-06-28 15:04:34,337 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.5': '谢泽平', 'safe_evaluate_4_sq_1.6': '武汉市江夏区文化大道111号'}
+10.0.2.130 - - [28/Jun/2023 15:04:34] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:35,200] INFO in predict_qa_roberta: 0.437427282333374
+2023-06-28 15:04:35,200 - predict_qa_roberta - INFO - 0.437427282333374
+[2023-06-28 15:04:35,201] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:04:35,201 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:04:35,201] INFO in predict_qa_roberta: 0.002451629377901554
+2023-06-28 15:04:35,201 - predict_qa_roberta - INFO - 0.002451629377901554
+[2023-06-28 15:04:35,201] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:04:35,201 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:04:35,202] INFO in predict_qa_roberta: 0.015045475214719772
+2023-06-28 15:04:35,202 - predict_qa_roberta - INFO - 0.015045475214719772
+[2023-06-28 15:04:35,202] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:04:35,202 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:04:35,202] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.5': '白洪泉', 'safe_evaluate_4_sq_1.6': '湖北四海同方技术股份有限公司'}
+2023-06-28 15:04:35,202 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.5': '白洪泉', 'safe_evaluate_4_sq_1.6': '湖北四海同方技术股份有限公司'}
+10.0.2.130 - - [28/Jun/2023 15:04:35] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:36,444] INFO in predict_qa_roberta: 0.437427282333374
+2023-06-28 15:04:36,444 - predict_qa_roberta - INFO - 0.437427282333374
+[2023-06-28 15:04:36,445] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:04:36,445 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:04:36,446] INFO in predict_qa_roberta: 0.002451629377901554
+2023-06-28 15:04:36,446 - predict_qa_roberta - INFO - 0.002451629377901554
+[2023-06-28 15:04:36,446] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:04:36,446 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:04:36,446] INFO in predict_qa_roberta: 0.015045475214719772
+2023-06-28 15:04:36,446 - predict_qa_roberta - INFO - 0.015045475214719772
+[2023-06-28 15:04:36,446] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:04:36,446 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:04:36,447] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.5': '白洪泉', 'safe_evaluate_4_sq_1.6': '湖北四海同方技术股份有限公司'}
+2023-06-28 15:04:36,447 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.5': '白洪泉', 'safe_evaluate_4_sq_1.6': '湖北四海同方技术股份有限公司'}
+10.0.2.130 - - [28/Jun/2023 15:04:36] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:37,018] INFO in predict_qa_roberta: 0.003059424227103591
+2023-06-28 15:04:37,018 - predict_qa_roberta - INFO - 0.003059424227103591
+[2023-06-28 15:04:37,019] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:04:37,019 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:04:37,019] INFO in predict_qa_roberta: 0.977401614189148
+2023-06-28 15:04:37,019 - predict_qa_roberta - INFO - 0.977401614189148
+[2023-06-28 15:04:37,019] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:04:37,019 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:04:37,019] INFO in predict_qa_roberta: 0.4802451431751251
+2023-06-28 15:04:37,019 - predict_qa_roberta - INFO - 0.4802451431751251
+[2023-06-28 15:04:37,019] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:04:37,019 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:04:37,020] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '康达孵化器201-A室', 'safe_evaluate_4_sq_1.1': '湖北四海同方技术股份有公司', 'safe_evaluate_4_sq_1.2': '接银双'}
+2023-06-28 15:04:37,020 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '康达孵化器201-A室', 'safe_evaluate_4_sq_1.1': '湖北四海同方技术股份有公司', 'safe_evaluate_4_sq_1.2': '接银双'}
+10.0.2.130 - - [28/Jun/2023 15:04:37] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:38,497] INFO in predict_qa_roberta: 0.003059424227103591
+2023-06-28 15:04:38,497 - predict_qa_roberta - INFO - 0.003059424227103591
+[2023-06-28 15:04:38,498] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:04:38,498 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:04:38,499] INFO in predict_qa_roberta: 0.977401614189148
+2023-06-28 15:04:38,499 - predict_qa_roberta - INFO - 0.977401614189148
+[2023-06-28 15:04:38,499] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:04:38,499 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:04:38,499] INFO in predict_qa_roberta: 0.4802451431751251
+2023-06-28 15:04:38,499 - predict_qa_roberta - INFO - 0.4802451431751251
+[2023-06-28 15:04:38,500] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:04:38,500 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:04:38,500] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '康达孵化器201-A室', 'safe_evaluate_4_sq_1.1': '湖北四海同方技术股份有公司', 'safe_evaluate_4_sq_1.2': '接银双'}
+2023-06-28 15:04:38,500 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '康达孵化器201-A室', 'safe_evaluate_4_sq_1.1': '湖北四海同方技术股份有公司', 'safe_evaluate_4_sq_1.2': '接银双'}
+10.0.2.130 - - [28/Jun/2023 15:04:38] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:04:39,892] INFO in predict_qa_roberta: 0.8177692890167236
+2023-06-28 15:04:39,892 - predict_qa_roberta - INFO - 0.8177692890167236
+[2023-06-28 15:04:39,893] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:04:39,893 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:04:39,893] INFO in predict_qa_roberta: 0.462485671043396
+2023-06-28 15:04:39,893 - predict_qa_roberta - INFO - 0.462485671043396
+[2023-06-28 15:04:39,893] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:04:39,893 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:04:39,893] INFO in predict_qa_roberta: 9.796636732062325e-06
+2023-06-28 15:04:39,893 - predict_qa_roberta - INFO - 9.796636732062325e-06
+[2023-06-28 15:04:39,893] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:04:39,893 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:04:39,893] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1340 m', 'safe_evaluate_4_sq_7.2': '100.34 m²', 'safe_evaluate_4_sq_7.3': '13'}
+2023-06-28 15:04:39,893 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1340 m', 'safe_evaluate_4_sq_7.2': '100.34 m²', 'safe_evaluate_4_sq_7.3': '13'}
+10.0.2.130 - - [28/Jun/2023 15:04:39] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:41,463] INFO in predict_qa_roberta: 0.012706045061349869
+2023-06-28 15:04:41,463 - predict_qa_roberta - INFO - 0.012706045061349869
+[2023-06-28 15:04:41,463] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:04:41,463 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:04:41,464] INFO in predict_qa_roberta: 0.9882252812385559
+2023-06-28 15:04:41,464 - predict_qa_roberta - INFO - 0.9882252812385559
+[2023-06-28 15:04:41,465] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:04:41,465 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:04:41,465] INFO in predict_qa_roberta: 0.9828009009361267
+2023-06-28 15:04:41,465 - predict_qa_roberta - INFO - 0.9828009009361267
+[2023-06-28 15:04:41,465] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:04:41,465 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:04:41,465] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+2023-06-28 15:04:41,465 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+10.0.2.130 - - [28/Jun/2023 15:04:41] "POST /qarob HTTP/1.0" 200 -
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+2023-06-28 15:04:41,563 - predict_qa_roberta - INFO - 0.9168519973754883
+[2023-06-28 15:04:41,563] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:04:41,563 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:04:41,563] INFO in predict_qa_roberta: 0.9332892298698425
+2023-06-28 15:04:41,563 - predict_qa_roberta - INFO - 0.9332892298698425
+[2023-06-28 15:04:41,563] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:04:41,563 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:04:41,563] INFO in predict_qa_roberta: 0.0027738772332668304
+2023-06-28 15:04:41,563 - predict_qa_roberta - INFO - 0.0027738772332668304
+[2023-06-28 15:04:41,563] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:04:41,563 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:04:41,563] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.5': '谢泽平', 'safe_evaluate_4_sq_1.6': '武汉市江夏区文化大道111号'}
+2023-06-28 15:04:41,563 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.5': '谢泽平', 'safe_evaluate_4_sq_1.6': '武汉市江夏区文化大道111号'}
+10.0.2.130 - - [28/Jun/2023 15:04:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:43,437] INFO in predict_qa_roberta: 0.9584004878997803
+2023-06-28 15:04:43,437 - predict_qa_roberta - INFO - 0.9584004878997803
+[2023-06-28 15:04:43,438] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:04:43,438 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:04:43,439] INFO in predict_qa_roberta: 0.9781474471092224
+2023-06-28 15:04:43,439 - predict_qa_roberta - INFO - 0.9781474471092224
+[2023-06-28 15:04:43,439] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:04:43,439 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:04:43,439] INFO in predict_qa_roberta: 0.0022873205598443747
+2023-06-28 15:04:43,439 - predict_qa_roberta - INFO - 0.0022873205598443747
+[2023-06-28 15:04:43,439] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:04:43,439 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:04:43,439] INFO in predict_qa_roberta: 0.000154044886585325
+2023-06-28 15:04:43,439 - predict_qa_roberta - INFO - 0.000154044886585325
+[2023-06-28 15:04:43,439] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:04:43,439 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:04:43,440] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_a1.2': '谢泽平', 'a_common_social_credit_code': '91420800665457849G', 'safe_evaluate_4_sq_a1.3': '武汉市江夏区文化大道111号'}
+2023-06-28 15:04:43,440 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_a1.2': '谢泽平', 'a_common_social_credit_code': '91420800665457849G', 'safe_evaluate_4_sq_a1.3': '武汉市江夏区文化大道111号'}
+10.0.2.130 - - [28/Jun/2023 15:04:43] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:47,818] INFO in predict_qa_roberta: 0.012706045061349869
+2023-06-28 15:04:47,818 - predict_qa_roberta - INFO - 0.012706045061349869
+[2023-06-28 15:04:47,818] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:04:47,818 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:04:47,819] INFO in predict_qa_roberta: 0.9882252812385559
+2023-06-28 15:04:47,819 - predict_qa_roberta - INFO - 0.9882252812385559
+[2023-06-28 15:04:47,819] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:04:47,819 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:04:47,819] INFO in predict_qa_roberta: 0.9828009009361267
+2023-06-28 15:04:47,819 - predict_qa_roberta - INFO - 0.9828009009361267
+[2023-06-28 15:04:47,819] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:04:47,819 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:04:47,819] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+2023-06-28 15:04:47,819 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+10.0.2.130 - - [28/Jun/2023 15:04:47] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:04:48,295] INFO in predict_qa_roberta: 0.0025712372735142708
+2023-06-28 15:04:48,295 - predict_qa_roberta - INFO - 0.0025712372735142708
+[2023-06-28 15:04:48,295] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:04:48,295 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:04:48,296] INFO in predict_qa_roberta: 0.9461842775344849
+2023-06-28 15:04:48,296 - predict_qa_roberta - INFO - 0.9461842775344849
+[2023-06-28 15:04:48,297] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:04:48,297 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:04:48,297] INFO in predict_qa_roberta: 0.2522428631782532
+2023-06-28 15:04:48,297 - predict_qa_roberta - INFO - 0.2522428631782532
+[2023-06-28 15:04:48,297] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:04:48,297 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:04:48,298] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.5': '赵平', 'safe_evaluate_4_sq_1.6': '江岸区辉放大道路1070号武房大厦'}
+2023-06-28 15:04:48,298 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.5': '赵平', 'safe_evaluate_4_sq_1.6': '江岸区辉放大道路1070号武房大厦'}
+10.0.2.130 - - [28/Jun/2023 15:04:48] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:04:48,313] INFO in predict_qa_roberta: 0.8798418641090393
+2023-06-28 15:04:48,313 - predict_qa_roberta - INFO - 0.8798418641090393
+[2023-06-28 15:04:48,314] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:04:48,314 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:04:48,314] INFO in predict_qa_roberta: 0.7876526117324829
+2023-06-28 15:04:48,314 - predict_qa_roberta - INFO - 0.7876526117324829
+[2023-06-28 15:04:48,314] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:04:48,314 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:04:48,314] INFO in predict_qa_roberta: 8.815620162749838e-07
+2023-06-28 15:04:48,314 - predict_qa_roberta - INFO - 8.815620162749838e-07
+[2023-06-28 15:04:48,314] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:04:48,314 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:04:48,314] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1040. 18 m', 'safe_evaluate_4_sq_7.2': '110.8 m', 'safe_evaluate_4_sq_7.3': '26'}
+2023-06-28 15:04:48,314 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1040. 18 m', 'safe_evaluate_4_sq_7.2': '110.8 m', 'safe_evaluate_4_sq_7.3': '26'}
+10.0.2.130 - - [28/Jun/2023 15:04:48] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:49,325] INFO in predict_qa_roberta: 0.0033188897650688887
+2023-06-28 15:04:49,325 - predict_qa_roberta - INFO - 0.0033188897650688887
+[2023-06-28 15:04:49,325] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:04:49,325 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:04:49,325] INFO in predict_qa_roberta: 0.0027612820267677307
+2023-06-28 15:04:49,325 - predict_qa_roberta - INFO - 0.0027612820267677307
+[2023-06-28 15:04:49,326] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:04:49,326 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:04:49,326] INFO in predict_qa_roberta: 0.9930697679519653
+2023-06-28 15:04:49,326 - predict_qa_roberta - INFO - 0.9930697679519653
+[2023-06-28 15:04:49,326] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:04:49,326 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:04:49,326] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市江岸区解放大道1070号', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+2023-06-28 15:04:49,326 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市江岸区解放大道1070号', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+10.0.2.130 - - [28/Jun/2023 15:04:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:50,024] INFO in predict_qa_roberta: 0.0025712372735142708
+2023-06-28 15:04:50,024 - predict_qa_roberta - INFO - 0.0025712372735142708
+[2023-06-28 15:04:50,025] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:04:50,025 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:04:50,025] INFO in predict_qa_roberta: 0.9461842775344849
+2023-06-28 15:04:50,025 - predict_qa_roberta - INFO - 0.9461842775344849
+[2023-06-28 15:04:50,025] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:04:50,025 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:04:50,025] INFO in predict_qa_roberta: 0.2522428631782532
+2023-06-28 15:04:50,025 - predict_qa_roberta - INFO - 0.2522428631782532
+[2023-06-28 15:04:50,025] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:04:50,025 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:04:50,025] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.5': '赵平', 'safe_evaluate_4_sq_1.6': '江岸区辉放大道路1070号武房大厦'}
+2023-06-28 15:04:50,025 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.5': '赵平', 'safe_evaluate_4_sq_1.6': '江岸区辉放大道路1070号武房大厦'}
+10.0.2.130 - - [28/Jun/2023 15:04:50] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:04:50,960] INFO in predict_qa_roberta: 0.0033188897650688887
+2023-06-28 15:04:50,960 - predict_qa_roberta - INFO - 0.0033188897650688887
+[2023-06-28 15:04:50,961] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:04:50,961 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:04:50,961] INFO in predict_qa_roberta: 0.0027612820267677307
+2023-06-28 15:04:50,961 - predict_qa_roberta - INFO - 0.0027612820267677307
+[2023-06-28 15:04:50,961] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:04:50,961 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:04:50,962] INFO in predict_qa_roberta: 0.9930697679519653
+2023-06-28 15:04:50,962 - predict_qa_roberta - INFO - 0.9930697679519653
+[2023-06-28 15:04:50,962] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:04:50,962 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:04:50,962] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市江岸区解放大道1070号', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+2023-06-28 15:04:50,962 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市江岸区解放大道1070号', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+10.0.2.130 - - [28/Jun/2023 15:04:50] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:04:51,064] INFO in predict_qa_roberta: 0.009121027775108814
+2023-06-28 15:04:51,064 - predict_qa_roberta - INFO - 0.009121027775108814
+[2023-06-28 15:04:51,065] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:04:51,065 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:04:51,065] INFO in predict_qa_roberta: 0.9885205626487732
+2023-06-28 15:04:51,065 - predict_qa_roberta - INFO - 0.9885205626487732
+[2023-06-28 15:04:51,066] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:04:51,066 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:04:51,066] INFO in predict_qa_roberta: 0.006211947649717331
+2023-06-28 15:04:51,066 - predict_qa_roberta - INFO - 0.006211947649717331
+[2023-06-28 15:04:51,066] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:04:51,066 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:04:51,067] INFO in predict_qa_roberta: 0.007296198513358831
+2023-06-28 15:04:51,067 - predict_qa_roberta - INFO - 0.007296198513358831
+[2023-06-28 15:04:51,067] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:04:51,067 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:04:51,068] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_a1.2': '赵平', 'a_common_social_credit_code': '扫二晚', 'safe_evaluate_4_sq_a1.3': '武汉市江岸区辉放大道路1070号'}
+2023-06-28 15:04:51,068 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_a1.2': '赵平', 'a_common_social_credit_code': '扫二晚', 'safe_evaluate_4_sq_a1.3': '武汉市江岸区辉放大道路1070号'}
+10.0.2.130 - - [28/Jun/2023 15:04:51] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:04:56,975] INFO in predict_qa_roberta: 0.12332566827535629
+2023-06-28 15:04:56,975 - predict_qa_roberta - INFO - 0.12332566827535629
+[2023-06-28 15:04:56,976] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:04:56,976 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:04:56,976] INFO in predict_qa_roberta: 0.0009101903415285051
+2023-06-28 15:04:56,976 - predict_qa_roberta - INFO - 0.0009101903415285051
+[2023-06-28 15:04:56,976] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:04:56,976 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:04:56,976] INFO in predict_qa_roberta: 0.6694864630699158
+2023-06-28 15:04:56,976 - predict_qa_roberta - INFO - 0.6694864630699158
+[2023-06-28 15:04:56,976] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:04:56,976 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:04:56,977] INFO in predict_qa_roberta: 0.001680712215602398
+2023-06-28 15:04:56,977 - predict_qa_roberta - INFO - 0.001680712215602398
+[2023-06-28 15:04:56,977] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:04:56,977 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:04:56,977] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_a1.2': '白洪泉', 'a_common_social_credit_code': '91370102568109383K', 'safe_evaluate_4_sq_a1.3': '金光旺角1515'}
+2023-06-28 15:04:56,977 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_a1.2': '白洪泉', 'a_common_social_credit_code': '91370102568109383K', 'safe_evaluate_4_sq_a1.3': '金光旺角1515'}
+10.0.2.130 - - [28/Jun/2023 15:04:56] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:02,579] INFO in predict_qa_roberta: 5.2031354919046535e-11
+2023-06-28 15:05:02,579 - predict_qa_roberta - INFO - 5.2031354919046535e-11
+[2023-06-28 15:05:02,579] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:05:02,579 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:05:02,579] INFO in predict_qa_roberta: 4.79874983066314e-13
+2023-06-28 15:05:02,579 - predict_qa_roberta - INFO - 4.79874983066314e-13
+[2023-06-28 15:05:02,579] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:05:02,579 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:05:02,580] INFO in predict_qa_roberta: 4.013191445828568e-10
+2023-06-28 15:05:02,580 - predict_qa_roberta - INFO - 4.013191445828568e-10
+[2023-06-28 15:05:02,580] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:05:02,580 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:05:02,580] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '登记机关', 'safe_evaluate_4_sq_1.5': '副本登记机关', 'safe_evaluate_4_sq_1.6': '副本登记机关'}
+2023-06-28 15:05:02,580 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '登记机关', 'safe_evaluate_4_sq_1.5': '副本登记机关', 'safe_evaluate_4_sq_1.6': '副本登记机关'}
+10.0.2.130 - - [28/Jun/2023 15:05:02] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:03,548] INFO in predict_qa_roberta: 0.3516211211681366
+2023-06-28 15:05:03,548 - predict_qa_roberta - INFO - 0.3516211211681366
+[2023-06-28 15:05:03,548] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:05:03,548 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:05:03,549] INFO in predict_qa_roberta: 0.8130401968955994
+2023-06-28 15:05:03,549 - predict_qa_roberta - INFO - 0.8130401968955994
+[2023-06-28 15:05:03,549] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:05:03,549 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:05:03,550] INFO in predict_qa_roberta: 3.7587476526823593e-06
+2023-06-28 15:05:03,550 - predict_qa_roberta - INFO - 3.7587476526823593e-06
+[2023-06-28 15:05:03,550] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:05:03,550 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:05:03,550] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1024.87平方米', 'safe_evaluate_4_sq_7.2': '110 m', 'safe_evaluate_4_sq_7.3': '湖北祝安安全技术有限公司'}
+2023-06-28 15:05:03,550 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1024.87平方米', 'safe_evaluate_4_sq_7.2': '110 m', 'safe_evaluate_4_sq_7.3': '湖北祝安安全技术有限公司'}
+10.0.2.130 - - [28/Jun/2023 15:05:03] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:03,799] INFO in predict_qa_roberta: 0.0038118402007967234
+2023-06-28 15:05:03,799 - predict_qa_roberta - INFO - 0.0038118402007967234
+[2023-06-28 15:05:03,799] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:05:03,799 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:05:03,799] INFO in predict_qa_roberta: 0.9685223698616028
+2023-06-28 15:05:03,799 - predict_qa_roberta - INFO - 0.9685223698616028
+[2023-06-28 15:05:03,799] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:05:03,799 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:05:03,799] INFO in predict_qa_roberta: 0.873192548751831
+2023-06-28 15:05:03,799 - predict_qa_roberta - INFO - 0.873192548751831
+[2023-06-28 15:05:03,799] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:05:03,799 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:05:03,799] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '襄阳市高新区追口路9号6幢3层', 'safe_evaluate_4_sq_1.1': '湖北祝安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '姚长城'}
+2023-06-28 15:05:03,799 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '襄阳市高新区追口路9号6幢3层', 'safe_evaluate_4_sq_1.1': '湖北祝安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '姚长城'}
+10.0.2.130 - - [28/Jun/2023 15:05:03] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:05:03,806] INFO in predict_qa_roberta: 5.2031354919046535e-11
+2023-06-28 15:05:03,806 - predict_qa_roberta - INFO - 5.2031354919046535e-11
+[2023-06-28 15:05:03,806] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:05:03,806 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:05:03,806] INFO in predict_qa_roberta: 4.79874983066314e-13
+2023-06-28 15:05:03,806 - predict_qa_roberta - INFO - 4.79874983066314e-13
+[2023-06-28 15:05:03,806] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:05:03,806 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:05:03,806] INFO in predict_qa_roberta: 4.013191445828568e-10
+2023-06-28 15:05:03,806 - predict_qa_roberta - INFO - 4.013191445828568e-10
+[2023-06-28 15:05:03,806] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:05:03,806 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:05:03,806] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '登记机关', 'safe_evaluate_4_sq_1.5': '副本登记机关', 'safe_evaluate_4_sq_1.6': '副本登记机关'}
+2023-06-28 15:05:03,806 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '登记机关', 'safe_evaluate_4_sq_1.5': '副本登记机关', 'safe_evaluate_4_sq_1.6': '副本登记机关'}
+10.0.2.130 - - [28/Jun/2023 15:05:03] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:04,242] INFO in predict_qa_roberta: 7.086930868538399e-12
+2023-06-28 15:05:04,242 - predict_qa_roberta - INFO - 7.086930868538399e-12
+[2023-06-28 15:05:04,242] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:05:04,242 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:05:04,243] INFO in predict_qa_roberta: 1.020520386946222e-11
+2023-06-28 15:05:04,243 - predict_qa_roberta - INFO - 1.020520386946222e-11
+[2023-06-28 15:05:04,243] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:05:04,243 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:05:04,243] INFO in predict_qa_roberta: 6.222160373742236e-13
+2023-06-28 15:05:04,243 - predict_qa_roberta - INFO - 6.222160373742236e-13
+[2023-06-28 15:05:04,243] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:05:04,243 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:05:04,243] INFO in predict_qa_roberta: 9.17036195244303e-13
+2023-06-28 15:05:04,243 - predict_qa_roberta - INFO - 9.17036195244303e-13
+[2023-06-28 15:05:04,243] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:05:04,243 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:05:04,244] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '登记机关', 'safe_evaluate_4_sq_a1.2': '登记机关', 'a_common_social_credit_code': '副本登记机关', 'safe_evaluate_4_sq_a1.3': '登记机关'}
+2023-06-28 15:05:04,244 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '登记机关', 'safe_evaluate_4_sq_a1.2': '登记机关', 'a_common_social_credit_code': '副本登记机关', 'safe_evaluate_4_sq_a1.3': '登记机关'}
+10.0.2.130 - - [28/Jun/2023 15:05:04] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:05:04,645] INFO in predict_qa_roberta: 0.0038118402007967234
+2023-06-28 15:05:04,645 - predict_qa_roberta - INFO - 0.0038118402007967234
+[2023-06-28 15:05:04,646] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:05:04,646 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:05:04,646] INFO in predict_qa_roberta: 0.9685223698616028
+2023-06-28 15:05:04,646 - predict_qa_roberta - INFO - 0.9685223698616028
+[2023-06-28 15:05:04,646] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:05:04,646 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:05:04,646] INFO in predict_qa_roberta: 0.873192548751831
+2023-06-28 15:05:04,646 - predict_qa_roberta - INFO - 0.873192548751831
+[2023-06-28 15:05:04,646] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:05:04,646 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:05:04,646] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '襄阳市高新区追口路9号6幢3层', 'safe_evaluate_4_sq_1.1': '湖北祝安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '姚长城'}
+2023-06-28 15:05:04,646 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '襄阳市高新区追口路9号6幢3层', 'safe_evaluate_4_sq_1.1': '湖北祝安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '姚长城'}
+10.0.2.130 - - [28/Jun/2023 15:05:04] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:19,726] INFO in predict_qa_roberta: 0.04148951917886734
+2023-06-28 15:05:19,726 - predict_qa_roberta - INFO - 0.04148951917886734
+[2023-06-28 15:05:19,727] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:05:19,727 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:05:19,727] INFO in predict_qa_roberta: 1.4213411060636817e-14
+2023-06-28 15:05:19,727 - predict_qa_roberta - INFO - 1.4213411060636817e-14
+[2023-06-28 15:05:19,727] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:05:19,727 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:05:19,727] INFO in predict_qa_roberta: 3.118161728821178e-08
+2023-06-28 15:05:19,727 - predict_qa_roberta - INFO - 3.118161728821178e-08
+[2023-06-28 15:05:19,727] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:05:19,727 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:05:19,727] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '称', 'safe_evaluate_4_sq_1.5': '，统上', 'safe_evaluate_4_sq_1.6': '住专'}
+2023-06-28 15:05:19,727 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '称', 'safe_evaluate_4_sq_1.5': '，统上', 'safe_evaluate_4_sq_1.6': '住专'}
+10.0.2.130 - - [28/Jun/2023 15:05:19] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:21,491] INFO in predict_qa_roberta: 0.5188491344451904
+2023-06-28 15:05:21,491 - predict_qa_roberta - INFO - 0.5188491344451904
+[2023-06-28 15:05:21,491] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:05:21,491 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:05:21,491] INFO in predict_qa_roberta: 0.8116648197174072
+2023-06-28 15:05:21,491 - predict_qa_roberta - INFO - 0.8116648197174072
+[2023-06-28 15:05:21,492] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:05:21,492 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:05:21,492] INFO in predict_qa_roberta: 3.97001531382557e-06
+2023-06-28 15:05:21,492 - predict_qa_roberta - INFO - 3.97001531382557e-06
+[2023-06-28 15:05:21,492] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:05:21,492 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:05:21,492] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1046. 31 m', 'safe_evaluate_4_sq_7.2': '103 m', 'safe_evaluate_4_sq_7.3': '10'}
+2023-06-28 15:05:21,492 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1046. 31 m', 'safe_evaluate_4_sq_7.2': '103 m', 'safe_evaluate_4_sq_7.3': '10'}
+10.0.2.130 - - [28/Jun/2023 15:05:21] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:05:21,518] INFO in predict_qa_roberta: 0.0021666630636900663
+2023-06-28 15:05:21,518 - predict_qa_roberta - INFO - 0.0021666630636900663
+[2023-06-28 15:05:21,518] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:05:21,518 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:05:21,519] INFO in predict_qa_roberta: 0.010324417613446712
+2023-06-28 15:05:21,519 - predict_qa_roberta - INFO - 0.010324417613446712
+[2023-06-28 15:05:21,519] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:05:21,519 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:05:21,519] INFO in predict_qa_roberta: 0.89913409948349
+2023-06-28 15:05:21,519 - predict_qa_roberta - INFO - 0.89913409948349
+[2023-06-28 15:05:21,519] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:05:21,519 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:05:21,519] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '二七街航天商务广场A座1413', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+2023-06-28 15:05:21,519 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '二七街航天商务广场A座1413', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+10.0.2.130 - - [28/Jun/2023 15:05:21] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:21,802] INFO in predict_qa_roberta: 7.613537036377238e-07
+2023-06-28 15:05:21,802 - predict_qa_roberta - INFO - 7.613537036377238e-07
+[2023-06-28 15:05:21,802] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:05:21,802 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:05:21,803] INFO in predict_qa_roberta: 2.137281508458183e-13
+2023-06-28 15:05:21,803 - predict_qa_roberta - INFO - 2.137281508458183e-13
+[2023-06-28 15:05:21,803] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:05:21,803 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:05:21,803] INFO in predict_qa_roberta: 0.2610400319099426
+2023-06-28 15:05:21,803 - predict_qa_roberta - INFO - 0.2610400319099426
+[2023-06-28 15:05:21,803] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:05:21,803 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:05:21,803] INFO in predict_qa_roberta: 2.0324477656430417e-09
+2023-06-28 15:05:21,803 - predict_qa_roberta - INFO - 2.0324477656430417e-09
+[2023-06-28 15:05:21,803] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:05:21,803 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:05:21,803] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '称名', 'safe_evaluate_4_sq_a1.2': '，统上上E要', 'a_common_social_credit_code': '6107', 'safe_evaluate_4_sq_a1.3': '#6107星室迎所州住专'}
+2023-06-28 15:05:21,803 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '称名', 'safe_evaluate_4_sq_a1.2': '，统上上E要', 'a_common_social_credit_code': '6107', 'safe_evaluate_4_sq_a1.3': '#6107星室迎所州住专'}
+10.0.2.130 - - [28/Jun/2023 15:05:21] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:05:21,810] INFO in predict_qa_roberta: 0.04148951917886734
+2023-06-28 15:05:21,810 - predict_qa_roberta - INFO - 0.04148951917886734
+[2023-06-28 15:05:21,810] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:05:21,810 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:05:21,810] INFO in predict_qa_roberta: 1.4213411060636817e-14
+2023-06-28 15:05:21,810 - predict_qa_roberta - INFO - 1.4213411060636817e-14
+[2023-06-28 15:05:21,810] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:05:21,810 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:05:21,810] INFO in predict_qa_roberta: 3.118161728821178e-08
+2023-06-28 15:05:21,810 - predict_qa_roberta - INFO - 3.118161728821178e-08
+[2023-06-28 15:05:21,810] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:05:21,810 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:05:21,810] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '称', 'safe_evaluate_4_sq_1.5': '，统上', 'safe_evaluate_4_sq_1.6': '住专'}
+2023-06-28 15:05:21,810 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '称', 'safe_evaluate_4_sq_1.5': '，统上', 'safe_evaluate_4_sq_1.6': '住专'}
+10.0.2.130 - - [28/Jun/2023 15:05:21] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:22,910] INFO in predict_qa_roberta: 0.0021666630636900663
+2023-06-28 15:05:22,910 - predict_qa_roberta - INFO - 0.0021666630636900663
+[2023-06-28 15:05:22,910] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:05:22,910 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:05:22,911] INFO in predict_qa_roberta: 0.010324417613446712
+2023-06-28 15:05:22,911 - predict_qa_roberta - INFO - 0.010324417613446712
+[2023-06-28 15:05:22,911] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:05:22,911 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:05:22,911] INFO in predict_qa_roberta: 0.89913409948349
+2023-06-28 15:05:22,911 - predict_qa_roberta - INFO - 0.89913409948349
+[2023-06-28 15:05:22,911] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:05:22,911 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:05:22,911] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '二七街航天商务广场A座1413', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+2023-06-28 15:05:22,911 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '二七街航天商务广场A座1413', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+10.0.2.130 - - [28/Jun/2023 15:05:22] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:27,055] INFO in predict_qa_roberta: 2.341433713581864e-10
+2023-06-28 15:05:27,055 - predict_qa_roberta - INFO - 2.341433713581864e-10
+[2023-06-28 15:05:27,055] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:05:27,055 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:05:27,055] INFO in predict_qa_roberta: 1.7785347847243393e-11
+2023-06-28 15:05:27,055 - predict_qa_roberta - INFO - 1.7785347847243393e-11
+[2023-06-28 15:05:27,055] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:05:27,055 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:05:27,055] INFO in predict_qa_roberta: 4.675017351019051e-08
+2023-06-28 15:05:27,055 - predict_qa_roberta - INFO - 4.675017351019051e-08
+[2023-06-28 15:05:27,055] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:05:27,055 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:05:27,055] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1B', 'safe_evaluate_4_sq_7.2': '11', 'safe_evaluate_4_sq_7.3': '17'}
+2023-06-28 15:05:27,055 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1B', 'safe_evaluate_4_sq_7.2': '11', 'safe_evaluate_4_sq_7.3': '17'}
+10.0.2.130 - - [28/Jun/2023 15:05:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:44,033] INFO in predict_qa_roberta: 0.8401008248329163
+2023-06-28 15:05:44,033 - predict_qa_roberta - INFO - 0.8401008248329163
+[2023-06-28 15:05:44,033] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:05:44,033 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:05:44,034] INFO in predict_qa_roberta: 0.9715604782104492
+2023-06-28 15:05:44,034 - predict_qa_roberta - INFO - 0.9715604782104492
+[2023-06-28 15:05:44,034] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:05:44,034 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:05:44,035] INFO in predict_qa_roberta: 0.8447276949882507
+2023-06-28 15:05:44,035 - predict_qa_roberta - INFO - 0.8447276949882507
+[2023-06-28 15:05:44,035] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:05:44,035 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:05:44,035] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_1.5': '黄兆云', 'safe_evaluate_4_sq_1.6': '宜昌市西陵区滑河四路86号'}
+2023-06-28 15:05:44,035 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_1.5': '黄兆云', 'safe_evaluate_4_sq_1.6': '宜昌市西陵区滑河四路86号'}
+10.0.2.130 - - [28/Jun/2023 15:05:44] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:44,495] INFO in predict_qa_roberta: 0.6757688522338867
+2023-06-28 15:05:44,495 - predict_qa_roberta - INFO - 0.6757688522338867
+[2023-06-28 15:05:44,495] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:05:44,495 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:05:44,495] INFO in predict_qa_roberta: 0.22756369411945343
+2023-06-28 15:05:44,495 - predict_qa_roberta - INFO - 0.22756369411945343
+[2023-06-28 15:05:44,495] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:05:44,495 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:05:44,495] INFO in predict_qa_roberta: 2.6456571049493505e-06
+2023-06-28 15:05:44,495 - predict_qa_roberta - INFO - 2.6456571049493505e-06
+[2023-06-28 15:05:44,495] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:05:44,495 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:05:44,496] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '仟陆佰贰拾伍元整', 'safe_evaluate_4_sq_7.2': '40档案室面积', 'safe_evaluate_4_sq_7.3': '宜昌市西陵区渭河四路86号'}
+2023-06-28 15:05:44,496 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '仟陆佰贰拾伍元整', 'safe_evaluate_4_sq_7.2': '40档案室面积', 'safe_evaluate_4_sq_7.3': '宜昌市西陵区渭河四路86号'}
+10.0.2.130 - - [28/Jun/2023 15:05:44] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:45,848] INFO in predict_qa_roberta: 0.8799228072166443
+2023-06-28 15:05:45,848 - predict_qa_roberta - INFO - 0.8799228072166443
+[2023-06-28 15:05:45,848] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:05:45,848 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:05:45,849] INFO in predict_qa_roberta: 0.9403194189071655
+2023-06-28 15:05:45,849 - predict_qa_roberta - INFO - 0.9403194189071655
+[2023-06-28 15:05:45,849] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:05:45,849 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:05:45,849] INFO in predict_qa_roberta: 0.915784478187561
+2023-06-28 15:05:45,849 - predict_qa_roberta - INFO - 0.915784478187561
+[2023-06-28 15:05:45,850] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:05:45,850 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:05:45,851] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '宜昌市西陵区渭河四路86号', 'safe_evaluate_4_sq_1.1': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_1.2': '黄兆云'}
+2023-06-28 15:05:45,851 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '宜昌市西陵区渭河四路86号', 'safe_evaluate_4_sq_1.1': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_1.2': '黄兆云'}
+10.0.2.130 - - [28/Jun/2023 15:05:45] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:05:45,928] INFO in predict_qa_roberta: 0.8401008248329163
+2023-06-28 15:05:45,928 - predict_qa_roberta - INFO - 0.8401008248329163
+[2023-06-28 15:05:45,928] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:05:45,928 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:05:45,928] INFO in predict_qa_roberta: 0.9715604782104492
+2023-06-28 15:05:45,928 - predict_qa_roberta - INFO - 0.9715604782104492
+[2023-06-28 15:05:45,928] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:05:45,928 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:05:45,929] INFO in predict_qa_roberta: 0.8447276949882507
+2023-06-28 15:05:45,929 - predict_qa_roberta - INFO - 0.8447276949882507
+[2023-06-28 15:05:45,929] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:05:45,929 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:05:45,929] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_1.5': '黄兆云', 'safe_evaluate_4_sq_1.6': '宜昌市西陵区滑河四路86号'}
+2023-06-28 15:05:45,929 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_1.5': '黄兆云', 'safe_evaluate_4_sq_1.6': '宜昌市西陵区滑河四路86号'}
+10.0.2.130 - - [28/Jun/2023 15:05:45] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:47,543] INFO in predict_qa_roberta: 0.7441149950027466
+2023-06-28 15:05:47,543 - predict_qa_roberta - INFO - 0.7441149950027466
+[2023-06-28 15:05:47,544] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:05:47,544 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:05:47,544] INFO in predict_qa_roberta: 0.9876894354820251
+2023-06-28 15:05:47,544 - predict_qa_roberta - INFO - 0.9876894354820251
+[2023-06-28 15:05:47,544] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:05:47,544 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:05:47,544] INFO in predict_qa_roberta: 0.10569959133863449
+2023-06-28 15:05:47,544 - predict_qa_roberta - INFO - 0.10569959133863449
+[2023-06-28 15:05:47,545] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:05:47,545 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:05:47,545] INFO in predict_qa_roberta: 0.005508200265467167
+2023-06-28 15:05:47,545 - predict_qa_roberta - INFO - 0.005508200265467167
+[2023-06-28 15:05:47,545] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:05:47,545 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:05:47,545] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_a1.2': '黄兆云', 'a_common_social_credit_code': '二', 'safe_evaluate_4_sq_a1.3': '宜昌市西陵区滑河四路86号'}
+2023-06-28 15:05:47,545 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_a1.2': '黄兆云', 'a_common_social_credit_code': '二', 'safe_evaluate_4_sq_a1.3': '宜昌市西陵区滑河四路86号'}
+10.0.2.130 - - [28/Jun/2023 15:05:47] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:05:47,915] INFO in predict_qa_roberta: 0.8799228072166443
+2023-06-28 15:05:47,915 - predict_qa_roberta - INFO - 0.8799228072166443
+[2023-06-28 15:05:47,916] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:05:47,916 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:05:47,916] INFO in predict_qa_roberta: 0.9403194189071655
+2023-06-28 15:05:47,916 - predict_qa_roberta - INFO - 0.9403194189071655
+[2023-06-28 15:05:47,916] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:05:47,916 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:05:47,916] INFO in predict_qa_roberta: 0.915784478187561
+2023-06-28 15:05:47,916 - predict_qa_roberta - INFO - 0.915784478187561
+[2023-06-28 15:05:47,916] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:05:47,916 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:05:47,916] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '宜昌市西陵区渭河四路86号', 'safe_evaluate_4_sq_1.1': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_1.2': '黄兆云'}
+2023-06-28 15:05:47,916 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '宜昌市西陵区渭河四路86号', 'safe_evaluate_4_sq_1.1': '湖北景深安全技术有限公司', 'safe_evaluate_4_sq_1.2': '黄兆云'}
+10.0.2.130 - - [28/Jun/2023 15:05:47] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:58,604] INFO in predict_qa_roberta: 3.4163116424679174e-07
+2023-06-28 15:05:58,604 - predict_qa_roberta - INFO - 3.4163116424679174e-07
+[2023-06-28 15:05:58,604] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:05:58,604 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:05:58,604] INFO in predict_qa_roberta: 0.5099188685417175
+2023-06-28 15:05:58,604 - predict_qa_roberta - INFO - 0.5099188685417175
+[2023-06-28 15:05:58,605] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:05:58,605 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:05:58,605] INFO in predict_qa_roberta: 8.532989158993587e-05
+2023-06-28 15:05:58,605 - predict_qa_roberta - INFO - 8.532989158993587e-05
+[2023-06-28 15:05:58,605] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:05:58,605 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:05:58,605] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.5': '米统一', 'safe_evaluate_4_sq_1.6': '车淄机楼201-A室'}
+2023-06-28 15:05:58,605 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.5': '米统一', 'safe_evaluate_4_sq_1.6': '车淄机楼201-A室'}
+10.0.2.130 - - [28/Jun/2023 15:05:58] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:05:58,656] INFO in predict_qa_roberta: 0.9820905327796936
+2023-06-28 15:05:58,656 - predict_qa_roberta - INFO - 0.9820905327796936
+[2023-06-28 15:05:58,656] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:05:58,656 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:05:58,656] INFO in predict_qa_roberta: 0.9533458948135376
+2023-06-28 15:05:58,656 - predict_qa_roberta - INFO - 0.9533458948135376
+[2023-06-28 15:05:58,657] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:05:58,657 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:05:58,657] INFO in predict_qa_roberta: 4.828303872272954e-07
+2023-06-28 15:05:58,657 - predict_qa_roberta - INFO - 4.828303872272954e-07
+[2023-06-28 15:05:58,657] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:05:58,657 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:05:58,657] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1800平方米', 'safe_evaluate_4_sq_7.2': '109平方米', 'safe_evaluate_4_sq_7.3': '13'}
+2023-06-28 15:05:58,657 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1800平方米', 'safe_evaluate_4_sq_7.2': '109平方米', 'safe_evaluate_4_sq_7.3': '13'}
+10.0.2.130 - - [28/Jun/2023 15:05:58] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:05:59,294] INFO in predict_qa_roberta: 3.4163116424679174e-07
+2023-06-28 15:05:59,294 - predict_qa_roberta - INFO - 3.4163116424679174e-07
+[2023-06-28 15:05:59,295] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:05:59,295 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:05:59,295] INFO in predict_qa_roberta: 0.5099188685417175
+2023-06-28 15:05:59,295 - predict_qa_roberta - INFO - 0.5099188685417175
+[2023-06-28 15:05:59,295] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:05:59,295 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:05:59,295] INFO in predict_qa_roberta: 8.532989158993587e-05
+2023-06-28 15:05:59,295 - predict_qa_roberta - INFO - 8.532989158993587e-05
+[2023-06-28 15:05:59,296] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:05:59,296 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:05:59,296] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.5': '米统一', 'safe_evaluate_4_sq_1.6': '车淄机楼201-A室'}
+2023-06-28 15:05:59,296 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.5': '米统一', 'safe_evaluate_4_sq_1.6': '车淄机楼201-A室'}
+10.0.2.130 - - [28/Jun/2023 15:05:59] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:05:59,345] INFO in predict_qa_roberta: 0.002302998211234808
+2023-06-28 15:05:59,345 - predict_qa_roberta - INFO - 0.002302998211234808
+[2023-06-28 15:05:59,346] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:05:59,346 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:05:59,347] INFO in predict_qa_roberta: 0.9937247633934021
+2023-06-28 15:05:59,347 - predict_qa_roberta - INFO - 0.9937247633934021
+[2023-06-28 15:05:59,347] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:05:59,347 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:05:59,348] INFO in predict_qa_roberta: 0.9604684114456177
+2023-06-28 15:05:59,348 - predict_qa_roberta - INFO - 0.9604684114456177
+[2023-06-28 15:05:59,348] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:05:59,348 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:05:59,348] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '康达孵化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '龚银双'}
+2023-06-28 15:05:59,348 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '康达孵化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '龚银双'}
+10.0.2.130 - - [28/Jun/2023 15:05:59] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:00,050] INFO in predict_qa_roberta: 2.0192360352666583e-06
+2023-06-28 15:06:00,050 - predict_qa_roberta - INFO - 2.0192360352666583e-06
+[2023-06-28 15:06:00,050] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:06:00,050 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:06:00,050] INFO in predict_qa_roberta: 0.5787537693977356
+2023-06-28 15:06:00,050 - predict_qa_roberta - INFO - 0.5787537693977356
+[2023-06-28 15:06:00,050] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:06:00,050 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:06:00,050] INFO in predict_qa_roberta: 0.8940470218658447
+2023-06-28 15:06:00,050 - predict_qa_roberta - INFO - 0.8940470218658447
+[2023-06-28 15:06:00,051] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:06:00,051 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:06:00,051] INFO in predict_qa_roberta: 1.4118169929133728e-05
+2023-06-28 15:06:00,051 - predict_qa_roberta - INFO - 1.4118169929133728e-05
+[2023-06-28 15:06:00,051] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:06:00,051 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:06:00,051] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '有限责任公司', 'safe_evaluate_4_sq_a1.2': '米统一', 'a_common_social_credit_code': '91420106789328299U', 'safe_evaluate_4_sq_a1.3': '车淄机楼201-A室'}
+2023-06-28 15:06:00,051 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '有限责任公司', 'safe_evaluate_4_sq_a1.2': '米统一', 'a_common_social_credit_code': '91420106789328299U', 'safe_evaluate_4_sq_a1.3': '车淄机楼201-A室'}
+10.0.2.130 - - [28/Jun/2023 15:06:00] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:06:00,096] INFO in predict_qa_roberta: 0.002302998211234808
+2023-06-28 15:06:00,096 - predict_qa_roberta - INFO - 0.002302998211234808
+[2023-06-28 15:06:00,096] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:06:00,096 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:06:00,096] INFO in predict_qa_roberta: 0.9937247633934021
+2023-06-28 15:06:00,096 - predict_qa_roberta - INFO - 0.9937247633934021
+[2023-06-28 15:06:00,096] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:06:00,096 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:06:00,097] INFO in predict_qa_roberta: 0.9604684114456177
+2023-06-28 15:06:00,097 - predict_qa_roberta - INFO - 0.9604684114456177
+[2023-06-28 15:06:00,097] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:06:00,097 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:06:00,097] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '康达孵化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '龚银双'}
+2023-06-28 15:06:00,097 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '康达孵化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '龚银双'}
+10.0.2.130 - - [28/Jun/2023 15:06:00] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:13,817] INFO in predict_qa_roberta: 5.2031354919046535e-11
+2023-06-28 15:06:13,817 - predict_qa_roberta - INFO - 5.2031354919046535e-11
+[2023-06-28 15:06:13,817] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:06:13,817 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:06:13,817] INFO in predict_qa_roberta: 4.79874983066314e-13
+2023-06-28 15:06:13,817 - predict_qa_roberta - INFO - 4.79874983066314e-13
+[2023-06-28 15:06:13,817] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:06:13,817 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:06:13,817] INFO in predict_qa_roberta: 4.013191445828568e-10
+2023-06-28 15:06:13,817 - predict_qa_roberta - INFO - 4.013191445828568e-10
+[2023-06-28 15:06:13,818] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:06:13,818 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:06:13,818] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '登记机关', 'safe_evaluate_4_sq_1.5': '副本登记机关', 'safe_evaluate_4_sq_1.6': '副本登记机关'}
+2023-06-28 15:06:13,818 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '登记机关', 'safe_evaluate_4_sq_1.5': '副本登记机关', 'safe_evaluate_4_sq_1.6': '副本登记机关'}
+10.0.2.130 - - [28/Jun/2023 15:06:13] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:14,737] INFO in predict_qa_roberta: 0.3516211211681366
+2023-06-28 15:06:14,737 - predict_qa_roberta - INFO - 0.3516211211681366
+[2023-06-28 15:06:14,738] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:06:14,738 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:06:14,738] INFO in predict_qa_roberta: 0.8130401968955994
+2023-06-28 15:06:14,738 - predict_qa_roberta - INFO - 0.8130401968955994
+[2023-06-28 15:06:14,738] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:06:14,738 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:06:14,738] INFO in predict_qa_roberta: 3.7587476526823593e-06
+2023-06-28 15:06:14,738 - predict_qa_roberta - INFO - 3.7587476526823593e-06
+[2023-06-28 15:06:14,738] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:06:14,738 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:06:14,738] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1024.87平方米', 'safe_evaluate_4_sq_7.2': '110 m', 'safe_evaluate_4_sq_7.3': '湖北祝安安全技术有限公司'}
+2023-06-28 15:06:14,738 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1024.87平方米', 'safe_evaluate_4_sq_7.2': '110 m', 'safe_evaluate_4_sq_7.3': '湖北祝安安全技术有限公司'}
+10.0.2.130 - - [28/Jun/2023 15:06:14] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:15,007] INFO in predict_qa_roberta: 0.0038118402007967234
+2023-06-28 15:06:15,007 - predict_qa_roberta - INFO - 0.0038118402007967234
+[2023-06-28 15:06:15,007] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:06:15,007 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:06:15,007] INFO in predict_qa_roberta: 0.9685223698616028
+2023-06-28 15:06:15,007 - predict_qa_roberta - INFO - 0.9685223698616028
+[2023-06-28 15:06:15,007] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:06:15,007 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:06:15,007] INFO in predict_qa_roberta: 0.873192548751831
+2023-06-28 15:06:15,007 - predict_qa_roberta - INFO - 0.873192548751831
+[2023-06-28 15:06:15,007] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:06:15,007 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:06:15,008] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '襄阳市高新区追口路9号6幢3层', 'safe_evaluate_4_sq_1.1': '湖北祝安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '姚长城'}
+2023-06-28 15:06:15,008 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '襄阳市高新区追口路9号6幢3层', 'safe_evaluate_4_sq_1.1': '湖北祝安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '姚长城'}
+10.0.2.130 - - [28/Jun/2023 15:06:15] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:06:15,020] INFO in predict_qa_roberta: 5.2031354919046535e-11
+2023-06-28 15:06:15,020 - predict_qa_roberta - INFO - 5.2031354919046535e-11
+[2023-06-28 15:06:15,020] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:06:15,020 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:06:15,020] INFO in predict_qa_roberta: 4.79874983066314e-13
+2023-06-28 15:06:15,020 - predict_qa_roberta - INFO - 4.79874983066314e-13
+[2023-06-28 15:06:15,020] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:06:15,020 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:06:15,020] INFO in predict_qa_roberta: 4.013191445828568e-10
+2023-06-28 15:06:15,020 - predict_qa_roberta - INFO - 4.013191445828568e-10
+[2023-06-28 15:06:15,020] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:06:15,020 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:06:15,020] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '登记机关', 'safe_evaluate_4_sq_1.5': '副本登记机关', 'safe_evaluate_4_sq_1.6': '副本登记机关'}
+2023-06-28 15:06:15,020 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '登记机关', 'safe_evaluate_4_sq_1.5': '副本登记机关', 'safe_evaluate_4_sq_1.6': '副本登记机关'}
+10.0.2.130 - - [28/Jun/2023 15:06:15] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:15,391] INFO in predict_qa_roberta: 7.086930868538399e-12
+2023-06-28 15:06:15,391 - predict_qa_roberta - INFO - 7.086930868538399e-12
+[2023-06-28 15:06:15,391] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:06:15,391 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:06:15,391] INFO in predict_qa_roberta: 1.020520386946222e-11
+2023-06-28 15:06:15,391 - predict_qa_roberta - INFO - 1.020520386946222e-11
+[2023-06-28 15:06:15,391] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:06:15,391 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:06:15,391] INFO in predict_qa_roberta: 6.222160373742236e-13
+2023-06-28 15:06:15,391 - predict_qa_roberta - INFO - 6.222160373742236e-13
+[2023-06-28 15:06:15,391] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:06:15,391 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:06:15,391] INFO in predict_qa_roberta: 9.17036195244303e-13
+2023-06-28 15:06:15,391 - predict_qa_roberta - INFO - 9.17036195244303e-13
+[2023-06-28 15:06:15,392] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:06:15,392 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:06:15,392] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '登记机关', 'safe_evaluate_4_sq_a1.2': '登记机关', 'a_common_social_credit_code': '副本登记机关', 'safe_evaluate_4_sq_a1.3': '登记机关'}
+2023-06-28 15:06:15,392 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '登记机关', 'safe_evaluate_4_sq_a1.2': '登记机关', 'a_common_social_credit_code': '副本登记机关', 'safe_evaluate_4_sq_a1.3': '登记机关'}
+10.0.2.130 - - [28/Jun/2023 15:06:15] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:06:15,835] INFO in predict_qa_roberta: 0.0038118402007967234
+2023-06-28 15:06:15,835 - predict_qa_roberta - INFO - 0.0038118402007967234
+[2023-06-28 15:06:15,836] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:06:15,836 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:06:15,836] INFO in predict_qa_roberta: 0.9685223698616028
+2023-06-28 15:06:15,836 - predict_qa_roberta - INFO - 0.9685223698616028
+[2023-06-28 15:06:15,836] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:06:15,836 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:06:15,836] INFO in predict_qa_roberta: 0.873192548751831
+2023-06-28 15:06:15,836 - predict_qa_roberta - INFO - 0.873192548751831
+[2023-06-28 15:06:15,836] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:06:15,836 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:06:15,836] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '襄阳市高新区追口路9号6幢3层', 'safe_evaluate_4_sq_1.1': '湖北祝安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '姚长城'}
+2023-06-28 15:06:15,836 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '襄阳市高新区追口路9号6幢3层', 'safe_evaluate_4_sq_1.1': '湖北祝安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '姚长城'}
+10.0.2.130 - - [28/Jun/2023 15:06:15] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:39,250] INFO in predict_qa_roberta: 0.013812516815960407
+2023-06-28 15:06:39,250 - predict_qa_roberta - INFO - 0.013812516815960407
+[2023-06-28 15:06:39,251] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:06:39,251 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:06:39,251] INFO in predict_qa_roberta: 0.91004878282547
+2023-06-28 15:06:39,251 - predict_qa_roberta - INFO - 0.91004878282547
+[2023-06-28 15:06:39,251] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:06:39,251 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:06:39,251] INFO in predict_qa_roberta: 0.004700869787484407
+2023-06-28 15:06:39,251 - predict_qa_roberta - INFO - 0.004700869787484407
+[2023-06-28 15:06:39,252] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:06:39,252 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:06:39,252] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '安全工程巧事务所有限公司', 'safe_evaluate_4_sq_1.5': '（婉平', 'safe_evaluate_4_sq_1.6': '汉市江岸区二七街辉总大道2159号'}
+2023-06-28 15:06:39,252 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '安全工程巧事务所有限公司', 'safe_evaluate_4_sq_1.5': '（婉平', 'safe_evaluate_4_sq_1.6': '汉市江岸区二七街辉总大道2159号'}
+10.0.2.130 - - [28/Jun/2023 15:06:39] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:40,551] INFO in predict_qa_roberta: 0.68523108959198
+2023-06-28 15:06:40,551 - predict_qa_roberta - INFO - 0.68523108959198
+[2023-06-28 15:06:40,552] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:06:40,552 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:06:40,552] INFO in predict_qa_roberta: 0.6075699925422668
+2023-06-28 15:06:40,552 - predict_qa_roberta - INFO - 0.6075699925422668
+[2023-06-28 15:06:40,553] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:06:40,553 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:06:40,553] INFO in predict_qa_roberta: 1.167729919870908e-06
+2023-06-28 15:06:40,553 - predict_qa_roberta - INFO - 1.167729919870908e-06
+[2023-06-28 15:06:40,553] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:06:40,553 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:06:40,553] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1040.18 m²', 'safe_evaluate_4_sq_7.2': '110.8 m²', 'safe_evaluate_4_sq_7.3': '11'}
+2023-06-28 15:06:40,553 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1040.18 m²', 'safe_evaluate_4_sq_7.2': '110.8 m²', 'safe_evaluate_4_sq_7.3': '11'}
+10.0.2.130 - - [28/Jun/2023 15:06:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:41,104] INFO in predict_qa_roberta: 0.00037697196239605546
+2023-06-28 15:06:41,104 - predict_qa_roberta - INFO - 0.00037697196239605546
+[2023-06-28 15:06:41,105] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:06:41,105 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:06:41,105] INFO in predict_qa_roberta: 0.007057156879454851
+2023-06-28 15:06:41,105 - predict_qa_roberta - INFO - 0.007057156879454851
+[2023-06-28 15:06:41,105] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:06:41,105 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:06:41,105] INFO in predict_qa_roberta: 0.9679090976715088
+2023-06-28 15:06:41,105 - predict_qa_roberta - INFO - 0.9679090976715088
+[2023-06-28 15:06:41,106] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:06:41,106 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:06:41,106] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市江岸区二七街解放大道2159', 'safe_evaluate_4_sq_1.1': '安全工程师事务所有限公司', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+2023-06-28 15:06:41,106 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市江岸区二七街解放大道2159', 'safe_evaluate_4_sq_1.1': '安全工程师事务所有限公司', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+10.0.2.130 - - [28/Jun/2023 15:06:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:41,404] INFO in predict_qa_roberta: 0.013812516815960407
+2023-06-28 15:06:41,404 - predict_qa_roberta - INFO - 0.013812516815960407
+[2023-06-28 15:06:41,405] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:06:41,405 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:06:41,406] INFO in predict_qa_roberta: 0.91004878282547
+2023-06-28 15:06:41,406 - predict_qa_roberta - INFO - 0.91004878282547
+[2023-06-28 15:06:41,406] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:06:41,406 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:06:41,406] INFO in predict_qa_roberta: 0.004700869787484407
+2023-06-28 15:06:41,406 - predict_qa_roberta - INFO - 0.004700869787484407
+[2023-06-28 15:06:41,407] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:06:41,407 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:06:41,407] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '安全工程巧事务所有限公司', 'safe_evaluate_4_sq_1.5': '（婉平', 'safe_evaluate_4_sq_1.6': '汉市江岸区二七街辉总大道2159号'}
+2023-06-28 15:06:41,407 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '安全工程巧事务所有限公司', 'safe_evaluate_4_sq_1.5': '（婉平', 'safe_evaluate_4_sq_1.6': '汉市江岸区二七街辉总大道2159号'}
+10.0.2.130 - - [28/Jun/2023 15:06:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:42,902] INFO in predict_qa_roberta: 0.013092140667140484
+2023-06-28 15:06:42,902 - predict_qa_roberta - INFO - 0.013092140667140484
+[2023-06-28 15:06:42,902] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:06:42,902 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:06:42,903] INFO in predict_qa_roberta: 0.8882215619087219
+2023-06-28 15:06:42,903 - predict_qa_roberta - INFO - 0.8882215619087219
+[2023-06-28 15:06:42,903] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:06:42,903 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:06:42,903] INFO in predict_qa_roberta: 0.08821673691272736
+2023-06-28 15:06:42,903 - predict_qa_roberta - INFO - 0.08821673691272736
+[2023-06-28 15:06:42,903] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:06:42,903 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:06:42,903] INFO in predict_qa_roberta: 0.010207828134298325
+2023-06-28 15:06:42,903 - predict_qa_roberta - INFO - 0.010207828134298325
+[2023-06-28 15:06:42,903] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:06:42,903 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:06:42,904] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '安全工程巧事务所有限公司', 'safe_evaluate_4_sq_a1.2': '（婉平', 'a_common_social_credit_code': '扫二', 'safe_evaluate_4_sq_a1.3': '二七街辉总大道2159号'}
+2023-06-28 15:06:42,904 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '安全工程巧事务所有限公司', 'safe_evaluate_4_sq_a1.2': '（婉平', 'a_common_social_credit_code': '扫二', 'safe_evaluate_4_sq_a1.3': '二七街辉总大道2159号'}
+10.0.2.130 - - [28/Jun/2023 15:06:42] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:06:43,184] INFO in predict_qa_roberta: 0.00037697196239605546
+2023-06-28 15:06:43,184 - predict_qa_roberta - INFO - 0.00037697196239605546
+[2023-06-28 15:06:43,185] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:06:43,185 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:06:43,185] INFO in predict_qa_roberta: 0.007057156879454851
+2023-06-28 15:06:43,185 - predict_qa_roberta - INFO - 0.007057156879454851
+[2023-06-28 15:06:43,185] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:06:43,185 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:06:43,185] INFO in predict_qa_roberta: 0.9679090976715088
+2023-06-28 15:06:43,185 - predict_qa_roberta - INFO - 0.9679090976715088
+[2023-06-28 15:06:43,185] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:06:43,185 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:06:43,185] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市江岸区二七街解放大道2159', 'safe_evaluate_4_sq_1.1': '安全工程师事务所有限公司', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+2023-06-28 15:06:43,185 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市江岸区二七街解放大道2159', 'safe_evaluate_4_sq_1.1': '安全工程师事务所有限公司', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+10.0.2.130 - - [28/Jun/2023 15:06:43] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:53,193] INFO in predict_qa_roberta: 0.00029530678875744343
+2023-06-28 15:06:53,193 - predict_qa_roberta - INFO - 0.00029530678875744343
+[2023-06-28 15:06:53,193] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:06:53,193 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:06:53,193] INFO in predict_qa_roberta: 6.503541594149453e-10
+2023-06-28 15:06:53,193 - predict_qa_roberta - INFO - 6.503541594149453e-10
+[2023-06-28 15:06:53,193] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:06:53,193 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:06:53,193] INFO in predict_qa_roberta: 1.39280409712228e-05
+2023-06-28 15:06:53,193 - predict_qa_roberta - INFO - 1.39280409712228e-05
+[2023-06-28 15:06:53,193] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:06:53,193 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:06:53,194] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '业注成营主22821127称型围名类', 'safe_evaluate_4_sq_1.5': '成营主22821127称型围名类', 'safe_evaluate_4_sq_1.6': '22821127称型围名类'}
+2023-06-28 15:06:53,194 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '业注成营主22821127称型围名类', 'safe_evaluate_4_sq_1.5': '成营主22821127称型围名类', 'safe_evaluate_4_sq_1.6': '22821127称型围名类'}
+10.0.2.130 - - [28/Jun/2023 15:06:53] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:54,008] INFO in predict_qa_roberta: 0.5142577886581421
+2023-06-28 15:06:54,008 - predict_qa_roberta - INFO - 0.5142577886581421
+[2023-06-28 15:06:54,009] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:06:54,009 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:06:54,009] INFO in predict_qa_roberta: 0.9360600113868713
+2023-06-28 15:06:54,009 - predict_qa_roberta - INFO - 0.9360600113868713
+[2023-06-28 15:06:54,009] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:06:54,009 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:06:54,009] INFO in predict_qa_roberta: 3.766402869587182e-07
+2023-06-28 15:06:54,009 - predict_qa_roberta - INFO - 3.766402869587182e-07
+[2023-06-28 15:06:54,009] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:06:54,009 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:06:54,009] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1683.78m', 'safe_evaluate_4_sq_7.2': '105m', 'safe_evaluate_4_sq_7.3': '18'}
+2023-06-28 15:06:54,009 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1683.78m', 'safe_evaluate_4_sq_7.2': '105m', 'safe_evaluate_4_sq_7.3': '18'}
+10.0.2.130 - - [28/Jun/2023 15:06:54] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:54,218] INFO in predict_qa_roberta: 0.6600993275642395
+2023-06-28 15:06:54,218 - predict_qa_roberta - INFO - 0.6600993275642395
+[2023-06-28 15:06:54,219] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:06:54,219 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:06:54,219] INFO in predict_qa_roberta: 0.001174716162495315
+2023-06-28 15:06:54,219 - predict_qa_roberta - INFO - 0.001174716162495315
+[2023-06-28 15:06:54,219] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:06:54,219 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:06:54,219] INFO in predict_qa_roberta: 0.8637586832046509
+2023-06-28 15:06:54,219 - predict_qa_roberta - INFO - 0.8637586832046509
+[2023-06-28 15:06:54,219] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:06:54,219 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:06:54,219] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '洪山区狮于山街张吴村1号楼14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '李俊杰'}
+2023-06-28 15:06:54,219 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '洪山区狮于山街张吴村1号楼14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '李俊杰'}
+10.0.2.130 - - [28/Jun/2023 15:06:54] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:06:54,242] INFO in predict_qa_roberta: 0.00029530678875744343
+2023-06-28 15:06:54,242 - predict_qa_roberta - INFO - 0.00029530678875744343
+[2023-06-28 15:06:54,242] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:06:54,242 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:06:54,243] INFO in predict_qa_roberta: 6.503541594149453e-10
+2023-06-28 15:06:54,243 - predict_qa_roberta - INFO - 6.503541594149453e-10
+[2023-06-28 15:06:54,243] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:06:54,243 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:06:54,243] INFO in predict_qa_roberta: 1.39280409712228e-05
+2023-06-28 15:06:54,243 - predict_qa_roberta - INFO - 1.39280409712228e-05
+[2023-06-28 15:06:54,243] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:06:54,243 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:06:54,243] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '业注成营主22821127称型围名类', 'safe_evaluate_4_sq_1.5': '成营主22821127称型围名类', 'safe_evaluate_4_sq_1.6': '22821127称型围名类'}
+2023-06-28 15:06:54,243 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '业注成营主22821127称型围名类', 'safe_evaluate_4_sq_1.5': '成营主22821127称型围名类', 'safe_evaluate_4_sq_1.6': '22821127称型围名类'}
+10.0.2.130 - - [28/Jun/2023 15:06:54] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:06:54,666] INFO in predict_qa_roberta: 0.0049170744605362415
+2023-06-28 15:06:54,666 - predict_qa_roberta - INFO - 0.0049170744605362415
+[2023-06-28 15:06:54,667] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:06:54,667 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:06:54,667] INFO in predict_qa_roberta: 9.861550643108785e-05
+2023-06-28 15:06:54,667 - predict_qa_roberta - INFO - 9.861550643108785e-05
+[2023-06-28 15:06:54,667] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:06:54,667 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:06:54,667] INFO in predict_qa_roberta: 1.1435197677656106e-07
+2023-06-28 15:06:54,667 - predict_qa_roberta - INFO - 1.1435197677656106e-07
+[2023-06-28 15:06:54,667] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:06:54,667 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:06:54,667] INFO in predict_qa_roberta: 0.00015524137415923178
+2023-06-28 15:06:54,667 - predict_qa_roberta - INFO - 0.00015524137415923178
+[2023-06-28 15:06:54,668] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:06:54,668 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:06:54,668] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '成营', 'safe_evaluate_4_sq_a1.2': '成营主22821127称型围名类', 'a_common_social_credit_code': '22821127', 'safe_evaluate_4_sq_a1.3': '22821127称型围名类'}
+2023-06-28 15:06:54,668 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '成营', 'safe_evaluate_4_sq_a1.2': '成营主22821127称型围名类', 'a_common_social_credit_code': '22821127', 'safe_evaluate_4_sq_a1.3': '22821127称型围名类'}
+10.0.2.130 - - [28/Jun/2023 15:06:54] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:06:55,004] INFO in predict_qa_roberta: 0.6600993275642395
+2023-06-28 15:06:55,004 - predict_qa_roberta - INFO - 0.6600993275642395
+[2023-06-28 15:06:55,004] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:06:55,004 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:06:55,004] INFO in predict_qa_roberta: 0.001174716162495315
+2023-06-28 15:06:55,004 - predict_qa_roberta - INFO - 0.001174716162495315
+[2023-06-28 15:06:55,004] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:06:55,004 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:06:55,005] INFO in predict_qa_roberta: 0.8637586832046509
+2023-06-28 15:06:55,005 - predict_qa_roberta - INFO - 0.8637586832046509
+[2023-06-28 15:06:55,005] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:06:55,005 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:06:55,005] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '洪山区狮于山街张吴村1号楼14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '李俊杰'}
+2023-06-28 15:06:55,005 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '洪山区狮于山街张吴村1号楼14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '李俊杰'}
+10.0.2.130 - - [28/Jun/2023 15:06:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:08,448] INFO in predict_qa_roberta: 0.6181464195251465
+2023-06-28 15:07:08,448 - predict_qa_roberta - INFO - 0.6181464195251465
+[2023-06-28 15:07:08,449] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:07:08,449 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:07:08,449] INFO in predict_qa_roberta: 0.701930820941925
+2023-06-28 15:07:08,449 - predict_qa_roberta - INFO - 0.701930820941925
+[2023-06-28 15:07:08,449] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
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+[2023-06-28 15:07:08,450] INFO in predict_qa_roberta: 0.00023544052965007722
+2023-06-28 15:07:08,450 - predict_qa_roberta - INFO - 0.00023544052965007722
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+[2023-06-28 15:07:08,450] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '潮北联宽安全技术有限公司', 'safe_evaluate_4_sq_1.5': '装银改', 'safe_evaluate_4_sq_1.6': '武汉市江夏区大桥新区金樱街'}
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+10.0.2.130 - - [28/Jun/2023 15:07:08] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:08,584] INFO in predict_qa_roberta: 0.9820905327796936
+2023-06-28 15:07:08,584 - predict_qa_roberta - INFO - 0.9820905327796936
+[2023-06-28 15:07:08,585] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:07:08,585 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:07:08,585] INFO in predict_qa_roberta: 0.9533458948135376
+2023-06-28 15:07:08,585 - predict_qa_roberta - INFO - 0.9533458948135376
+[2023-06-28 15:07:08,586] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:07:08,586 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:07:08,586] INFO in predict_qa_roberta: 4.828303872272954e-07
+2023-06-28 15:07:08,586 - predict_qa_roberta - INFO - 4.828303872272954e-07
+[2023-06-28 15:07:08,586] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
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+[2023-06-28 15:07:08,586] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1800平方米', 'safe_evaluate_4_sq_7.2': '109平方米', 'safe_evaluate_4_sq_7.3': '13'}
+2023-06-28 15:07:08,586 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1800平方米', 'safe_evaluate_4_sq_7.2': '109平方米', 'safe_evaluate_4_sq_7.3': '13'}
+10.0.2.130 - - [28/Jun/2023 15:07:08] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:09,181] INFO in predict_qa_roberta: 0.6181464195251465
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+[2023-06-28 15:07:09,182] INFO in predict_qa_roberta: 0.701930820941925
+2023-06-28 15:07:09,182 - predict_qa_roberta - INFO - 0.701930820941925
+[2023-06-28 15:07:09,182] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
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+[2023-06-28 15:07:09,182] INFO in predict_qa_roberta: 0.00023544052965007722
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+[2023-06-28 15:07:09,182] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '潮北联宽安全技术有限公司', 'safe_evaluate_4_sq_1.5': '装银改', 'safe_evaluate_4_sq_1.6': '武汉市江夏区大桥新区金樱街'}
+2023-06-28 15:07:09,182 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '潮北联宽安全技术有限公司', 'safe_evaluate_4_sq_1.5': '装银改', 'safe_evaluate_4_sq_1.6': '武汉市江夏区大桥新区金樱街'}
+10.0.2.130 - - [28/Jun/2023 15:07:09] "POST /qarob HTTP/1.0" 200 -
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+2023-06-28 15:07:09,216 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:07:09,216] INFO in predict_qa_roberta: 0.9937247633934021
+2023-06-28 15:07:09,216 - predict_qa_roberta - INFO - 0.9937247633934021
+[2023-06-28 15:07:09,216] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:07:09,216 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:07:09,216] INFO in predict_qa_roberta: 0.9604684114456177
+2023-06-28 15:07:09,216 - predict_qa_roberta - INFO - 0.9604684114456177
+[2023-06-28 15:07:09,216] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:07:09,216 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:07:09,216] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '康达孵化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '龚银双'}
+2023-06-28 15:07:09,216 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '康达孵化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '龚银双'}
+10.0.2.130 - - [28/Jun/2023 15:07:09] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:09,909] INFO in predict_qa_roberta: 0.6199162006378174
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+[2023-06-28 15:07:09,910] INFO in predict_qa_roberta: 0.42205116152763367
+2023-06-28 15:07:09,910 - predict_qa_roberta - INFO - 0.42205116152763367
+[2023-06-28 15:07:09,910] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:07:09,910 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:07:09,910] INFO in predict_qa_roberta: 0.028994139283895493
+2023-06-28 15:07:09,910 - predict_qa_roberta - INFO - 0.028994139283895493
+[2023-06-28 15:07:09,910] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:07:09,910 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:07:09,910] INFO in predict_qa_roberta: 3.9504768210463226e-05
+2023-06-28 15:07:09,910 - predict_qa_roberta - INFO - 3.9504768210463226e-05
+[2023-06-28 15:07:09,910] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:07:09,910 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:07:09,911] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '潮北联宽安全技术有限公司', 'safe_evaluate_4_sq_a1.2': '装银改', 'a_common_social_credit_code': '国家', 'safe_evaluate_4_sq_a1.3': '武汉市江夏区大桥新区金樱街'}
+2023-06-28 15:07:09,911 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '潮北联宽安全技术有限公司', 'safe_evaluate_4_sq_a1.2': '装银改', 'a_common_social_credit_code': '国家', 'safe_evaluate_4_sq_a1.3': '武汉市江夏区大桥新区金樱街'}
+10.0.2.130 - - [28/Jun/2023 15:07:09] "POST /qarob HTTP/1.0" 200 -
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+2023-06-28 15:07:09,958 - predict_qa_roberta - INFO - 0.002302998211234808
+[2023-06-28 15:07:09,958] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:07:09,958 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:07:09,958] INFO in predict_qa_roberta: 0.9937247633934021
+2023-06-28 15:07:09,958 - predict_qa_roberta - INFO - 0.9937247633934021
+[2023-06-28 15:07:09,958] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:07:09,958 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:07:09,958] INFO in predict_qa_roberta: 0.9604684114456177
+2023-06-28 15:07:09,958 - predict_qa_roberta - INFO - 0.9604684114456177
+[2023-06-28 15:07:09,958] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:07:09,958 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:07:09,959] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '康达孵化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '龚银双'}
+2023-06-28 15:07:09,959 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '康达孵化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北联安安全技术有限公司', 'safe_evaluate_4_sq_1.2': '龚银双'}
+10.0.2.130 - - [28/Jun/2023 15:07:09] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:23,465] INFO in predict_qa_roberta: 0.7684823870658875
+2023-06-28 15:07:23,465 - predict_qa_roberta - INFO - 0.7684823870658875
+[2023-06-28 15:07:23,466] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:07:23,466 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:07:23,466] INFO in predict_qa_roberta: 0.8385812044143677
+2023-06-28 15:07:23,466 - predict_qa_roberta - INFO - 0.8385812044143677
+[2023-06-28 15:07:23,466] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:07:23,466 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:07:23,466] INFO in predict_qa_roberta: 0.0108568724244833
+2023-06-28 15:07:23,466 - predict_qa_roberta - INFO - 0.0108568724244833
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+2023-06-28 15:07:23,467 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:07:23,467] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.5': '刘照航', 'safe_evaluate_4_sq_1.6': '武汉市江夏区大桥新区金樱街'}
+2023-06-28 15:07:23,467 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.5': '刘照航', 'safe_evaluate_4_sq_1.6': '武汉市江夏区大桥新区金樱街'}
+10.0.2.130 - - [28/Jun/2023 15:07:23] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:25,374] INFO in predict_qa_roberta: 0.8363699316978455
+2023-06-28 15:07:25,374 - predict_qa_roberta - INFO - 0.8363699316978455
+[2023-06-28 15:07:25,375] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:07:25,375 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:07:25,375] INFO in predict_qa_roberta: 0.000781400129199028
+2023-06-28 15:07:25,375 - predict_qa_roberta - INFO - 0.000781400129199028
+[2023-06-28 15:07:25,375] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:07:25,375 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:07:25,376] INFO in predict_qa_roberta: 5.680791446138755e-07
+2023-06-28 15:07:25,376 - predict_qa_roberta - INFO - 5.680791446138755e-07
+[2023-06-28 15:07:25,376] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:07:25,376 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:07:25,376] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1120m', 'safe_evaluate_4_sq_7.2': '110m', 'safe_evaluate_4_sq_7.3': '40'}
+2023-06-28 15:07:25,376 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1120m', 'safe_evaluate_4_sq_7.2': '110m', 'safe_evaluate_4_sq_7.3': '40'}
+10.0.2.130 - - [28/Jun/2023 15:07:25] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:25,802] INFO in predict_qa_roberta: 0.7684823870658875
+2023-06-28 15:07:25,802 - predict_qa_roberta - INFO - 0.7684823870658875
+[2023-06-28 15:07:25,802] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:07:25,802 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:07:25,802] INFO in predict_qa_roberta: 0.8385812044143677
+2023-06-28 15:07:25,802 - predict_qa_roberta - INFO - 0.8385812044143677
+[2023-06-28 15:07:25,802] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:07:25,802 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:07:25,802] INFO in predict_qa_roberta: 0.0108568724244833
+2023-06-28 15:07:25,802 - predict_qa_roberta - INFO - 0.0108568724244833
+[2023-06-28 15:07:25,803] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:07:25,803 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:07:25,803] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.5': '刘照航', 'safe_evaluate_4_sq_1.6': '武汉市江夏区大桥新区金樱街'}
+2023-06-28 15:07:25,803 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.5': '刘照航', 'safe_evaluate_4_sq_1.6': '武汉市江夏区大桥新区金樱街'}
+10.0.2.130 - - [28/Jun/2023 15:07:25] "POST /qarob HTTP/1.0" 200 -
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+2023-06-28 15:07:25,808 - predict_qa_roberta - INFO - 0.0007057798211462796
+[2023-06-28 15:07:25,808] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:07:25,808 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:07:25,808] INFO in predict_qa_roberta: 0.054885704070329666
+2023-06-28 15:07:25,808 - predict_qa_roberta - INFO - 0.054885704070329666
+[2023-06-28 15:07:25,808] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:07:25,808 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:07:25,808] INFO in predict_qa_roberta: 0.3082113564014435
+2023-06-28 15:07:25,808 - predict_qa_roberta - INFO - 0.3082113564014435
+[2023-06-28 15:07:25,808] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:07:25,808 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:07:25,808] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '集达师化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北四注同方技术股份有限公司', 'safe_evaluate_4_sq_1.2': '刘照航'}
+2023-06-28 15:07:25,808 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '集达师化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北四注同方技术股份有限公司', 'safe_evaluate_4_sq_1.2': '刘照航'}
+10.0.2.130 - - [28/Jun/2023 15:07:25] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:26,573] INFO in predict_qa_roberta: 0.8223370909690857
+2023-06-28 15:07:26,573 - predict_qa_roberta - INFO - 0.8223370909690857
+[2023-06-28 15:07:26,574] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:07:26,574 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:07:26,574] INFO in predict_qa_roberta: 0.8842538595199585
+2023-06-28 15:07:26,574 - predict_qa_roberta - INFO - 0.8842538595199585
+[2023-06-28 15:07:26,574] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:07:26,574 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:07:26,575] INFO in predict_qa_roberta: 0.3468973636627197
+2023-06-28 15:07:26,575 - predict_qa_roberta - INFO - 0.3468973636627197
+[2023-06-28 15:07:26,575] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:07:26,575 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:07:26,575] INFO in predict_qa_roberta: 0.014827663078904152
+2023-06-28 15:07:26,575 - predict_qa_roberta - INFO - 0.014827663078904152
+[2023-06-28 15:07:26,575] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:07:26,575 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:07:26,576] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_a1.2': '刘照航', 'a_common_social_credit_code': '91420106789328299U', 'safe_evaluate_4_sq_a1.3': '武汉市江夏区大桥新区金樱街'}
+2023-06-28 15:07:26,576 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_a1.2': '刘照航', 'a_common_social_credit_code': '91420106789328299U', 'safe_evaluate_4_sq_a1.3': '武汉市江夏区大桥新区金樱街'}
+10.0.2.130 - - [28/Jun/2023 15:07:26] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:07:27,347] INFO in predict_qa_roberta: 0.0007057798211462796
+2023-06-28 15:07:27,347 - predict_qa_roberta - INFO - 0.0007057798211462796
+[2023-06-28 15:07:27,347] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:07:27,347 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:07:27,347] INFO in predict_qa_roberta: 0.054885704070329666
+2023-06-28 15:07:27,347 - predict_qa_roberta - INFO - 0.054885704070329666
+[2023-06-28 15:07:27,347] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:07:27,347 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:07:27,347] INFO in predict_qa_roberta: 0.3082113564014435
+2023-06-28 15:07:27,347 - predict_qa_roberta - INFO - 0.3082113564014435
+[2023-06-28 15:07:27,347] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:07:27,347 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:07:27,348] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '集达师化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北四注同方技术股份有限公司', 'safe_evaluate_4_sq_1.2': '刘照航'}
+2023-06-28 15:07:27,348 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '集达师化器2楼201-A室', 'safe_evaluate_4_sq_1.1': '湖北四注同方技术股份有限公司', 'safe_evaluate_4_sq_1.2': '刘照航'}
+10.0.2.130 - - [28/Jun/2023 15:07:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:39,649] INFO in predict_qa_roberta: 0.10975416749715805
+2023-06-28 15:07:39,649 - predict_qa_roberta - INFO - 0.10975416749715805
+[2023-06-28 15:07:39,650] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:07:39,650 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:07:39,650] INFO in predict_qa_roberta: 1.6183782092227261e-09
+2023-06-28 15:07:39,650 - predict_qa_roberta - INFO - 1.6183782092227261e-09
+[2023-06-28 15:07:39,651] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:07:39,651 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:07:39,651] INFO in predict_qa_roberta: 1.938683089974802e-05
+2023-06-28 15:07:39,651 - predict_qa_roberta - INFO - 1.938683089974802e-05
+[2023-06-28 15:07:39,651] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:07:39,651 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:07:39,651] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '平', 'safe_evaluate_4_sq_1.6': '三、企业营业执照'}
+2023-06-28 15:07:39,651 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '平', 'safe_evaluate_4_sq_1.6': '三、企业营业执照'}
+10.0.2.130 - - [28/Jun/2023 15:07:39] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:40,939] INFO in predict_qa_roberta: 0.9062454104423523
+2023-06-28 15:07:40,939 - predict_qa_roberta - INFO - 0.9062454104423523
+[2023-06-28 15:07:40,939] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:07:40,939 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:07:40,939] INFO in predict_qa_roberta: 0.03208373486995697
+2023-06-28 15:07:40,939 - predict_qa_roberta - INFO - 0.03208373486995697
+[2023-06-28 15:07:40,940] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:07:40,940 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:07:40,940] INFO in predict_qa_roberta: 1.6517537915206049e-07
+2023-06-28 15:07:40,940 - predict_qa_roberta - INFO - 1.6517537915206049e-07
+[2023-06-28 15:07:40,940] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:07:40,940 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:07:40,940] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1018m²', 'safe_evaluate_4_sq_7.2': '1018m²', 'safe_evaluate_4_sq_7.3': '30'}
+2023-06-28 15:07:40,940 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1018m²', 'safe_evaluate_4_sq_7.2': '1018m²', 'safe_evaluate_4_sq_7.3': '30'}
+10.0.2.130 - - [28/Jun/2023 15:07:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:41,347] INFO in predict_qa_roberta: 0.10975416749715805
+2023-06-28 15:07:41,347 - predict_qa_roberta - INFO - 0.10975416749715805
+[2023-06-28 15:07:41,347] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:07:41,347 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:07:41,347] INFO in predict_qa_roberta: 1.6183782092227261e-09
+2023-06-28 15:07:41,347 - predict_qa_roberta - INFO - 1.6183782092227261e-09
+[2023-06-28 15:07:41,347] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:07:41,347 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:07:41,347] INFO in predict_qa_roberta: 1.938683089974802e-05
+2023-06-28 15:07:41,347 - predict_qa_roberta - INFO - 1.938683089974802e-05
+[2023-06-28 15:07:41,347] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:07:41,347 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:07:41,347] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '平', 'safe_evaluate_4_sq_1.6': '三、企业营业执照'}
+2023-06-28 15:07:41,347 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '平', 'safe_evaluate_4_sq_1.6': '三、企业营业执照'}
+10.0.2.130 - - [28/Jun/2023 15:07:41] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:07:41,350] INFO in predict_qa_roberta: 0.005355963949114084
+2023-06-28 15:07:41,350 - predict_qa_roberta - INFO - 0.005355963949114084
+[2023-06-28 15:07:41,350] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:07:41,350 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:07:41,350] INFO in predict_qa_roberta: 0.9923208355903625
+2023-06-28 15:07:41,350 - predict_qa_roberta - INFO - 0.9923208355903625
+[2023-06-28 15:07:41,350] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:07:41,350 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:07:41,350] INFO in predict_qa_roberta: 0.9620325565338135
+2023-06-28 15:07:41,350 - predict_qa_roberta - INFO - 0.9620325565338135
+[2023-06-28 15:07:41,350] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:07:41,350 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:07:41,350] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武昌区洪山路78号', 'safe_evaluate_4_sq_1.1': '武汉恒泰弘安安金科技有限公司', 'safe_evaluate_4_sq_1.2': '马俊兰'}
+2023-06-28 15:07:41,350 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武昌区洪山路78号', 'safe_evaluate_4_sq_1.1': '武汉恒泰弘安安金科技有限公司', 'safe_evaluate_4_sq_1.2': '马俊兰'}
+10.0.2.130 - - [28/Jun/2023 15:07:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:07:41,967] INFO in predict_qa_roberta: 0.38900890946388245
+2023-06-28 15:07:41,967 - predict_qa_roberta - INFO - 0.38900890946388245
+[2023-06-28 15:07:41,967] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:07:41,967 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:07:41,967] INFO in predict_qa_roberta: 0.03983038291335106
+2023-06-28 15:07:41,967 - predict_qa_roberta - INFO - 0.03983038291335106
+[2023-06-28 15:07:41,968] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:07:41,968 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:07:41,968] INFO in predict_qa_roberta: 0.03941330686211586
+2023-06-28 15:07:41,968 - predict_qa_roberta - INFO - 0.03941330686211586
+[2023-06-28 15:07:41,968] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:07:41,968 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:07:41,968] INFO in predict_qa_roberta: 0.023917952552437782
+2023-06-28 15:07:41,968 - predict_qa_roberta - INFO - 0.023917952552437782
+[2023-06-28 15:07:41,968] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:07:41,968 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:07:41,968] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '企业', 'safe_evaluate_4_sq_a1.2': '平', 'a_common_social_credit_code': 'TNO01', 'safe_evaluate_4_sq_a1.3': '三、企业'}
+2023-06-28 15:07:41,968 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '企业', 'safe_evaluate_4_sq_a1.2': '平', 'a_common_social_credit_code': 'TNO01', 'safe_evaluate_4_sq_a1.3': '三、企业'}
+10.0.2.130 - - [28/Jun/2023 15:07:41] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:07:42,449] INFO in predict_qa_roberta: 0.005355963949114084
+2023-06-28 15:07:42,449 - predict_qa_roberta - INFO - 0.005355963949114084
+[2023-06-28 15:07:42,450] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:07:42,450 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:07:42,450] INFO in predict_qa_roberta: 0.9923208355903625
+2023-06-28 15:07:42,450 - predict_qa_roberta - INFO - 0.9923208355903625
+[2023-06-28 15:07:42,450] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:07:42,450 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:07:42,450] INFO in predict_qa_roberta: 0.9620325565338135
+2023-06-28 15:07:42,450 - predict_qa_roberta - INFO - 0.9620325565338135
+[2023-06-28 15:07:42,450] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:07:42,450 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:07:42,450] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武昌区洪山路78号', 'safe_evaluate_4_sq_1.1': '武汉恒泰弘安安金科技有限公司', 'safe_evaluate_4_sq_1.2': '马俊兰'}
+2023-06-28 15:07:42,450 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武昌区洪山路78号', 'safe_evaluate_4_sq_1.1': '武汉恒泰弘安安金科技有限公司', 'safe_evaluate_4_sq_1.2': '马俊兰'}
+10.0.2.130 - - [28/Jun/2023 15:07:42] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:08:38,949] INFO in predict_qa_roberta: 7.1486670749632e-12
+2023-06-28 15:08:38,949 - predict_qa_roberta - INFO - 7.1486670749632e-12
+[2023-06-28 15:08:38,949] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:08:38,949 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:08:38,949] INFO in predict_qa_roberta: 5.733494191570432e-14
+2023-06-28 15:08:38,949 - predict_qa_roberta - INFO - 5.733494191570432e-14
+[2023-06-28 15:08:38,950] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:08:38,950 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:08:38,950] INFO in predict_qa_roberta: 2.0685866214398274e-11
+2023-06-28 15:08:38,950 - predict_qa_roberta - INFO - 2.0685866214398274e-11
+[2023-06-28 15:08:38,950] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:08:38,950 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:08:38,950] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '副本牌', 'safe_evaluate_4_sq_1.5': '副本牌', 'safe_evaluate_4_sq_1.6': '副本牌'}
+2023-06-28 15:08:38,950 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '副本牌', 'safe_evaluate_4_sq_1.5': '副本牌', 'safe_evaluate_4_sq_1.6': '副本牌'}
+10.0.2.130 - - [28/Jun/2023 15:08:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:08:42,956] INFO in predict_qa_roberta: 0.3098277747631073
+2023-06-28 15:08:42,956 - predict_qa_roberta - INFO - 0.3098277747631073
+[2023-06-28 15:08:42,956] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:08:42,956 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:08:42,956] INFO in predict_qa_roberta: 0.5746094584465027
+2023-06-28 15:08:42,956 - predict_qa_roberta - INFO - 0.5746094584465027
+[2023-06-28 15:08:42,956] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:08:42,956 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:08:42,957] INFO in predict_qa_roberta: 9.959120461644488e-07
+2023-06-28 15:08:42,957 - predict_qa_roberta - INFO - 9.959120461644488e-07
+[2023-06-28 15:08:42,957] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:08:42,957 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:08:42,957] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '建筑通积1830m', 'safe_evaluate_4_sq_7.2': '30', 'safe_evaluate_4_sq_7.3': '武汉市武卢区中南路8号'}
+2023-06-28 15:08:42,957 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '建筑通积1830m', 'safe_evaluate_4_sq_7.2': '30', 'safe_evaluate_4_sq_7.3': '武汉市武卢区中南路8号'}
+10.0.2.130 - - [28/Jun/2023 15:08:42] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:08:43,221] INFO in predict_qa_roberta: 0.4376699924468994
+2023-06-28 15:08:43,221 - predict_qa_roberta - INFO - 0.4376699924468994
+[2023-06-28 15:08:43,221] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:08:43,221 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:08:43,221] INFO in predict_qa_roberta: 0.052028946578502655
+2023-06-28 15:08:43,221 - predict_qa_roberta - INFO - 0.052028946578502655
+[2023-06-28 15:08:43,221] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:08:43,221 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:08:43,221] INFO in predict_qa_roberta: 0.029722366482019424
+2023-06-28 15:08:43,221 - predict_qa_roberta - INFO - 0.029722366482019424
+[2023-06-28 15:08:43,221] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:08:43,221 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:08:43,221] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市武吕区中南路8号', 'safe_evaluate_4_sq_1.1': '安康华安企科技发展有限责红公司', 'safe_evaluate_4_sq_1.2': '费红'}
+2023-06-28 15:08:43,221 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市武吕区中南路8号', 'safe_evaluate_4_sq_1.1': '安康华安企科技发展有限责红公司', 'safe_evaluate_4_sq_1.2': '费红'}
+10.0.2.130 - - [28/Jun/2023 15:08:43] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:08:43,224] INFO in predict_qa_roberta: 7.1486670749632e-12
+2023-06-28 15:08:43,224 - predict_qa_roberta - INFO - 7.1486670749632e-12
+[2023-06-28 15:08:43,224] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:08:43,224 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:08:43,224] INFO in predict_qa_roberta: 5.733494191570432e-14
+2023-06-28 15:08:43,224 - predict_qa_roberta - INFO - 5.733494191570432e-14
+[2023-06-28 15:08:43,225] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:08:43,225 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:08:43,225] INFO in predict_qa_roberta: 2.0685866214398274e-11
+2023-06-28 15:08:43,225 - predict_qa_roberta - INFO - 2.0685866214398274e-11
+[2023-06-28 15:08:43,225] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:08:43,225 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:08:43,225] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '副本牌', 'safe_evaluate_4_sq_1.5': '副本牌', 'safe_evaluate_4_sq_1.6': '副本牌'}
+2023-06-28 15:08:43,225 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '副本牌', 'safe_evaluate_4_sq_1.5': '副本牌', 'safe_evaluate_4_sq_1.6': '副本牌'}
+10.0.2.130 - - [28/Jun/2023 15:08:43] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:08:43,687] INFO in predict_qa_roberta: 1.1870446777763853e-15
+2023-06-28 15:08:43,687 - predict_qa_roberta - INFO - 1.1870446777763853e-15
+[2023-06-28 15:08:43,688] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:08:43,688 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:08:43,688] INFO in predict_qa_roberta: 1.6186432221488808e-15
+2023-06-28 15:08:43,688 - predict_qa_roberta - INFO - 1.6186432221488808e-15
+[2023-06-28 15:08:43,688] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:08:43,688 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:08:43,688] INFO in predict_qa_roberta: 7.779299665382211e-13
+2023-06-28 15:08:43,688 - predict_qa_roberta - INFO - 7.779299665382211e-13
+[2023-06-28 15:08:43,688] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:08:43,688 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:08:43,688] INFO in predict_qa_roberta: 2.7346939393302653e-15
+2023-06-28 15:08:43,688 - predict_qa_roberta - INFO - 2.7346939393302653e-15
+[2023-06-28 15:08:43,688] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:08:43,688 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:08:43,689] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '副本牌', 'safe_evaluate_4_sq_a1.2': '副本牌', 'a_common_social_credit_code': '副本牌', 'safe_evaluate_4_sq_a1.3': '副本牌'}
+2023-06-28 15:08:43,689 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '副本牌', 'safe_evaluate_4_sq_a1.2': '副本牌', 'a_common_social_credit_code': '副本牌', 'safe_evaluate_4_sq_a1.3': '副本牌'}
+10.0.2.130 - - [28/Jun/2023 15:08:43] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:08:45,610] INFO in predict_qa_roberta: 0.4376699924468994
+2023-06-28 15:08:45,610 - predict_qa_roberta - INFO - 0.4376699924468994
+[2023-06-28 15:08:45,611] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:08:45,611 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:08:45,611] INFO in predict_qa_roberta: 0.052028946578502655
+2023-06-28 15:08:45,611 - predict_qa_roberta - INFO - 0.052028946578502655
+[2023-06-28 15:08:45,611] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:08:45,611 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:08:45,611] INFO in predict_qa_roberta: 0.029722366482019424
+2023-06-28 15:08:45,611 - predict_qa_roberta - INFO - 0.029722366482019424
+[2023-06-28 15:08:45,611] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:08:45,611 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:08:45,612] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市武吕区中南路8号', 'safe_evaluate_4_sq_1.1': '安康华安企科技发展有限责红公司', 'safe_evaluate_4_sq_1.2': '费红'}
+2023-06-28 15:08:45,612 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市武吕区中南路8号', 'safe_evaluate_4_sq_1.1': '安康华安企科技发展有限责红公司', 'safe_evaluate_4_sq_1.2': '费红'}
+10.0.2.130 - - [28/Jun/2023 15:08:45] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:09:51,849] INFO in predict_qa_roberta: 0.016990922391414642
+2023-06-28 15:09:51,849 - predict_qa_roberta - INFO - 0.016990922391414642
+[2023-06-28 15:09:51,850] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:09:51,850 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:09:51,850] INFO in predict_qa_roberta: 0.5450385808944702
+2023-06-28 15:09:51,850 - predict_qa_roberta - INFO - 0.5450385808944702
+[2023-06-28 15:09:51,850] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:09:51,850 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:09:51,850] INFO in predict_qa_roberta: 5.5680750676856405e-08
+2023-06-28 15:09:51,850 - predict_qa_roberta - INFO - 5.5680750676856405e-08
+[2023-06-28 15:09:51,851] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:09:51,851 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:09:51,851] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1m100.34m', 'safe_evaluate_4_sq_7.2': '1m100.34m', 'safe_evaluate_4_sq_7.3': '1m100.34m'}
+2023-06-28 15:09:51,851 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1m100.34m', 'safe_evaluate_4_sq_7.2': '1m100.34m', 'safe_evaluate_4_sq_7.3': '1m100.34m'}
+10.0.2.130 - - [28/Jun/2023 15:09:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:12:19,734] INFO in predict_qa_roberta: 1.1535615344893113e-11
+2023-06-28 15:12:19,734 - predict_qa_roberta - INFO - 1.1535615344893113e-11
+[2023-06-28 15:12:19,735] INFO in predict_qa_roberta: mining_administration_10_yq_5.6
+2023-06-28 15:12:19,735 - predict_qa_roberta - INFO - mining_administration_10_yq_5.6
+[2023-06-28 15:12:19,735] INFO in predict_qa_roberta: 1.2225347123528962e-10
+2023-06-28 15:12:19,735 - predict_qa_roberta - INFO - 1.2225347123528962e-10
+[2023-06-28 15:12:19,735] INFO in predict_qa_roberta: mining_administration_10_yq_5.3
+2023-06-28 15:12:19,735 - predict_qa_roberta - INFO - mining_administration_10_yq_5.3
+[2023-06-28 15:12:19,736] INFO in predict_qa_roberta: 0.0005080082919448614
+2023-06-28 15:12:19,736 - predict_qa_roberta - INFO - 0.0005080082919448614
+[2023-06-28 15:12:19,736] INFO in predict_qa_roberta: mining_administration_10_yq_5.2
+2023-06-28 15:12:19,736 - predict_qa_roberta - INFO - mining_administration_10_yq_5.2
+[2023-06-28 15:12:19,736] INFO in predict_qa_roberta: 2.8609981137656115e-12
+2023-06-28 15:12:19,736 - predict_qa_roberta - INFO - 2.8609981137656115e-12
+[2023-06-28 15:12:19,736] INFO in predict_qa_roberta: mining_administration_10_yq_5.5
+2023-06-28 15:12:19,736 - predict_qa_roberta - INFO - mining_administration_10_yq_5.5
+[2023-06-28 15:12:19,736] INFO in predict_qa_roberta: 1.6473699140928666e-11
+2023-06-28 15:12:19,736 - predict_qa_roberta - INFO - 1.6473699140928666e-11
+[2023-06-28 15:12:19,736] INFO in predict_qa_roberta: mining_administration_10_yq_5.4
+2023-06-28 15:12:19,736 - predict_qa_roberta - INFO - mining_administration_10_yq_5.4
+[2023-06-28 15:12:19,737] INFO in predict_qa_roberta: 1.3105373730670777e-10
+2023-06-28 15:12:19,737 - predict_qa_roberta - INFO - 1.3105373730670777e-10
+[2023-06-28 15:12:19,737] INFO in predict_qa_roberta: mining_administration_10_yq_5.1
+2023-06-28 15:12:19,737 - predict_qa_roberta - INFO - mining_administration_10_yq_5.1
+[2023-06-28 15:12:19,737] INFO in predict_qa_roberta: {'mining_administration_10_yq_5.6': '15', 'mining_administration_10_yq_5.3': '15', 'mining_administration_10_yq_5.2': '段新华、石忠辉、马杰、喻彬彬', 'mining_administration_10_yq_5.5': '15', 'mining_administration_10_yq_5.4': '15', 'mining_administration_10_yq_5.1': '15'}
+2023-06-28 15:12:19,737 - predict_qa_roberta - INFO - {'mining_administration_10_yq_5.6': '15', 'mining_administration_10_yq_5.3': '15', 'mining_administration_10_yq_5.2': '段新华、石忠辉、马杰、喻彬彬', 'mining_administration_10_yq_5.5': '15', 'mining_administration_10_yq_5.4': '15', 'mining_administration_10_yq_5.1': '15'}
+10.0.2.130 - - [28/Jun/2023 15:12:19] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:13:16,478] INFO in predict_qa_roberta: 0.049757085740566254
+2023-06-28 15:13:16,478 - predict_qa_roberta - INFO - 0.049757085740566254
+[2023-06-28 15:13:16,479] INFO in predict_qa_roberta: mining_administration_10_yq_6.5
+2023-06-28 15:13:16,479 - predict_qa_roberta - INFO - mining_administration_10_yq_6.5
+[2023-06-28 15:13:16,479] INFO in predict_qa_roberta: 2.6488598450669087e-05
+2023-06-28 15:13:16,479 - predict_qa_roberta - INFO - 2.6488598450669087e-05
+[2023-06-28 15:13:16,480] INFO in predict_qa_roberta: mining_administration_10_yq_6.2
+2023-06-28 15:13:16,480 - predict_qa_roberta - INFO - mining_administration_10_yq_6.2
+[2023-06-28 15:13:16,480] INFO in predict_qa_roberta: 3.89189699490089e-05
+2023-06-28 15:13:16,480 - predict_qa_roberta - INFO - 3.89189699490089e-05
+[2023-06-28 15:13:16,481] INFO in predict_qa_roberta: mining_administration_10_yq_6.1
+2023-06-28 15:13:16,481 - predict_qa_roberta - INFO - mining_administration_10_yq_6.1
+[2023-06-28 15:13:16,481] INFO in predict_qa_roberta: 0.006695231422781944
+2023-06-28 15:13:16,481 - predict_qa_roberta - INFO - 0.006695231422781944
+[2023-06-28 15:13:16,481] INFO in predict_qa_roberta: mining_administration_10_yq_6.3
+2023-06-28 15:13:16,481 - predict_qa_roberta - INFO - mining_administration_10_yq_6.3
+[2023-06-28 15:13:16,482] INFO in predict_qa_roberta: {'mining_administration_10_yq_6.5': '2024-06-10', 'mining_administration_10_yq_6.2': '金周', 'mining_administration_10_yq_6.1': '具有同等法律效力', 'mining_administration_10_yq_6.3': '+* . 214ne4'}
+2023-06-28 15:13:16,482 - predict_qa_roberta - INFO - {'mining_administration_10_yq_6.5': '2024-06-10', 'mining_administration_10_yq_6.2': '金周', 'mining_administration_10_yq_6.1': '具有同等法律效力', 'mining_administration_10_yq_6.3': '+* . 214ne4'}
+10.0.2.130 - - [28/Jun/2023 15:13:16] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:13:20,720] INFO in predict_qa_roberta: 2.996442560743162e-07
+2023-06-28 15:13:20,720 - predict_qa_roberta - INFO - 2.996442560743162e-07
+[2023-06-28 15:13:20,720] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:13:20,720 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:13:20,721] INFO in predict_qa_roberta: 2.7551689640858967e-07
+2023-06-28 15:13:20,721 - predict_qa_roberta - INFO - 2.7551689640858967e-07
+[2023-06-28 15:13:20,721] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:13:20,721 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:13:20,721] INFO in predict_qa_roberta: 4.019157131551765e-07
+2023-06-28 15:13:20,721 - predict_qa_roberta - INFO - 4.019157131551765e-07
+[2023-06-28 15:13:20,721] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:13:20,721 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:13:20,721] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '220.9平米', 'safe_evaluate_4_sq_7.2': '220.9平米', 'safe_evaluate_4_sq_7.3': '相关的规范要求'}
+2023-06-28 15:13:20,721 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '220.9平米', 'safe_evaluate_4_sq_7.2': '220.9平米', 'safe_evaluate_4_sq_7.3': '相关的规范要求'}
+10.0.2.130 - - [28/Jun/2023 15:13:20] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:14:03,779] INFO in predict_qa_roberta: 7.146430561988382e-06
+2023-06-28 15:14:03,779 - predict_qa_roberta - INFO - 7.146430561988382e-06
+[2023-06-28 15:14:03,780] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:14:03,780 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:14:03,780] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '原值'}
+2023-06-28 15:14:03,780 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '原值'}
+10.0.2.130 - - [28/Jun/2023 15:14:03] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:14:36,419] INFO in predict_qa_roberta: 3.965024370700121e-05
+2023-06-28 15:14:36,419 - predict_qa_roberta - INFO - 3.965024370700121e-05
+[2023-06-28 15:14:36,420] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:14:36,420 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:14:36,420] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '15'}
+2023-06-28 15:14:36,420 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '15'}
+10.0.2.130 - - [28/Jun/2023 15:14:36] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:14:40,849] INFO in predict_qa_roberta: 0.012360980734229088
+2023-06-28 15:14:40,849 - predict_qa_roberta - INFO - 0.012360980734229088
+[2023-06-28 15:14:40,850] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:14:40,850 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:14:40,850] INFO in predict_qa_roberta: 1.4416186786547769e-05
+2023-06-28 15:14:40,850 - predict_qa_roberta - INFO - 1.4416186786547769e-05
+[2023-06-28 15:14:40,850] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:14:40,850 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:14:40,850] INFO in predict_qa_roberta: 1.0887125512226703e-07
+2023-06-28 15:14:40,850 - predict_qa_roberta - INFO - 1.0887125512226703e-07
+[2023-06-28 15:14:40,850] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:14:40,850 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:14:40,851] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '法人', 'safe_evaluate_4_sq_1.5': '立业', 'safe_evaluate_4_sq_1.6': 'tto.Er90号'}
+2023-06-28 15:14:40,851 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '法人', 'safe_evaluate_4_sq_1.5': '立业', 'safe_evaluate_4_sq_1.6': 'tto.Er90号'}
+10.0.2.130 - - [28/Jun/2023 15:14:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:15:25,730] INFO in predict_qa_roberta: 0.9121343493461609
+2023-06-28 15:15:25,730 - predict_qa_roberta - INFO - 0.9121343493461609
+[2023-06-28 15:15:25,732] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:15:25,732 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:15:25,734] INFO in predict_qa_roberta: 0.9901111125946045
+2023-06-28 15:15:25,734 - predict_qa_roberta - INFO - 0.9901111125946045
+[2023-06-28 15:15:25,734] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:15:25,734 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:15:25,734] INFO in predict_qa_roberta: 0.0013797883875668049
+2023-06-28 15:15:25,734 - predict_qa_roberta - INFO - 0.0013797883875668049
+[2023-06-28 15:15:25,734] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:15:25,734 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:15:25,734] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_1.5': '关镁钰', 'safe_evaluate_4_sq_1.6': '澳新学院C区办公楼4楼401B'}
+2023-06-28 15:15:25,734 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_1.5': '关镁钰', 'safe_evaluate_4_sq_1.6': '澳新学院C区办公楼4楼401B'}
+10.0.2.130 - - [28/Jun/2023 15:15:25] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:15:29,434] INFO in predict_qa_roberta: 0.9831930994987488
+2023-06-28 15:15:29,434 - predict_qa_roberta - INFO - 0.9831930994987488
+[2023-06-28 15:15:29,435] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:15:29,435 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:15:29,435] INFO in predict_qa_roberta: 0.9504554271697998
+2023-06-28 15:15:29,435 - predict_qa_roberta - INFO - 0.9504554271697998
+[2023-06-28 15:15:29,435] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:15:29,435 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:15:29,435] INFO in predict_qa_roberta: 7.246161999319156e-07
+2023-06-28 15:15:29,435 - predict_qa_roberta - INFO - 7.246161999319156e-07
+[2023-06-28 15:15:29,435] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:15:29,435 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:15:29,436] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1500平方米', 'safe_evaluate_4_sq_7.2': '100平方米', 'safe_evaluate_4_sq_7.3': '2018年12 月'}
+2023-06-28 15:15:29,436 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1500平方米', 'safe_evaluate_4_sq_7.2': '100平方米', 'safe_evaluate_4_sq_7.3': '2018年12 月'}
+10.0.2.130 - - [28/Jun/2023 15:15:29] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:15:30,038] INFO in predict_qa_roberta: 0.0041958061046898365
+2023-06-28 15:15:30,038 - predict_qa_roberta - INFO - 0.0041958061046898365
+[2023-06-28 15:15:30,039] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:15:30,039 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:15:30,039] INFO in predict_qa_roberta: 0.9812073111534119
+2023-06-28 15:15:30,039 - predict_qa_roberta - INFO - 0.9812073111534119
+[2023-06-28 15:15:30,039] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:15:30,039 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:15:30,039] INFO in predict_qa_roberta: 0.9948952198028564
+2023-06-28 15:15:30,039 - predict_qa_roberta - INFO - 0.9948952198028564
+[2023-06-28 15:15:30,039] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:15:30,039 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:15:30,040] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市洪山区珞狮路322号', 'safe_evaluate_4_sq_1.1': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_1.2': '关镁钰'}
+2023-06-28 15:15:30,040 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市洪山区珞狮路322号', 'safe_evaluate_4_sq_1.1': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_1.2': '关镁钰'}
+10.0.2.130 - - [28/Jun/2023 15:15:30] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:15:30,508] INFO in predict_qa_roberta: 0.9121343493461609
+2023-06-28 15:15:30,508 - predict_qa_roberta - INFO - 0.9121343493461609
+[2023-06-28 15:15:30,509] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:15:30,509 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:15:30,511] INFO in predict_qa_roberta: 0.9901111125946045
+2023-06-28 15:15:30,511 - predict_qa_roberta - INFO - 0.9901111125946045
+[2023-06-28 15:15:30,511] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:15:30,511 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:15:30,511] INFO in predict_qa_roberta: 0.0013797883875668049
+2023-06-28 15:15:30,511 - predict_qa_roberta - INFO - 0.0013797883875668049
+[2023-06-28 15:15:30,511] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:15:30,511 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:15:30,512] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_1.5': '关镁钰', 'safe_evaluate_4_sq_1.6': '澳新学院C区办公楼4楼401B'}
+2023-06-28 15:15:30,512 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_1.5': '关镁钰', 'safe_evaluate_4_sq_1.6': '澳新学院C区办公楼4楼401B'}
+10.0.2.130 - - [28/Jun/2023 15:15:30] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:15:31,208] INFO in predict_qa_roberta: 0.60052090883255
+2023-06-28 15:15:31,208 - predict_qa_roberta - INFO - 0.60052090883255
+[2023-06-28 15:15:31,209] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:15:31,209 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:15:31,209] INFO in predict_qa_roberta: 0.9707574844360352
+2023-06-28 15:15:31,209 - predict_qa_roberta - INFO - 0.9707574844360352
+[2023-06-28 15:15:31,209] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:15:31,209 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:15:31,209] INFO in predict_qa_roberta: 0.011893768794834614
+2023-06-28 15:15:31,209 - predict_qa_roberta - INFO - 0.011893768794834614
+[2023-06-28 15:15:31,209] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:15:31,209 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:15:31,209] INFO in predict_qa_roberta: 0.0012045938055962324
+2023-06-28 15:15:31,209 - predict_qa_roberta - INFO - 0.0012045938055962324
+[2023-06-28 15:15:31,210] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:15:31,210 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:15:31,210] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_a1.2': '关镁钰', 'a_common_social_credit_code': '111', 'safe_evaluate_4_sq_a1.3': '澳新学院C区办公楼4楼401B'}
+2023-06-28 15:15:31,210 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_a1.2': '关镁钰', 'a_common_social_credit_code': '111', 'safe_evaluate_4_sq_a1.3': '澳新学院C区办公楼4楼401B'}
+10.0.2.130 - - [28/Jun/2023 15:15:31] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:15:33,689] INFO in predict_qa_roberta: 0.0041958061046898365
+2023-06-28 15:15:33,689 - predict_qa_roberta - INFO - 0.0041958061046898365
+[2023-06-28 15:15:33,690] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:15:33,690 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:15:33,690] INFO in predict_qa_roberta: 0.9812073111534119
+2023-06-28 15:15:33,690 - predict_qa_roberta - INFO - 0.9812073111534119
+[2023-06-28 15:15:33,690] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:15:33,690 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:15:33,690] INFO in predict_qa_roberta: 0.9948952198028564
+2023-06-28 15:15:33,690 - predict_qa_roberta - INFO - 0.9948952198028564
+[2023-06-28 15:15:33,690] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:15:33,690 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:15:33,691] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市洪山区珞狮路322号', 'safe_evaluate_4_sq_1.1': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_1.2': '关镁钰'}
+2023-06-28 15:15:33,691 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市洪山区珞狮路322号', 'safe_evaluate_4_sq_1.1': '湖北德势弘馨安技术咨询有限公司', 'safe_evaluate_4_sq_1.2': '关镁钰'}
+10.0.2.130 - - [28/Jun/2023 15:15:33] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:15:34,829] INFO in predict_qa_roberta: 0.7421770691871643
+2023-06-28 15:15:34,829 - predict_qa_roberta - INFO - 0.7421770691871643
+[2023-06-28 15:15:34,830] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:15:34,830 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:15:34,830] INFO in predict_qa_roberta: 0.982081949710846
+2023-06-28 15:15:34,830 - predict_qa_roberta - INFO - 0.982081949710846
+[2023-06-28 15:15:34,830] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:15:34,830 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:15:34,830] INFO in predict_qa_roberta: 0.9589250087738037
+2023-06-28 15:15:34,830 - predict_qa_roberta - INFO - 0.9589250087738037
+[2023-06-28 15:15:34,830] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:15:34,830 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:15:34,831] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '刀区白石坡大道2号', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+2023-06-28 15:15:34,831 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '刀区白石坡大道2号', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+10.0.2.130 - - [28/Jun/2023 15:15:34] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:15:35,250] INFO in predict_qa_roberta: 0.0022724191658198833
+2023-06-28 15:15:35,250 - predict_qa_roberta - INFO - 0.0022724191658198833
+[2023-06-28 15:15:35,250] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:15:35,250 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:15:35,251] INFO in predict_qa_roberta: 4.9551668780623004e-05
+2023-06-28 15:15:35,251 - predict_qa_roberta - INFO - 4.9551668780623004e-05
+[2023-06-28 15:15:35,251] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:15:35,251 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:15:35,251] INFO in predict_qa_roberta: 1.230743873747997e-05
+2023-06-28 15:15:35,251 - predict_qa_roberta - INFO - 1.230743873747997e-05
+[2023-06-28 15:15:35,251] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:15:35,251 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:15:35,251] INFO in predict_qa_roberta: 1.0675605608412297e-06
+2023-06-28 15:15:35,251 - predict_qa_roberta - INFO - 1.0675605608412297e-06
+[2023-06-28 15:15:35,252] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:15:35,252 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:15:35,252] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '法人', 'safe_evaluate_4_sq_a1.2': '2、法人', 'a_common_social_credit_code': 'H4', 'safe_evaluate_4_sq_a1.3': 'X53e3号'}
+2023-06-28 15:15:35,252 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '法人', 'safe_evaluate_4_sq_a1.2': '2、法人', 'a_common_social_credit_code': 'H4', 'safe_evaluate_4_sq_a1.3': 'X53e3号'}
+10.0.2.130 - - [28/Jun/2023 15:15:35] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:15:35,666] INFO in predict_qa_roberta: 0.9636653661727905
+2023-06-28 15:15:35,666 - predict_qa_roberta - INFO - 0.9636653661727905
+[2023-06-28 15:15:35,666] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:15:35,666 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:15:35,666] INFO in predict_qa_roberta: 0.5081161260604858
+2023-06-28 15:15:35,666 - predict_qa_roberta - INFO - 0.5081161260604858
+[2023-06-28 15:15:35,666] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:15:35,666 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:15:35,667] INFO in predict_qa_roberta: 3.0025026717339642e-05
+2023-06-28 15:15:35,667 - predict_qa_roberta - INFO - 3.0025026717339642e-05
+[2023-06-28 15:15:35,667] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:15:35,667 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:15:35,667] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1340 m²', 'safe_evaluate_4_sq_7.2': '100.34 m²', 'safe_evaluate_4_sq_7.3': '2019年12月20'}
+2023-06-28 15:15:35,667 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1340 m²', 'safe_evaluate_4_sq_7.2': '100.34 m²', 'safe_evaluate_4_sq_7.3': '2019年12月20'}
+10.0.2.130 - - [28/Jun/2023 15:15:35] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:15:35,911] INFO in predict_qa_roberta: 0.012360980734229088
+2023-06-28 15:15:35,911 - predict_qa_roberta - INFO - 0.012360980734229088
+[2023-06-28 15:15:35,912] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:15:35,912 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:15:35,912] INFO in predict_qa_roberta: 1.4416186786547769e-05
+2023-06-28 15:15:35,912 - predict_qa_roberta - INFO - 1.4416186786547769e-05
+[2023-06-28 15:15:35,912] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:15:35,912 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:15:35,912] INFO in predict_qa_roberta: 1.0887125512226703e-07
+2023-06-28 15:15:35,912 - predict_qa_roberta - INFO - 1.0887125512226703e-07
+[2023-06-28 15:15:35,912] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:15:35,912 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:15:35,912] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '法人', 'safe_evaluate_4_sq_1.5': '立业', 'safe_evaluate_4_sq_1.6': 'tto.Er90号'}
+2023-06-28 15:15:35,912 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '法人', 'safe_evaluate_4_sq_1.5': '立业', 'safe_evaluate_4_sq_1.6': 'tto.Er90号'}
+10.0.2.130 - - [28/Jun/2023 15:15:35] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:16:03,345] INFO in predict_qa_roberta: 0.1751207411289215
+2023-06-28 15:16:03,345 - predict_qa_roberta - INFO - 0.1751207411289215
+[2023-06-28 15:16:03,345] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:16:03,345 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:16:03,345] INFO in predict_qa_roberta: 0.6886870861053467
+2023-06-28 15:16:03,345 - predict_qa_roberta - INFO - 0.6886870861053467
+[2023-06-28 15:16:03,345] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:16:03,345 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:16:03,345] INFO in predict_qa_roberta: 2.099146172440669e-07
+2023-06-28 15:16:03,345 - predict_qa_roberta - INFO - 2.099146172440669e-07
+[2023-06-28 15:16:03,345] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:16:03,345 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:16:03,345] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1500平方米', 'safe_evaluate_4_sq_7.2': '100㎡m2', 'safe_evaluate_4_sq_7.3': '未经甲方书面同意'}
+2023-06-28 15:16:03,345 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1500平方米', 'safe_evaluate_4_sq_7.2': '100㎡m2', 'safe_evaluate_4_sq_7.3': '未经甲方书面同意'}
+10.0.2.130 - - [28/Jun/2023 15:16:03] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:16:04,424] INFO in predict_qa_roberta: 0.7421770691871643
+2023-06-28 15:16:04,424 - predict_qa_roberta - INFO - 0.7421770691871643
+[2023-06-28 15:16:04,424] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:16:04,424 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:16:04,424] INFO in predict_qa_roberta: 0.982081949710846
+2023-06-28 15:16:04,424 - predict_qa_roberta - INFO - 0.982081949710846
+[2023-06-28 15:16:04,424] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:16:04,424 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:16:04,425] INFO in predict_qa_roberta: 0.9589250087738037
+2023-06-28 15:16:04,425 - predict_qa_roberta - INFO - 0.9589250087738037
+[2023-06-28 15:16:04,425] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:16:04,425 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:16:04,425] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '刀区白石坡大道2号', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+2023-06-28 15:16:04,425 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '刀区白石坡大道2号', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+10.0.2.130 - - [28/Jun/2023 15:16:04] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:16:28,759] INFO in predict_qa_roberta: 0.088279590010643
+2023-06-28 15:16:28,759 - predict_qa_roberta - INFO - 0.088279590010643
+[2023-06-28 15:16:28,759] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:16:28,759 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:16:28,759] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '860.6万元'}
+2023-06-28 15:16:28,759 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '860.6万元'}
+10.0.2.130 - - [28/Jun/2023 15:16:28] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:21:05,426] INFO in predict_qa_roberta: 0.0013793985126540065
+2023-06-28 15:21:05,426 - predict_qa_roberta - INFO - 0.0013793985126540065
+[2023-06-28 15:21:05,427] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:21:05,427 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:21:05,427] INFO in predict_qa_roberta: 0.9933685064315796
+2023-06-28 15:21:05,427 - predict_qa_roberta - INFO - 0.9933685064315796
+[2023-06-28 15:21:05,427] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:21:05,427 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:21:05,427] INFO in predict_qa_roberta: 0.4285779297351837
+2023-06-28 15:21:05,427 - predict_qa_roberta - INFO - 0.4285779297351837
+[2023-06-28 15:21:05,427] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:21:05,427 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:21:05,427] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+2023-06-28 15:21:05,427 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+10.0.2.130 - - [28/Jun/2023 15:21:05] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:21:56,644] INFO in predict_qa_roberta: 0.7592952251434326
+2023-06-28 15:21:56,644 - predict_qa_roberta - INFO - 0.7592952251434326
+[2023-06-28 15:21:56,644] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:21:56,644 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:21:56,645] INFO in predict_qa_roberta: 0.0033818085212260485
+2023-06-28 15:21:56,645 - predict_qa_roberta - INFO - 0.0033818085212260485
+[2023-06-28 15:21:56,645] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:21:56,645 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:21:56,645] INFO in predict_qa_roberta: 0.8681850433349609
+2023-06-28 15:21:56,645 - predict_qa_roberta - INFO - 0.8681850433349609
+[2023-06-28 15:21:56,645] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:21:56,645 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:21:56,645] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+2023-06-28 15:21:56,645 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+10.0.2.130 - - [28/Jun/2023 15:21:56] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:21:57,313] INFO in predict_qa_roberta: 0.5754446387290955
+2023-06-28 15:21:57,313 - predict_qa_roberta - INFO - 0.5754446387290955
+[2023-06-28 15:21:57,313] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:21:57,313 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:21:57,313] INFO in predict_qa_roberta: 0.7953965067863464
+2023-06-28 15:21:57,313 - predict_qa_roberta - INFO - 0.7953965067863464
+[2023-06-28 15:21:57,314] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:21:57,314 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:21:57,314] INFO in predict_qa_roberta: 1.1341820936650038e-05
+2023-06-28 15:21:57,314 - predict_qa_roberta - INFO - 1.1341820936650038e-05
+[2023-06-28 15:21:57,314] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:21:57,314 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:21:57,314] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1683.78m²', 'safe_evaluate_4_sq_7.2': '100m²', 'safe_evaluate_4_sq_7.3': '董小明'}
+2023-06-28 15:21:57,314 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1683.78m²', 'safe_evaluate_4_sq_7.2': '100m²', 'safe_evaluate_4_sq_7.3': '董小明'}
+10.0.2.130 - - [28/Jun/2023 15:21:57] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:21:57,389] INFO in predict_qa_roberta: 0.00018901220755651593
+2023-06-28 15:21:57,389 - predict_qa_roberta - INFO - 0.00018901220755651593
+[2023-06-28 15:21:57,390] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:21:57,390 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:21:57,390] INFO in predict_qa_roberta: 0.7846437096595764
+2023-06-28 15:21:57,390 - predict_qa_roberta - INFO - 0.7846437096595764
+[2023-06-28 15:21:57,390] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:21:57,390 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:21:57,390] INFO in predict_qa_roberta: 0.0010975470067933202
+2023-06-28 15:21:57,390 - predict_qa_roberta - INFO - 0.0010975470067933202
+[2023-06-28 15:21:57,391] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:21:57,391 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:21:57,391] INFO in predict_qa_roberta: 0.3939274549484253
+2023-06-28 15:21:57,391 - predict_qa_roberta - INFO - 0.3939274549484253
+[2023-06-28 15:21:57,391] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:21:57,391 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:21:57,391] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_a1.2': '林芳', 'a_common_social_credit_code': '国914201117612184776', 'safe_evaluate_4_sq_a1.3': '洪山区狮子街街张吴村1号楼14层'}
+2023-06-28 15:21:57,391 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_a1.2': '林芳', 'a_common_social_credit_code': '国914201117612184776', 'safe_evaluate_4_sq_a1.3': '洪山区狮子街街张吴村1号楼14层'}
+10.0.2.130 - - [28/Jun/2023 15:21:57] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:21:57,855] INFO in predict_qa_roberta: 0.0013793985126540065
+2023-06-28 15:21:57,855 - predict_qa_roberta - INFO - 0.0013793985126540065
+[2023-06-28 15:21:57,855] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:21:57,855 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:21:57,855] INFO in predict_qa_roberta: 0.9933685064315796
+2023-06-28 15:21:57,855 - predict_qa_roberta - INFO - 0.9933685064315796
+[2023-06-28 15:21:57,855] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:21:57,855 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:21:57,855] INFO in predict_qa_roberta: 0.4285779297351837
+2023-06-28 15:21:57,855 - predict_qa_roberta - INFO - 0.4285779297351837
+[2023-06-28 15:21:57,855] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:21:57,855 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:21:57,856] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+2023-06-28 15:21:57,856 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+10.0.2.130 - - [28/Jun/2023 15:21:57] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:22:24,363] INFO in predict_qa_roberta: 0.7592952251434326
+2023-06-28 15:22:24,363 - predict_qa_roberta - INFO - 0.7592952251434326
+[2023-06-28 15:22:24,364] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:22:24,364 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:22:24,364] INFO in predict_qa_roberta: 0.0033818085212260485
+2023-06-28 15:22:24,364 - predict_qa_roberta - INFO - 0.0033818085212260485
+[2023-06-28 15:22:24,364] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:22:24,364 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:22:24,364] INFO in predict_qa_roberta: 0.8681850433349609
+2023-06-28 15:22:24,364 - predict_qa_roberta - INFO - 0.8681850433349609
+[2023-06-28 15:22:24,364] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:22:24,364 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:22:24,364] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+2023-06-28 15:22:24,364 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+10.0.2.130 - - [28/Jun/2023 15:22:24] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:22:52,804] INFO in predict_qa_roberta: 0.7885299921035767
+2023-06-28 15:22:52,804 - predict_qa_roberta - INFO - 0.7885299921035767
+[2023-06-28 15:22:52,804] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:22:52,804 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:22:52,804] INFO in predict_qa_roberta: 0.0003980896435678005
+2023-06-28 15:22:52,804 - predict_qa_roberta - INFO - 0.0003980896435678005
+[2023-06-28 15:22:52,805] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:22:52,805 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:22:52,805] INFO in predict_qa_roberta: 0.013067840598523617
+2023-06-28 15:22:52,805 - predict_qa_roberta - INFO - 0.013067840598523617
+[2023-06-28 15:22:52,805] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:22:52,805 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:22:52,805] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北安源安全环保科技有限公合', 'safe_evaluate_4_sq_1.5': '湖北安源安全环保科技有限公', 'safe_evaluate_4_sq_1.6': '湖北安源安全环保科技有限公'}
+2023-06-28 15:22:52,805 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北安源安全环保科技有限公合', 'safe_evaluate_4_sq_1.5': '湖北安源安全环保科技有限公', 'safe_evaluate_4_sq_1.6': '湖北安源安全环保科技有限公'}
+10.0.2.130 - - [28/Jun/2023 15:22:52] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:22:58,790] INFO in predict_qa_roberta: 0.7117855548858643
+2023-06-28 15:22:58,790 - predict_qa_roberta - INFO - 0.7117855548858643
+[2023-06-28 15:22:58,790] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:22:58,790 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:22:58,790] INFO in predict_qa_roberta: 0.8445340394973755
+2023-06-28 15:22:58,790 - predict_qa_roberta - INFO - 0.8445340394973755
+[2023-06-28 15:22:58,790] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:22:58,790 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:22:58,790] INFO in predict_qa_roberta: 0.0058381035923957825
+2023-06-28 15:22:58,790 - predict_qa_roberta - INFO - 0.0058381035923957825
+[2023-06-28 15:22:58,791] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:22:58,791 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:22:58,791] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '2345m²', 'safe_evaluate_4_sq_7.2': '约100m', 'safe_evaluate_4_sq_7.3': '充分满足安全评价工作的需求。'}
+2023-06-28 15:22:58,791 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '2345m²', 'safe_evaluate_4_sq_7.2': '约100m', 'safe_evaluate_4_sq_7.3': '充分满足安全评价工作的需求。'}
+10.0.2.130 - - [28/Jun/2023 15:22:58] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:22:58,825] INFO in predict_qa_roberta: 0.004906806163489819
+2023-06-28 15:22:58,825 - predict_qa_roberta - INFO - 0.004906806163489819
+[2023-06-28 15:22:58,826] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:22:58,826 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:22:58,826] INFO in predict_qa_roberta: 0.9484759569168091
+2023-06-28 15:22:58,826 - predict_qa_roberta - INFO - 0.9484759569168091
+[2023-06-28 15:22:58,826] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:22:58,826 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:22:58,826] INFO in predict_qa_roberta: 0.8868690729141235
+2023-06-28 15:22:58,826 - predict_qa_roberta - INFO - 0.8868690729141235
+[2023-06-28 15:22:58,826] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:22:58,826 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:22:58,826] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '吴家山街田园大道 1198号', 'safe_evaluate_4_sq_1.1': '湖北安源安全环保科技有限公司', 'safe_evaluate_4_sq_1.2': '王晖'}
+2023-06-28 15:22:58,826 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '吴家山街田园大道 1198号', 'safe_evaluate_4_sq_1.1': '湖北安源安全环保科技有限公司', 'safe_evaluate_4_sq_1.2': '王晖'}
+10.0.2.130 - - [28/Jun/2023 15:22:58] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:22:59,278] INFO in predict_qa_roberta: 0.7885299921035767
+2023-06-28 15:22:59,278 - predict_qa_roberta - INFO - 0.7885299921035767
+[2023-06-28 15:22:59,278] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:22:59,278 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:22:59,278] INFO in predict_qa_roberta: 0.0003980896435678005
+2023-06-28 15:22:59,278 - predict_qa_roberta - INFO - 0.0003980896435678005
+[2023-06-28 15:22:59,279] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:22:59,279 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:22:59,279] INFO in predict_qa_roberta: 0.013067840598523617
+2023-06-28 15:22:59,279 - predict_qa_roberta - INFO - 0.013067840598523617
+[2023-06-28 15:22:59,279] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:22:59,279 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:22:59,279] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北安源安全环保科技有限公合', 'safe_evaluate_4_sq_1.5': '湖北安源安全环保科技有限公', 'safe_evaluate_4_sq_1.6': '湖北安源安全环保科技有限公'}
+2023-06-28 15:22:59,279 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北安源安全环保科技有限公合', 'safe_evaluate_4_sq_1.5': '湖北安源安全环保科技有限公', 'safe_evaluate_4_sq_1.6': '湖北安源安全环保科技有限公'}
+10.0.2.130 - - [28/Jun/2023 15:22:59] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:22:59,284] INFO in predict_qa_roberta: 0.9347119331359863
+2023-06-28 15:22:59,284 - predict_qa_roberta - INFO - 0.9347119331359863
+[2023-06-28 15:22:59,284] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:22:59,284 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:22:59,284] INFO in predict_qa_roberta: 0.29360049962997437
+2023-06-28 15:22:59,284 - predict_qa_roberta - INFO - 0.29360049962997437
+[2023-06-28 15:22:59,284] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:22:59,284 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:22:59,284] INFO in predict_qa_roberta: 8.802321644907352e-07
+2023-06-28 15:22:59,284 - predict_qa_roberta - INFO - 8.802321644907352e-07
+[2023-06-28 15:22:59,284] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:22:59,284 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:22:59,284] INFO in predict_qa_roberta: 0.45850443840026855
+2023-06-28 15:22:59,284 - predict_qa_roberta - INFO - 0.45850443840026855
+[2023-06-28 15:22:59,285] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:22:59,285 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:22:59,285] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '湖北安源安全环保科技有限公合', 'safe_evaluate_4_sq_a1.2': '湖北安源安全环保科技有限公合', 'a_common_social_credit_code': '151', 'safe_evaluate_4_sq_a1.3': '湖北安源安全环保科技有限公合'}
+2023-06-28 15:22:59,285 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '湖北安源安全环保科技有限公合', 'safe_evaluate_4_sq_a1.2': '湖北安源安全环保科技有限公合', 'a_common_social_credit_code': '151', 'safe_evaluate_4_sq_a1.3': '湖北安源安全环保科技有限公合'}
+10.0.2.130 - - [28/Jun/2023 15:22:59] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:23:02,375] INFO in predict_qa_roberta: 0.004906806163489819
+2023-06-28 15:23:02,375 - predict_qa_roberta - INFO - 0.004906806163489819
+[2023-06-28 15:23:02,375] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:23:02,375 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:23:02,375] INFO in predict_qa_roberta: 0.9484759569168091
+2023-06-28 15:23:02,375 - predict_qa_roberta - INFO - 0.9484759569168091
+[2023-06-28 15:23:02,375] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:23:02,375 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:23:02,375] INFO in predict_qa_roberta: 0.8868690729141235
+2023-06-28 15:23:02,375 - predict_qa_roberta - INFO - 0.8868690729141235
+[2023-06-28 15:23:02,376] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:23:02,376 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:23:02,376] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '吴家山街田园大道 1198号', 'safe_evaluate_4_sq_1.1': '湖北安源安全环保科技有限公司', 'safe_evaluate_4_sq_1.2': '王晖'}
+2023-06-28 15:23:02,376 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '吴家山街田园大道 1198号', 'safe_evaluate_4_sq_1.1': '湖北安源安全环保科技有限公司', 'safe_evaluate_4_sq_1.2': '王晖'}
+10.0.2.130 - - [28/Jun/2023 15:23:02] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:23:33,817] INFO in predict_qa_roberta: 0.0014041716931387782
+2023-06-28 15:23:33,817 - predict_qa_roberta - INFO - 0.0014041716931387782
+[2023-06-28 15:23:33,818] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:23:33,818 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:23:33,818] INFO in predict_qa_roberta: 0.0003336583904456347
+2023-06-28 15:23:33,818 - predict_qa_roberta - INFO - 0.0003336583904456347
+[2023-06-28 15:23:33,818] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:23:33,818 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:23:33,818] INFO in predict_qa_roberta: 1.1613117578690435e-07
+2023-06-28 15:23:33,818 - predict_qa_roberta - INFO - 1.1613117578690435e-07
+[2023-06-28 15:23:33,818] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:23:33,818 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:23:33,818] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '2315.81平方米', 'safe_evaluate_4_sq_7.2': '100T方米', 'safe_evaluate_4_sq_7.3': '2019 年 12'}
+2023-06-28 15:23:33,818 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '2315.81平方米', 'safe_evaluate_4_sq_7.2': '100T方米', 'safe_evaluate_4_sq_7.3': '2019 年 12'}
+10.0.2.130 - - [28/Jun/2023 15:23:33] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:24:43,758] INFO in predict_qa_roberta: 0.0060063316486775875
+2023-06-28 15:24:43,758 - predict_qa_roberta - INFO - 0.0060063316486775875
+[2023-06-28 15:24:43,759] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:24:43,759 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:24:43,759] INFO in predict_qa_roberta: 0.8663034439086914
+2023-06-28 15:24:43,759 - predict_qa_roberta - INFO - 0.8663034439086914
+[2023-06-28 15:24:43,759] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:24:43,759 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:24:43,759] INFO in predict_qa_roberta: 2.1909571046307974e-08
+2023-06-28 15:24:43,759 - predict_qa_roberta - INFO - 2.1909571046307974e-08
+[2023-06-28 15:24:43,759] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:24:43,759 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:24:43,760] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1260平方米', 'safe_evaluate_4_sq_7.2': '110平万', 'safe_evaluate_4_sq_7.3': '2010-12-14'}
+2023-06-28 15:24:43,760 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1260平方米', 'safe_evaluate_4_sq_7.2': '110平万', 'safe_evaluate_4_sq_7.3': '2010-12-14'}
+10.0.2.130 - - [28/Jun/2023 15:24:43] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:24:52,382] INFO in predict_qa_roberta: 0.304703950881958
+2023-06-28 15:24:52,382 - predict_qa_roberta - INFO - 0.304703950881958
+[2023-06-28 15:24:52,382] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:24:52,382 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:24:52,383] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '仪器设备'}
+2023-06-28 15:24:52,383 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '仪器设备'}
+10.0.2.130 - - [28/Jun/2023 15:24:52] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:24:57,198] ERROR in app: Exception on /qarob [POST]
+Traceback (most recent call last):
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 2528, in wsgi_app
+    response = self.full_dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1825, in full_dispatch_request
+    rv = self.handle_user_exception(e)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1823, in full_dispatch_request
+    rv = self.dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1799, in dispatch_request
+    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
+  File "predict_qa_roberta.py", line 61, in run
+    for idx, result in zip(ids, results):
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 619, in result_iterator
+    yield fs.pop().result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 437, in result
+    return self.__get_result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 389, in __get_result
+    raise self._exception
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/thread.py", line 57, in run
+    result = self.fn(*self.args, **self.kwargs)
+  File "predict_qa_roberta.py", line 39, in qa
+    results = qa_pipeline(data)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 388, in __call__
+    examples = self._args_parser(*args, **kwargs)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 218, in __call__
+    inputs[i] = self.normalize(item)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 166, in normalize
+    raise ValueError(f"`{k}` cannot be None")
+ValueError: `question` cannot be None
+2023-06-28 15:24:57,198 - predict_qa_roberta - ERROR - Exception on /qarob [POST]
+Traceback (most recent call last):
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 2528, in wsgi_app
+    response = self.full_dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1825, in full_dispatch_request
+    rv = self.handle_user_exception(e)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1823, in full_dispatch_request
+    rv = self.dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1799, in dispatch_request
+    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
+  File "predict_qa_roberta.py", line 61, in run
+    for idx, result in zip(ids, results):
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 619, in result_iterator
+    yield fs.pop().result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 437, in result
+    return self.__get_result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 389, in __get_result
+    raise self._exception
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/thread.py", line 57, in run
+    result = self.fn(*self.args, **self.kwargs)
+  File "predict_qa_roberta.py", line 39, in qa
+    results = qa_pipeline(data)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 388, in __call__
+    examples = self._args_parser(*args, **kwargs)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 218, in __call__
+    inputs[i] = self.normalize(item)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 166, in normalize
+    raise ValueError(f"`{k}` cannot be None")
+ValueError: `question` cannot be None
+10.0.2.130 - - [28/Jun/2023 15:24:57] "POST /qarob HTTP/1.0" 500 -
+[2023-06-28 15:24:57,354] ERROR in app: Exception on /qarob [POST]
+Traceback (most recent call last):
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 2528, in wsgi_app
+    response = self.full_dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1825, in full_dispatch_request
+    rv = self.handle_user_exception(e)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1823, in full_dispatch_request
+    rv = self.dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1799, in dispatch_request
+    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
+  File "predict_qa_roberta.py", line 61, in run
+    for idx, result in zip(ids, results):
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 619, in result_iterator
+    yield fs.pop().result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 437, in result
+    return self.__get_result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 389, in __get_result
+    raise self._exception
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/thread.py", line 57, in run
+    result = self.fn(*self.args, **self.kwargs)
+  File "predict_qa_roberta.py", line 39, in qa
+    results = qa_pipeline(data)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 388, in __call__
+    examples = self._args_parser(*args, **kwargs)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 218, in __call__
+    inputs[i] = self.normalize(item)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 166, in normalize
+    raise ValueError(f"`{k}` cannot be None")
+ValueError: `question` cannot be None
+2023-06-28 15:24:57,354 - predict_qa_roberta - ERROR - Exception on /qarob [POST]
+Traceback (most recent call last):
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 2528, in wsgi_app
+    response = self.full_dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1825, in full_dispatch_request
+    rv = self.handle_user_exception(e)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1823, in full_dispatch_request
+    rv = self.dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1799, in dispatch_request
+    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
+  File "predict_qa_roberta.py", line 61, in run
+    for idx, result in zip(ids, results):
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 619, in result_iterator
+    yield fs.pop().result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 437, in result
+    return self.__get_result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 389, in __get_result
+    raise self._exception
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/thread.py", line 57, in run
+    result = self.fn(*self.args, **self.kwargs)
+  File "predict_qa_roberta.py", line 39, in qa
+    results = qa_pipeline(data)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 388, in __call__
+    examples = self._args_parser(*args, **kwargs)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 218, in __call__
+    inputs[i] = self.normalize(item)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 166, in normalize
+    raise ValueError(f"`{k}` cannot be None")
+ValueError: `question` cannot be None
+10.0.2.130 - - [28/Jun/2023 15:24:57] "POST /qarob HTTP/1.0" 500 -
+[2023-06-28 15:24:57,377] ERROR in app: Exception on /qarob [POST]
+Traceback (most recent call last):
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 2528, in wsgi_app
+    response = self.full_dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1825, in full_dispatch_request
+    rv = self.handle_user_exception(e)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1823, in full_dispatch_request
+    rv = self.dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1799, in dispatch_request
+    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
+  File "predict_qa_roberta.py", line 61, in run
+    for idx, result in zip(ids, results):
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 619, in result_iterator
+    yield fs.pop().result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 437, in result
+    return self.__get_result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 389, in __get_result
+    raise self._exception
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/thread.py", line 57, in run
+    result = self.fn(*self.args, **self.kwargs)
+  File "predict_qa_roberta.py", line 39, in qa
+    results = qa_pipeline(data)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 388, in __call__
+    examples = self._args_parser(*args, **kwargs)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 218, in __call__
+    inputs[i] = self.normalize(item)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 166, in normalize
+    raise ValueError(f"`{k}` cannot be None")
+ValueError: `question` cannot be None
+2023-06-28 15:24:57,377 - predict_qa_roberta - ERROR - Exception on /qarob [POST]
+Traceback (most recent call last):
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 2528, in wsgi_app
+    response = self.full_dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1825, in full_dispatch_request
+    rv = self.handle_user_exception(e)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1823, in full_dispatch_request
+    rv = self.dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1799, in dispatch_request
+    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
+  File "predict_qa_roberta.py", line 61, in run
+    for idx, result in zip(ids, results):
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 619, in result_iterator
+    yield fs.pop().result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 437, in result
+    return self.__get_result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 389, in __get_result
+    raise self._exception
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/thread.py", line 57, in run
+    result = self.fn(*self.args, **self.kwargs)
+  File "predict_qa_roberta.py", line 39, in qa
+    results = qa_pipeline(data)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 388, in __call__
+    examples = self._args_parser(*args, **kwargs)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 218, in __call__
+    inputs[i] = self.normalize(item)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 166, in normalize
+    raise ValueError(f"`{k}` cannot be None")
+ValueError: `question` cannot be None
+10.0.2.130 - - [28/Jun/2023 15:24:57] "POST /qarob HTTP/1.0" 500 -
+[2023-06-28 15:24:57,430] ERROR in app: Exception on /qarob [POST]
+Traceback (most recent call last):
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 2528, in wsgi_app
+    response = self.full_dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1825, in full_dispatch_request
+    rv = self.handle_user_exception(e)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1823, in full_dispatch_request
+    rv = self.dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1799, in dispatch_request
+    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
+  File "predict_qa_roberta.py", line 61, in run
+    for idx, result in zip(ids, results):
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 619, in result_iterator
+    yield fs.pop().result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 437, in result
+    return self.__get_result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 389, in __get_result
+    raise self._exception
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/thread.py", line 57, in run
+    result = self.fn(*self.args, **self.kwargs)
+  File "predict_qa_roberta.py", line 39, in qa
+    results = qa_pipeline(data)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 388, in __call__
+    examples = self._args_parser(*args, **kwargs)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 218, in __call__
+    inputs[i] = self.normalize(item)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 166, in normalize
+    raise ValueError(f"`{k}` cannot be None")
+ValueError: `question` cannot be None
+2023-06-28 15:24:57,430 - predict_qa_roberta - ERROR - Exception on /qarob [POST]
+Traceback (most recent call last):
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 2528, in wsgi_app
+    response = self.full_dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1825, in full_dispatch_request
+    rv = self.handle_user_exception(e)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1823, in full_dispatch_request
+    rv = self.dispatch_request()
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/flask/app.py", line 1799, in dispatch_request
+    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
+  File "predict_qa_roberta.py", line 61, in run
+    for idx, result in zip(ids, results):
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 619, in result_iterator
+    yield fs.pop().result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 437, in result
+    return self.__get_result()
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/_base.py", line 389, in __get_result
+    raise self._exception
+  File "/root/anaconda3/envs/trans/lib/python3.8/concurrent/futures/thread.py", line 57, in run
+    result = self.fn(*self.args, **self.kwargs)
+  File "predict_qa_roberta.py", line 39, in qa
+    results = qa_pipeline(data)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 388, in __call__
+    examples = self._args_parser(*args, **kwargs)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 218, in __call__
+    inputs[i] = self.normalize(item)
+  File "/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/question_answering.py", line 166, in normalize
+    raise ValueError(f"`{k}` cannot be None")
+ValueError: `question` cannot be None
+10.0.2.130 - - [28/Jun/2023 15:24:57] "POST /qarob HTTP/1.0" 500 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:25:16,424] INFO in predict_qa_roberta: 0.0007638107636012137
+2023-06-28 15:25:16,424 - predict_qa_roberta - INFO - 0.0007638107636012137
+[2023-06-28 15:25:16,424] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:25:16,424 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:25:16,424] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '1.872554.00元'}
+2023-06-28 15:25:16,424 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '1.872554.00元'}
+10.0.2.130 - - [28/Jun/2023 15:25:16] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:27:18,411] INFO in predict_qa_roberta: 2.647841945702112e-08
+2023-06-28 15:27:18,411 - predict_qa_roberta - INFO - 2.647841945702112e-08
+[2023-06-28 15:27:18,411] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:27:18,411 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:27:18,411] INFO in predict_qa_roberta: 7.819214165039057e-10
+2023-06-28 15:27:18,411 - predict_qa_roberta - INFO - 7.819214165039057e-10
+[2023-06-28 15:27:18,411] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:27:18,411 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:27:18,411] INFO in predict_qa_roberta: 9.599541161975367e-10
+2023-06-28 15:27:18,411 - predict_qa_roberta - INFO - 9.599541161975367e-10
+[2023-06-28 15:27:18,411] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:27:18,411 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:27:18,411] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '12/9/6102组“', 'safe_evaluate_4_sq_1.5': '王称', 'safe_evaluate_4_sq_1.6': '12/9/6102组“'}
+2023-06-28 15:27:18,411 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '12/9/6102组“', 'safe_evaluate_4_sq_1.5': '王称', 'safe_evaluate_4_sq_1.6': '12/9/6102组“'}
+10.0.2.130 - - [28/Jun/2023 15:27:18] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:28:03,910] INFO in predict_qa_roberta: 2.988396730074783e-08
+2023-06-28 15:28:03,910 - predict_qa_roberta - INFO - 2.988396730074783e-08
+[2023-06-28 15:28:03,911] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:28:03,911 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:28:03,911] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '存量房价值'}
+2023-06-28 15:28:03,911 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '存量房价值'}
+10.0.2.130 - - [28/Jun/2023 15:28:03] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:28:40,220] INFO in predict_qa_roberta: 0.8448230624198914
+2023-06-28 15:28:40,220 - predict_qa_roberta - INFO - 0.8448230624198914
+[2023-06-28 15:28:40,221] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:28:40,221 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:28:40,221] INFO in predict_qa_roberta: 0.02135024592280388
+2023-06-28 15:28:40,221 - predict_qa_roberta - INFO - 0.02135024592280388
+[2023-06-28 15:28:40,221] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:28:40,221 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:28:40,221] INFO in predict_qa_roberta: 0.9458683729171753
+2023-06-28 15:28:40,221 - predict_qa_roberta - INFO - 0.9458683729171753
+[2023-06-28 15:28:40,221] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:28:40,221 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:28:40,222] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市青山区和平大道1244号', 'safe_evaluate_4_sq_1.1': '绿世纪安全管理顾问有限公司', 'safe_evaluate_4_sq_1.2': '王先华'}
+2023-06-28 15:28:40,222 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市青山区和平大道1244号', 'safe_evaluate_4_sq_1.1': '绿世纪安全管理顾问有限公司', 'safe_evaluate_4_sq_1.2': '王先华'}
+10.0.2.130 - - [28/Jun/2023 15:28:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:28:40,558] INFO in predict_qa_roberta: 4.30331010647933e-06
+2023-06-28 15:28:40,558 - predict_qa_roberta - INFO - 4.30331010647933e-06
+[2023-06-28 15:28:40,559] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:28:40,559 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:28:40,559] INFO in predict_qa_roberta: 8.584152055846062e-08
+2023-06-28 15:28:40,559 - predict_qa_roberta - INFO - 8.584152055846062e-08
+[2023-06-28 15:28:40,560] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:28:40,560 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:28:40,560] INFO in predict_qa_roberta: 3.706406346282165e-07
+2023-06-28 15:28:40,560 - predict_qa_roberta - INFO - 3.706406346282165e-07
+[2023-06-28 15:28:40,560] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:28:40,560 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:28:40,560] INFO in predict_qa_roberta: 1.953105311258696e-06
+2023-06-28 15:28:40,560 - predict_qa_roberta - INFO - 1.953105311258696e-06
+[2023-06-28 15:28:40,560] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:28:40,560 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:28:40,560] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '旗月', 'safe_evaluate_4_sq_a1.2': '王称', 'a_common_social_credit_code': '12/9/6102组“', 'safe_evaluate_4_sq_a1.3': '12/9/6102组'}
+2023-06-28 15:28:40,560 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '旗月', 'safe_evaluate_4_sq_a1.2': '王称', 'a_common_social_credit_code': '12/9/6102组“', 'safe_evaluate_4_sq_a1.3': '12/9/6102组'}
+10.0.2.130 - - [28/Jun/2023 15:28:40] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:28:41,329] INFO in predict_qa_roberta: 0.9721114039421082
+2023-06-28 15:28:41,329 - predict_qa_roberta - INFO - 0.9721114039421082
+[2023-06-28 15:28:41,330] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:28:41,330 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:28:41,330] INFO in predict_qa_roberta: 0.9219249486923218
+2023-06-28 15:28:41,330 - predict_qa_roberta - INFO - 0.9219249486923218
+[2023-06-28 15:28:41,330] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:28:41,330 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:28:41,330] INFO in predict_qa_roberta: 2.498291223673732e-06
+2023-06-28 15:28:41,330 - predict_qa_roberta - INFO - 2.498291223673732e-06
+[2023-06-28 15:28:41,330] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:28:41,330 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:28:41,331] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1260平方米', 'safe_evaluate_4_sq_7.2': '110平方米', 'safe_evaluate_4_sq_7.3': '窦宇雄性别男出生日期 1989.01.01'}
+2023-06-28 15:28:41,331 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1260平方米', 'safe_evaluate_4_sq_7.2': '110平方米', 'safe_evaluate_4_sq_7.3': '窦宇雄性别男出生日期 1989.01.01'}
+10.0.2.130 - - [28/Jun/2023 15:28:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:28:41,498] INFO in predict_qa_roberta: 2.647841945702112e-08
+2023-06-28 15:28:41,498 - predict_qa_roberta - INFO - 2.647841945702112e-08
+[2023-06-28 15:28:41,498] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:28:41,498 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:28:41,498] INFO in predict_qa_roberta: 7.819214165039057e-10
+2023-06-28 15:28:41,498 - predict_qa_roberta - INFO - 7.819214165039057e-10
+[2023-06-28 15:28:41,498] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:28:41,498 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:28:41,498] INFO in predict_qa_roberta: 9.599541161975367e-10
+2023-06-28 15:28:41,498 - predict_qa_roberta - INFO - 9.599541161975367e-10
+[2023-06-28 15:28:41,499] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:28:41,499 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:28:41,499] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '12/9/6102组“', 'safe_evaluate_4_sq_1.5': '王称', 'safe_evaluate_4_sq_1.6': '12/9/6102组“'}
+2023-06-28 15:28:41,499 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '12/9/6102组“', 'safe_evaluate_4_sq_1.5': '王称', 'safe_evaluate_4_sq_1.6': '12/9/6102组“'}
+10.0.2.130 - - [28/Jun/2023 15:28:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:29:23,427] INFO in predict_qa_roberta: 0.8448230624198914
+2023-06-28 15:29:23,427 - predict_qa_roberta - INFO - 0.8448230624198914
+[2023-06-28 15:29:23,428] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:29:23,428 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:29:23,428] INFO in predict_qa_roberta: 0.02135024592280388
+2023-06-28 15:29:23,428 - predict_qa_roberta - INFO - 0.02135024592280388
+[2023-06-28 15:29:23,428] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:29:23,428 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:29:23,428] INFO in predict_qa_roberta: 0.9458683729171753
+2023-06-28 15:29:23,428 - predict_qa_roberta - INFO - 0.9458683729171753
+[2023-06-28 15:29:23,428] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:29:23,428 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:29:23,428] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市青山区和平大道1244号', 'safe_evaluate_4_sq_1.1': '绿世纪安全管理顾问有限公司', 'safe_evaluate_4_sq_1.2': '王先华'}
+2023-06-28 15:29:23,428 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市青山区和平大道1244号', 'safe_evaluate_4_sq_1.1': '绿世纪安全管理顾问有限公司', 'safe_evaluate_4_sq_1.2': '王先华'}
+10.0.2.130 - - [28/Jun/2023 15:29:23] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:29:47,968] INFO in predict_qa_roberta: 0.0013793985126540065
+2023-06-28 15:29:47,968 - predict_qa_roberta - INFO - 0.0013793985126540065
+[2023-06-28 15:29:47,968] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:29:47,968 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:29:47,968] INFO in predict_qa_roberta: 0.9933685064315796
+2023-06-28 15:29:47,968 - predict_qa_roberta - INFO - 0.9933685064315796
+[2023-06-28 15:29:47,968] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:29:47,968 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:29:47,968] INFO in predict_qa_roberta: 0.4285779297351837
+2023-06-28 15:29:47,968 - predict_qa_roberta - INFO - 0.4285779297351837
+[2023-06-28 15:29:47,969] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:29:47,969 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:29:47,969] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+2023-06-28 15:29:47,969 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+10.0.2.130 - - [28/Jun/2023 15:29:47] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:30:18,500] INFO in predict_qa_roberta: 0.43972620368003845
+2023-06-28 15:30:18,500 - predict_qa_roberta - INFO - 0.43972620368003845
+[2023-06-28 15:30:18,500] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:30:18,500 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:30:18,501] INFO in predict_qa_roberta: 0.8217354416847229
+2023-06-28 15:30:18,501 - predict_qa_roberta - INFO - 0.8217354416847229
+[2023-06-28 15:30:18,501] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:30:18,501 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:30:18,502] INFO in predict_qa_roberta: 0.38241326808929443
+2023-06-28 15:30:18,502 - predict_qa_roberta - INFO - 0.38241326808929443
+[2023-06-28 15:30:18,502] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:30:18,502 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:30:18,502] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_1.5': '杨阳', 'safe_evaluate_4_sq_1.6': '武汉市蔡甸区常福新城工业园18号'}
+2023-06-28 15:30:18,502 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_1.5': '杨阳', 'safe_evaluate_4_sq_1.6': '武汉市蔡甸区常福新城工业园18号'}
+10.0.2.130 - - [28/Jun/2023 15:30:18] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:30:21,383] INFO in predict_qa_roberta: 0.3564285337924957
+2023-06-28 15:30:21,383 - predict_qa_roberta - INFO - 0.3564285337924957
+[2023-06-28 15:30:21,383] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:30:21,383 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:30:21,384] INFO in predict_qa_roberta: 0.45706412196159363
+2023-06-28 15:30:21,384 - predict_qa_roberta - INFO - 0.45706412196159363
+[2023-06-28 15:30:21,384] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:30:21,384 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:30:21,384] INFO in predict_qa_roberta: 0.0022291955538094044
+2023-06-28 15:30:21,384 - predict_qa_roberta - INFO - 0.0022291955538094044
+[2023-06-28 15:30:21,384] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:30:21,384 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:30:21,384] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '田原17786129913 1646.17m', 'safe_evaluate_4_sq_7.2': '101.92平方米', 'safe_evaluate_4_sq_7.3': '能够满足工作要求'}
+2023-06-28 15:30:21,384 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '田原17786129913 1646.17m', 'safe_evaluate_4_sq_7.2': '101.92平方米', 'safe_evaluate_4_sq_7.3': '能够满足工作要求'}
+10.0.2.130 - - [28/Jun/2023 15:30:21] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:30:22,502] INFO in predict_qa_roberta: 0.886847734451294
+2023-06-28 15:30:22,502 - predict_qa_roberta - INFO - 0.886847734451294
+[2023-06-28 15:30:22,503] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:30:22,503 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:30:22,504] INFO in predict_qa_roberta: 0.9728681445121765
+2023-06-28 15:30:22,504 - predict_qa_roberta - INFO - 0.9728681445121765
+[2023-06-28 15:30:22,505] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:30:22,505 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:30:22,505] INFO in predict_qa_roberta: 0.8628619909286499
+2023-06-28 15:30:22,505 - predict_qa_roberta - INFO - 0.8628619909286499
+[2023-06-28 15:30:22,506] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:30:22,506 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:30:22,506] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市蔡甸区常福新城工业园18号', 'safe_evaluate_4_sq_1.1': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_1.2': '杨阳'}
+2023-06-28 15:30:22,506 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市蔡甸区常福新城工业园18号', 'safe_evaluate_4_sq_1.1': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_1.2': '杨阳'}
+10.0.2.130 - - [28/Jun/2023 15:30:22] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:30:23,668] INFO in predict_qa_roberta: 0.43972620368003845
+2023-06-28 15:30:23,668 - predict_qa_roberta - INFO - 0.43972620368003845
+[2023-06-28 15:30:23,669] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:30:23,669 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:30:23,669] INFO in predict_qa_roberta: 0.8217354416847229
+2023-06-28 15:30:23,669 - predict_qa_roberta - INFO - 0.8217354416847229
+[2023-06-28 15:30:23,670] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:30:23,670 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:30:23,670] INFO in predict_qa_roberta: 0.38241326808929443
+2023-06-28 15:30:23,670 - predict_qa_roberta - INFO - 0.38241326808929443
+[2023-06-28 15:30:23,671] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:30:23,671 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:30:23,672] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_1.5': '杨阳', 'safe_evaluate_4_sq_1.6': '武汉市蔡甸区常福新城工业园18号'}
+2023-06-28 15:30:23,672 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_1.5': '杨阳', 'safe_evaluate_4_sq_1.6': '武汉市蔡甸区常福新城工业园18号'}
+10.0.2.130 - - [28/Jun/2023 15:30:23] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:30:24,618] INFO in predict_qa_roberta: 0.49425655603408813
+2023-06-28 15:30:24,618 - predict_qa_roberta - INFO - 0.49425655603408813
+[2023-06-28 15:30:24,620] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:30:24,620 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:30:24,620] INFO in predict_qa_roberta: 0.8323125839233398
+2023-06-28 15:30:24,620 - predict_qa_roberta - INFO - 0.8323125839233398
+[2023-06-28 15:30:24,620] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:30:24,620 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:30:24,621] INFO in predict_qa_roberta: 0.047493819147348404
+2023-06-28 15:30:24,621 - predict_qa_roberta - INFO - 0.047493819147348404
+[2023-06-28 15:30:24,622] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:30:24,622 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:30:24,623] INFO in predict_qa_roberta: 0.01999375969171524
+2023-06-28 15:30:24,623 - predict_qa_roberta - INFO - 0.01999375969171524
+[2023-06-28 15:30:24,624] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:30:24,624 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:30:24,624] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_a1.2': '杨阳', 'a_common_social_credit_code': '91420114MA4K2AHT6P', 'safe_evaluate_4_sq_a1.3': '武汉市蔡甸区常福新城工业园18号'}
+2023-06-28 15:30:24,624 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_a1.2': '杨阳', 'a_common_social_credit_code': '91420114MA4K2AHT6P', 'safe_evaluate_4_sq_a1.3': '武汉市蔡甸区常福新城工业园18号'}
+10.0.2.130 - - [28/Jun/2023 15:30:24] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:30:27,152] INFO in predict_qa_roberta: 0.886847734451294
+2023-06-28 15:30:27,152 - predict_qa_roberta - INFO - 0.886847734451294
+[2023-06-28 15:30:27,152] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:30:27,152 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:30:27,153] INFO in predict_qa_roberta: 0.9728681445121765
+2023-06-28 15:30:27,153 - predict_qa_roberta - INFO - 0.9728681445121765
+[2023-06-28 15:30:27,154] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:30:27,154 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:30:27,154] INFO in predict_qa_roberta: 0.8628619909286499
+2023-06-28 15:30:27,154 - predict_qa_roberta - INFO - 0.8628619909286499
+[2023-06-28 15:30:27,154] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:30:27,154 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:30:27,154] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市蔡甸区常福新城工业园18号', 'safe_evaluate_4_sq_1.1': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_1.2': '杨阳'}
+2023-06-28 15:30:27,154 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市蔡甸区常福新城工业园18号', 'safe_evaluate_4_sq_1.1': '湖北中晟安环检测技术有限公司', 'safe_evaluate_4_sq_1.2': '杨阳'}
+10.0.2.130 - - [28/Jun/2023 15:30:27] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:30:44,161] INFO in predict_qa_roberta: 0.7592952251434326
+2023-06-28 15:30:44,161 - predict_qa_roberta - INFO - 0.7592952251434326
+[2023-06-28 15:30:44,162] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:30:44,162 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:30:44,162] INFO in predict_qa_roberta: 0.0033818085212260485
+2023-06-28 15:30:44,162 - predict_qa_roberta - INFO - 0.0033818085212260485
+[2023-06-28 15:30:44,162] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:30:44,162 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:30:44,163] INFO in predict_qa_roberta: 0.8681850433349609
+2023-06-28 15:30:44,163 - predict_qa_roberta - INFO - 0.8681850433349609
+[2023-06-28 15:30:44,163] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:30:44,163 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:30:44,163] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+2023-06-28 15:30:44,163 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+10.0.2.130 - - [28/Jun/2023 15:30:44] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:30:45,100] INFO in predict_qa_roberta: 0.00018901220755651593
+2023-06-28 15:30:45,100 - predict_qa_roberta - INFO - 0.00018901220755651593
+[2023-06-28 15:30:45,101] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:30:45,101 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:30:45,101] INFO in predict_qa_roberta: 0.7846437096595764
+2023-06-28 15:30:45,101 - predict_qa_roberta - INFO - 0.7846437096595764
+[2023-06-28 15:30:45,101] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:30:45,101 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:30:45,101] INFO in predict_qa_roberta: 0.0010975470067933202
+2023-06-28 15:30:45,101 - predict_qa_roberta - INFO - 0.0010975470067933202
+[2023-06-28 15:30:45,101] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:30:45,101 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:30:45,102] INFO in predict_qa_roberta: 0.3939274549484253
+2023-06-28 15:30:45,102 - predict_qa_roberta - INFO - 0.3939274549484253
+[2023-06-28 15:30:45,102] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:30:45,102 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:30:45,102] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_a1.2': '林芳', 'a_common_social_credit_code': '国914201117612184776', 'safe_evaluate_4_sq_a1.3': '洪山区狮子街街张吴村1号楼14层'}
+2023-06-28 15:30:45,102 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_a1.2': '林芳', 'a_common_social_credit_code': '国914201117612184776', 'safe_evaluate_4_sq_a1.3': '洪山区狮子街街张吴村1号楼14层'}
+10.0.2.130 - - [28/Jun/2023 15:30:45] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:30:45,371] INFO in predict_qa_roberta: 0.5754446387290955
+2023-06-28 15:30:45,371 - predict_qa_roberta - INFO - 0.5754446387290955
+[2023-06-28 15:30:45,372] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:30:45,372 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:30:45,372] INFO in predict_qa_roberta: 0.7953965067863464
+2023-06-28 15:30:45,372 - predict_qa_roberta - INFO - 0.7953965067863464
+[2023-06-28 15:30:45,372] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:30:45,372 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:30:45,372] INFO in predict_qa_roberta: 1.1341820936650038e-05
+2023-06-28 15:30:45,372 - predict_qa_roberta - INFO - 1.1341820936650038e-05
+[2023-06-28 15:30:45,372] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:30:45,372 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:30:45,372] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1683.78m²', 'safe_evaluate_4_sq_7.2': '100m²', 'safe_evaluate_4_sq_7.3': '董小明'}
+2023-06-28 15:30:45,372 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1683.78m²', 'safe_evaluate_4_sq_7.2': '100m²', 'safe_evaluate_4_sq_7.3': '董小明'}
+10.0.2.130 - - [28/Jun/2023 15:30:45] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:30:45,915] INFO in predict_qa_roberta: 0.0013793985126540065
+2023-06-28 15:30:45,915 - predict_qa_roberta - INFO - 0.0013793985126540065
+[2023-06-28 15:30:45,915] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:30:45,915 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:30:45,915] INFO in predict_qa_roberta: 0.9933685064315796
+2023-06-28 15:30:45,915 - predict_qa_roberta - INFO - 0.9933685064315796
+[2023-06-28 15:30:45,915] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:30:45,915 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:30:45,915] INFO in predict_qa_roberta: 0.4285779297351837
+2023-06-28 15:30:45,915 - predict_qa_roberta - INFO - 0.4285779297351837
+[2023-06-28 15:30:45,916] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:30:45,916 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:30:45,916] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+2023-06-28 15:30:45,916 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+10.0.2.130 - - [28/Jun/2023 15:30:45] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:31:07,692] INFO in predict_qa_roberta: 5.420297384262085e-05
+2023-06-28 15:31:07,692 - predict_qa_roberta - INFO - 5.420297384262085e-05
+[2023-06-28 15:31:07,693] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:31:07,693 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:31:07,694] INFO in predict_qa_roberta: 8.69768840283669e-12
+2023-06-28 15:31:07,694 - predict_qa_roberta - INFO - 8.69768840283669e-12
+[2023-06-28 15:31:07,694] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:31:07,694 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:31:07,694] INFO in predict_qa_roberta: 7.1354286923508425e-09
+2023-06-28 15:31:07,694 - predict_qa_roberta - INFO - 7.1354286923508425e-09
+[2023-06-28 15:31:07,694] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:31:07,694 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:31:07,695] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '开称型名类', 'safe_evaluate_4_sq_1.5': '332II‘骨斯县京亞', 'safe_evaluate_4_sq_1.6': '332II‘骨斯县京亞20'}
+2023-06-28 15:31:07,695 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '开称型名类', 'safe_evaluate_4_sq_1.5': '332II‘骨斯县京亞', 'safe_evaluate_4_sq_1.6': '332II‘骨斯县京亞20'}
+10.0.2.130 - - [28/Jun/2023 15:31:07] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:31:10,348] INFO in predict_qa_roberta: 0.5706920027732849
+2023-06-28 15:31:10,348 - predict_qa_roberta - INFO - 0.5706920027732849
+[2023-06-28 15:31:10,349] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:31:10,349 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:31:10,349] INFO in predict_qa_roberta: 0.9009024500846863
+2023-06-28 15:31:10,349 - predict_qa_roberta - INFO - 0.9009024500846863
+[2023-06-28 15:31:10,349] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:31:10,349 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:31:10,349] INFO in predict_qa_roberta: 2.161389858201801e-07
+2023-06-28 15:31:10,349 - predict_qa_roberta - INFO - 2.161389858201801e-07
+[2023-06-28 15:31:10,349] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:31:10,349 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:31:10,349] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1147. 57M²', 'safe_evaluate_4_sq_7.2': '203m²', 'safe_evaluate_4_sq_7.3': '20%'}
+2023-06-28 15:31:10,349 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1147. 57M²', 'safe_evaluate_4_sq_7.2': '203m²', 'safe_evaluate_4_sq_7.3': '20%'}
+10.0.2.130 - - [28/Jun/2023 15:31:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:31:10,728] INFO in predict_qa_roberta: 0.0152767738327384
+2023-06-28 15:31:10,728 - predict_qa_roberta - INFO - 0.0152767738327384
+[2023-06-28 15:31:10,729] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:31:10,729 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:31:10,729] INFO in predict_qa_roberta: 0.9567429423332214
+2023-06-28 15:31:10,729 - predict_qa_roberta - INFO - 0.9567429423332214
+[2023-06-28 15:31:10,729] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:31:10,729 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:31:10,729] INFO in predict_qa_roberta: 0.9057737588882446
+2023-06-28 15:31:10,729 - predict_qa_roberta - INFO - 0.9057737588882446
+[2023-06-28 15:31:10,729] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:31:10,729 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:31:10,729] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北纪安安全科技有限公司', 'safe_evaluate_4_sq_1.1': '湖北纪安安全科技有限公司', 'safe_evaluate_4_sq_1.2': '纪占兵'}
+2023-06-28 15:31:10,729 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北纪安安全科技有限公司', 'safe_evaluate_4_sq_1.1': '湖北纪安安全科技有限公司', 'safe_evaluate_4_sq_1.2': '纪占兵'}
+10.0.2.130 - - [28/Jun/2023 15:31:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:31:11,005] INFO in predict_qa_roberta: 5.420297384262085e-05
+2023-06-28 15:31:11,005 - predict_qa_roberta - INFO - 5.420297384262085e-05
+[2023-06-28 15:31:11,006] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:31:11,006 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:31:11,006] INFO in predict_qa_roberta: 8.69768840283669e-12
+2023-06-28 15:31:11,006 - predict_qa_roberta - INFO - 8.69768840283669e-12
+[2023-06-28 15:31:11,006] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:31:11,006 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:31:11,006] INFO in predict_qa_roberta: 7.1354286923508425e-09
+2023-06-28 15:31:11,006 - predict_qa_roberta - INFO - 7.1354286923508425e-09
+[2023-06-28 15:31:11,006] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:31:11,006 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:31:11,006] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '开称型名类', 'safe_evaluate_4_sq_1.5': '332II‘骨斯县京亞', 'safe_evaluate_4_sq_1.6': '332II‘骨斯县京亞20'}
+2023-06-28 15:31:11,006 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '开称型名类', 'safe_evaluate_4_sq_1.5': '332II‘骨斯县京亞', 'safe_evaluate_4_sq_1.6': '332II‘骨斯县京亞20'}
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+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:31:11,400] INFO in predict_qa_roberta: 0.01046234555542469
+2023-06-28 15:31:11,400 - predict_qa_roberta - INFO - 0.01046234555542469
+[2023-06-28 15:31:11,401] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:31:11,401 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:31:11,401] INFO in predict_qa_roberta: 1.3106563301334972e-07
+2023-06-28 15:31:11,401 - predict_qa_roberta - INFO - 1.3106563301334972e-07
+[2023-06-28 15:31:11,401] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:31:11,401 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:31:11,402] INFO in predict_qa_roberta: 7.643459684913978e-05
+2023-06-28 15:31:11,402 - predict_qa_roberta - INFO - 7.643459684913978e-05
+[2023-06-28 15:31:11,402] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:31:11,402 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:31:11,402] INFO in predict_qa_roberta: 0.00022753716621082276
+2023-06-28 15:31:11,402 - predict_qa_roberta - INFO - 0.00022753716621082276
+[2023-06-28 15:31:11,402] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:31:11,402 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:31:11,402] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '开称', 'safe_evaluate_4_sq_a1.2': '332II‘骨斯县京亞', 'a_common_social_credit_code': '332II', 'safe_evaluate_4_sq_a1.3': '332II‘骨斯县京亞20(关'}
+2023-06-28 15:31:11,402 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '开称', 'safe_evaluate_4_sq_a1.2': '332II‘骨斯县京亞', 'a_common_social_credit_code': '332II', 'safe_evaluate_4_sq_a1.3': '332II‘骨斯县京亞20(关'}
+10.0.2.130 - - [28/Jun/2023 15:31:11] "POST /qarob HTTP/1.0" 200 -
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+2023-06-28 15:31:13,295 - predict_qa_roberta - INFO - 0.0152767738327384
+[2023-06-28 15:31:13,296] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:31:13,296 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:31:13,296] INFO in predict_qa_roberta: 0.9567429423332214
+2023-06-28 15:31:13,296 - predict_qa_roberta - INFO - 0.9567429423332214
+[2023-06-28 15:31:13,297] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:31:13,297 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:31:13,297] INFO in predict_qa_roberta: 0.9057737588882446
+2023-06-28 15:31:13,297 - predict_qa_roberta - INFO - 0.9057737588882446
+[2023-06-28 15:31:13,297] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:31:13,297 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:31:13,297] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北纪安安全科技有限公司', 'safe_evaluate_4_sq_1.1': '湖北纪安安全科技有限公司', 'safe_evaluate_4_sq_1.2': '纪占兵'}
+2023-06-28 15:31:13,297 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北纪安安全科技有限公司', 'safe_evaluate_4_sq_1.1': '湖北纪安安全科技有限公司', 'safe_evaluate_4_sq_1.2': '纪占兵'}
+10.0.2.130 - - [28/Jun/2023 15:31:13] "POST /qarob HTTP/1.0" 200 -
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+2023-06-28 15:31:15,679 - predict_qa_roberta - INFO - 0.7592952251434326
+[2023-06-28 15:31:15,680] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:31:15,680 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:31:15,680] INFO in predict_qa_roberta: 0.0033818085212260485
+2023-06-28 15:31:15,680 - predict_qa_roberta - INFO - 0.0033818085212260485
+[2023-06-28 15:31:15,680] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:31:15,680 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:31:15,680] INFO in predict_qa_roberta: 0.8681850433349609
+2023-06-28 15:31:15,680 - predict_qa_roberta - INFO - 0.8681850433349609
+[2023-06-28 15:31:15,681] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:31:15,681 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:31:15,681] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+2023-06-28 15:31:15,681 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+10.0.2.130 - - [28/Jun/2023 15:31:15] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:32:09,161] INFO in predict_qa_roberta: 1.0910370065175812e-06
+2023-06-28 15:32:09,161 - predict_qa_roberta - INFO - 1.0910370065175812e-06
+[2023-06-28 15:32:09,162] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:32:09,162 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:32:09,162] INFO in predict_qa_roberta: 7.209273007902084e-06
+2023-06-28 15:32:09,162 - predict_qa_roberta - INFO - 7.209273007902084e-06
+[2023-06-28 15:32:09,162] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:32:09,162 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:32:09,162] INFO in predict_qa_roberta: 1.0078031209559413e-07
+2023-06-28 15:32:09,162 - predict_qa_roberta - INFO - 1.0078031209559413e-07
+[2023-06-28 15:32:09,162] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:32:09,162 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:32:09,162] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '2. 7m2. 72.7114. 4m2. 1m2', 'safe_evaluate_4_sq_7.2': '3m', 'safe_evaluate_4_sq_7.3': '湖北中晟安环检测技术有限公司'}
+2023-06-28 15:32:09,162 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '2. 7m2. 72.7114. 4m2. 1m2', 'safe_evaluate_4_sq_7.2': '3m', 'safe_evaluate_4_sq_7.3': '湖北中晟安环检测技术有限公司'}
+10.0.2.130 - - [28/Jun/2023 15:32:09] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:32:11,121] INFO in predict_qa_roberta: 0.27665168046951294
+2023-06-28 15:32:11,121 - predict_qa_roberta - INFO - 0.27665168046951294
+[2023-06-28 15:32:11,121] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:32:11,121 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:32:11,122] INFO in predict_qa_roberta: 3.440094360485091e-07
+2023-06-28 15:32:11,122 - predict_qa_roberta - INFO - 3.440094360485091e-07
+[2023-06-28 15:32:11,122] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:32:11,122 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:32:11,122] INFO in predict_qa_roberta: 2.553358857682042e-09
+2023-06-28 15:32:11,122 - predict_qa_roberta - INFO - 2.553358857682042e-09
+[2023-06-28 15:32:11,122] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:32:11,122 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:32:11,122] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '约298.41至方米', 'safe_evaluate_4_sq_7.2': '49618.3300平方米', 'safe_evaluate_4_sq_7.3': '2'}
+2023-06-28 15:32:11,122 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '约298.41至方米', 'safe_evaluate_4_sq_7.2': '49618.3300平方米', 'safe_evaluate_4_sq_7.3': '2'}
+10.0.2.130 - - [28/Jun/2023 15:32:11] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:32:12,213] INFO in predict_qa_roberta: 7.1486670749632e-12
+2023-06-28 15:32:12,213 - predict_qa_roberta - INFO - 7.1486670749632e-12
+[2023-06-28 15:32:12,214] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:32:12,214 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:32:12,214] INFO in predict_qa_roberta: 5.733494191570432e-14
+2023-06-28 15:32:12,214 - predict_qa_roberta - INFO - 5.733494191570432e-14
+[2023-06-28 15:32:12,214] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:32:12,214 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:32:12,214] INFO in predict_qa_roberta: 2.0685866214398274e-11
+2023-06-28 15:32:12,214 - predict_qa_roberta - INFO - 2.0685866214398274e-11
+[2023-06-28 15:32:12,214] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:32:12,214 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:32:12,215] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '副本牌', 'safe_evaluate_4_sq_1.5': '副本牌', 'safe_evaluate_4_sq_1.6': '副本牌'}
+2023-06-28 15:32:12,215 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '副本牌', 'safe_evaluate_4_sq_1.5': '副本牌', 'safe_evaluate_4_sq_1.6': '副本牌'}
+10.0.2.130 - - [28/Jun/2023 15:32:12] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:32:16,471] INFO in predict_qa_roberta: 0.3098277747631073
+2023-06-28 15:32:16,471 - predict_qa_roberta - INFO - 0.3098277747631073
+[2023-06-28 15:32:16,472] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:32:16,472 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:32:16,472] INFO in predict_qa_roberta: 0.5746094584465027
+2023-06-28 15:32:16,472 - predict_qa_roberta - INFO - 0.5746094584465027
+[2023-06-28 15:32:16,472] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:32:16,472 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:32:16,473] INFO in predict_qa_roberta: 9.959120461644488e-07
+2023-06-28 15:32:16,473 - predict_qa_roberta - INFO - 9.959120461644488e-07
+[2023-06-28 15:32:16,473] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:32:16,473 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:32:16,473] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '建筑通积1830m', 'safe_evaluate_4_sq_7.2': '30', 'safe_evaluate_4_sq_7.3': '武汉市武卢区中南路8号'}
+2023-06-28 15:32:16,473 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '建筑通积1830m', 'safe_evaluate_4_sq_7.2': '30', 'safe_evaluate_4_sq_7.3': '武汉市武卢区中南路8号'}
+10.0.2.130 - - [28/Jun/2023 15:32:16] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:32:16,612] INFO in predict_qa_roberta: 0.4376699924468994
+2023-06-28 15:32:16,612 - predict_qa_roberta - INFO - 0.4376699924468994
+[2023-06-28 15:32:16,612] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:32:16,612 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:32:16,612] INFO in predict_qa_roberta: 0.052028946578502655
+2023-06-28 15:32:16,612 - predict_qa_roberta - INFO - 0.052028946578502655
+[2023-06-28 15:32:16,612] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:32:16,612 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:32:16,612] INFO in predict_qa_roberta: 0.029722366482019424
+2023-06-28 15:32:16,612 - predict_qa_roberta - INFO - 0.029722366482019424
+[2023-06-28 15:32:16,613] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:32:16,613 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:32:16,613] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市武吕区中南路8号', 'safe_evaluate_4_sq_1.1': '安康华安企科技发展有限责红公司', 'safe_evaluate_4_sq_1.2': '费红'}
+2023-06-28 15:32:16,613 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市武吕区中南路8号', 'safe_evaluate_4_sq_1.1': '安康华安企科技发展有限责红公司', 'safe_evaluate_4_sq_1.2': '费红'}
+10.0.2.130 - - [28/Jun/2023 15:32:16] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:32:16,827] INFO in predict_qa_roberta: 7.1486670749632e-12
+2023-06-28 15:32:16,827 - predict_qa_roberta - INFO - 7.1486670749632e-12
+[2023-06-28 15:32:16,828] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:32:16,828 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:32:16,828] INFO in predict_qa_roberta: 5.733494191570432e-14
+2023-06-28 15:32:16,828 - predict_qa_roberta - INFO - 5.733494191570432e-14
+[2023-06-28 15:32:16,829] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:32:16,829 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:32:16,829] INFO in predict_qa_roberta: 2.0685866214398274e-11
+2023-06-28 15:32:16,829 - predict_qa_roberta - INFO - 2.0685866214398274e-11
+[2023-06-28 15:32:16,829] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:32:16,829 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:32:16,830] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '副本牌', 'safe_evaluate_4_sq_1.5': '副本牌', 'safe_evaluate_4_sq_1.6': '副本牌'}
+2023-06-28 15:32:16,830 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '副本牌', 'safe_evaluate_4_sq_1.5': '副本牌', 'safe_evaluate_4_sq_1.6': '副本牌'}
+10.0.2.130 - - [28/Jun/2023 15:32:16] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:32:16,872] INFO in predict_qa_roberta: 1.1870446777763853e-15
+2023-06-28 15:32:16,872 - predict_qa_roberta - INFO - 1.1870446777763853e-15
+[2023-06-28 15:32:16,872] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:32:16,872 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:32:16,872] INFO in predict_qa_roberta: 1.6186432221488808e-15
+2023-06-28 15:32:16,872 - predict_qa_roberta - INFO - 1.6186432221488808e-15
+[2023-06-28 15:32:16,872] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:32:16,872 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:32:16,872] INFO in predict_qa_roberta: 7.779299665382211e-13
+2023-06-28 15:32:16,872 - predict_qa_roberta - INFO - 7.779299665382211e-13
+[2023-06-28 15:32:16,872] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:32:16,872 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:32:16,872] INFO in predict_qa_roberta: 2.7346939393302653e-15
+2023-06-28 15:32:16,872 - predict_qa_roberta - INFO - 2.7346939393302653e-15
+[2023-06-28 15:32:16,872] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:32:16,872 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:32:16,873] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '副本牌', 'safe_evaluate_4_sq_a1.2': '副本牌', 'a_common_social_credit_code': '副本牌', 'safe_evaluate_4_sq_a1.3': '副本牌'}
+2023-06-28 15:32:16,873 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '副本牌', 'safe_evaluate_4_sq_a1.2': '副本牌', 'a_common_social_credit_code': '副本牌', 'safe_evaluate_4_sq_a1.3': '副本牌'}
+10.0.2.130 - - [28/Jun/2023 15:32:16] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:32:19,210] INFO in predict_qa_roberta: 0.4376699924468994
+2023-06-28 15:32:19,210 - predict_qa_roberta - INFO - 0.4376699924468994
+[2023-06-28 15:32:19,210] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:32:19,210 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:32:19,210] INFO in predict_qa_roberta: 0.052028946578502655
+2023-06-28 15:32:19,210 - predict_qa_roberta - INFO - 0.052028946578502655
+[2023-06-28 15:32:19,211] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:32:19,211 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:32:19,211] INFO in predict_qa_roberta: 0.029722366482019424
+2023-06-28 15:32:19,211 - predict_qa_roberta - INFO - 0.029722366482019424
+[2023-06-28 15:32:19,211] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:32:19,211 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:32:19,211] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市武吕区中南路8号', 'safe_evaluate_4_sq_1.1': '安康华安企科技发展有限责红公司', 'safe_evaluate_4_sq_1.2': '费红'}
+2023-06-28 15:32:19,211 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市武吕区中南路8号', 'safe_evaluate_4_sq_1.1': '安康华安企科技发展有限责红公司', 'safe_evaluate_4_sq_1.2': '费红'}
+10.0.2.130 - - [28/Jun/2023 15:32:19] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:33:07,126] INFO in predict_qa_roberta: 0.00581051642075181
+2023-06-28 15:33:07,126 - predict_qa_roberta - INFO - 0.00581051642075181
+[2023-06-28 15:33:07,126] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:33:07,126 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:33:07,126] INFO in predict_qa_roberta: 3.9890368785933106e-11
+2023-06-28 15:33:07,126 - predict_qa_roberta - INFO - 3.9890368785933106e-11
+[2023-06-28 15:33:07,127] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:33:07,127 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:33:07,127] INFO in predict_qa_roberta: 1.9029496034494997e-10
+2023-06-28 15:33:07,127 - predict_qa_roberta - INFO - 1.9029496034494997e-10
+[2023-06-28 15:33:07,127] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:33:07,127 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:33:07,127] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '围型名类', 'safe_evaluate_4_sq_1.5': '成营住(≠)（00称围型名类', 'safe_evaluate_4_sq_1.6': '营住(≠)（00称围型名类'}
+2023-06-28 15:33:07,127 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '围型名类', 'safe_evaluate_4_sq_1.5': '成营住(≠)（00称围型名类', 'safe_evaluate_4_sq_1.6': '营住(≠)（00称围型名类'}
+10.0.2.130 - - [28/Jun/2023 15:33:07] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:33:08,263] INFO in predict_qa_roberta: 0.47653257846832275
+2023-06-28 15:33:08,263 - predict_qa_roberta - INFO - 0.47653257846832275
+[2023-06-28 15:33:08,263] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:33:08,263 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:33:08,264] INFO in predict_qa_roberta: 0.4356991648674011
+2023-06-28 15:33:08,264 - predict_qa_roberta - INFO - 0.4356991648674011
+[2023-06-28 15:33:08,264] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:33:08,264 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:33:08,264] INFO in predict_qa_roberta: 0.0032727194484323263
+2023-06-28 15:33:08,264 - predict_qa_roberta - INFO - 0.0032727194484323263
+[2023-06-28 15:33:08,265] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:33:08,265 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:33:08,265] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1646.17m', 'safe_evaluate_4_sq_7.2': '115.72 平方米', 'safe_evaluate_4_sq_7.3': '能够满足工作要求'}
+2023-06-28 15:33:08,265 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1646.17m', 'safe_evaluate_4_sq_7.2': '115.72 平方米', 'safe_evaluate_4_sq_7.3': '能够满足工作要求'}
+10.0.2.130 - - [28/Jun/2023 15:33:08] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:33:08,401] INFO in predict_qa_roberta: 0.8762973546981812
+2023-06-28 15:33:08,401 - predict_qa_roberta - INFO - 0.8762973546981812
+[2023-06-28 15:33:08,401] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:33:08,401 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:33:08,401] INFO in predict_qa_roberta: 0.9550802707672119
+2023-06-28 15:33:08,401 - predict_qa_roberta - INFO - 0.9550802707672119
+[2023-06-28 15:33:08,401] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:33:08,401 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:33:08,402] INFO in predict_qa_roberta: 0.913092851638794
+2023-06-28 15:33:08,402 - predict_qa_roberta - INFO - 0.913092851638794
+[2023-06-28 15:33:08,402] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:33:08,402 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:33:08,402] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市蔡甸区山街常福大街209号', 'safe_evaluate_4_sq_1.1': '湖北楚晖安全技术咨询有限公司', 'safe_evaluate_4_sq_1.2': '徐婷'}
+2023-06-28 15:33:08,402 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市蔡甸区山街常福大街209号', 'safe_evaluate_4_sq_1.1': '湖北楚晖安全技术咨询有限公司', 'safe_evaluate_4_sq_1.2': '徐婷'}
+10.0.2.130 - - [28/Jun/2023 15:33:08] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:33:08,455] INFO in predict_qa_roberta: 0.00581051642075181
+2023-06-28 15:33:08,455 - predict_qa_roberta - INFO - 0.00581051642075181
+[2023-06-28 15:33:08,455] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:33:08,455 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:33:08,455] INFO in predict_qa_roberta: 3.9890368785933106e-11
+2023-06-28 15:33:08,455 - predict_qa_roberta - INFO - 3.9890368785933106e-11
+[2023-06-28 15:33:08,456] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:33:08,456 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:33:08,456] INFO in predict_qa_roberta: 1.9029496034494997e-10
+2023-06-28 15:33:08,456 - predict_qa_roberta - INFO - 1.9029496034494997e-10
+[2023-06-28 15:33:08,456] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:33:08,456 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:33:08,456] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '围型名类', 'safe_evaluate_4_sq_1.5': '成营住(≠)（00称围型名类', 'safe_evaluate_4_sq_1.6': '营住(≠)（00称围型名类'}
+2023-06-28 15:33:08,456 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '围型名类', 'safe_evaluate_4_sq_1.5': '成营住(≠)（00称围型名类', 'safe_evaluate_4_sq_1.6': '营住(≠)（00称围型名类'}
+10.0.2.130 - - [28/Jun/2023 15:33:08] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:33:08,707] INFO in predict_qa_roberta: 7.9529476352036e-05
+2023-06-28 15:33:08,707 - predict_qa_roberta - INFO - 7.9529476352036e-05
+[2023-06-28 15:33:08,707] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:33:08,707 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:33:08,707] INFO in predict_qa_roberta: 1.5361651950485111e-09
+2023-06-28 15:33:08,707 - predict_qa_roberta - INFO - 1.5361651950485111e-09
+[2023-06-28 15:33:08,708] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:33:08,708 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:33:08,708] INFO in predict_qa_roberta: 0.00017616909462958574
+2023-06-28 15:33:08,708 - predict_qa_roberta - INFO - 0.00017616909462958574
+[2023-06-28 15:33:08,708] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:33:08,708 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:33:08,708] INFO in predict_qa_roberta: 3.0711235776692547e-09
+2023-06-28 15:33:08,708 - predict_qa_roberta - INFO - 3.0711235776692547e-09
+[2023-06-28 15:33:08,708] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:33:08,708 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:33:08,709] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '营住(≠)（00称围型名类', 'safe_evaluate_4_sq_a1.2': 'E6OR关机记本期所m', 'a_common_social_credit_code': 'E6OR', 'safe_evaluate_4_sq_a1.3': 'E6OR'}
+2023-06-28 15:33:08,709 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '营住(≠)（00称围型名类', 'safe_evaluate_4_sq_a1.2': 'E6OR关机记本期所m', 'a_common_social_credit_code': 'E6OR', 'safe_evaluate_4_sq_a1.3': 'E6OR'}
+10.0.2.130 - - [28/Jun/2023 15:33:08] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:33:09,295] INFO in predict_qa_roberta: 0.8762973546981812
+2023-06-28 15:33:09,295 - predict_qa_roberta - INFO - 0.8762973546981812
+[2023-06-28 15:33:09,295] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:33:09,295 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:33:09,295] INFO in predict_qa_roberta: 0.9550802707672119
+2023-06-28 15:33:09,295 - predict_qa_roberta - INFO - 0.9550802707672119
+[2023-06-28 15:33:09,296] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:33:09,296 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:33:09,296] INFO in predict_qa_roberta: 0.913092851638794
+2023-06-28 15:33:09,296 - predict_qa_roberta - INFO - 0.913092851638794
+[2023-06-28 15:33:09,296] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:33:09,296 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:33:09,296] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市蔡甸区山街常福大街209号', 'safe_evaluate_4_sq_1.1': '湖北楚晖安全技术咨询有限公司', 'safe_evaluate_4_sq_1.2': '徐婷'}
+2023-06-28 15:33:09,296 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市蔡甸区山街常福大街209号', 'safe_evaluate_4_sq_1.1': '湖北楚晖安全技术咨询有限公司', 'safe_evaluate_4_sq_1.2': '徐婷'}
+10.0.2.130 - - [28/Jun/2023 15:33:09] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:33:47,674] INFO in predict_qa_roberta: 6.697396770505293e-08
+2023-06-28 15:33:47,674 - predict_qa_roberta - INFO - 6.697396770505293e-08
+[2023-06-28 15:33:47,674] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:33:47,674 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:33:47,674] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '人民币1020729700'}
+2023-06-28 15:33:47,674 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '人民币1020729700'}
+10.0.2.130 - - [28/Jun/2023 15:33:47] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:33:49,861] INFO in predict_qa_roberta: 0.001656167907640338
+2023-06-28 15:33:49,861 - predict_qa_roberta - INFO - 0.001656167907640338
+[2023-06-28 15:33:49,862] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:33:49,862 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:33:49,862] INFO in predict_qa_roberta: 1.4273193738034706e-09
+2023-06-28 15:33:49,862 - predict_qa_roberta - INFO - 1.4273193738034706e-09
+[2023-06-28 15:33:49,862] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:33:49,862 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:33:49,863] INFO in predict_qa_roberta: 1.4781558377308102e-07
+2023-06-28 15:33:49,863 - predict_qa_roberta - INFO - 1.4781558377308102e-07
+[2023-06-28 15:33:49,863] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:33:49,863 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:33:49,863] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '类经', 'safe_evaluate_4_sq_1.5': '高件', 'safe_evaluate_4_sq_1.6': '2'}
+2023-06-28 15:33:49,863 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '类经', 'safe_evaluate_4_sq_1.5': '高件', 'safe_evaluate_4_sq_1.6': '2'}
+10.0.2.130 - - [28/Jun/2023 15:33:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:33:51,296] INFO in predict_qa_roberta: 6.996010541715503e-12
+2023-06-28 15:33:51,296 - predict_qa_roberta - INFO - 6.996010541715503e-12
+[2023-06-28 15:33:51,296] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:33:51,296 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:33:51,297] INFO in predict_qa_roberta: 2.4432590824650935e-13
+2023-06-28 15:33:51,297 - predict_qa_roberta - INFO - 2.4432590824650935e-13
+[2023-06-28 15:33:51,297] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:33:51,297 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:33:51,298] INFO in predict_qa_roberta: 2.904439533324421e-08
+2023-06-28 15:33:51,298 - predict_qa_roberta - INFO - 2.904439533324421e-08
+[2023-06-28 15:33:51,298] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:33:51,298 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:33:51,298] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '15 :5', 'safe_evaluate_4_sq_7.2': '20', 'safe_evaluate_4_sq_7.3': '12楼201'}
+2023-06-28 15:33:51,298 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '15 :5', 'safe_evaluate_4_sq_7.2': '20', 'safe_evaluate_4_sq_7.3': '12楼201'}
+10.0.2.130 - - [28/Jun/2023 15:33:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:33:51,710] INFO in predict_qa_roberta: 0.001656167907640338
+2023-06-28 15:33:51,710 - predict_qa_roberta - INFO - 0.001656167907640338
+[2023-06-28 15:33:51,710] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:33:51,710 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:33:51,710] INFO in predict_qa_roberta: 1.4273193738034706e-09
+2023-06-28 15:33:51,710 - predict_qa_roberta - INFO - 1.4273193738034706e-09
+[2023-06-28 15:33:51,710] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:33:51,710 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:33:51,711] INFO in predict_qa_roberta: 1.4781558377308102e-07
+2023-06-28 15:33:51,711 - predict_qa_roberta - INFO - 1.4781558377308102e-07
+[2023-06-28 15:33:51,711] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:33:51,711 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:33:51,711] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '类经', 'safe_evaluate_4_sq_1.5': '高件', 'safe_evaluate_4_sq_1.6': '2'}
+2023-06-28 15:33:51,711 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '类经', 'safe_evaluate_4_sq_1.5': '高件', 'safe_evaluate_4_sq_1.6': '2'}
+10.0.2.130 - - [28/Jun/2023 15:33:51] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:33:51,725] INFO in predict_qa_roberta: 0.1173090785741806
+2023-06-28 15:33:51,725 - predict_qa_roberta - INFO - 0.1173090785741806
+[2023-06-28 15:33:51,725] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:33:51,725 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:33:51,726] INFO in predict_qa_roberta: 0.9596065282821655
+2023-06-28 15:33:51,726 - predict_qa_roberta - INFO - 0.9596065282821655
+[2023-06-28 15:33:51,726] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:33:51,726 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:33:51,726] INFO in predict_qa_roberta: 0.7558953762054443
+2023-06-28 15:33:51,726 - predict_qa_roberta - INFO - 0.7558953762054443
+[2023-06-28 15:33:51,726] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:33:51,726 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:33:51,726] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.1': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.2': '黄银'}
+2023-06-28 15:33:51,726 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.1': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.2': '黄银'}
+10.0.2.130 - - [28/Jun/2023 15:33:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:33:52,351] INFO in predict_qa_roberta: 5.237424829829251e-06
+2023-06-28 15:33:52,351 - predict_qa_roberta - INFO - 5.237424829829251e-06
+[2023-06-28 15:33:52,351] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:33:52,351 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:33:52,351] INFO in predict_qa_roberta: 2.4454673841489694e-09
+2023-06-28 15:33:52,351 - predict_qa_roberta - INFO - 2.4454673841489694e-09
+[2023-06-28 15:33:52,351] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:33:52,351 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:33:52,351] INFO in predict_qa_roberta: 5.021483229228352e-09
+2023-06-28 15:33:52,351 - predict_qa_roberta - INFO - 5.021483229228352e-09
+[2023-06-28 15:33:52,351] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:33:52,351 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:33:52,351] INFO in predict_qa_roberta: 3.289328986966211e-08
+2023-06-28 15:33:52,351 - predict_qa_roberta - INFO - 3.289328986966211e-08
+[2023-06-28 15:33:52,351] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:33:52,351 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:33:52,351] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '营', 'safe_evaluate_4_sq_a1.2': '高', 'a_common_social_credit_code': '2', 'safe_evaluate_4_sq_a1.3': '2'}
+2023-06-28 15:33:52,351 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '营', 'safe_evaluate_4_sq_a1.2': '高', 'a_common_social_credit_code': '2', 'safe_evaluate_4_sq_a1.3': '2'}
+10.0.2.130 - - [28/Jun/2023 15:33:52] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:33:52,877] INFO in predict_qa_roberta: 0.1173090785741806
+2023-06-28 15:33:52,877 - predict_qa_roberta - INFO - 0.1173090785741806
+[2023-06-28 15:33:52,877] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:33:52,877 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:33:52,878] INFO in predict_qa_roberta: 0.9596065282821655
+2023-06-28 15:33:52,878 - predict_qa_roberta - INFO - 0.9596065282821655
+[2023-06-28 15:33:52,878] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:33:52,878 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:33:52,878] INFO in predict_qa_roberta: 0.7558953762054443
+2023-06-28 15:33:52,878 - predict_qa_roberta - INFO - 0.7558953762054443
+[2023-06-28 15:33:52,878] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:33:52,878 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:33:52,878] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.1': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.2': '黄银'}
+2023-06-28 15:33:52,878 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.1': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.2': '黄银'}
+10.0.2.130 - - [28/Jun/2023 15:33:52] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:34:40,686] INFO in predict_qa_roberta: 7.823081737967641e-09
+2023-06-28 15:34:40,686 - predict_qa_roberta - INFO - 7.823081737967641e-09
+[2023-06-28 15:34:40,686] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:34:40,686 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:34:40,686] INFO in predict_qa_roberta: 5.08928543752063e-09
+2023-06-28 15:34:40,686 - predict_qa_roberta - INFO - 5.08928543752063e-09
+[2023-06-28 15:34:40,687] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:34:40,687 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:34:40,687] INFO in predict_qa_roberta: 2.1948180517483706e-07
+2023-06-28 15:34:40,687 - predict_qa_roberta - INFO - 2.1948180517483706e-07
+[2023-06-28 15:34:40,687] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:34:40,687 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:34:40,687] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '民共利国', 'safe_evaluate_4_sq_1.5': '民共利国', 'safe_evaluate_4_sq_1.6': '911000042000028018年03月20日'}
+2023-06-28 15:34:40,687 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '民共利国', 'safe_evaluate_4_sq_1.5': '民共利国', 'safe_evaluate_4_sq_1.6': '911000042000028018年03月20日'}
+10.0.2.130 - - [28/Jun/2023 15:34:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:35:24,990] INFO in predict_qa_roberta: 0.0003292029141448438
+2023-06-28 15:35:24,990 - predict_qa_roberta - INFO - 0.0003292029141448438
+[2023-06-28 15:35:24,991] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:35:24,991 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:35:24,991] INFO in predict_qa_roberta: 0.3774063289165497
+2023-06-28 15:35:24,991 - predict_qa_roberta - INFO - 0.3774063289165497
+[2023-06-28 15:35:24,991] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:35:24,991 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:35:24,991] INFO in predict_qa_roberta: 5.718662432485644e-09
+2023-06-28 15:35:24,991 - predict_qa_roberta - INFO - 5.718662432485644e-09
+[2023-06-28 15:35:24,991] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:35:24,991 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:35:24,992] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1646.17销', 'safe_evaluate_4_sq_7.2': '50.52m²', 'safe_evaluate_4_sq_7.3': '42'}
+2023-06-28 15:35:24,992 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1646.17销', 'safe_evaluate_4_sq_7.2': '50.52m²', 'safe_evaluate_4_sq_7.3': '42'}
+10.0.2.130 - - [28/Jun/2023 15:35:24] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:35:39,856] INFO in predict_qa_roberta: 2.988396730074783e-08
+2023-06-28 15:35:39,856 - predict_qa_roberta - INFO - 2.988396730074783e-08
+[2023-06-28 15:35:39,856] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:35:39,856 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:35:39,856] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '存量房价值'}
+2023-06-28 15:35:39,856 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '存量房价值'}
+10.0.2.130 - - [28/Jun/2023 15:35:39] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:36:06,732] INFO in predict_qa_roberta: 0.43900325894355774
+2023-06-28 15:36:06,732 - predict_qa_roberta - INFO - 0.43900325894355774
+[2023-06-28 15:36:06,732] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:36:06,732 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:36:06,732] INFO in predict_qa_roberta: 5.8722758694784716e-05
+2023-06-28 15:36:06,732 - predict_qa_roberta - INFO - 5.8722758694784716e-05
+[2023-06-28 15:36:06,732] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:36:06,732 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:36:06,732] INFO in predict_qa_roberta: 7.453130734802471e-08
+2023-06-28 15:36:06,732 - predict_qa_roberta - INFO - 7.453130734802471e-08
+[2023-06-28 15:36:06,732] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:36:06,732 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:36:06,732] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '57.21平方米', 'safe_evaluate_4_sq_7.2': '232.44平方米', 'safe_evaluate_4_sq_7.3': '1'}
+2023-06-28 15:36:06,732 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '57.21平方米', 'safe_evaluate_4_sq_7.2': '232.44平方米', 'safe_evaluate_4_sq_7.3': '1'}
+10.0.2.130 - - [28/Jun/2023 15:36:06] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:36:15,688] INFO in predict_qa_roberta: 0.00959568377584219
+2023-06-28 15:36:15,688 - predict_qa_roberta - INFO - 0.00959568377584219
+[2023-06-28 15:36:15,689] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:36:15,689 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:36:15,689] INFO in predict_qa_roberta: 2.3516856799687957e-06
+2023-06-28 15:36:15,689 - predict_qa_roberta - INFO - 2.3516856799687957e-06
+[2023-06-28 15:36:15,689] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:36:15,689 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:36:15,689] INFO in predict_qa_roberta: 1.2097753021578228e-08
+2023-06-28 15:36:15,689 - predict_qa_roberta - INFO - 1.2097753021578228e-08
+[2023-06-28 15:36:15,689] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:36:15,689 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:36:15,690] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': 'I :4061:i:A8', 'safe_evaluate_4_sq_7.2': 'I :4061:i:A8', 'safe_evaluate_4_sq_7.3': '123科研设计用地划拨 0'}
+2023-06-28 15:36:15,690 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': 'I :4061:i:A8', 'safe_evaluate_4_sq_7.2': 'I :4061:i:A8', 'safe_evaluate_4_sq_7.3': '123科研设计用地划拨 0'}
+10.0.2.130 - - [28/Jun/2023 15:36:15] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:36:41,649] INFO in predict_qa_roberta: 2.996442560743162e-07
+2023-06-28 15:36:41,649 - predict_qa_roberta - INFO - 2.996442560743162e-07
+[2023-06-28 15:36:41,649] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:36:41,649 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:36:41,650] INFO in predict_qa_roberta: 2.7551689640858967e-07
+2023-06-28 15:36:41,650 - predict_qa_roberta - INFO - 2.7551689640858967e-07
+[2023-06-28 15:36:41,650] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:36:41,650 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:36:41,650] INFO in predict_qa_roberta: 4.019157131551765e-07
+2023-06-28 15:36:41,650 - predict_qa_roberta - INFO - 4.019157131551765e-07
+[2023-06-28 15:36:41,650] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:36:41,650 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:36:41,650] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '220.9平米', 'safe_evaluate_4_sq_7.2': '220.9平米', 'safe_evaluate_4_sq_7.3': '相关的规范要求'}
+2023-06-28 15:36:41,650 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '220.9平米', 'safe_evaluate_4_sq_7.2': '220.9平米', 'safe_evaluate_4_sq_7.3': '相关的规范要求'}
+10.0.2.130 - - [28/Jun/2023 15:36:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:37:23,797] INFO in predict_qa_roberta: 7.146430561988382e-06
+2023-06-28 15:37:23,797 - predict_qa_roberta - INFO - 7.146430561988382e-06
+[2023-06-28 15:37:23,798] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:37:23,798 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:37:23,798] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '原值'}
+2023-06-28 15:37:23,798 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '原值'}
+10.0.2.130 - - [28/Jun/2023 15:37:23] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:37:56,277] INFO in predict_qa_roberta: 0.0013793985126540065
+2023-06-28 15:37:56,277 - predict_qa_roberta - INFO - 0.0013793985126540065
+[2023-06-28 15:37:56,277] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:37:56,277 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:37:56,277] INFO in predict_qa_roberta: 0.9933685064315796
+2023-06-28 15:37:56,277 - predict_qa_roberta - INFO - 0.9933685064315796
+[2023-06-28 15:37:56,277] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:37:56,277 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:37:56,278] INFO in predict_qa_roberta: 0.4285779297351837
+2023-06-28 15:37:56,278 - predict_qa_roberta - INFO - 0.4285779297351837
+[2023-06-28 15:37:56,278] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:37:56,278 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:37:56,278] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+2023-06-28 15:37:56,278 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+10.0.2.130 - - [28/Jun/2023 15:37:56] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:38:47,407] INFO in predict_qa_roberta: 0.6446658372879028
+2023-06-28 15:38:47,407 - predict_qa_roberta - INFO - 0.6446658372879028
+[2023-06-28 15:38:47,408] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:38:47,408 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:38:47,408] INFO in predict_qa_roberta: 0.002869777148589492
+2023-06-28 15:38:47,408 - predict_qa_roberta - INFO - 0.002869777148589492
+[2023-06-28 15:38:47,408] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:38:47,408 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:38:47,409] INFO in predict_qa_roberta: 0.8788421154022217
+2023-06-28 15:38:47,409 - predict_qa_roberta - INFO - 0.8788421154022217
+[2023-06-28 15:38:47,409] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:38:47,409 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:38:47,409] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+2023-06-28 15:38:47,409 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+10.0.2.130 - - [28/Jun/2023 15:38:47] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:38:48,154] INFO in predict_qa_roberta: 0.6193960309028625
+2023-06-28 15:38:48,154 - predict_qa_roberta - INFO - 0.6193960309028625
+[2023-06-28 15:38:48,155] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:38:48,155 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:38:48,155] INFO in predict_qa_roberta: 0.8739433288574219
+2023-06-28 15:38:48,155 - predict_qa_roberta - INFO - 0.8739433288574219
+[2023-06-28 15:38:48,155] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:38:48,155 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:38:48,155] INFO in predict_qa_roberta: 5.708298431272851e-06
+2023-06-28 15:38:48,155 - predict_qa_roberta - INFO - 5.708298431272851e-06
+[2023-06-28 15:38:48,155] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:38:48,155 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:38:48,156] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '696. 09m²', 'safe_evaluate_4_sq_7.2': '100m²', 'safe_evaluate_4_sq_7.3': '0800000000207671'}
+2023-06-28 15:38:48,156 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '696. 09m²', 'safe_evaluate_4_sq_7.2': '100m²', 'safe_evaluate_4_sq_7.3': '0800000000207671'}
+10.0.2.130 - - [28/Jun/2023 15:38:48] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:38:48,206] INFO in predict_qa_roberta: 0.00018901220755651593
+2023-06-28 15:38:48,206 - predict_qa_roberta - INFO - 0.00018901220755651593
+[2023-06-28 15:38:48,206] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:38:48,206 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:38:48,207] INFO in predict_qa_roberta: 0.7846437096595764
+2023-06-28 15:38:48,207 - predict_qa_roberta - INFO - 0.7846437096595764
+[2023-06-28 15:38:48,207] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:38:48,207 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:38:48,207] INFO in predict_qa_roberta: 0.0010975470067933202
+2023-06-28 15:38:48,207 - predict_qa_roberta - INFO - 0.0010975470067933202
+[2023-06-28 15:38:48,207] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:38:48,207 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:38:48,207] INFO in predict_qa_roberta: 0.3939274549484253
+2023-06-28 15:38:48,207 - predict_qa_roberta - INFO - 0.3939274549484253
+[2023-06-28 15:38:48,207] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:38:48,207 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:38:48,207] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_a1.2': '林芳', 'a_common_social_credit_code': '国914201117612184776', 'safe_evaluate_4_sq_a1.3': '洪山区狮子街街张吴村1号楼14层'}
+2023-06-28 15:38:48,207 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_a1.2': '林芳', 'a_common_social_credit_code': '国914201117612184776', 'safe_evaluate_4_sq_a1.3': '洪山区狮子街街张吴村1号楼14层'}
+10.0.2.130 - - [28/Jun/2023 15:38:48] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:38:48,695] INFO in predict_qa_roberta: 0.0013793985126540065
+2023-06-28 15:38:48,695 - predict_qa_roberta - INFO - 0.0013793985126540065
+[2023-06-28 15:38:48,696] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:38:48,696 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:38:48,696] INFO in predict_qa_roberta: 0.9933685064315796
+2023-06-28 15:38:48,696 - predict_qa_roberta - INFO - 0.9933685064315796
+[2023-06-28 15:38:48,696] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:38:48,696 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:38:48,696] INFO in predict_qa_roberta: 0.4285779297351837
+2023-06-28 15:38:48,696 - predict_qa_roberta - INFO - 0.4285779297351837
+[2023-06-28 15:38:48,696] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:38:48,696 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:38:48,696] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+2023-06-28 15:38:48,696 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.5': '林芳', 'safe_evaluate_4_sq_1.6': '洪山区狮子街街张吴村号楼14层'}
+10.0.2.130 - - [28/Jun/2023 15:38:48] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:39:13,079] INFO in predict_qa_roberta: 0.04148951917886734
+2023-06-28 15:39:13,079 - predict_qa_roberta - INFO - 0.04148951917886734
+[2023-06-28 15:39:13,079] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:39:13,079 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:39:13,080] INFO in predict_qa_roberta: 1.4213411060636817e-14
+2023-06-28 15:39:13,080 - predict_qa_roberta - INFO - 1.4213411060636817e-14
+[2023-06-28 15:39:13,081] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:39:13,081 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:39:13,081] INFO in predict_qa_roberta: 3.118161728821178e-08
+2023-06-28 15:39:13,081 - predict_qa_roberta - INFO - 3.118161728821178e-08
+[2023-06-28 15:39:13,081] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:39:13,081 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:39:13,081] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '称', 'safe_evaluate_4_sq_1.5': '，统上', 'safe_evaluate_4_sq_1.6': '住专'}
+2023-06-28 15:39:13,081 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '称', 'safe_evaluate_4_sq_1.5': '，统上', 'safe_evaluate_4_sq_1.6': '住专'}
+10.0.2.130 - - [28/Jun/2023 15:39:13] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:39:19,375] INFO in predict_qa_roberta: 0.5188491344451904
+2023-06-28 15:39:19,375 - predict_qa_roberta - INFO - 0.5188491344451904
+[2023-06-28 15:39:19,376] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:39:19,376 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:39:19,376] INFO in predict_qa_roberta: 0.8116648197174072
+2023-06-28 15:39:19,376 - predict_qa_roberta - INFO - 0.8116648197174072
+[2023-06-28 15:39:19,376] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:39:19,376 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:39:19,377] INFO in predict_qa_roberta: 8.997392797027715e-06
+2023-06-28 15:39:19,377 - predict_qa_roberta - INFO - 8.997392797027715e-06
+[2023-06-28 15:39:19,377] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:39:19,377 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:39:19,377] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1046. 31 m', 'safe_evaluate_4_sq_7.2': '103 m', 'safe_evaluate_4_sq_7.3': '0800000000306417否'}
+2023-06-28 15:39:19,377 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1046. 31 m', 'safe_evaluate_4_sq_7.2': '103 m', 'safe_evaluate_4_sq_7.3': '0800000000306417否'}
+10.0.2.130 - - [28/Jun/2023 15:39:19] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:39:20,069] INFO in predict_qa_roberta: 0.0021666630636900663
+2023-06-28 15:39:20,069 - predict_qa_roberta - INFO - 0.0021666630636900663
+[2023-06-28 15:39:20,070] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:39:20,070 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:39:20,070] INFO in predict_qa_roberta: 0.010324417613446712
+2023-06-28 15:39:20,070 - predict_qa_roberta - INFO - 0.010324417613446712
+[2023-06-28 15:39:20,070] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:39:20,070 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:39:20,070] INFO in predict_qa_roberta: 0.89913409948349
+2023-06-28 15:39:20,070 - predict_qa_roberta - INFO - 0.89913409948349
+[2023-06-28 15:39:20,070] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:39:20,070 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:39:20,070] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '二七街航天商务广场A座1413', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+2023-06-28 15:39:20,070 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '二七街航天商务广场A座1413', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+10.0.2.130 - - [28/Jun/2023 15:39:20] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:39:20,111] INFO in predict_qa_roberta: 0.04148951917886734
+2023-06-28 15:39:20,111 - predict_qa_roberta - INFO - 0.04148951917886734
+[2023-06-28 15:39:20,112] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:39:20,112 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:39:20,113] INFO in predict_qa_roberta: 1.4213411060636817e-14
+2023-06-28 15:39:20,113 - predict_qa_roberta - INFO - 1.4213411060636817e-14
+[2023-06-28 15:39:20,113] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:39:20,113 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:39:20,114] INFO in predict_qa_roberta: 3.118161728821178e-08
+2023-06-28 15:39:20,114 - predict_qa_roberta - INFO - 3.118161728821178e-08
+[2023-06-28 15:39:20,114] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:39:20,114 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:39:20,114] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '称', 'safe_evaluate_4_sq_1.5': '，统上', 'safe_evaluate_4_sq_1.6': '住专'}
+2023-06-28 15:39:20,114 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '称', 'safe_evaluate_4_sq_1.5': '，统上', 'safe_evaluate_4_sq_1.6': '住专'}
+10.0.2.130 - - [28/Jun/2023 15:39:20] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:39:20,738] INFO in predict_qa_roberta: 7.613537036377238e-07
+2023-06-28 15:39:20,738 - predict_qa_roberta - INFO - 7.613537036377238e-07
+[2023-06-28 15:39:20,739] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:39:20,739 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:39:20,741] INFO in predict_qa_roberta: 2.137281508458183e-13
+2023-06-28 15:39:20,741 - predict_qa_roberta - INFO - 2.137281508458183e-13
+[2023-06-28 15:39:20,742] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:39:20,742 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:39:20,742] INFO in predict_qa_roberta: 0.2610400319099426
+2023-06-28 15:39:20,742 - predict_qa_roberta - INFO - 0.2610400319099426
+[2023-06-28 15:39:20,743] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:39:20,743 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:39:20,743] INFO in predict_qa_roberta: 2.0324477656430417e-09
+2023-06-28 15:39:20,743 - predict_qa_roberta - INFO - 2.0324477656430417e-09
+[2023-06-28 15:39:20,743] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:39:20,743 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:39:20,744] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '称名', 'safe_evaluate_4_sq_a1.2': '，统上上E要', 'a_common_social_credit_code': '6107', 'safe_evaluate_4_sq_a1.3': '#6107星室迎所州住专'}
+2023-06-28 15:39:20,744 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '称名', 'safe_evaluate_4_sq_a1.2': '，统上上E要', 'a_common_social_credit_code': '6107', 'safe_evaluate_4_sq_a1.3': '#6107星室迎所州住专'}
+10.0.2.130 - - [28/Jun/2023 15:39:20] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:39:24,234] INFO in predict_qa_roberta: 0.6446658372879028
+2023-06-28 15:39:24,234 - predict_qa_roberta - INFO - 0.6446658372879028
+[2023-06-28 15:39:24,234] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:39:24,234 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:39:24,235] INFO in predict_qa_roberta: 0.002869777148589492
+2023-06-28 15:39:24,235 - predict_qa_roberta - INFO - 0.002869777148589492
+[2023-06-28 15:39:24,235] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:39:24,235 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:39:24,235] INFO in predict_qa_roberta: 0.8788421154022217
+2023-06-28 15:39:24,235 - predict_qa_roberta - INFO - 0.8788421154022217
+[2023-06-28 15:39:24,236] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:39:24,236 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:39:24,236] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+2023-06-28 15:39:24,236 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖南路南湖大厦14层', 'safe_evaluate_4_sq_1.1': '汉兴业安全技术服务有限责任公司', 'safe_evaluate_4_sq_1.2': '林芳'}
+10.0.2.130 - - [28/Jun/2023 15:39:24] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:39:24,542] INFO in predict_qa_roberta: 0.0021666630636900663
+2023-06-28 15:39:24,542 - predict_qa_roberta - INFO - 0.0021666630636900663
+[2023-06-28 15:39:24,543] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:39:24,543 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:39:24,543] INFO in predict_qa_roberta: 0.010324417613446712
+2023-06-28 15:39:24,543 - predict_qa_roberta - INFO - 0.010324417613446712
+[2023-06-28 15:39:24,543] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:39:24,543 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:39:24,543] INFO in predict_qa_roberta: 0.89913409948349
+2023-06-28 15:39:24,543 - predict_qa_roberta - INFO - 0.89913409948349
+[2023-06-28 15:39:24,543] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:39:24,543 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:39:24,543] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '二七街航天商务广场A座1413', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+2023-06-28 15:39:24,543 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '二七街航天商务广场A座1413', 'safe_evaluate_4_sq_1.1': '湖北聚平注册安全工程师事务所', 'safe_evaluate_4_sq_1.2': '赵婉平'}
+10.0.2.130 - - [28/Jun/2023 15:39:24] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:39:30,738] INFO in predict_qa_roberta: 4.653851283364929e-05
+2023-06-28 15:39:30,738 - predict_qa_roberta - INFO - 4.653851283364929e-05
+[2023-06-28 15:39:30,739] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:39:30,739 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:39:30,739] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '100万元100.00'}
+2023-06-28 15:39:30,739 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '100万元100.00'}
+10.0.2.130 - - [28/Jun/2023 15:39:30] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:39:58,739] INFO in predict_qa_roberta: 0.0024932418018579483
+2023-06-28 15:39:58,739 - predict_qa_roberta - INFO - 0.0024932418018579483
+[2023-06-28 15:39:58,740] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:39:58,740 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:39:58,740] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '电子设备'}
+2023-06-28 15:39:58,740 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '电子设备'}
+10.0.2.130 - - [28/Jun/2023 15:39:58] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:40:10,104] INFO in predict_qa_roberta: 0.029144013300538063
+2023-06-28 15:40:10,104 - predict_qa_roberta - INFO - 0.029144013300538063
+[2023-06-28 15:40:10,105] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:40:10,105 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:40:10,105] INFO in predict_qa_roberta: 8.129068529427741e-10
+2023-06-28 15:40:10,105 - predict_qa_roberta - INFO - 8.129068529427741e-10
+[2023-06-28 15:40:10,105] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:40:10,105 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:40:10,105] INFO in predict_qa_roberta: 7.934008863230702e-06
+2023-06-28 15:40:10,105 - predict_qa_roberta - INFO - 7.934008863230702e-06
+[2023-06-28 15:40:10,105] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:40:10,105 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:40:10,105] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '中车所', 'safe_evaluate_4_sq_1.6': '中车所'}
+2023-06-28 15:40:10,105 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '中车所', 'safe_evaluate_4_sq_1.6': '中车所'}
+10.0.2.130 - - [28/Jun/2023 15:40:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:40:11,472] INFO in predict_qa_roberta: 0.9241366982460022
+2023-06-28 15:40:11,472 - predict_qa_roberta - INFO - 0.9241366982460022
+[2023-06-28 15:40:11,473] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:40:11,473 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:40:11,473] INFO in predict_qa_roberta: 0.5414432883262634
+2023-06-28 15:40:11,473 - predict_qa_roberta - INFO - 0.5414432883262634
+[2023-06-28 15:40:11,474] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:40:11,474 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:40:11,474] INFO in predict_qa_roberta: 8.334262702192063e-07
+2023-06-28 15:40:11,474 - predict_qa_roberta - INFO - 8.334262702192063e-07
+[2023-06-28 15:40:11,474] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:40:11,474 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:40:11,474] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1018m', 'safe_evaluate_4_sq_7.2': '102m', 'safe_evaluate_4_sq_7.3': '11'}
+2023-06-28 15:40:11,474 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1018m', 'safe_evaluate_4_sq_7.2': '102m', 'safe_evaluate_4_sq_7.3': '11'}
+10.0.2.130 - - [28/Jun/2023 15:40:11] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:40:11,757] INFO in predict_qa_roberta: 0.00667937146499753
+2023-06-28 15:40:11,757 - predict_qa_roberta - INFO - 0.00667937146499753
+[2023-06-28 15:40:11,757] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:40:11,757 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:40:11,757] INFO in predict_qa_roberta: 0.9904417991638184
+2023-06-28 15:40:11,757 - predict_qa_roberta - INFO - 0.9904417991638184
+[2023-06-28 15:40:11,757] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:40:11,757 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:40:11,757] INFO in predict_qa_roberta: 0.9849511384963989
+2023-06-28 15:40:11,757 - predict_qa_roberta - INFO - 0.9849511384963989
+[2023-06-28 15:40:11,757] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:40:11,757 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:40:11,757] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武昌区洪山路78号', 'safe_evaluate_4_sq_1.1': '武汉恒泰弘安安全科技有限公司', 'safe_evaluate_4_sq_1.2': '马俊兰'}
+2023-06-28 15:40:11,757 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武昌区洪山路78号', 'safe_evaluate_4_sq_1.1': '武汉恒泰弘安安全科技有限公司', 'safe_evaluate_4_sq_1.2': '马俊兰'}
+10.0.2.130 - - [28/Jun/2023 15:40:11] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:40:11,763] INFO in predict_qa_roberta: 0.029144013300538063
+2023-06-28 15:40:11,763 - predict_qa_roberta - INFO - 0.029144013300538063
+[2023-06-28 15:40:11,763] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:40:11,763 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:40:11,763] INFO in predict_qa_roberta: 8.129068529427741e-10
+2023-06-28 15:40:11,763 - predict_qa_roberta - INFO - 8.129068529427741e-10
+[2023-06-28 15:40:11,763] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:40:11,763 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:40:11,763] INFO in predict_qa_roberta: 7.934008863230702e-06
+2023-06-28 15:40:11,763 - predict_qa_roberta - INFO - 7.934008863230702e-06
+[2023-06-28 15:40:11,763] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:40:11,763 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:40:11,763] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '中车所', 'safe_evaluate_4_sq_1.6': '中车所'}
+2023-06-28 15:40:11,763 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '中车所', 'safe_evaluate_4_sq_1.6': '中车所'}
+10.0.2.130 - - [28/Jun/2023 15:40:11] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:40:12,229] INFO in predict_qa_roberta: 0.25345346331596375
+2023-06-28 15:40:12,229 - predict_qa_roberta - INFO - 0.25345346331596375
+[2023-06-28 15:40:12,229] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:40:12,229 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:40:12,229] INFO in predict_qa_roberta: 0.012227791361510754
+2023-06-28 15:40:12,229 - predict_qa_roberta - INFO - 0.012227791361510754
+[2023-06-28 15:40:12,230] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:40:12,230 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:40:12,230] INFO in predict_qa_roberta: 1.1301093763904646e-05
+2023-06-28 15:40:12,230 - predict_qa_roberta - INFO - 1.1301093763904646e-05
+[2023-06-28 15:40:12,230] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:40:12,230 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:40:12,230] INFO in predict_qa_roberta: 0.01565662957727909
+2023-06-28 15:40:12,230 - predict_qa_roberta - INFO - 0.01565662957727909
+[2023-06-28 15:40:12,230] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:40:12,230 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:40:12,230] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '企业', 'safe_evaluate_4_sq_a1.2': '关记中车所', 'a_common_social_credit_code': 'TOANN', 'safe_evaluate_4_sq_a1.3': '企业营业执照二H月年关记中车所'}
+2023-06-28 15:40:12,230 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '企业', 'safe_evaluate_4_sq_a1.2': '关记中车所', 'a_common_social_credit_code': 'TOANN', 'safe_evaluate_4_sq_a1.3': '企业营业执照二H月年关记中车所'}
+10.0.2.130 - - [28/Jun/2023 15:40:12] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:40:12,883] INFO in predict_qa_roberta: 0.00667937146499753
+2023-06-28 15:40:12,883 - predict_qa_roberta - INFO - 0.00667937146499753
+[2023-06-28 15:40:12,884] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:40:12,884 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:40:12,884] INFO in predict_qa_roberta: 0.9904417991638184
+2023-06-28 15:40:12,884 - predict_qa_roberta - INFO - 0.9904417991638184
+[2023-06-28 15:40:12,884] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:40:12,884 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:40:12,884] INFO in predict_qa_roberta: 0.9849511384963989
+2023-06-28 15:40:12,884 - predict_qa_roberta - INFO - 0.9849511384963989
+[2023-06-28 15:40:12,884] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:40:12,884 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:40:12,884] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武昌区洪山路78号', 'safe_evaluate_4_sq_1.1': '武汉恒泰弘安安全科技有限公司', 'safe_evaluate_4_sq_1.2': '马俊兰'}
+2023-06-28 15:40:12,884 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武昌区洪山路78号', 'safe_evaluate_4_sq_1.1': '武汉恒泰弘安安全科技有限公司', 'safe_evaluate_4_sq_1.2': '马俊兰'}
+10.0.2.130 - - [28/Jun/2023 15:40:12] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:41:46,629] INFO in predict_qa_roberta: 0.23697596788406372
+2023-06-28 15:41:46,629 - predict_qa_roberta - INFO - 0.23697596788406372
+[2023-06-28 15:41:46,629] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:41:46,629 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:41:46,629] INFO in predict_qa_roberta: 0.7628077864646912
+2023-06-28 15:41:46,629 - predict_qa_roberta - INFO - 0.7628077864646912
+[2023-06-28 15:41:46,630] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:41:46,630 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:41:46,630] INFO in predict_qa_roberta: 3.5476651305543783e-07
+2023-06-28 15:41:46,630 - predict_qa_roberta - INFO - 3.5476651305543783e-07
+[2023-06-28 15:41:46,630] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:41:46,630 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:41:46,630] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '207-84米米', 'safe_evaluate_4_sq_7.2': '135134.2', 'safe_evaluate_4_sq_7.3': '13387679412'}
+2023-06-28 15:41:46,630 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '207-84米米', 'safe_evaluate_4_sq_7.2': '135134.2', 'safe_evaluate_4_sq_7.3': '13387679412'}
+10.0.2.130 - - [28/Jun/2023 15:41:46] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:41:55,471] INFO in predict_qa_roberta: 0.021167416125535965
+2023-06-28 15:41:55,471 - predict_qa_roberta - INFO - 0.021167416125535965
+[2023-06-28 15:41:55,472] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:41:55,472 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:41:55,472] INFO in predict_qa_roberta: 0.8775692582130432
+2023-06-28 15:41:55,472 - predict_qa_roberta - INFO - 0.8775692582130432
+[2023-06-28 15:41:55,472] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:41:55,472 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:41:55,473] INFO in predict_qa_roberta: 2.4433936118839483e-07
+2023-06-28 15:41:55,473 - predict_qa_roberta - INFO - 2.4433936118839483e-07
+[2023-06-28 15:41:55,473] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:41:55,473 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:41:55,473] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1260平方米', 'safe_evaluate_4_sq_7.2': '110平万', 'safe_evaluate_4_sq_7.3': '设备管理'}
+2023-06-28 15:41:55,473 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1260平方米', 'safe_evaluate_4_sq_7.2': '110平万', 'safe_evaluate_4_sq_7.3': '设备管理'}
+10.0.2.130 - - [28/Jun/2023 15:41:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:41:59,659] INFO in predict_qa_roberta: 0.8062610626220703
+2023-06-28 15:41:59,659 - predict_qa_roberta - INFO - 0.8062610626220703
+[2023-06-28 15:41:59,660] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:41:59,660 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:41:59,660] INFO in predict_qa_roberta: 0.02563626505434513
+2023-06-28 15:41:59,660 - predict_qa_roberta - INFO - 0.02563626505434513
+[2023-06-28 15:41:59,660] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:41:59,660 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:41:59,660] INFO in predict_qa_roberta: 1.0773790393159288e-07
+2023-06-28 15:41:59,660 - predict_qa_roberta - INFO - 1.0773790393159288e-07
+[2023-06-28 15:41:59,660] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:41:59,660 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:41:59,661] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '352平方米', 'safe_evaluate_4_sq_7.2': '102平方米', 'safe_evaluate_4_sq_7.3': '甲乙双方经平等协商'}
+2023-06-28 15:41:59,661 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '352平方米', 'safe_evaluate_4_sq_7.2': '102平方米', 'safe_evaluate_4_sq_7.3': '甲乙双方经平等协商'}
+10.0.2.130 - - [28/Jun/2023 15:41:59] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:42:03,686] INFO in predict_qa_roberta: 0.304703950881958
+2023-06-28 15:42:03,686 - predict_qa_roberta - INFO - 0.304703950881958
+[2023-06-28 15:42:03,687] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:42:03,687 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:42:03,687] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '仪器设备'}
+2023-06-28 15:42:03,687 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '仪器设备'}
+10.0.2.130 - - [28/Jun/2023 15:42:03] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:42:40,185] INFO in predict_qa_roberta: 1.7947137166629545e-05
+2023-06-28 15:42:40,185 - predict_qa_roberta - INFO - 1.7947137166629545e-05
+[2023-06-28 15:42:40,186] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:42:40,186 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:42:40,186] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '23000'}
+2023-06-28 15:42:40,186 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '23000'}
+10.0.2.130 - - [28/Jun/2023 15:42:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:43:20,368] INFO in predict_qa_roberta: 1.9447121303528547e-05
+2023-06-28 15:43:20,368 - predict_qa_roberta - INFO - 1.9447121303528547e-05
+[2023-06-28 15:43:20,369] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:43:20,369 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:43:20,369] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '122.472'}
+2023-06-28 15:43:20,369 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '122.472'}
+10.0.2.130 - - [28/Jun/2023 15:43:20] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:43:35,440] INFO in predict_qa_roberta: 0.0011501964181661606
+2023-06-28 15:43:35,440 - predict_qa_roberta - INFO - 0.0011501964181661606
+[2023-06-28 15:43:35,440] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:43:35,440 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:43:35,441] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': 'Y218,865.50￥171,010.32'}
+2023-06-28 15:43:35,441 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': 'Y218,865.50￥171,010.32'}
+10.0.2.130 - - [28/Jun/2023 15:43:35] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:43:49,393] INFO in predict_qa_roberta: 0.002319957362487912
+2023-06-28 15:43:49,393 - predict_qa_roberta - INFO - 0.002319957362487912
+[2023-06-28 15:43:49,393] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:43:49,393 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:43:49,393] INFO in predict_qa_roberta: 0.7355140447616577
+2023-06-28 15:43:49,393 - predict_qa_roberta - INFO - 0.7355140447616577
+[2023-06-28 15:43:49,393] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:43:49,393 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:43:49,393] INFO in predict_qa_roberta: 0.8969273567199707
+2023-06-28 15:43:49,393 - predict_qa_roberta - INFO - 0.8969273567199707
+[2023-06-28 15:43:49,394] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:43:49,394 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:43:49,394] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '全科技研究与运用', 'safe_evaluate_4_sq_1.5': '王先华', 'safe_evaluate_4_sq_1.6': '武汉市青山区和平大道1241号'}
+2023-06-28 15:43:49,394 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '全科技研究与运用', 'safe_evaluate_4_sq_1.5': '王先华', 'safe_evaluate_4_sq_1.6': '武汉市青山区和平大道1241号'}
+10.0.2.130 - - [28/Jun/2023 15:43:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:44:25,906] INFO in predict_qa_roberta: 0.1713826060295105
+2023-06-28 15:44:25,906 - predict_qa_roberta - INFO - 0.1713826060295105
+[2023-06-28 15:44:25,906] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:44:25,906 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:44:25,907] INFO in predict_qa_roberta: 0.8210409879684448
+2023-06-28 15:44:25,907 - predict_qa_roberta - INFO - 0.8210409879684448
+[2023-06-28 15:44:25,907] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:44:25,907 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:44:25,907] INFO in predict_qa_roberta: 0.02018255926668644
+2023-06-28 15:44:25,907 - predict_qa_roberta - INFO - 0.02018255926668644
+[2023-06-28 15:44:25,907] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:44:25,907 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:44:25,907] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '潮北阳商拉', 'safe_evaluate_4_sq_1.5': '刘业明', 'safe_evaluate_4_sq_1.6': 't武路岛号'}
+2023-06-28 15:44:25,907 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '潮北阳商拉', 'safe_evaluate_4_sq_1.5': '刘业明', 'safe_evaluate_4_sq_1.6': 't武路岛号'}
+10.0.2.130 - - [28/Jun/2023 15:44:25] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:44:37,071] INFO in predict_qa_roberta: 0.9743224382400513
+2023-06-28 15:44:37,071 - predict_qa_roberta - INFO - 0.9743224382400513
+[2023-06-28 15:44:37,072] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:44:37,072 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:44:37,072] INFO in predict_qa_roberta: 0.9517630934715271
+2023-06-28 15:44:37,072 - predict_qa_roberta - INFO - 0.9517630934715271
+[2023-06-28 15:44:37,072] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:44:37,072 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:44:37,072] INFO in predict_qa_roberta: 4.930666818836471e-06
+2023-06-28 15:44:37,072 - predict_qa_roberta - INFO - 4.930666818836471e-06
+[2023-06-28 15:44:37,073] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:44:37,073 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:44:37,073] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1800平方米', 'safe_evaluate_4_sq_7.2': '110平方米', 'safe_evaluate_4_sq_7.3': '91420106789328299U'}
+2023-06-28 15:44:37,073 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1800平方米', 'safe_evaluate_4_sq_7.2': '110平方米', 'safe_evaluate_4_sq_7.3': '91420106789328299U'}
+10.0.2.130 - - [28/Jun/2023 15:44:37] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:44:37,431] INFO in predict_qa_roberta: 0.001648414647206664
+2023-06-28 15:44:37,431 - predict_qa_roberta - INFO - 0.001648414647206664
+[2023-06-28 15:44:37,432] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:44:37,432 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:44:37,432] INFO in predict_qa_roberta: 0.9697205424308777
+2023-06-28 15:44:37,432 - predict_qa_roberta - INFO - 0.9697205424308777
+[2023-06-28 15:44:37,432] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:44:37,432 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:44:37,432] INFO in predict_qa_roberta: 0.8363973498344421
+2023-06-28 15:44:37,432 - predict_qa_roberta - INFO - 0.8363973498344421
+[2023-06-28 15:44:37,433] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:44:37,433 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:44:37,434] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武区武路路142号中南国际域D路', 'safe_evaluate_4_sq_1.1': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.2': '刘照航'}
+2023-06-28 15:44:37,434 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武区武路路142号中南国际域D路', 'safe_evaluate_4_sq_1.1': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.2': '刘照航'}
+10.0.2.130 - - [28/Jun/2023 15:44:37] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:44:38,080] INFO in predict_qa_roberta: 0.1713826060295105
+2023-06-28 15:44:38,080 - predict_qa_roberta - INFO - 0.1713826060295105
+[2023-06-28 15:44:38,081] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:44:38,081 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:44:38,082] INFO in predict_qa_roberta: 0.8210409879684448
+2023-06-28 15:44:38,082 - predict_qa_roberta - INFO - 0.8210409879684448
+[2023-06-28 15:44:38,082] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:44:38,082 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:44:38,084] INFO in predict_qa_roberta: 0.02018255926668644
+2023-06-28 15:44:38,084 - predict_qa_roberta - INFO - 0.02018255926668644
+[2023-06-28 15:44:38,084] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:44:38,084 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:44:38,085] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '潮北阳商拉', 'safe_evaluate_4_sq_1.5': '刘业明', 'safe_evaluate_4_sq_1.6': 't武路岛号'}
+2023-06-28 15:44:38,085 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '潮北阳商拉', 'safe_evaluate_4_sq_1.5': '刘业明', 'safe_evaluate_4_sq_1.6': 't武路岛号'}
+10.0.2.130 - - [28/Jun/2023 15:44:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:44:38,533] INFO in predict_qa_roberta: 0.480953186750412
+2023-06-28 15:44:38,533 - predict_qa_roberta - INFO - 0.480953186750412
+[2023-06-28 15:44:38,534] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:44:38,534 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:44:38,535] INFO in predict_qa_roberta: 0.8326268792152405
+2023-06-28 15:44:38,535 - predict_qa_roberta - INFO - 0.8326268792152405
+[2023-06-28 15:44:38,535] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:44:38,535 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:44:38,535] INFO in predict_qa_roberta: 0.9153009653091431
+2023-06-28 15:44:38,535 - predict_qa_roberta - INFO - 0.9153009653091431
+[2023-06-28 15:44:38,536] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:44:38,536 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:44:38,536] INFO in predict_qa_roberta: 0.0375409871339798
+2023-06-28 15:44:38,536 - predict_qa_roberta - INFO - 0.0375409871339798
+[2023-06-28 15:44:38,537] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:44:38,537 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:44:38,537] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '潮北阳商拉', 'safe_evaluate_4_sq_a1.2': '刘业明', 'a_common_social_credit_code': 'C', 'safe_evaluate_4_sq_a1.3': 't武路岛号'}
+2023-06-28 15:44:38,537 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '潮北阳商拉', 'safe_evaluate_4_sq_a1.2': '刘业明', 'a_common_social_credit_code': 'C', 'safe_evaluate_4_sq_a1.3': 't武路岛号'}
+10.0.2.130 - - [28/Jun/2023 15:44:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:44:46,494] INFO in predict_qa_roberta: 7.559839865223239e-09
+2023-06-28 15:44:46,494 - predict_qa_roberta - INFO - 7.559839865223239e-09
+[2023-06-28 15:44:46,496] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:44:46,496 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:44:46,496] INFO in predict_qa_roberta: 2.7343624326575666e-12
+2023-06-28 15:44:46,496 - predict_qa_roberta - INFO - 2.7343624326575666e-12
+[2023-06-28 15:44:46,497] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:44:46,497 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:44:46,498] INFO in predict_qa_roberta: 1.275129051236945e-07
+2023-06-28 15:44:46,498 - predict_qa_roberta - INFO - 1.275129051236945e-07
+[2023-06-28 15:44:46,498] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:44:46,498 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:44:46,498] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_1.5': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_1.6': '宜吕市西陵区西湖路25（A栋）'}
+2023-06-28 15:44:46,498 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_1.5': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_1.6': '宜吕市西陵区西湖路25（A栋）'}
+10.0.2.130 - - [28/Jun/2023 15:44:46] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:44:47,851] INFO in predict_qa_roberta: 0.001648414647206664
+2023-06-28 15:44:47,851 - predict_qa_roberta - INFO - 0.001648414647206664
+[2023-06-28 15:44:47,852] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:44:47,852 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:44:47,852] INFO in predict_qa_roberta: 0.9697205424308777
+2023-06-28 15:44:47,852 - predict_qa_roberta - INFO - 0.9697205424308777
+[2023-06-28 15:44:47,852] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:44:47,852 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:44:47,852] INFO in predict_qa_roberta: 0.8363973498344421
+2023-06-28 15:44:47,852 - predict_qa_roberta - INFO - 0.8363973498344421
+[2023-06-28 15:44:47,852] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:44:47,852 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:44:47,853] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武区武路路142号中南国际域D路', 'safe_evaluate_4_sq_1.1': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.2': '刘照航'}
+2023-06-28 15:44:47,853 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武区武路路142号中南国际域D路', 'safe_evaluate_4_sq_1.1': '湖北四海同方技术股份有限公司', 'safe_evaluate_4_sq_1.2': '刘照航'}
+10.0.2.130 - - [28/Jun/2023 15:44:47] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:44:49,634] INFO in predict_qa_roberta: 0.5450521111488342
+2023-06-28 15:44:49,634 - predict_qa_roberta - INFO - 0.5450521111488342
+[2023-06-28 15:44:49,635] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:44:49,635 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:44:49,635] INFO in predict_qa_roberta: 0.415667861700058
+2023-06-28 15:44:49,635 - predict_qa_roberta - INFO - 0.415667861700058
+[2023-06-28 15:44:49,635] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:44:49,635 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:44:49,635] INFO in predict_qa_roberta: 8.94093591341516e-06
+2023-06-28 15:44:49,635 - predict_qa_roberta - INFO - 8.94093591341516e-06
+[2023-06-28 15:44:49,635] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:44:49,635 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:44:49,635] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1448.78平方米', 'safe_evaluate_4_sq_7.2': '105.87平方米', 'safe_evaluate_4_sq_7.3': '公司有满足安全评价要求'}
+2023-06-28 15:44:49,635 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1448.78平方米', 'safe_evaluate_4_sq_7.2': '105.87平方米', 'safe_evaluate_4_sq_7.3': '公司有满足安全评价要求'}
+10.0.2.130 - - [28/Jun/2023 15:44:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:44:50,518] INFO in predict_qa_roberta: 7.559839865223239e-09
+2023-06-28 15:44:50,518 - predict_qa_roberta - INFO - 7.559839865223239e-09
+[2023-06-28 15:44:50,518] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:44:50,518 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:44:50,518] INFO in predict_qa_roberta: 2.7343624326575666e-12
+2023-06-28 15:44:50,518 - predict_qa_roberta - INFO - 2.7343624326575666e-12
+[2023-06-28 15:44:50,519] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:44:50,519 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:44:50,519] INFO in predict_qa_roberta: 1.275129051236945e-07
+2023-06-28 15:44:50,519 - predict_qa_roberta - INFO - 1.275129051236945e-07
+[2023-06-28 15:44:50,519] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:44:50,519 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:44:50,519] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_1.5': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_1.6': '宜吕市西陵区西湖路25（A栋）'}
+2023-06-28 15:44:50,519 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_1.5': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_1.6': '宜吕市西陵区西湖路25（A栋）'}
+10.0.2.130 - - [28/Jun/2023 15:44:50] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:44:50,575] INFO in predict_qa_roberta: 0.5359898805618286
+2023-06-28 15:44:50,575 - predict_qa_roberta - INFO - 0.5359898805618286
+[2023-06-28 15:44:50,575] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:44:50,575 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:44:50,576] INFO in predict_qa_roberta: 0.8359103798866272
+2023-06-28 15:44:50,576 - predict_qa_roberta - INFO - 0.8359103798866272
+[2023-06-28 15:44:50,576] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:44:50,576 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:44:50,576] INFO in predict_qa_roberta: 0.9819635152816772
+2023-06-28 15:44:50,576 - predict_qa_roberta - INFO - 0.9819635152816772
+[2023-06-28 15:44:50,576] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:44:50,576 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:44:50,576] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '宜昌市西陵区西湖路25号（A栋）', 'safe_evaluate_4_sq_1.1': '湖北公信安全科技有限公司', 'safe_evaluate_4_sq_1.2': '黄昊'}
+2023-06-28 15:44:50,576 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '宜昌市西陵区西湖路25号（A栋）', 'safe_evaluate_4_sq_1.1': '湖北公信安全科技有限公司', 'safe_evaluate_4_sq_1.2': '黄昊'}
+10.0.2.130 - - [28/Jun/2023 15:44:50] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:44:51,669] INFO in predict_qa_roberta: 8.125279893356208e-10
+2023-06-28 15:44:51,669 - predict_qa_roberta - INFO - 8.125279893356208e-10
+[2023-06-28 15:44:51,669] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:44:51,669 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:44:51,670] INFO in predict_qa_roberta: 2.3586551548687718e-12
+2023-06-28 15:44:51,670 - predict_qa_roberta - INFO - 2.3586551548687718e-12
+[2023-06-28 15:44:51,671] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:44:51,671 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:44:51,671] INFO in predict_qa_roberta: 1.2116407560824882e-05
+2023-06-28 15:44:51,671 - predict_qa_roberta - INFO - 1.2116407560824882e-05
+[2023-06-28 15:44:51,671] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:44:51,671 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:44:51,671] INFO in predict_qa_roberta: 1.7585294997957135e-08
+2023-06-28 15:44:51,671 - predict_qa_roberta - INFO - 1.7585294997957135e-08
+[2023-06-28 15:44:51,672] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:44:51,672 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:44:51,672] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_a1.2': '佰万', 'a_common_social_credit_code': '隧券', 'safe_evaluate_4_sq_a1.3': '宜吕市西陵区西湖路25（A栋'}
+2023-06-28 15:44:51,672 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '湖北公估安全科技有濮公司', 'safe_evaluate_4_sq_a1.2': '佰万', 'a_common_social_credit_code': '隧券', 'safe_evaluate_4_sq_a1.3': '宜吕市西陵区西湖路25（A栋'}
+10.0.2.130 - - [28/Jun/2023 15:44:51] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:44:53,817] INFO in predict_qa_roberta: 0.5359898805618286
+2023-06-28 15:44:53,817 - predict_qa_roberta - INFO - 0.5359898805618286
+[2023-06-28 15:44:53,818] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:44:53,818 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:44:53,819] INFO in predict_qa_roberta: 0.8359103798866272
+2023-06-28 15:44:53,819 - predict_qa_roberta - INFO - 0.8359103798866272
+[2023-06-28 15:44:53,819] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:44:53,819 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:44:53,820] INFO in predict_qa_roberta: 0.9819635152816772
+2023-06-28 15:44:53,820 - predict_qa_roberta - INFO - 0.9819635152816772
+[2023-06-28 15:44:53,821] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:44:53,821 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:44:53,821] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '宜昌市西陵区西湖路25号（A栋）', 'safe_evaluate_4_sq_1.1': '湖北公信安全科技有限公司', 'safe_evaluate_4_sq_1.2': '黄昊'}
+2023-06-28 15:44:53,821 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '宜昌市西陵区西湖路25号（A栋）', 'safe_evaluate_4_sq_1.1': '湖北公信安全科技有限公司', 'safe_evaluate_4_sq_1.2': '黄昊'}
+10.0.2.130 - - [28/Jun/2023 15:44:53] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:45:13,819] INFO in predict_qa_roberta: 0.5565631985664368
+2023-06-28 15:45:13,819 - predict_qa_roberta - INFO - 0.5565631985664368
+[2023-06-28 15:45:13,820] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:45:13,820 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:45:13,821] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '1050万元左右'}
+2023-06-28 15:45:13,821 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '1050万元左右'}
+10.0.2.130 - - [28/Jun/2023 15:45:13] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:45:23,282] INFO in predict_qa_roberta: 4.6964203193056164e-07
+2023-06-28 15:45:23,282 - predict_qa_roberta - INFO - 4.6964203193056164e-07
+[2023-06-28 15:45:23,283] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:45:23,283 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:45:23,283] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '1800平档案客2送案ts1 5159.5'}
+2023-06-28 15:45:23,283 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '1800平档案客2送案ts1 5159.5'}
+10.0.2.130 - - [28/Jun/2023 15:45:23] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:45:38,758] INFO in predict_qa_roberta: 3.4204687835881487e-05
+2023-06-28 15:45:38,758 - predict_qa_roberta - INFO - 3.4204687835881487e-05
+[2023-06-28 15:45:38,758] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:45:38,758 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:45:38,758] INFO in predict_qa_roberta: 1.775114633062458e-08
+2023-06-28 15:45:38,758 - predict_qa_roberta - INFO - 1.775114633062458e-08
+[2023-06-28 15:45:38,758] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:45:38,758 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:45:38,758] INFO in predict_qa_roberta: 8.37706636502844e-07
+2023-06-28 15:45:38,758 - predict_qa_roberta - INFO - 8.37706636502844e-07
+[2023-06-28 15:45:38,758] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:45:38,758 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:45:38,758] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1075平方米', 'safe_evaluate_4_sq_7.2': '1075平方米', 'safe_evaluate_4_sq_7.3': '正常使用要求'}
+2023-06-28 15:45:38,758 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1075平方米', 'safe_evaluate_4_sq_7.2': '1075平方米', 'safe_evaluate_4_sq_7.3': '正常使用要求'}
+10.0.2.130 - - [28/Jun/2023 15:45:38] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:45:55,507] INFO in predict_qa_roberta: 0.8615875840187073
+2023-06-28 15:45:55,507 - predict_qa_roberta - INFO - 0.8615875840187073
+[2023-06-28 15:45:55,508] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:45:55,508 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:45:55,509] INFO in predict_qa_roberta: 0.014034445397555828
+2023-06-28 15:45:55,509 - predict_qa_roberta - INFO - 0.014034445397555828
+[2023-06-28 15:45:55,510] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:45:55,510 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:45:55,510] INFO in predict_qa_roberta: 0.9559816718101501
+2023-06-28 15:45:55,510 - predict_qa_roberta - INFO - 0.9559816718101501
+[2023-06-28 15:45:55,510] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:45:55,510 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:45:55,511] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市青山区和平大道1244号', 'safe_evaluate_4_sq_1.1': '中钢集团武汉安全环 保研究院', 'safe_evaluate_4_sq_1.2': '王先华'}
+2023-06-28 15:45:55,511 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市青山区和平大道1244号', 'safe_evaluate_4_sq_1.1': '中钢集团武汉安全环 保研究院', 'safe_evaluate_4_sq_1.2': '王先华'}
+10.0.2.130 - - [28/Jun/2023 15:45:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:45:56,845] INFO in predict_qa_roberta: 8.093657379504293e-05
+2023-06-28 15:45:56,845 - predict_qa_roberta - INFO - 8.093657379504293e-05
+[2023-06-28 15:45:56,845] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:45:56,845 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:45:56,845] INFO in predict_qa_roberta: 0.7143057584762573
+2023-06-28 15:45:56,845 - predict_qa_roberta - INFO - 0.7143057584762573
+[2023-06-28 15:45:56,846] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:45:56,846 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:45:56,846] INFO in predict_qa_roberta: 0.00835825502872467
+2023-06-28 15:45:56,846 - predict_qa_roberta - INFO - 0.00835825502872467
+[2023-06-28 15:45:56,846] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:45:56,846 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:45:56,846] INFO in predict_qa_roberta: 0.24763506650924683
+2023-06-28 15:45:56,846 - predict_qa_roberta - INFO - 0.24763506650924683
+[2023-06-28 15:45:56,846] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:45:56,846 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:45:56,847] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '绿世纪安全管理顾问有限公司', 'safe_evaluate_4_sq_a1.2': '王先华', 'a_common_social_credit_code': '91420100755131893M', 'safe_evaluate_4_sq_a1.3': '武汉市青山区和平大道1244号'}
+2023-06-28 15:45:56,847 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '绿世纪安全管理顾问有限公司', 'safe_evaluate_4_sq_a1.2': '王先华', 'a_common_social_credit_code': '91420100755131893M', 'safe_evaluate_4_sq_a1.3': '武汉市青山区和平大道1244号'}
+10.0.2.130 - - [28/Jun/2023 15:45:56] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:45:57,996] INFO in predict_qa_roberta: 0.9542893171310425
+2023-06-28 15:45:57,996 - predict_qa_roberta - INFO - 0.9542893171310425
+[2023-06-28 15:45:57,996] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:45:57,996 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:45:57,996] INFO in predict_qa_roberta: 0.9530394673347473
+2023-06-28 15:45:57,996 - predict_qa_roberta - INFO - 0.9530394673347473
+[2023-06-28 15:45:57,997] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:45:57,997 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:45:57,997] INFO in predict_qa_roberta: 9.778332241694443e-06
+2023-06-28 15:45:57,997 - predict_qa_roberta - INFO - 9.778332241694443e-06
+[2023-06-28 15:45:57,997] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:45:57,997 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:45:57,997] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1260平方米', 'safe_evaluate_4_sq_7.2': '110平方米', 'safe_evaluate_4_sq_7.3': '李莎'}
+2023-06-28 15:45:57,997 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1260平方米', 'safe_evaluate_4_sq_7.2': '110平方米', 'safe_evaluate_4_sq_7.3': '李莎'}
+10.0.2.130 - - [28/Jun/2023 15:45:57] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:45:58,783] INFO in predict_qa_roberta: 0.002319957362487912
+2023-06-28 15:45:58,783 - predict_qa_roberta - INFO - 0.002319957362487912
+[2023-06-28 15:45:58,783] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:45:58,783 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:45:58,783] INFO in predict_qa_roberta: 0.7355140447616577
+2023-06-28 15:45:58,783 - predict_qa_roberta - INFO - 0.7355140447616577
+[2023-06-28 15:45:58,783] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:45:58,783 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:45:58,783] INFO in predict_qa_roberta: 0.8969273567199707
+2023-06-28 15:45:58,783 - predict_qa_roberta - INFO - 0.8969273567199707
+[2023-06-28 15:45:58,783] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:45:58,783 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:45:58,783] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '全科技研究与运用', 'safe_evaluate_4_sq_1.5': '王先华', 'safe_evaluate_4_sq_1.6': '武汉市青山区和平大道1241号'}
+2023-06-28 15:45:58,783 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '全科技研究与运用', 'safe_evaluate_4_sq_1.5': '王先华', 'safe_evaluate_4_sq_1.6': '武汉市青山区和平大道1241号'}
+10.0.2.130 - - [28/Jun/2023 15:45:58] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:46:54,077] INFO in predict_qa_roberta: 0.8615875840187073
+2023-06-28 15:46:54,077 - predict_qa_roberta - INFO - 0.8615875840187073
+[2023-06-28 15:46:54,077] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:46:54,077 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:46:54,078] INFO in predict_qa_roberta: 0.014034445397555828
+2023-06-28 15:46:54,078 - predict_qa_roberta - INFO - 0.014034445397555828
+[2023-06-28 15:46:54,078] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:46:54,078 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:46:54,078] INFO in predict_qa_roberta: 0.9559816718101501
+2023-06-28 15:46:54,078 - predict_qa_roberta - INFO - 0.9559816718101501
+[2023-06-28 15:46:54,078] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:46:54,078 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:46:54,078] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市青山区和平大道1244号', 'safe_evaluate_4_sq_1.1': '中钢集团武汉安全环 保研究院', 'safe_evaluate_4_sq_1.2': '王先华'}
+2023-06-28 15:46:54,078 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市青山区和平大道1244号', 'safe_evaluate_4_sq_1.1': '中钢集团武汉安全环 保研究院', 'safe_evaluate_4_sq_1.2': '王先华'}
+10.0.2.130 - - [28/Jun/2023 15:46:54] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:47:55,248] INFO in predict_qa_roberta: 0.002984821330755949
+2023-06-28 15:47:55,248 - predict_qa_roberta - INFO - 0.002984821330755949
+[2023-06-28 15:47:55,248] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:47:55,248 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:47:55,248] INFO in predict_qa_roberta: 1.7852565259435238e-10
+2023-06-28 15:47:55,248 - predict_qa_roberta - INFO - 1.7852565259435238e-10
+[2023-06-28 15:47:55,248] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:47:55,248 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:47:55,248] INFO in predict_qa_roberta: 6.109582528779356e-08
+2023-06-28 15:47:55,248 - predict_qa_roberta - INFO - 6.109582528779356e-08
+[2023-06-28 15:47:55,248] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:47:55,248 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:47:55,249] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '成营住 ()0称型名类', 'safe_evaluate_4_sq_1.6': '(M)/“07/11/0202二20月年'}
+2023-06-28 15:47:55,249 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '成营住 ()0称型名类', 'safe_evaluate_4_sq_1.6': '(M)/“07/11/0202二20月年'}
+10.0.2.130 - - [28/Jun/2023 15:47:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:49:54,776] INFO in predict_qa_roberta: 0.00517015065997839
+2023-06-28 15:49:54,776 - predict_qa_roberta - INFO - 0.00517015065997839
+[2023-06-28 15:49:54,777] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:49:54,777 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:49:54,777] INFO in predict_qa_roberta: 0.7620084285736084
+2023-06-28 15:49:54,777 - predict_qa_roberta - INFO - 0.7620084285736084
+[2023-06-28 15:49:54,778] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:49:54,778 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:49:54,778] INFO in predict_qa_roberta: 0.9191946387290955
+2023-06-28 15:49:54,778 - predict_qa_roberta - INFO - 0.9191946387290955
+[2023-06-28 15:49:54,778] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:49:54,778 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:49:54,779] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '五青山区青和居公租房小区20号', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+2023-06-28 15:49:54,779 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '五青山区青和居公租房小区20号', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+10.0.2.130 - - [28/Jun/2023 15:49:54] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:49:55,056] INFO in predict_qa_roberta: 7.062523309286917e-06
+2023-06-28 15:49:55,056 - predict_qa_roberta - INFO - 7.062523309286917e-06
+[2023-06-28 15:49:55,056] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:49:55,056 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:49:55,057] INFO in predict_qa_roberta: 1.3256079567369738e-09
+2023-06-28 15:49:55,057 - predict_qa_roberta - INFO - 1.3256079567369738e-09
+[2023-06-28 15:49:55,057] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:49:55,057 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:49:55,057] INFO in predict_qa_roberta: 7.032517146399186e-07
+2023-06-28 15:49:55,057 - predict_qa_roberta - INFO - 7.032517146399186e-07
+[2023-06-28 15:49:55,057] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:49:55,057 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:49:55,057] INFO in predict_qa_roberta: 4.448157753245141e-08
+2023-06-28 15:49:55,057 - predict_qa_roberta - INFO - 4.448157753245141e-08
+[2023-06-28 15:49:55,058] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:49:55,058 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:49:55,058] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '营住 ()0称型名类', 'safe_evaluate_4_sq_a1.2': '(M)/“', 'a_common_social_credit_code': '00011909102', 'safe_evaluate_4_sq_a1.3': '(M)/“07/11/0202二'}
+2023-06-28 15:49:55,058 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '营住 ()0称型名类', 'safe_evaluate_4_sq_a1.2': '(M)/“', 'a_common_social_credit_code': '00011909102', 'safe_evaluate_4_sq_a1.3': '(M)/“07/11/0202二'}
+10.0.2.130 - - [28/Jun/2023 15:49:55] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:49:56,562] INFO in predict_qa_roberta: 0.9193251132965088
+2023-06-28 15:49:56,562 - predict_qa_roberta - INFO - 0.9193251132965088
+[2023-06-28 15:49:56,563] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:49:56,563 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:49:56,563] INFO in predict_qa_roberta: 3.716215601912154e-08
+2023-06-28 15:49:56,563 - predict_qa_roberta - INFO - 3.716215601912154e-08
+[2023-06-28 15:49:56,563] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:49:56,563 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:49:56,563] INFO in predict_qa_roberta: 3.5667360407387605e-06
+2023-06-28 15:49:56,563 - predict_qa_roberta - INFO - 3.5667360407387605e-06
+[2023-06-28 15:49:56,563] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:49:56,563 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:49:56,564] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1075_平方米', 'safe_evaluate_4_sq_7.2': '12X1. 25X0', 'safe_evaluate_4_sq_7.3': '120JSA300-732019年仪器设备室10'}
+2023-06-28 15:49:56,564 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1075_平方米', 'safe_evaluate_4_sq_7.2': '12X1. 25X0', 'safe_evaluate_4_sq_7.3': '120JSA300-732019年仪器设备室10'}
+10.0.2.130 - - [28/Jun/2023 15:49:56] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:49:56,732] INFO in predict_qa_roberta: 0.002984821330755949
+2023-06-28 15:49:56,732 - predict_qa_roberta - INFO - 0.002984821330755949
+[2023-06-28 15:49:56,732] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:49:56,732 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:49:56,732] INFO in predict_qa_roberta: 1.7852565259435238e-10
+2023-06-28 15:49:56,732 - predict_qa_roberta - INFO - 1.7852565259435238e-10
+[2023-06-28 15:49:56,732] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:49:56,732 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:49:56,733] INFO in predict_qa_roberta: 6.109582528779356e-08
+2023-06-28 15:49:56,733 - predict_qa_roberta - INFO - 6.109582528779356e-08
+[2023-06-28 15:49:56,733] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:49:56,733 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:49:56,733] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '成营住 ()0称型名类', 'safe_evaluate_4_sq_1.6': '(M)/“07/11/0202二20月年'}
+2023-06-28 15:49:56,733 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '成营住 ()0称型名类', 'safe_evaluate_4_sq_1.6': '(M)/“07/11/0202二20月年'}
+10.0.2.130 - - [28/Jun/2023 15:49:56] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:50:56,509] INFO in predict_qa_roberta: 0.00517015065997839
+2023-06-28 15:50:56,509 - predict_qa_roberta - INFO - 0.00517015065997839
+[2023-06-28 15:50:56,509] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:50:56,509 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:50:56,510] INFO in predict_qa_roberta: 0.7620084285736084
+2023-06-28 15:50:56,510 - predict_qa_roberta - INFO - 0.7620084285736084
+[2023-06-28 15:50:56,510] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:50:56,510 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:50:56,510] INFO in predict_qa_roberta: 0.9191946387290955
+2023-06-28 15:50:56,510 - predict_qa_roberta - INFO - 0.9191946387290955
+[2023-06-28 15:50:56,510] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:50:56,510 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:50:56,510] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '五青山区青和居公租房小区20号', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+2023-06-28 15:50:56,510 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '五青山区青和居公租房小区20号', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+10.0.2.130 - - [28/Jun/2023 15:50:56] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:56:49,283] INFO in predict_qa_roberta: 0.008861289359629154
+2023-06-28 15:56:49,283 - predict_qa_roberta - INFO - 0.008861289359629154
+[2023-06-28 15:56:49,284] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:56:49,284 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:56:49,285] INFO in predict_qa_roberta: 2.6162819133368487e-10
+2023-06-28 15:56:49,285 - predict_qa_roberta - INFO - 2.6162819133368487e-10
+[2023-06-28 15:56:49,285] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:56:49,285 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:56:49,285] INFO in predict_qa_roberta: 5.966341376506534e-08
+2023-06-28 15:56:49,285 - predict_qa_roberta - INFO - 5.966341376506534e-08
+[2023-06-28 15:56:49,285] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:56:49,285 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:56:49,285] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '药卫', 'safe_evaluate_4_sq_1.6': '100299920101沃H称型名类'}
+2023-06-28 15:56:49,285 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '药卫', 'safe_evaluate_4_sq_1.6': '100299920101沃H称型名类'}
+10.0.2.130 - - [28/Jun/2023 15:56:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:57:10,431] INFO in predict_qa_roberta: 0.006399544887244701
+2023-06-28 15:57:10,431 - predict_qa_roberta - INFO - 0.006399544887244701
+[2023-06-28 15:57:10,432] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:57:10,432 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:57:10,432] INFO in predict_qa_roberta: 0.0049173422157764435
+2023-06-28 15:57:10,432 - predict_qa_roberta - INFO - 0.0049173422157764435
+[2023-06-28 15:57:10,432] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:57:10,432 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:57:10,432] INFO in predict_qa_roberta: 0.9811501502990723
+2023-06-28 15:57:10,432 - predict_qa_roberta - INFO - 0.9811501502990723
+[2023-06-28 15:57:10,433] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:57:10,433 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:57:10,433] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '吴启兵'}
+2023-06-28 15:57:10,433 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '吴启兵'}
+10.0.2.130 - - [28/Jun/2023 15:57:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:57:10,648] INFO in predict_qa_roberta: 1.1607301786398239e-09
+2023-06-28 15:57:10,648 - predict_qa_roberta - INFO - 1.1607301786398239e-09
+[2023-06-28 15:57:10,649] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:57:10,649 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:57:10,649] INFO in predict_qa_roberta: 7.2296884923162e-08
+2023-06-28 15:57:10,649 - predict_qa_roberta - INFO - 7.2296884923162e-08
+[2023-06-28 15:57:10,649] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:57:10,649 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:57:10,649] INFO in predict_qa_roberta: 2.0708854208351113e-05
+2023-06-28 15:57:10,649 - predict_qa_roberta - INFO - 2.0708854208351113e-05
+[2023-06-28 15:57:10,649] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:57:10,649 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:57:10,650] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '6640', 'safe_evaluate_4_sq_7.2': '120.0000A', 'safe_evaluate_4_sq_7.3': '2020年12月22日'}
+2023-06-28 15:57:10,650 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '6640', 'safe_evaluate_4_sq_7.2': '120.0000A', 'safe_evaluate_4_sq_7.3': '2020年12月22日'}
+10.0.2.130 - - [28/Jun/2023 15:57:10] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:57:10,668] INFO in predict_qa_roberta: 3.1101747026696103e-06
+2023-06-28 15:57:10,668 - predict_qa_roberta - INFO - 3.1101747026696103e-06
+[2023-06-28 15:57:10,668] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:57:10,668 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:57:10,668] INFO in predict_qa_roberta: 8.07867661656303e-11
+2023-06-28 15:57:10,668 - predict_qa_roberta - INFO - 8.07867661656303e-11
+[2023-06-28 15:57:10,669] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:57:10,669 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:57:10,669] INFO in predict_qa_roberta: 2.1879171185901214e-07
+2023-06-28 15:57:10,669 - predict_qa_roberta - INFO - 2.1879171185901214e-07
+[2023-06-28 15:57:10,669] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:57:10,669 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:57:10,669] INFO in predict_qa_roberta: 3.025744277351805e-08
+2023-06-28 15:57:10,669 - predict_qa_roberta - INFO - 3.025744277351805e-08
+[2023-06-28 15:57:10,669] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:57:10,669 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:57:10,669] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '型名类', 'safe_evaluate_4_sq_a1.2': '100299920101沃H称型名类', 'a_common_social_credit_code': '100299920101', 'safe_evaluate_4_sq_a1.3': '100299920101沃H称型名类'}
+2023-06-28 15:57:10,669 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '型名类', 'safe_evaluate_4_sq_a1.2': '100299920101沃H称型名类', 'a_common_social_credit_code': '100299920101', 'safe_evaluate_4_sq_a1.3': '100299920101沃H称型名类'}
+10.0.2.130 - - [28/Jun/2023 15:57:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:57:10,819] INFO in predict_qa_roberta: 0.008861289359629154
+2023-06-28 15:57:10,819 - predict_qa_roberta - INFO - 0.008861289359629154
+[2023-06-28 15:57:10,820] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:57:10,820 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:57:10,820] INFO in predict_qa_roberta: 2.6162819133368487e-10
+2023-06-28 15:57:10,820 - predict_qa_roberta - INFO - 2.6162819133368487e-10
+[2023-06-28 15:57:10,820] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:57:10,820 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:57:10,820] INFO in predict_qa_roberta: 5.966341376506534e-08
+2023-06-28 15:57:10,820 - predict_qa_roberta - INFO - 5.966341376506534e-08
+[2023-06-28 15:57:10,820] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:57:10,820 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:57:10,821] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '药卫', 'safe_evaluate_4_sq_1.6': '100299920101沃H称型名类'}
+2023-06-28 15:57:10,821 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '药卫', 'safe_evaluate_4_sq_1.6': '100299920101沃H称型名类'}
+10.0.2.130 - - [28/Jun/2023 15:57:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:57:16,046] INFO in predict_qa_roberta: 7.347417522396427e-06
+2023-06-28 15:57:16,046 - predict_qa_roberta - INFO - 7.347417522396427e-06
+[2023-06-28 15:57:16,047] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 15:57:16,047 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 15:57:16,047] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '7724.78万元'}
+2023-06-28 15:57:16,047 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '7724.78万元'}
+10.0.2.130 - - [28/Jun/2023 15:57:16] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:57:21,867] INFO in predict_qa_roberta: 0.006399544887244701
+2023-06-28 15:57:21,867 - predict_qa_roberta - INFO - 0.006399544887244701
+[2023-06-28 15:57:21,868] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:57:21,868 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:57:21,868] INFO in predict_qa_roberta: 0.0049173422157764435
+2023-06-28 15:57:21,868 - predict_qa_roberta - INFO - 0.0049173422157764435
+[2023-06-28 15:57:21,869] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:57:21,869 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:57:21,869] INFO in predict_qa_roberta: 0.9811501502990723
+2023-06-28 15:57:21,869 - predict_qa_roberta - INFO - 0.9811501502990723
+[2023-06-28 15:57:21,869] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:57:21,869 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:57:21,869] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '吴启兵'}
+2023-06-28 15:57:21,869 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '吴启兵'}
+10.0.2.130 - - [28/Jun/2023 15:57:21] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:58:05,404] INFO in predict_qa_roberta: 0.19633042812347412
+2023-06-28 15:58:05,404 - predict_qa_roberta - INFO - 0.19633042812347412
+[2023-06-28 15:58:05,404] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:58:05,404 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:58:05,405] INFO in predict_qa_roberta: 0.6861366629600525
+2023-06-28 15:58:05,405 - predict_qa_roberta - INFO - 0.6861366629600525
+[2023-06-28 15:58:05,405] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:58:05,405 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:58:05,406] INFO in predict_qa_roberta: 0.0015585417859256268
+2023-06-28 15:58:05,406 - predict_qa_roberta - INFO - 0.0015585417859256268
+[2023-06-28 15:58:05,406] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:58:05,406 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:58:05,406] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.5': '黄银海', 'safe_evaluate_4_sq_1.6': '光谷科技科技港12栋201室'}
+2023-06-28 15:58:05,406 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.5': '黄银海', 'safe_evaluate_4_sq_1.6': '光谷科技科技港12栋201室'}
+10.0.2.130 - - [28/Jun/2023 15:58:05] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:58:40,288] INFO in predict_qa_roberta: 0.8556750416755676
+2023-06-28 15:58:40,288 - predict_qa_roberta - INFO - 0.8556750416755676
+[2023-06-28 15:58:40,289] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:58:40,289 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:58:40,289] INFO in predict_qa_roberta: 0.7957327365875244
+2023-06-28 15:58:40,289 - predict_qa_roberta - INFO - 0.7957327365875244
+[2023-06-28 15:58:40,290] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:58:40,290 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:58:40,290] INFO in predict_qa_roberta: 0.7751436829566956
+2023-06-28 15:58:40,290 - predict_qa_roberta - INFO - 0.7751436829566956
+[2023-06-28 15:58:40,290] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:58:40,290 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:58:40,290] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北省襄刚市清河路58号', 'safe_evaluate_4_sq_1.1': '湖北航天化学技术研究所', 'safe_evaluate_4_sq_1.2': '庞爱民'}
+2023-06-28 15:58:40,290 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北省襄刚市清河路58号', 'safe_evaluate_4_sq_1.1': '湖北航天化学技术研究所', 'safe_evaluate_4_sq_1.2': '庞爱民'}
+10.0.2.130 - - [28/Jun/2023 15:58:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:58:41,142] INFO in predict_qa_roberta: 0.2188953012228012
+2023-06-28 15:58:41,142 - predict_qa_roberta - INFO - 0.2188953012228012
+[2023-06-28 15:58:41,143] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 15:58:41,143 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 15:58:41,143] INFO in predict_qa_roberta: 0.6675907969474792
+2023-06-28 15:58:41,143 - predict_qa_roberta - INFO - 0.6675907969474792
+[2023-06-28 15:58:41,143] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 15:58:41,143 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 15:58:41,143] INFO in predict_qa_roberta: 0.7863253355026245
+2023-06-28 15:58:41,143 - predict_qa_roberta - INFO - 0.7863253355026245
+[2023-06-28 15:58:41,144] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 15:58:41,144 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 15:58:41,144] INFO in predict_qa_roberta: 0.0013407060177996755
+2023-06-28 15:58:41,144 - predict_qa_roberta - INFO - 0.0013407060177996755
+[2023-06-28 15:58:41,144] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 15:58:41,144 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 15:58:41,144] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '武汉先思科技有限公司', 'safe_evaluate_4_sq_a1.2': '黄银海', 'a_common_social_credit_code': '91420100MA4KN7R09F', 'safe_evaluate_4_sq_a1.3': '光谷科技科技港12栋201室'}
+2023-06-28 15:58:41,144 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '武汉先思科技有限公司', 'safe_evaluate_4_sq_a1.2': '黄银海', 'a_common_social_credit_code': '91420100MA4KN7R09F', 'safe_evaluate_4_sq_a1.3': '光谷科技科技港12栋201室'}
+10.0.2.130 - - [28/Jun/2023 15:58:41] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 15:58:41,216] INFO in predict_qa_roberta: 0.905608057975769
+2023-06-28 15:58:41,216 - predict_qa_roberta - INFO - 0.905608057975769
+[2023-06-28 15:58:41,216] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 15:58:41,216 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 15:58:41,217] INFO in predict_qa_roberta: 5.162663185842575e-08
+2023-06-28 15:58:41,217 - predict_qa_roberta - INFO - 5.162663185842575e-08
+[2023-06-28 15:58:41,217] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 15:58:41,217 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 15:58:41,217] INFO in predict_qa_roberta: 5.07427785123582e-06
+2023-06-28 15:58:41,217 - predict_qa_roberta - INFO - 5.07427785123582e-06
+[2023-06-28 15:58:41,217] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 15:58:41,217 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 15:58:41,217] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1600平方米', 'safe_evaluate_4_sq_7.2': '1600平方米', 'safe_evaluate_4_sq_7.3': '硕士'}
+2023-06-28 15:58:41,217 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1600平方米', 'safe_evaluate_4_sq_7.2': '1600平方米', 'safe_evaluate_4_sq_7.3': '硕士'}
+10.0.2.130 - - [28/Jun/2023 15:58:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:58:41,748] INFO in predict_qa_roberta: 0.19633042812347412
+2023-06-28 15:58:41,748 - predict_qa_roberta - INFO - 0.19633042812347412
+[2023-06-28 15:58:41,748] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 15:58:41,748 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 15:58:41,749] INFO in predict_qa_roberta: 0.6861366629600525
+2023-06-28 15:58:41,749 - predict_qa_roberta - INFO - 0.6861366629600525
+[2023-06-28 15:58:41,749] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 15:58:41,749 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 15:58:41,749] INFO in predict_qa_roberta: 0.0015585417859256268
+2023-06-28 15:58:41,749 - predict_qa_roberta - INFO - 0.0015585417859256268
+[2023-06-28 15:58:41,749] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 15:58:41,749 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 15:58:41,749] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.5': '黄银海', 'safe_evaluate_4_sq_1.6': '光谷科技科技港12栋201室'}
+2023-06-28 15:58:41,749 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '武汉先思科技有限公司', 'safe_evaluate_4_sq_1.5': '黄银海', 'safe_evaluate_4_sq_1.6': '光谷科技科技港12栋201室'}
+10.0.2.130 - - [28/Jun/2023 15:58:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 15:59:00,020] INFO in predict_qa_roberta: 0.8556750416755676
+2023-06-28 15:59:00,020 - predict_qa_roberta - INFO - 0.8556750416755676
+[2023-06-28 15:59:00,021] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 15:59:00,021 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 15:59:00,021] INFO in predict_qa_roberta: 0.7957327365875244
+2023-06-28 15:59:00,021 - predict_qa_roberta - INFO - 0.7957327365875244
+[2023-06-28 15:59:00,021] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 15:59:00,021 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 15:59:00,021] INFO in predict_qa_roberta: 0.7751436829566956
+2023-06-28 15:59:00,021 - predict_qa_roberta - INFO - 0.7751436829566956
+[2023-06-28 15:59:00,022] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 15:59:00,022 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 15:59:00,022] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北省襄刚市清河路58号', 'safe_evaluate_4_sq_1.1': '湖北航天化学技术研究所', 'safe_evaluate_4_sq_1.2': '庞爱民'}
+2023-06-28 15:59:00,022 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北省襄刚市清河路58号', 'safe_evaluate_4_sq_1.1': '湖北航天化学技术研究所', 'safe_evaluate_4_sq_1.2': '庞爱民'}
+10.0.2.130 - - [28/Jun/2023 15:59:00] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:00:57,347] INFO in predict_qa_roberta: 0.7058464884757996
+2023-06-28 16:00:57,347 - predict_qa_roberta - INFO - 0.7058464884757996
+[2023-06-28 16:00:57,347] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:00:57,347 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:00:57,347] INFO in predict_qa_roberta: 0.9616993069648743
+2023-06-28 16:00:57,347 - predict_qa_roberta - INFO - 0.9616993069648743
+[2023-06-28 16:00:57,348] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:00:57,348 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:00:57,348] INFO in predict_qa_roberta: 0.5905149579048157
+2023-06-28 16:00:57,348 - predict_qa_roberta - INFO - 0.5905149579048157
+[2023-06-28 16:00:57,348] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:00:57,348 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:00:57,348] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '潮北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.5': '张卫民', 'safe_evaluate_4_sq_1.6': '1-堰市东风大道62号'}
+2023-06-28 16:00:57,348 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '潮北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.5': '张卫民', 'safe_evaluate_4_sq_1.6': '1-堰市东风大道62号'}
+10.0.2.130 - - [28/Jun/2023 16:00:57] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:01:35,416] INFO in predict_qa_roberta: 1.6959041115871543e-10
+2023-06-28 16:01:35,416 - predict_qa_roberta - INFO - 1.6959041115871543e-10
+[2023-06-28 16:01:35,417] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 16:01:35,417 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 16:01:35,417] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '37.37375万元'}
+2023-06-28 16:01:35,417 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '37.37375万元'}
+10.0.2.130 - - [28/Jun/2023 16:01:35] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:01:49,801] INFO in predict_qa_roberta: 0.7686161398887634
+2023-06-28 16:01:49,801 - predict_qa_roberta - INFO - 0.7686161398887634
+[2023-06-28 16:01:49,802] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:01:49,802 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:01:49,802] INFO in predict_qa_roberta: 0.8586978912353516
+2023-06-28 16:01:49,802 - predict_qa_roberta - INFO - 0.8586978912353516
+[2023-06-28 16:01:49,802] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:01:49,802 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:01:49,803] INFO in predict_qa_roberta: 0.9490257501602173
+2023-06-28 16:01:49,803 - predict_qa_roberta - INFO - 0.9490257501602173
+[2023-06-28 16:01:49,803] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:01:49,803 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:01:49,803] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北省十堰市东风大道 62号', 'safe_evaluate_4_sq_1.1': '湖北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.2': '张卫民'}
+2023-06-28 16:01:49,803 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北省十堰市东风大道 62号', 'safe_evaluate_4_sq_1.1': '湖北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.2': '张卫民'}
+10.0.2.130 - - [28/Jun/2023 16:01:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:01:50,670] INFO in predict_qa_roberta: 0.9067462682723999
+2023-06-28 16:01:50,670 - predict_qa_roberta - INFO - 0.9067462682723999
+[2023-06-28 16:01:50,670] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 16:01:50,670 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 16:01:50,670] INFO in predict_qa_roberta: 0.9894732236862183
+2023-06-28 16:01:50,670 - predict_qa_roberta - INFO - 0.9894732236862183
+[2023-06-28 16:01:50,670] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 16:01:50,670 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 16:01:50,670] INFO in predict_qa_roberta: 0.28055670857429504
+2023-06-28 16:01:50,670 - predict_qa_roberta - INFO - 0.28055670857429504
+[2023-06-28 16:01:50,670] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 16:01:50,670 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 16:01:50,670] INFO in predict_qa_roberta: 0.2039436399936676
+2023-06-28 16:01:50,670 - predict_qa_roberta - INFO - 0.2039436399936676
+[2023-06-28 16:01:50,671] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 16:01:50,671 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 16:01:50,671] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '潮北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_a1.2': '张卫民', 'a_common_social_credit_code': '914203005570194973', 'safe_evaluate_4_sq_a1.3': '1-堰市东风大道62号'}
+2023-06-28 16:01:50,671 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '潮北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_a1.2': '张卫民', 'a_common_social_credit_code': '914203005570194973', 'safe_evaluate_4_sq_a1.3': '1-堰市东风大道62号'}
+10.0.2.130 - - [28/Jun/2023 16:01:50] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:01:50,771] INFO in predict_qa_roberta: 0.2409163862466812
+2023-06-28 16:01:50,771 - predict_qa_roberta - INFO - 0.2409163862466812
+[2023-06-28 16:01:50,772] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:01:50,772 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:01:50,772] INFO in predict_qa_roberta: 1.520902870311147e-08
+2023-06-28 16:01:50,772 - predict_qa_roberta - INFO - 1.520902870311147e-08
+[2023-06-28 16:01:50,772] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:01:50,772 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:01:50,772] INFO in predict_qa_roberta: 2.8139606001786888e-05
+2023-06-28 16:01:50,772 - predict_qa_roberta - INFO - 2.8139606001786888e-05
+[2023-06-28 16:01:50,772] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:01:50,772 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:01:50,773] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '2342.1平方米', 'safe_evaluate_4_sq_7.2': '2342.1平方米', 'safe_evaluate_4_sq_7.3': 'GB18452-2001(5.8)'}
+2023-06-28 16:01:50,773 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '2342.1平方米', 'safe_evaluate_4_sq_7.2': '2342.1平方米', 'safe_evaluate_4_sq_7.3': 'GB18452-2001(5.8)'}
+10.0.2.130 - - [28/Jun/2023 16:01:50] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:01:51,300] INFO in predict_qa_roberta: 0.7058464884757996
+2023-06-28 16:01:51,300 - predict_qa_roberta - INFO - 0.7058464884757996
+[2023-06-28 16:01:51,300] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:01:51,300 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:01:51,300] INFO in predict_qa_roberta: 0.9616993069648743
+2023-06-28 16:01:51,300 - predict_qa_roberta - INFO - 0.9616993069648743
+[2023-06-28 16:01:51,301] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:01:51,301 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:01:51,301] INFO in predict_qa_roberta: 0.5905149579048157
+2023-06-28 16:01:51,301 - predict_qa_roberta - INFO - 0.5905149579048157
+[2023-06-28 16:01:51,301] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:01:51,301 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:01:51,301] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '潮北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.5': '张卫民', 'safe_evaluate_4_sq_1.6': '1-堰市东风大道62号'}
+2023-06-28 16:01:51,301 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '潮北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.5': '张卫民', 'safe_evaluate_4_sq_1.6': '1-堰市东风大道62号'}
+10.0.2.130 - - [28/Jun/2023 16:01:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:02:18,414] INFO in predict_qa_roberta: 0.7686161398887634
+2023-06-28 16:02:18,414 - predict_qa_roberta - INFO - 0.7686161398887634
+[2023-06-28 16:02:18,415] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:02:18,415 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:02:18,415] INFO in predict_qa_roberta: 0.8586978912353516
+2023-06-28 16:02:18,415 - predict_qa_roberta - INFO - 0.8586978912353516
+[2023-06-28 16:02:18,415] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:02:18,415 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:02:18,415] INFO in predict_qa_roberta: 0.9490257501602173
+2023-06-28 16:02:18,415 - predict_qa_roberta - INFO - 0.9490257501602173
+[2023-06-28 16:02:18,416] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:02:18,416 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:02:18,416] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北省十堰市东风大道 62号', 'safe_evaluate_4_sq_1.1': '湖北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.2': '张卫民'}
+2023-06-28 16:02:18,416 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北省十堰市东风大道 62号', 'safe_evaluate_4_sq_1.1': '湖北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.2': '张卫民'}
+10.0.2.130 - - [28/Jun/2023 16:02:18] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:02:55,501] INFO in predict_qa_roberta: 1.7023652487679897e-09
+2023-06-28 16:02:55,501 - predict_qa_roberta - INFO - 1.7023652487679897e-09
+[2023-06-28 16:02:55,501] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:02:55,501 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:02:55,501] INFO in predict_qa_roberta: 7.412539332340984e-11
+2023-06-28 16:02:55,501 - predict_qa_roberta - INFO - 7.412539332340984e-11
+[2023-06-28 16:02:55,502] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:02:55,502 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:02:55,502] INFO in predict_qa_roberta: 6.476305047797837e-10
+2023-06-28 16:02:55,502 - predict_qa_roberta - INFO - 6.476305047797837e-10
+[2023-06-28 16:02:55,502] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:02:55,502 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:02:55,502] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '共有建面户内建筑面积', 'safe_evaluate_4_sq_7.2': '共有建面户内建筑面积', 'safe_evaluate_4_sq_7.3': '《中华人民共和国物权法》'}
+2023-06-28 16:02:55,502 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '共有建面户内建筑面积', 'safe_evaluate_4_sq_7.2': '共有建面户内建筑面积', 'safe_evaluate_4_sq_7.3': '《中华人民共和国物权法》'}
+10.0.2.130 - - [28/Jun/2023 16:02:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:04:04,824] INFO in predict_qa_roberta: 0.014185690321028233
+2023-06-28 16:04:04,824 - predict_qa_roberta - INFO - 0.014185690321028233
+[2023-06-28 16:04:04,825] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:04:04,825 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:04:04,825] INFO in predict_qa_roberta: 0.9785035252571106
+2023-06-28 16:04:04,825 - predict_qa_roberta - INFO - 0.9785035252571106
+[2023-06-28 16:04:04,825] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:04:04,825 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:04:04,826] INFO in predict_qa_roberta: 0.9635416865348816
+2023-06-28 16:04:04,826 - predict_qa_roberta - INFO - 0.9635416865348816
+[2023-06-28 16:04:04,826] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:04:04,826 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:04:04,826] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '中钢集团试汉安全环保研究院', 'safe_evaluate_4_sq_1.5': '徐国平', 'safe_evaluate_4_sq_1.6': '青周区租平大道1244号'}
+2023-06-28 16:04:04,826 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '中钢集团试汉安全环保研究院', 'safe_evaluate_4_sq_1.5': '徐国平', 'safe_evaluate_4_sq_1.6': '青周区租平大道1244号'}
+10.0.2.130 - - [28/Jun/2023 16:04:04] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:04:27,824] INFO in predict_qa_roberta: 0.0041627730242908
+2023-06-28 16:04:27,824 - predict_qa_roberta - INFO - 0.0041627730242908
+[2023-06-28 16:04:27,825] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:04:27,825 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:04:27,825] INFO in predict_qa_roberta: 0.004079478792846203
+2023-06-28 16:04:27,825 - predict_qa_roberta - INFO - 0.004079478792846203
+[2023-06-28 16:04:27,826] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:04:27,826 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:04:27,826] INFO in predict_qa_roberta: 0.9891955852508545
+2023-06-28 16:04:27,826 - predict_qa_roberta - INFO - 0.9891955852508545
+[2023-06-28 16:04:27,826] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:04:27,826 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:04:27,826] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '北省武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '徐国平'}
+2023-06-28 16:04:27,826 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '北省武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '徐国平'}
+10.0.2.130 - - [28/Jun/2023 16:04:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:04:28,031] INFO in predict_qa_roberta: 0.5201677680015564
+2023-06-28 16:04:28,031 - predict_qa_roberta - INFO - 0.5201677680015564
+[2023-06-28 16:04:28,032] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:04:28,032 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:04:28,032] INFO in predict_qa_roberta: 5.0534477935570976e-08
+2023-06-28 16:04:28,032 - predict_qa_roberta - INFO - 5.0534477935570976e-08
+[2023-06-28 16:04:28,033] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:04:28,033 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:04:28,033] INFO in predict_qa_roberta: 2.3839094865252264e-05
+2023-06-28 16:04:28,033 - predict_qa_roberta - INFO - 2.3839094865252264e-05
+[2023-06-28 16:04:28,033] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:04:28,033 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:04:28,034] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1238.14平方米', 'safe_evaluate_4_sq_7.2': '71.1940', 'safe_evaluate_4_sq_7.3': '11'}
+2023-06-28 16:04:28,034 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1238.14平方米', 'safe_evaluate_4_sq_7.2': '71.1940', 'safe_evaluate_4_sq_7.3': '11'}
+10.0.2.130 - - [28/Jun/2023 16:04:28] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:04:28,306] INFO in predict_qa_roberta: 0.008210407570004463
+2023-06-28 16:04:28,306 - predict_qa_roberta - INFO - 0.008210407570004463
+[2023-06-28 16:04:28,306] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 16:04:28,306 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 16:04:28,306] INFO in predict_qa_roberta: 0.9835769534111023
+2023-06-28 16:04:28,306 - predict_qa_roberta - INFO - 0.9835769534111023
+[2023-06-28 16:04:28,307] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 16:04:28,307 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 16:04:28,307] INFO in predict_qa_roberta: 0.9253401756286621
+2023-06-28 16:04:28,307 - predict_qa_roberta - INFO - 0.9253401756286621
+[2023-06-28 16:04:28,307] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 16:04:28,307 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 16:04:28,307] INFO in predict_qa_roberta: 0.8729416728019714
+2023-06-28 16:04:28,307 - predict_qa_roberta - INFO - 0.8729416728019714
+[2023-06-28 16:04:28,307] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 16:04:28,307 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 16:04:28,308] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '中钢集团试汉安全环保研究院', 'safe_evaluate_4_sq_a1.2': '徐国平', 'a_common_social_credit_code': '91420107246652001', 'safe_evaluate_4_sq_a1.3': '青周区租平大道1244号'}
+2023-06-28 16:04:28,308 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '中钢集团试汉安全环保研究院', 'safe_evaluate_4_sq_a1.2': '徐国平', 'a_common_social_credit_code': '91420107246652001', 'safe_evaluate_4_sq_a1.3': '青周区租平大道1244号'}
+10.0.2.130 - - [28/Jun/2023 16:04:28] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:04:28,558] INFO in predict_qa_roberta: 0.014185690321028233
+2023-06-28 16:04:28,558 - predict_qa_roberta - INFO - 0.014185690321028233
+[2023-06-28 16:04:28,558] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:04:28,558 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:04:28,558] INFO in predict_qa_roberta: 0.9785035252571106
+2023-06-28 16:04:28,558 - predict_qa_roberta - INFO - 0.9785035252571106
+[2023-06-28 16:04:28,558] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:04:28,558 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:04:28,559] INFO in predict_qa_roberta: 0.9635416865348816
+2023-06-28 16:04:28,559 - predict_qa_roberta - INFO - 0.9635416865348816
+[2023-06-28 16:04:28,559] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:04:28,559 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:04:28,559] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '中钢集团试汉安全环保研究院', 'safe_evaluate_4_sq_1.5': '徐国平', 'safe_evaluate_4_sq_1.6': '青周区租平大道1244号'}
+2023-06-28 16:04:28,559 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '中钢集团试汉安全环保研究院', 'safe_evaluate_4_sq_1.5': '徐国平', 'safe_evaluate_4_sq_1.6': '青周区租平大道1244号'}
+10.0.2.130 - - [28/Jun/2023 16:04:28] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:04:40,502] INFO in predict_qa_roberta: 0.0041627730242908
+2023-06-28 16:04:40,502 - predict_qa_roberta - INFO - 0.0041627730242908
+[2023-06-28 16:04:40,502] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:04:40,502 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:04:40,503] INFO in predict_qa_roberta: 0.004079478792846203
+2023-06-28 16:04:40,503 - predict_qa_roberta - INFO - 0.004079478792846203
+[2023-06-28 16:04:40,503] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:04:40,503 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:04:40,503] INFO in predict_qa_roberta: 0.9891955852508545
+2023-06-28 16:04:40,503 - predict_qa_roberta - INFO - 0.9891955852508545
+[2023-06-28 16:04:40,503] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:04:40,503 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:04:40,503] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '北省武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '徐国平'}
+2023-06-28 16:04:40,503 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '北省武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '徐国平'}
+10.0.2.130 - - [28/Jun/2023 16:04:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:05:01,490] INFO in predict_qa_roberta: 0.008861289359629154
+2023-06-28 16:05:01,490 - predict_qa_roberta - INFO - 0.008861289359629154
+[2023-06-28 16:05:01,490] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:05:01,490 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:05:01,490] INFO in predict_qa_roberta: 2.6162819133368487e-10
+2023-06-28 16:05:01,490 - predict_qa_roberta - INFO - 2.6162819133368487e-10
+[2023-06-28 16:05:01,491] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:05:01,491 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:05:01,491] INFO in predict_qa_roberta: 5.966341376506534e-08
+2023-06-28 16:05:01,491 - predict_qa_roberta - INFO - 5.966341376506534e-08
+[2023-06-28 16:05:01,491] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:05:01,491 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:05:01,491] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '药卫', 'safe_evaluate_4_sq_1.6': '100299920101沃H称型名类'}
+2023-06-28 16:05:01,491 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '药卫', 'safe_evaluate_4_sq_1.6': '100299920101沃H称型名类'}
+10.0.2.130 - - [28/Jun/2023 16:05:01] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:05:23,185] INFO in predict_qa_roberta: 0.006399544887244701
+2023-06-28 16:05:23,185 - predict_qa_roberta - INFO - 0.006399544887244701
+[2023-06-28 16:05:23,185] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:05:23,185 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:05:23,186] INFO in predict_qa_roberta: 0.0049173422157764435
+2023-06-28 16:05:23,186 - predict_qa_roberta - INFO - 0.0049173422157764435
+[2023-06-28 16:05:23,186] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:05:23,186 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:05:23,186] INFO in predict_qa_roberta: 0.9811501502990723
+2023-06-28 16:05:23,186 - predict_qa_roberta - INFO - 0.9811501502990723
+[2023-06-28 16:05:23,187] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:05:23,187 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:05:23,187] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '吴启兵'}
+2023-06-28 16:05:23,187 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '吴启兵'}
+10.0.2.130 - - [28/Jun/2023 16:05:23] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:05:23,205] INFO in predict_qa_roberta: 1.1607301786398239e-09
+2023-06-28 16:05:23,205 - predict_qa_roberta - INFO - 1.1607301786398239e-09
+[2023-06-28 16:05:23,205] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:05:23,205 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:05:23,205] INFO in predict_qa_roberta: 7.2296884923162e-08
+2023-06-28 16:05:23,205 - predict_qa_roberta - INFO - 7.2296884923162e-08
+[2023-06-28 16:05:23,206] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:05:23,206 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:05:23,206] INFO in predict_qa_roberta: 2.0708854208351113e-05
+2023-06-28 16:05:23,206 - predict_qa_roberta - INFO - 2.0708854208351113e-05
+[2023-06-28 16:05:23,206] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:05:23,206 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:05:23,206] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '6640', 'safe_evaluate_4_sq_7.2': '120.0000A', 'safe_evaluate_4_sq_7.3': '2020年12月22日'}
+2023-06-28 16:05:23,206 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '6640', 'safe_evaluate_4_sq_7.2': '120.0000A', 'safe_evaluate_4_sq_7.3': '2020年12月22日'}
+10.0.2.130 - - [28/Jun/2023 16:05:23] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:05:23,502] INFO in predict_qa_roberta: 3.1101747026696103e-06
+2023-06-28 16:05:23,502 - predict_qa_roberta - INFO - 3.1101747026696103e-06
+[2023-06-28 16:05:23,502] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 16:05:23,502 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 16:05:23,502] INFO in predict_qa_roberta: 8.07867661656303e-11
+2023-06-28 16:05:23,502 - predict_qa_roberta - INFO - 8.07867661656303e-11
+[2023-06-28 16:05:23,503] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 16:05:23,503 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 16:05:23,503] INFO in predict_qa_roberta: 2.1879171185901214e-07
+2023-06-28 16:05:23,503 - predict_qa_roberta - INFO - 2.1879171185901214e-07
+[2023-06-28 16:05:23,503] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 16:05:23,503 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 16:05:23,503] INFO in predict_qa_roberta: 3.025744277351805e-08
+2023-06-28 16:05:23,503 - predict_qa_roberta - INFO - 3.025744277351805e-08
+[2023-06-28 16:05:23,504] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 16:05:23,504 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 16:05:23,504] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '型名类', 'safe_evaluate_4_sq_a1.2': '100299920101沃H称型名类', 'a_common_social_credit_code': '100299920101', 'safe_evaluate_4_sq_a1.3': '100299920101沃H称型名类'}
+2023-06-28 16:05:23,504 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '型名类', 'safe_evaluate_4_sq_a1.2': '100299920101沃H称型名类', 'a_common_social_credit_code': '100299920101', 'safe_evaluate_4_sq_a1.3': '100299920101沃H称型名类'}
+10.0.2.130 - - [28/Jun/2023 16:05:23] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:05:23,508] INFO in predict_qa_roberta: 0.008861289359629154
+2023-06-28 16:05:23,508 - predict_qa_roberta - INFO - 0.008861289359629154
+[2023-06-28 16:05:23,508] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:05:23,508 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:05:23,508] INFO in predict_qa_roberta: 2.6162819133368487e-10
+2023-06-28 16:05:23,508 - predict_qa_roberta - INFO - 2.6162819133368487e-10
+[2023-06-28 16:05:23,509] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:05:23,509 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:05:23,509] INFO in predict_qa_roberta: 5.966341376506534e-08
+2023-06-28 16:05:23,509 - predict_qa_roberta - INFO - 5.966341376506534e-08
+[2023-06-28 16:05:23,509] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:05:23,509 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:05:23,509] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '药卫', 'safe_evaluate_4_sq_1.6': '100299920101沃H称型名类'}
+2023-06-28 16:05:23,509 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '药卫', 'safe_evaluate_4_sq_1.6': '100299920101沃H称型名类'}
+10.0.2.130 - - [28/Jun/2023 16:05:23] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:05:34,644] INFO in predict_qa_roberta: 0.006399544887244701
+2023-06-28 16:05:34,644 - predict_qa_roberta - INFO - 0.006399544887244701
+[2023-06-28 16:05:34,644] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:05:34,644 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:05:34,644] INFO in predict_qa_roberta: 0.0049173422157764435
+2023-06-28 16:05:34,644 - predict_qa_roberta - INFO - 0.0049173422157764435
+[2023-06-28 16:05:34,644] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:05:34,644 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:05:34,645] INFO in predict_qa_roberta: 0.9811501502990723
+2023-06-28 16:05:34,645 - predict_qa_roberta - INFO - 0.9811501502990723
+[2023-06-28 16:05:34,645] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:05:34,645 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:05:34,645] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '吴启兵'}
+2023-06-28 16:05:34,645 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '武汉市青山区和 平大道1244号', 'safe_evaluate_4_sq_1.1': '武汉安全环保研究院有限公司', 'safe_evaluate_4_sq_1.2': '吴启兵'}
+10.0.2.130 - - [28/Jun/2023 16:05:34] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:07:37,670] INFO in predict_qa_roberta: 0.6726827025413513
+2023-06-28 16:07:37,670 - predict_qa_roberta - INFO - 0.6726827025413513
+[2023-06-28 16:07:37,671] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:07:37,671 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:07:37,671] INFO in predict_qa_roberta: 0.9717715978622437
+2023-06-28 16:07:37,671 - predict_qa_roberta - INFO - 0.9717715978622437
+[2023-06-28 16:07:37,671] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:07:37,671 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:07:37,671] INFO in predict_qa_roberta: 1.894677126301758e-07
+2023-06-28 16:07:37,671 - predict_qa_roberta - INFO - 1.894677126301758e-07
+[2023-06-28 16:07:37,671] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:07:37,671 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:07:37,671] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '学儿车日保技术有惠分司', 'safe_evaluate_4_sq_1.5': '星卫民', 'safe_evaluate_4_sq_1.6': '学儿车日保技术有惠分司'}
+2023-06-28 16:07:37,671 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '学儿车日保技术有惠分司', 'safe_evaluate_4_sq_1.5': '星卫民', 'safe_evaluate_4_sq_1.6': '学儿车日保技术有惠分司'}
+10.0.2.130 - - [28/Jun/2023 16:07:37] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:09:03,114] INFO in predict_qa_roberta: 0.00013128719001542777
+2023-06-28 16:09:03,114 - predict_qa_roberta - INFO - 0.00013128719001542777
+[2023-06-28 16:09:03,114] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:09:03,114 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:09:03,114] INFO in predict_qa_roberta: 3.3440599054301856e-06
+2023-06-28 16:09:03,114 - predict_qa_roberta - INFO - 3.3440599054301856e-06
+[2023-06-28 16:09:03,114] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:09:03,114 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:09:03,114] INFO in predict_qa_roberta: 6.152191645014682e-08
+2023-06-28 16:09:03,114 - predict_qa_roberta - INFO - 6.152191645014682e-08
+[2023-06-28 16:09:03,114] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:09:03,114 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:09:03,114] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1340平方米', 'safe_evaluate_4_sq_7.2': '2.4912.4912.49JM2.49间', 'safe_evaluate_4_sq_7.3': '1541!七'}
+2023-06-28 16:09:03,114 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1340平方米', 'safe_evaluate_4_sq_7.2': '2.4912.4912.49JM2.49间', 'safe_evaluate_4_sq_7.3': '1541!七'}
+10.0.2.130 - - [28/Jun/2023 16:09:03] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:09:25,619] INFO in predict_qa_roberta: 0.7863938212394714
+2023-06-28 16:09:25,619 - predict_qa_roberta - INFO - 0.7863938212394714
+[2023-06-28 16:09:25,620] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:09:25,620 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:09:25,620] INFO in predict_qa_roberta: 0.7111238837242126
+2023-06-28 16:09:25,620 - predict_qa_roberta - INFO - 0.7111238837242126
+[2023-06-28 16:09:25,620] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:09:25,620 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:09:25,620] INFO in predict_qa_roberta: 0.890062689781189
+2023-06-28 16:09:25,620 - predict_qa_roberta - INFO - 0.890062689781189
+[2023-06-28 16:09:25,620] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:09:25,620 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:09:25,620] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北省十堰市东风大道 62号', 'safe_evaluate_4_sq_1.1': '湖北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.2': '张卫民'}
+2023-06-28 16:09:25,620 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北省十堰市东风大道 62号', 'safe_evaluate_4_sq_1.1': '湖北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.2': '张卫民'}
+10.0.2.130 - - [28/Jun/2023 16:09:25] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:09:26,115] INFO in predict_qa_roberta: 0.21798095107078552
+2023-06-28 16:09:26,115 - predict_qa_roberta - INFO - 0.21798095107078552
+[2023-06-28 16:09:26,115] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 16:09:26,115 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 16:09:26,115] INFO in predict_qa_roberta: 0.9583210945129395
+2023-06-28 16:09:26,115 - predict_qa_roberta - INFO - 0.9583210945129395
+[2023-06-28 16:09:26,116] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 16:09:26,116 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 16:09:26,116] INFO in predict_qa_roberta: 0.8840183019638062
+2023-06-28 16:09:26,116 - predict_qa_roberta - INFO - 0.8840183019638062
+[2023-06-28 16:09:26,116] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 16:09:26,116 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 16:09:26,116] INFO in predict_qa_roberta: 1.817546575466622e-07
+2023-06-28 16:09:26,116 - predict_qa_roberta - INFO - 1.817546575466622e-07
+[2023-06-28 16:09:26,116] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 16:09:26,116 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 16:09:26,116] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '学儿车日保技术有惠分司', 'safe_evaluate_4_sq_a1.2': '星卫民', 'a_common_social_credit_code': '914203005570194973', 'safe_evaluate_4_sq_a1.3': '914203005570194973'}
+2023-06-28 16:09:26,116 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '学儿车日保技术有惠分司', 'safe_evaluate_4_sq_a1.2': '星卫民', 'a_common_social_credit_code': '914203005570194973', 'safe_evaluate_4_sq_a1.3': '914203005570194973'}
+10.0.2.130 - - [28/Jun/2023 16:09:26] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:09:27,019] INFO in predict_qa_roberta: 0.47627168893814087
+2023-06-28 16:09:27,019 - predict_qa_roberta - INFO - 0.47627168893814087
+[2023-06-28 16:09:27,019] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:09:27,019 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:09:27,020] INFO in predict_qa_roberta: 0.09674204140901566
+2023-06-28 16:09:27,020 - predict_qa_roberta - INFO - 0.09674204140901566
+[2023-06-28 16:09:27,020] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:09:27,020 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:09:27,020] INFO in predict_qa_roberta: 3.683381009977893e-06
+2023-06-28 16:09:27,020 - predict_qa_roberta - INFO - 3.683381009977893e-06
+[2023-06-28 16:09:27,020] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:09:27,020 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:09:27,020] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '2342.1平方米', 'safe_evaluate_4_sq_7.2': '2342.1平方米', 'safe_evaluate_4_sq_7.3': '陈慧明'}
+2023-06-28 16:09:27,020 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '2342.1平方米', 'safe_evaluate_4_sq_7.2': '2342.1平方米', 'safe_evaluate_4_sq_7.3': '陈慧明'}
+10.0.2.130 - - [28/Jun/2023 16:09:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:09:27,493] INFO in predict_qa_roberta: 0.6726827025413513
+2023-06-28 16:09:27,493 - predict_qa_roberta - INFO - 0.6726827025413513
+[2023-06-28 16:09:27,493] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:09:27,493 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:09:27,493] INFO in predict_qa_roberta: 0.9717715978622437
+2023-06-28 16:09:27,493 - predict_qa_roberta - INFO - 0.9717715978622437
+[2023-06-28 16:09:27,493] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:09:27,493 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:09:27,494] INFO in predict_qa_roberta: 1.894677126301758e-07
+2023-06-28 16:09:27,494 - predict_qa_roberta - INFO - 1.894677126301758e-07
+[2023-06-28 16:09:27,494] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:09:27,494 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:09:27,494] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '学儿车日保技术有惠分司', 'safe_evaluate_4_sq_1.5': '星卫民', 'safe_evaluate_4_sq_1.6': '学儿车日保技术有惠分司'}
+2023-06-28 16:09:27,494 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '学儿车日保技术有惠分司', 'safe_evaluate_4_sq_1.5': '星卫民', 'safe_evaluate_4_sq_1.6': '学儿车日保技术有惠分司'}
+10.0.2.130 - - [28/Jun/2023 16:09:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:09:39,916] INFO in predict_qa_roberta: 9.78973957899143e-07
+2023-06-28 16:09:39,916 - predict_qa_roberta - INFO - 9.78973957899143e-07
+[2023-06-28 16:09:39,916] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 16:09:39,916 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 16:09:39,917] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': 'ZHENGXIN ASSET EVALUATION FIRM'}
+2023-06-28 16:09:39,917 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': 'ZHENGXIN ASSET EVALUATION FIRM'}
+10.0.2.130 - - [28/Jun/2023 16:09:39] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:10:22,706] INFO in predict_qa_roberta: 0.7863938212394714
+2023-06-28 16:10:22,706 - predict_qa_roberta - INFO - 0.7863938212394714
+[2023-06-28 16:10:22,706] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:10:22,706 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:10:22,706] INFO in predict_qa_roberta: 0.7111238837242126
+2023-06-28 16:10:22,706 - predict_qa_roberta - INFO - 0.7111238837242126
+[2023-06-28 16:10:22,706] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:10:22,706 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:10:22,706] INFO in predict_qa_roberta: 0.890062689781189
+2023-06-28 16:10:22,706 - predict_qa_roberta - INFO - 0.890062689781189
+[2023-06-28 16:10:22,707] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:10:22,707 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:10:22,707] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北省十堰市东风大道 62号', 'safe_evaluate_4_sq_1.1': '湖北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.2': '张卫民'}
+2023-06-28 16:10:22,707 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北省十堰市东风大道 62号', 'safe_evaluate_4_sq_1.1': '湖北九泰安全环保技术有限公司', 'safe_evaluate_4_sq_1.2': '张卫民'}
+10.0.2.130 - - [28/Jun/2023 16:10:22] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:11:04,028] INFO in predict_qa_roberta: 0.00142310478258878
+2023-06-28 16:11:04,028 - predict_qa_roberta - INFO - 0.00142310478258878
+[2023-06-28 16:11:04,028] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:11:04,028 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:11:04,028] INFO in predict_qa_roberta: 1.6606529698037775e-06
+2023-06-28 16:11:04,028 - predict_qa_roberta - INFO - 1.6606529698037775e-06
+[2023-06-28 16:11:04,029] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:11:04,029 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:11:04,029] INFO in predict_qa_roberta: 1.9720982180615465e-08
+2023-06-28 16:11:04,029 - predict_qa_roberta - INFO - 1.9720982180615465e-08
+[2023-06-28 16:11:04,029] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:11:04,029 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:11:04,029] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '法人', 'safe_evaluate_4_sq_1.5': 'a', 'safe_evaluate_4_sq_1.6': '1#08E'}
+2023-06-28 16:11:04,029 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '法人', 'safe_evaluate_4_sq_1.5': 'a', 'safe_evaluate_4_sq_1.6': '1#08E'}
+10.0.2.130 - - [28/Jun/2023 16:11:04] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:11:59,070] INFO in predict_qa_roberta: 0.0368817001581192
+2023-06-28 16:11:59,070 - predict_qa_roberta - INFO - 0.0368817001581192
+[2023-06-28 16:11:59,071] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:11:59,071 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:11:59,072] INFO in predict_qa_roberta: 2.0710551495994878e-07
+2023-06-28 16:11:59,072 - predict_qa_roberta - INFO - 2.0710551495994878e-07
+[2023-06-28 16:11:59,072] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:11:59,072 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:11:59,073] INFO in predict_qa_roberta: 6.145049979977557e-08
+2023-06-28 16:11:59,073 - predict_qa_roberta - INFO - 6.145049979977557e-08
+[2023-06-28 16:11:59,074] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:11:59,074 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:11:59,075] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '10001.55平方米', 'safe_evaluate_4_sq_7.2': '10001.55平方米', 'safe_evaluate_4_sq_7.3': '未经出租人书询同意'}
+2023-06-28 16:11:59,075 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '10001.55平方米', 'safe_evaluate_4_sq_7.2': '10001.55平方米', 'safe_evaluate_4_sq_7.3': '未经出租人书询同意'}
+10.0.2.130 - - [28/Jun/2023 16:11:59] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:12:09,576] INFO in predict_qa_roberta: 0.8309469223022461
+2023-06-28 16:12:09,576 - predict_qa_roberta - INFO - 0.8309469223022461
+[2023-06-28 16:12:09,576] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:12:09,576 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:12:09,577] INFO in predict_qa_roberta: 0.9024156332015991
+2023-06-28 16:12:09,577 - predict_qa_roberta - INFO - 0.9024156332015991
+[2023-06-28 16:12:09,577] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:12:09,577 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:12:09,577] INFO in predict_qa_roberta: 0.2293717861175537
+2023-06-28 16:12:09,577 - predict_qa_roberta - INFO - 0.2293717861175537
+[2023-06-28 16:12:09,578] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:12:09,578 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:12:09,578] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '荆门市搬力区石坡大道2号', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+2023-06-28 16:12:09,578 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '荆门市搬力区石坡大道2号', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+10.0.2.130 - - [28/Jun/2023 16:12:09] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:12:09,966] INFO in predict_qa_roberta: 0.041984181851148605
+2023-06-28 16:12:09,966 - predict_qa_roberta - INFO - 0.041984181851148605
+[2023-06-28 16:12:09,967] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 16:12:09,967 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 16:12:09,967] INFO in predict_qa_roberta: 0.020241595804691315
+2023-06-28 16:12:09,967 - predict_qa_roberta - INFO - 0.020241595804691315
+[2023-06-28 16:12:09,967] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 16:12:09,967 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 16:12:09,967] INFO in predict_qa_roberta: 7.898202056821901e-07
+2023-06-28 16:12:09,967 - predict_qa_roberta - INFO - 7.898202056821901e-07
+[2023-06-28 16:12:09,967] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 16:12:09,967 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 16:12:09,967] INFO in predict_qa_roberta: 2.420805003566784e-06
+2023-06-28 16:12:09,967 - predict_qa_roberta - INFO - 2.420805003566784e-06
+[2023-06-28 16:12:09,967] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 16:12:09,967 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 16:12:09,968] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '法人', 'safe_evaluate_4_sq_a1.2': '法人', 'a_common_social_credit_code': '1', 'safe_evaluate_4_sq_a1.3': '法人'}
+2023-06-28 16:12:09,968 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '法人', 'safe_evaluate_4_sq_a1.2': '法人', 'a_common_social_credit_code': '1', 'safe_evaluate_4_sq_a1.3': '法人'}
+10.0.2.130 - - [28/Jun/2023 16:12:09] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:12:10,617] INFO in predict_qa_roberta: 0.5417647361755371
+2023-06-28 16:12:10,617 - predict_qa_roberta - INFO - 0.5417647361755371
+[2023-06-28 16:12:10,617] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:12:10,617 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:12:10,617] INFO in predict_qa_roberta: 0.00043315073708072305
+2023-06-28 16:12:10,617 - predict_qa_roberta - INFO - 0.00043315073708072305
+[2023-06-28 16:12:10,618] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:12:10,618 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:12:10,618] INFO in predict_qa_roberta: 4.660795639210846e-06
+2023-06-28 16:12:10,618 - predict_qa_roberta - INFO - 4.660795639210846e-06
+[2023-06-28 16:12:10,618] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:12:10,618 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:12:10,618] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '2401.31平方米', 'safe_evaluate_4_sq_7.2': '8 室', 'safe_evaluate_4_sq_7.3': '20'}
+2023-06-28 16:12:10,618 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '2401.31平方米', 'safe_evaluate_4_sq_7.2': '8 室', 'safe_evaluate_4_sq_7.3': '20'}
+10.0.2.130 - - [28/Jun/2023 16:12:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:12:10,856] INFO in predict_qa_roberta: 0.00142310478258878
+2023-06-28 16:12:10,856 - predict_qa_roberta - INFO - 0.00142310478258878
+[2023-06-28 16:12:10,856] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:12:10,856 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:12:10,856] INFO in predict_qa_roberta: 1.6606529698037775e-06
+2023-06-28 16:12:10,856 - predict_qa_roberta - INFO - 1.6606529698037775e-06
+[2023-06-28 16:12:10,856] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:12:10,856 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:12:10,856] INFO in predict_qa_roberta: 1.9720982180615465e-08
+2023-06-28 16:12:10,856 - predict_qa_roberta - INFO - 1.9720982180615465e-08
+[2023-06-28 16:12:10,856] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:12:10,856 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:12:10,856] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '法人', 'safe_evaluate_4_sq_1.5': 'a', 'safe_evaluate_4_sq_1.6': '1#08E'}
+2023-06-28 16:12:10,856 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '法人', 'safe_evaluate_4_sq_1.5': 'a', 'safe_evaluate_4_sq_1.6': '1#08E'}
+10.0.2.130 - - [28/Jun/2023 16:12:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:12:25,361] INFO in predict_qa_roberta: 3.0525728789143614e-07
+2023-06-28 16:12:25,361 - predict_qa_roberta - INFO - 3.0525728789143614e-07
+[2023-06-28 16:12:25,362] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 16:12:25,362 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 16:12:25,362] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '1'}
+2023-06-28 16:12:25,362 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '1'}
+10.0.2.130 - - [28/Jun/2023 16:12:25] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:12:45,589] INFO in predict_qa_roberta: 0.8309469223022461
+2023-06-28 16:12:45,589 - predict_qa_roberta - INFO - 0.8309469223022461
+[2023-06-28 16:12:45,590] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:12:45,590 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:12:45,590] INFO in predict_qa_roberta: 0.9024156332015991
+2023-06-28 16:12:45,590 - predict_qa_roberta - INFO - 0.9024156332015991
+[2023-06-28 16:12:45,590] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:12:45,590 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:12:45,590] INFO in predict_qa_roberta: 0.2293717861175537
+2023-06-28 16:12:45,590 - predict_qa_roberta - INFO - 0.2293717861175537
+[2023-06-28 16:12:45,590] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:12:45,590 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:12:45,590] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '荆门市搬力区石坡大道2号', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+2023-06-28 16:12:45,590 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '荆门市搬力区石坡大道2号', 'safe_evaluate_4_sq_1.1': '湖北吉祥安全技术服务有限公司', 'safe_evaluate_4_sq_1.2': '谢泽平'}
+10.0.2.130 - - [28/Jun/2023 16:12:45] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:13:43,164] INFO in predict_qa_roberta: 0.11285190284252167
+2023-06-28 16:13:43,164 - predict_qa_roberta - INFO - 0.11285190284252167
+[2023-06-28 16:13:43,164] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:13:43,164 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:13:43,165] INFO in predict_qa_roberta: 1.9442612142483995e-07
+2023-06-28 16:13:43,165 - predict_qa_roberta - INFO - 1.9442612142483995e-07
+[2023-06-28 16:13:43,165] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:13:43,165 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:13:43,165] INFO in predict_qa_roberta: 6.9030679696879815e-06
+2023-06-28 16:13:43,165 - predict_qa_roberta - INFO - 6.9030679696879815e-06
+[2023-06-28 16:13:43,165] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:13:43,165 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:13:43,165] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '法人', 'safe_evaluate_4_sq_1.6': '法人证明（企业执照'}
+2023-06-28 16:13:43,165 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '法人', 'safe_evaluate_4_sq_1.6': '法人证明（企业执照'}
+10.0.2.130 - - [28/Jun/2023 16:13:43] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:14:33,022] INFO in predict_qa_roberta: 1.6959041115871543e-10
+2023-06-28 16:14:33,022 - predict_qa_roberta - INFO - 1.6959041115871543e-10
+[2023-06-28 16:14:33,023] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 16:14:33,023 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 16:14:33,024] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '37.37375万元'}
+2023-06-28 16:14:33,024 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '37.37375万元'}
+10.0.2.130 - - [28/Jun/2023 16:14:33] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:14:35,742] INFO in predict_qa_roberta: 1.7023652487679897e-09
+2023-06-28 16:14:35,742 - predict_qa_roberta - INFO - 1.7023652487679897e-09
+[2023-06-28 16:14:35,743] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:14:35,743 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:14:35,743] INFO in predict_qa_roberta: 7.412539332340984e-11
+2023-06-28 16:14:35,743 - predict_qa_roberta - INFO - 7.412539332340984e-11
+[2023-06-28 16:14:35,744] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:14:35,744 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:14:35,744] INFO in predict_qa_roberta: 6.476305047797837e-10
+2023-06-28 16:14:35,744 - predict_qa_roberta - INFO - 6.476305047797837e-10
+[2023-06-28 16:14:35,745] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:14:35,745 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:14:35,745] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '共有建面户内建筑面积', 'safe_evaluate_4_sq_7.2': '共有建面户内建筑面积', 'safe_evaluate_4_sq_7.3': '《中华人民共和国物权法》'}
+2023-06-28 16:14:35,745 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '共有建面户内建筑面积', 'safe_evaluate_4_sq_7.2': '共有建面户内建筑面积', 'safe_evaluate_4_sq_7.3': '《中华人民共和国物权法》'}
+10.0.2.130 - - [28/Jun/2023 16:14:35] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:14:48,012] INFO in predict_qa_roberta: 3.4204687835881487e-05
+2023-06-28 16:14:48,012 - predict_qa_roberta - INFO - 3.4204687835881487e-05
+[2023-06-28 16:14:48,012] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:14:48,012 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:14:48,013] INFO in predict_qa_roberta: 1.775114633062458e-08
+2023-06-28 16:14:48,013 - predict_qa_roberta - INFO - 1.775114633062458e-08
+[2023-06-28 16:14:48,013] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:14:48,013 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:14:48,013] INFO in predict_qa_roberta: 8.37706636502844e-07
+2023-06-28 16:14:48,013 - predict_qa_roberta - INFO - 8.37706636502844e-07
+[2023-06-28 16:14:48,013] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:14:48,013 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:14:48,013] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1075平方米', 'safe_evaluate_4_sq_7.2': '1075平方米', 'safe_evaluate_4_sq_7.3': '正常使用要求'}
+2023-06-28 16:14:48,013 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1075平方米', 'safe_evaluate_4_sq_7.2': '1075平方米', 'safe_evaluate_4_sq_7.3': '正常使用要求'}
+10.0.2.130 - - [28/Jun/2023 16:14:48] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:15:26,196] INFO in predict_qa_roberta: 0.0015616979217156768
+2023-06-28 16:15:26,196 - predict_qa_roberta - INFO - 0.0015616979217156768
+[2023-06-28 16:15:26,197] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:15:26,197 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:15:26,197] INFO in predict_qa_roberta: 0.798741340637207
+2023-06-28 16:15:26,197 - predict_qa_roberta - INFO - 0.798741340637207
+[2023-06-28 16:15:26,197] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:15:26,197 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:15:26,197] INFO in predict_qa_roberta: 0.968512773513794
+2023-06-28 16:15:26,197 - predict_qa_roberta - INFO - 0.968512773513794
+[2023-06-28 16:15:26,198] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:15:26,198 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:15:26,198] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '505A室', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+2023-06-28 16:15:26,198 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '505A室', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+10.0.2.130 - - [28/Jun/2023 16:15:26] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:15:26,559] INFO in predict_qa_roberta: 0.5145648717880249
+2023-06-28 16:15:26,559 - predict_qa_roberta - INFO - 0.5145648717880249
+[2023-06-28 16:15:26,559] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 16:15:26,559 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 16:15:26,559] INFO in predict_qa_roberta: 0.0012147912057116628
+2023-06-28 16:15:26,559 - predict_qa_roberta - INFO - 0.0012147912057116628
+[2023-06-28 16:15:26,559] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 16:15:26,559 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 16:15:26,560] INFO in predict_qa_roberta: 1.112804875447182e-05
+2023-06-28 16:15:26,560 - predict_qa_roberta - INFO - 1.112804875447182e-05
+[2023-06-28 16:15:26,560] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 16:15:26,560 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 16:15:26,560] INFO in predict_qa_roberta: 0.006918384227901697
+2023-06-28 16:15:26,560 - predict_qa_roberta - INFO - 0.006918384227901697
+[2023-06-28 16:15:26,560] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 16:15:26,560 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 16:15:26,560] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '企业', 'safe_evaluate_4_sq_a1.2': '法人', 'a_common_social_credit_code': '811', 'safe_evaluate_4_sq_a1.3': '11:*ob日e6080S月'}
+2023-06-28 16:15:26,560 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '企业', 'safe_evaluate_4_sq_a1.2': '法人', 'a_common_social_credit_code': '811', 'safe_evaluate_4_sq_a1.3': '11:*ob日e6080S月'}
+10.0.2.130 - - [28/Jun/2023 16:15:26] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:15:27,145] INFO in predict_qa_roberta: 0.9449862241744995
+2023-06-28 16:15:27,145 - predict_qa_roberta - INFO - 0.9449862241744995
+[2023-06-28 16:15:27,145] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:15:27,145 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:15:27,145] INFO in predict_qa_roberta: 1.2352572866802802e-06
+2023-06-28 16:15:27,145 - predict_qa_roberta - INFO - 1.2352572866802802e-06
+[2023-06-28 16:15:27,145] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:15:27,145 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:15:27,145] INFO in predict_qa_roberta: 5.524835069081746e-05
+2023-06-28 16:15:27,145 - predict_qa_roberta - INFO - 5.524835069081746e-05
+[2023-06-28 16:15:27,145] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:15:27,145 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:15:27,145] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1113平方米', 'safe_evaluate_4_sq_7.2': '1113平方米', 'safe_evaluate_4_sq_7.3': 'AQ2029-2010(4.1.3)'}
+2023-06-28 16:15:27,145 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1113平方米', 'safe_evaluate_4_sq_7.2': '1113平方米', 'safe_evaluate_4_sq_7.3': 'AQ2029-2010(4.1.3)'}
+10.0.2.130 - - [28/Jun/2023 16:15:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:15:27,306] INFO in predict_qa_roberta: 0.11285190284252167
+2023-06-28 16:15:27,306 - predict_qa_roberta - INFO - 0.11285190284252167
+[2023-06-28 16:15:27,306] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:15:27,306 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:15:27,306] INFO in predict_qa_roberta: 1.9442612142483995e-07
+2023-06-28 16:15:27,306 - predict_qa_roberta - INFO - 1.9442612142483995e-07
+[2023-06-28 16:15:27,307] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:15:27,307 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:15:27,307] INFO in predict_qa_roberta: 6.9030679696879815e-06
+2023-06-28 16:15:27,307 - predict_qa_roberta - INFO - 6.9030679696879815e-06
+[2023-06-28 16:15:27,307] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:15:27,307 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:15:27,307] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '法人', 'safe_evaluate_4_sq_1.6': '法人证明（企业执照'}
+2023-06-28 16:15:27,307 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '企业', 'safe_evaluate_4_sq_1.5': '法人', 'safe_evaluate_4_sq_1.6': '法人证明（企业执照'}
+10.0.2.130 - - [28/Jun/2023 16:15:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:16:16,504] INFO in predict_qa_roberta: 0.0015616979217156768
+2023-06-28 16:16:16,504 - predict_qa_roberta - INFO - 0.0015616979217156768
+[2023-06-28 16:16:16,505] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:16:16,505 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:16:16,505] INFO in predict_qa_roberta: 0.798741340637207
+2023-06-28 16:16:16,505 - predict_qa_roberta - INFO - 0.798741340637207
+[2023-06-28 16:16:16,505] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:16:16,505 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:16:16,506] INFO in predict_qa_roberta: 0.968512773513794
+2023-06-28 16:16:16,506 - predict_qa_roberta - INFO - 0.968512773513794
+[2023-06-28 16:16:16,506] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:16:16,506 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:16:16,506] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '505A室', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+2023-06-28 16:16:16,506 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '505A室', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+10.0.2.130 - - [28/Jun/2023 16:16:16] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:17:03,932] INFO in predict_qa_roberta: 0.002984821330755949
+2023-06-28 16:17:03,932 - predict_qa_roberta - INFO - 0.002984821330755949
+[2023-06-28 16:17:03,932] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:17:03,932 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:17:03,932] INFO in predict_qa_roberta: 1.7852565259435238e-10
+2023-06-28 16:17:03,932 - predict_qa_roberta - INFO - 1.7852565259435238e-10
+[2023-06-28 16:17:03,932] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:17:03,932 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:17:03,932] INFO in predict_qa_roberta: 6.109582528779356e-08
+2023-06-28 16:17:03,932 - predict_qa_roberta - INFO - 6.109582528779356e-08
+[2023-06-28 16:17:03,932] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:17:03,932 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:17:03,932] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '成营住 ()0称型名类', 'safe_evaluate_4_sq_1.6': '(M)/“07/11/0202二20月年'}
+2023-06-28 16:17:03,932 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '成营住 ()0称型名类', 'safe_evaluate_4_sq_1.6': '(M)/“07/11/0202二20月年'}
+10.0.2.130 - - [28/Jun/2023 16:17:03] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:17:50,586] INFO in predict_qa_roberta: 0.0368817001581192
+2023-06-28 16:17:50,586 - predict_qa_roberta - INFO - 0.0368817001581192
+[2023-06-28 16:17:50,587] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:17:50,587 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:17:50,587] INFO in predict_qa_roberta: 2.0710551495994878e-07
+2023-06-28 16:17:50,587 - predict_qa_roberta - INFO - 2.0710551495994878e-07
+[2023-06-28 16:17:50,588] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:17:50,588 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:17:50,588] INFO in predict_qa_roberta: 6.145049979977557e-08
+2023-06-28 16:17:50,588 - predict_qa_roberta - INFO - 6.145049979977557e-08
+[2023-06-28 16:17:50,589] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:17:50,589 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:17:50,589] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '10001.55平方米', 'safe_evaluate_4_sq_7.2': '10001.55平方米', 'safe_evaluate_4_sq_7.3': '未经出租人书询同意'}
+2023-06-28 16:17:50,589 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '10001.55平方米', 'safe_evaluate_4_sq_7.2': '10001.55平方米', 'safe_evaluate_4_sq_7.3': '未经出租人书询同意'}
+10.0.2.130 - - [28/Jun/2023 16:17:50] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:17:54,419] INFO in predict_qa_roberta: 8.785536920186132e-07
+2023-06-28 16:17:54,419 - predict_qa_roberta - INFO - 8.785536920186132e-07
+[2023-06-28 16:17:54,419] INFO in predict_qa_roberta: safe_evaluate_4_sq_6.1
+2023-06-28 16:17:54,419 - predict_qa_roberta - INFO - safe_evaluate_4_sq_6.1
+[2023-06-28 16:17:54,420] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_6.1': '2019/7/2338,730.192提升机'}
+2023-06-28 16:17:54,420 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_6.1': '2019/7/2338,730.192提升机'}
+10.0.2.130 - - [28/Jun/2023 16:17:54] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:18:28,605] INFO in predict_qa_roberta: 0.7842735052108765
+2023-06-28 16:18:28,605 - predict_qa_roberta - INFO - 0.7842735052108765
+[2023-06-28 16:18:28,607] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:18:28,607 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:18:28,608] INFO in predict_qa_roberta: 0.9706713557243347
+2023-06-28 16:18:28,608 - predict_qa_roberta - INFO - 0.9706713557243347
+[2023-06-28 16:18:28,608] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:18:28,608 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:18:28,610] INFO in predict_qa_roberta: 0.9081907272338867
+2023-06-28 16:18:28,610 - predict_qa_roberta - INFO - 0.9081907272338867
+[2023-06-28 16:18:28,610] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:18:28,610 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:18:28,611] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '大冶有色设计研究院有限公司', 'safe_evaluate_4_sq_1.5': '胡家宏', 'safe_evaluate_4_sq_1.6': '湖北省黄石新下陆冶炼路65号'}
+2023-06-28 16:18:28,611 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '大冶有色设计研究院有限公司', 'safe_evaluate_4_sq_1.5': '胡家宏', 'safe_evaluate_4_sq_1.6': '湖北省黄石新下陆冶炼路65号'}
+10.0.2.130 - - [28/Jun/2023 16:18:28] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:19:07,966] INFO in predict_qa_roberta: 0.8957918882369995
+2023-06-28 16:19:07,966 - predict_qa_roberta - INFO - 0.8957918882369995
+[2023-06-28 16:19:07,967] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:19:07,967 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:19:07,967] INFO in predict_qa_roberta: 0.8543023467063904
+2023-06-28 16:19:07,967 - predict_qa_roberta - INFO - 0.8543023467063904
+[2023-06-28 16:19:07,967] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:19:07,967 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:19:07,967] INFO in predict_qa_roberta: 0.9549914598464966
+2023-06-28 16:19:07,967 - predict_qa_roberta - INFO - 0.9549914598464966
+[2023-06-28 16:19:07,968] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:19:07,968 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:19:07,968] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北省黄石市新下 陆冶炼路65号', 'safe_evaluate_4_sq_1.1': '大治有色设计研究院有限公司', 'safe_evaluate_4_sq_1.2': '胡家宏'}
+2023-06-28 16:19:07,968 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北省黄石市新下 陆冶炼路65号', 'safe_evaluate_4_sq_1.1': '大治有色设计研究院有限公司', 'safe_evaluate_4_sq_1.2': '胡家宏'}
+10.0.2.130 - - [28/Jun/2023 16:19:07] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:19:08,192] INFO in predict_qa_roberta: 0.49637606739997864
+2023-06-28 16:19:08,192 - predict_qa_roberta - INFO - 0.49637606739997864
+[2023-06-28 16:19:08,193] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:19:08,193 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:19:08,194] INFO in predict_qa_roberta: 1.7091834934035433e-06
+2023-06-28 16:19:08,194 - predict_qa_roberta - INFO - 1.7091834934035433e-06
+[2023-06-28 16:19:08,194] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:19:08,194 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:19:08,195] INFO in predict_qa_roberta: 1.3064192899037153e-05
+2023-06-28 16:19:08,195 - predict_qa_roberta - INFO - 1.3064192899037153e-05
+[2023-06-28 16:19:08,195] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:19:08,195 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:19:08,195] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '10001.55平方米', 'safe_evaluate_4_sq_7.2': '10001.55平方米', 'safe_evaluate_4_sq_7.3': '10'}
+2023-06-28 16:19:08,195 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '10001.55平方米', 'safe_evaluate_4_sq_7.2': '10001.55平方米', 'safe_evaluate_4_sq_7.3': '10'}
+10.0.2.130 - - [28/Jun/2023 16:19:08] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:19:10,304] INFO in predict_qa_roberta: 0.9568814039230347
+2023-06-28 16:19:10,304 - predict_qa_roberta - INFO - 0.9568814039230347
+[2023-06-28 16:19:10,305] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 16:19:10,305 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 16:19:10,305] INFO in predict_qa_roberta: 0.9947472214698792
+2023-06-28 16:19:10,305 - predict_qa_roberta - INFO - 0.9947472214698792
+[2023-06-28 16:19:10,305] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 16:19:10,305 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 16:19:10,306] INFO in predict_qa_roberta: 0.9250361919403076
+2023-06-28 16:19:10,306 - predict_qa_roberta - INFO - 0.9250361919403076
+[2023-06-28 16:19:10,306] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 16:19:10,306 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 16:19:10,306] INFO in predict_qa_roberta: 0.944911003112793
+2023-06-28 16:19:10,306 - predict_qa_roberta - INFO - 0.944911003112793
+[2023-06-28 16:19:10,306] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 16:19:10,306 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 16:19:10,306] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '大冶有色设计研究院有限公司', 'safe_evaluate_4_sq_a1.2': '胡家宏', 'a_common_social_credit_code': '914202006622636271', 'safe_evaluate_4_sq_a1.3': '湖北省黄石新下陆冶炼路65号'}
+2023-06-28 16:19:10,306 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '大冶有色设计研究院有限公司', 'safe_evaluate_4_sq_a1.2': '胡家宏', 'a_common_social_credit_code': '914202006622636271', 'safe_evaluate_4_sq_a1.3': '湖北省黄石新下陆冶炼路65号'}
+10.0.2.130 - - [28/Jun/2023 16:19:10] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:19:10,327] INFO in predict_qa_roberta: 0.7842735052108765
+2023-06-28 16:19:10,327 - predict_qa_roberta - INFO - 0.7842735052108765
+[2023-06-28 16:19:10,328] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:19:10,328 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:19:10,328] INFO in predict_qa_roberta: 0.9706713557243347
+2023-06-28 16:19:10,328 - predict_qa_roberta - INFO - 0.9706713557243347
+[2023-06-28 16:19:10,328] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:19:10,328 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:19:10,329] INFO in predict_qa_roberta: 0.9081907272338867
+2023-06-28 16:19:10,329 - predict_qa_roberta - INFO - 0.9081907272338867
+[2023-06-28 16:19:10,329] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:19:10,329 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:19:10,329] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '大冶有色设计研究院有限公司', 'safe_evaluate_4_sq_1.5': '胡家宏', 'safe_evaluate_4_sq_1.6': '湖北省黄石新下陆冶炼路65号'}
+2023-06-28 16:19:10,329 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '大冶有色设计研究院有限公司', 'safe_evaluate_4_sq_1.5': '胡家宏', 'safe_evaluate_4_sq_1.6': '湖北省黄石新下陆冶炼路65号'}
+10.0.2.130 - - [28/Jun/2023 16:19:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:19:34,070] INFO in predict_qa_roberta: 0.00517015065997839
+2023-06-28 16:19:34,070 - predict_qa_roberta - INFO - 0.00517015065997839
+[2023-06-28 16:19:34,070] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:19:34,070 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:19:34,071] INFO in predict_qa_roberta: 0.7620084285736084
+2023-06-28 16:19:34,071 - predict_qa_roberta - INFO - 0.7620084285736084
+[2023-06-28 16:19:34,071] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:19:34,071 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:19:34,071] INFO in predict_qa_roberta: 0.9191946387290955
+2023-06-28 16:19:34,071 - predict_qa_roberta - INFO - 0.9191946387290955
+[2023-06-28 16:19:34,071] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:19:34,071 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:19:34,071] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '五青山区青和居公租房小区20号', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+2023-06-28 16:19:34,071 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '五青山区青和居公租房小区20号', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+10.0.2.130 - - [28/Jun/2023 16:19:34] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:19:34,741] INFO in predict_qa_roberta: 7.062523309286917e-06
+2023-06-28 16:19:34,741 - predict_qa_roberta - INFO - 7.062523309286917e-06
+[2023-06-28 16:19:34,742] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-28 16:19:34,742 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-28 16:19:34,742] INFO in predict_qa_roberta: 1.3256079567369738e-09
+2023-06-28 16:19:34,742 - predict_qa_roberta - INFO - 1.3256079567369738e-09
+[2023-06-28 16:19:34,742] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-28 16:19:34,742 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-28 16:19:34,742] INFO in predict_qa_roberta: 7.032517146399186e-07
+2023-06-28 16:19:34,742 - predict_qa_roberta - INFO - 7.032517146399186e-07
+[2023-06-28 16:19:34,742] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-28 16:19:34,742 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-28 16:19:34,743] INFO in predict_qa_roberta: 4.448157753245141e-08
+2023-06-28 16:19:34,743 - predict_qa_roberta - INFO - 4.448157753245141e-08
+[2023-06-28 16:19:34,743] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-28 16:19:34,743 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-28 16:19:34,743] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '营住 ()0称型名类', 'safe_evaluate_4_sq_a1.2': '(M)/“', 'a_common_social_credit_code': '00011909102', 'safe_evaluate_4_sq_a1.3': '(M)/“07/11/0202二'}
+2023-06-28 16:19:34,743 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '营住 ()0称型名类', 'safe_evaluate_4_sq_a1.2': '(M)/“', 'a_common_social_credit_code': '00011909102', 'safe_evaluate_4_sq_a1.3': '(M)/“07/11/0202二'}
+10.0.2.130 - - [28/Jun/2023 16:19:34] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:19:37,101] INFO in predict_qa_roberta: 0.8957918882369995
+2023-06-28 16:19:37,101 - predict_qa_roberta - INFO - 0.8957918882369995
+[2023-06-28 16:19:37,102] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:19:37,102 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:19:37,102] INFO in predict_qa_roberta: 0.8543023467063904
+2023-06-28 16:19:37,102 - predict_qa_roberta - INFO - 0.8543023467063904
+[2023-06-28 16:19:37,102] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:19:37,102 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:19:37,103] INFO in predict_qa_roberta: 0.9549914598464966
+2023-06-28 16:19:37,103 - predict_qa_roberta - INFO - 0.9549914598464966
+[2023-06-28 16:19:37,103] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:19:37,103 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:19:37,103] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '湖北省黄石市新下 陆冶炼路65号', 'safe_evaluate_4_sq_1.1': '大治有色设计研究院有限公司', 'safe_evaluate_4_sq_1.2': '胡家宏'}
+2023-06-28 16:19:37,103 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '湖北省黄石市新下 陆冶炼路65号', 'safe_evaluate_4_sq_1.1': '大治有色设计研究院有限公司', 'safe_evaluate_4_sq_1.2': '胡家宏'}
+10.0.2.130 - - [28/Jun/2023 16:19:37] "POST /qarob HTTP/1.0" 200 -
+[2023-06-28 16:19:38,775] INFO in predict_qa_roberta: 0.9193251132965088
+2023-06-28 16:19:38,775 - predict_qa_roberta - INFO - 0.9193251132965088
+[2023-06-28 16:19:38,776] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.1
+2023-06-28 16:19:38,776 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.1
+[2023-06-28 16:19:38,776] INFO in predict_qa_roberta: 3.716215601912154e-08
+2023-06-28 16:19:38,776 - predict_qa_roberta - INFO - 3.716215601912154e-08
+[2023-06-28 16:19:38,776] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.2
+2023-06-28 16:19:38,776 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.2
+[2023-06-28 16:19:38,776] INFO in predict_qa_roberta: 3.5667360407387605e-06
+2023-06-28 16:19:38,776 - predict_qa_roberta - INFO - 3.5667360407387605e-06
+[2023-06-28 16:19:38,776] INFO in predict_qa_roberta: safe_evaluate_4_sq_7.3
+2023-06-28 16:19:38,776 - predict_qa_roberta - INFO - safe_evaluate_4_sq_7.3
+[2023-06-28 16:19:38,776] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_7.1': '1075_平方米', 'safe_evaluate_4_sq_7.2': '12X1. 25X0', 'safe_evaluate_4_sq_7.3': '120JSA300-732019年仪器设备室10'}
+2023-06-28 16:19:38,776 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_7.1': '1075_平方米', 'safe_evaluate_4_sq_7.2': '12X1. 25X0', 'safe_evaluate_4_sq_7.3': '120JSA300-732019年仪器设备室10'}
+10.0.2.130 - - [28/Jun/2023 16:19:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:19:38,961] INFO in predict_qa_roberta: 0.002984821330755949
+2023-06-28 16:19:38,961 - predict_qa_roberta - INFO - 0.002984821330755949
+[2023-06-28 16:19:38,961] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.4
+2023-06-28 16:19:38,961 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.4
+[2023-06-28 16:19:38,961] INFO in predict_qa_roberta: 1.7852565259435238e-10
+2023-06-28 16:19:38,961 - predict_qa_roberta - INFO - 1.7852565259435238e-10
+[2023-06-28 16:19:38,961] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.5
+2023-06-28 16:19:38,961 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.5
+[2023-06-28 16:19:38,961] INFO in predict_qa_roberta: 6.109582528779356e-08
+2023-06-28 16:19:38,961 - predict_qa_roberta - INFO - 6.109582528779356e-08
+[2023-06-28 16:19:38,961] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.6
+2023-06-28 16:19:38,961 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.6
+[2023-06-28 16:19:38,961] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '成营住 ()0称型名类', 'safe_evaluate_4_sq_1.6': '(M)/“07/11/0202二20月年'}
+2023-06-28 16:19:38,961 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.4': '型名类', 'safe_evaluate_4_sq_1.5': '成营住 ()0称型名类', 'safe_evaluate_4_sq_1.6': '(M)/“07/11/0202二20月年'}
+10.0.2.130 - - [28/Jun/2023 16:19:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-28 16:20:38,821] INFO in predict_qa_roberta: 0.00517015065997839
+2023-06-28 16:20:38,821 - predict_qa_roberta - INFO - 0.00517015065997839
+[2023-06-28 16:20:38,822] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.3
+2023-06-28 16:20:38,822 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.3
+[2023-06-28 16:20:38,822] INFO in predict_qa_roberta: 0.7620084285736084
+2023-06-28 16:20:38,822 - predict_qa_roberta - INFO - 0.7620084285736084
+[2023-06-28 16:20:38,822] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.1
+2023-06-28 16:20:38,822 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.1
+[2023-06-28 16:20:38,822] INFO in predict_qa_roberta: 0.9191946387290955
+2023-06-28 16:20:38,822 - predict_qa_roberta - INFO - 0.9191946387290955
+[2023-06-28 16:20:38,822] INFO in predict_qa_roberta: safe_evaluate_4_sq_1.2
+2023-06-28 16:20:38,822 - predict_qa_roberta - INFO - safe_evaluate_4_sq_1.2
+[2023-06-28 16:20:38,822] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_1.3': '五青山区青和居公租房小区20号', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+2023-06-28 16:20:38,822 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_1.3': '五青山区青和居公租房小区20号', 'safe_evaluate_4_sq_1.1': '武汉金盛安安全检测有限公司', 'safe_evaluate_4_sq_1.2': '程伟'}
+10.0.2.130 - - [28/Jun/2023 16:20:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 09:08:30,610] INFO in predict_qa_roberta: 3.222689337611939e-10
+2023-06-29 09:08:30,610 - predict_qa_roberta - INFO - 3.222689337611939e-10
+[2023-06-29 09:08:30,610] INFO in predict_qa_roberta: weihua_administration_8_yq_16.2
+2023-06-29 09:08:30,610 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.2
+[2023-06-29 09:08:30,610] INFO in predict_qa_roberta: 3.734826670154234e-09
+2023-06-29 09:08:30,610 - predict_qa_roberta - INFO - 3.734826670154234e-09
+[2023-06-29 09:08:30,610] INFO in predict_qa_roberta: weihua_administration_8_yq_16.3
+2023-06-29 09:08:30,610 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.3
+[2023-06-29 09:08:30,610] INFO in predict_qa_roberta: {'weihua_administration_8_yq_16.2': '性别男', 'weihua_administration_8_yq_16.3': '2022-05-24性别男'}
+2023-06-29 09:08:30,610 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_16.2': '性别男', 'weihua_administration_8_yq_16.3': '2022-05-24性别男'}
+10.0.2.130 - - [29/Jun/2023 09:08:30] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 09:08:52,076] INFO in predict_qa_roberta: 0.4809776246547699
+2023-06-29 09:08:52,076 - predict_qa_roberta - INFO - 0.4809776246547699
+[2023-06-29 09:08:52,077] INFO in predict_qa_roberta: weihua_administration_8_yq_7.10
+2023-06-29 09:08:52,077 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.10
+[2023-06-29 09:08:52,077] INFO in predict_qa_roberta: 0.0028931342530995607
+2023-06-29 09:08:52,077 - predict_qa_roberta - INFO - 0.0028931342530995607
+[2023-06-29 09:08:52,077] INFO in predict_qa_roberta: weihua_administration_8_yq_7.8
+2023-06-29 09:08:52,077 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.8
+[2023-06-29 09:08:52,077] INFO in predict_qa_roberta: 0.016855677589774132
+2023-06-29 09:08:52,077 - predict_qa_roberta - INFO - 0.016855677589774132
+[2023-06-29 09:08:52,077] INFO in predict_qa_roberta: weihua_administration_8_yq_7.9
+2023-06-29 09:08:52,077 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.9
+[2023-06-29 09:08:52,077] INFO in predict_qa_roberta: 0.05769692361354828
+2023-06-29 09:08:52,077 - predict_qa_roberta - INFO - 0.05769692361354828
+[2023-06-29 09:08:52,078] INFO in predict_qa_roberta: weihua_administration_8_yq_7.4
+2023-06-29 09:08:52,078 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.4
+[2023-06-29 09:08:52,078] INFO in predict_qa_roberta: 0.03065723553299904
+2023-06-29 09:08:52,078 - predict_qa_roberta - INFO - 0.03065723553299904
+[2023-06-29 09:08:52,078] INFO in predict_qa_roberta: weihua_administration_8_yq_7.5
+2023-06-29 09:08:52,078 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.5
+[2023-06-29 09:08:52,078] INFO in predict_qa_roberta: 0.05076830834150314
+2023-06-29 09:08:52,078 - predict_qa_roberta - INFO - 0.05076830834150314
+[2023-06-29 09:08:52,078] INFO in predict_qa_roberta: weihua_administration_8_yq_7.6
+2023-06-29 09:08:52,078 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.6
+[2023-06-29 09:08:52,078] INFO in predict_qa_roberta: 4.377318873594049e-06
+2023-06-29 09:08:52,078 - predict_qa_roberta - INFO - 4.377318873594049e-06
+[2023-06-29 09:08:52,079] INFO in predict_qa_roberta: weihua_administration_8_yq_7.11
+2023-06-29 09:08:52,079 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.11
+[2023-06-29 09:08:52,079] INFO in predict_qa_roberta: 0.007084602955728769
+2023-06-29 09:08:52,079 - predict_qa_roberta - INFO - 0.007084602955728769
+[2023-06-29 09:08:52,079] INFO in predict_qa_roberta: weihua_administration_8_yq_7.7
+2023-06-29 09:08:52,079 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.7
+[2023-06-29 09:08:52,079] INFO in predict_qa_roberta: 0.014460533857345581
+2023-06-29 09:08:52,079 - predict_qa_roberta - INFO - 0.014460533857345581
+[2023-06-29 09:08:52,079] INFO in predict_qa_roberta: weihua_administration_8_yq_7.1
+2023-06-29 09:08:52,079 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.1
+[2023-06-29 09:08:52,079] INFO in predict_qa_roberta: 0.003936795983463526
+2023-06-29 09:08:52,079 - predict_qa_roberta - INFO - 0.003936795983463526
+[2023-06-29 09:08:52,079] INFO in predict_qa_roberta: weihua_administration_8_yq_7.2
+2023-06-29 09:08:52,079 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.2
+[2023-06-29 09:08:52,080] INFO in predict_qa_roberta: 0.0037659727968275547
+2023-06-29 09:08:52,080 - predict_qa_roberta - INFO - 0.0037659727968275547
+[2023-06-29 09:08:52,080] INFO in predict_qa_roberta: weihua_administration_8_yq_7.3
+2023-06-29 09:08:52,080 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.3
+[2023-06-29 09:08:52,080] INFO in predict_qa_roberta: {'weihua_administration_8_yq_7.10': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.8': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.9': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.4': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.5': '金属非金属矿山', 'weihua_administration_8_yq_7.6': '段新华', 'weihua_administration_8_yq_7.11': '每年', 'weihua_administration_8_yq_7.7': '140602199510121513证', 'weihua_administration_8_yq_7.1': '余康义', 'weihua_administration_8_yq_7.2': '石忠辉', 'weihua_administration_8_yq_7.3': 'A42060042222001083'}
+2023-06-29 09:08:52,080 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_7.10': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.8': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.9': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.4': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.5': '金属非金属矿山', 'weihua_administration_8_yq_7.6': '段新华', 'weihua_administration_8_yq_7.11': '每年', 'weihua_administration_8_yq_7.7': '140602199510121513证', 'weihua_administration_8_yq_7.1': '余康义', 'weihua_administration_8_yq_7.2': '石忠辉', 'weihua_administration_8_yq_7.3': 'A42060042222001083'}
+10.0.2.130 - - [29/Jun/2023 09:08:52] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 09:09:07,603] INFO in predict_qa_roberta: 0.388155996799469
+2023-06-29 09:09:07,603 - predict_qa_roberta - INFO - 0.388155996799469
+[2023-06-29 09:09:07,604] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-29 09:09:07,604 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-29 09:09:07,604] INFO in predict_qa_roberta: 0.14177483320236206
+2023-06-29 09:09:07,604 - predict_qa_roberta - INFO - 0.14177483320236206
+[2023-06-29 09:09:07,604] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-29 09:09:07,604 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-29 09:09:07,605] INFO in predict_qa_roberta: 0.2660050690174103
+2023-06-29 09:09:07,605 - predict_qa_roberta - INFO - 0.2660050690174103
+[2023-06-29 09:09:07,605] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-29 09:09:07,605 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-29 09:09:07,605] INFO in predict_qa_roberta: 0.006972700823098421
+2023-06-29 09:09:07,605 - predict_qa_roberta - INFO - 0.006972700823098421
+[2023-06-29 09:09:07,605] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-29 09:09:07,605 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-29 09:09:07,606] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '中国石油化工股份有限公司', 'safe_evaluate_4_sq_a1.2': '白然人', 'a_common_social_credit_code': '登记机关', 'safe_evaluate_4_sq_a1.3': '上地'}
+2023-06-29 09:09:07,606 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '中国石油化工股份有限公司', 'safe_evaluate_4_sq_a1.2': '白然人', 'a_common_social_credit_code': '登记机关', 'safe_evaluate_4_sq_a1.3': '上地'}
+10.0.2.130 - - [29/Jun/2023 09:09:07] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 09:09:10,605] INFO in predict_qa_roberta: 0.09532493352890015
+2023-06-29 09:09:10,605 - predict_qa_roberta - INFO - 0.09532493352890015
+[2023-06-29 09:09:10,606] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 09:09:10,606 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 09:09:10,606] INFO in predict_qa_roberta: 0.2741900682449341
+2023-06-29 09:09:10,606 - predict_qa_roberta - INFO - 0.2741900682449341
+[2023-06-29 09:09:10,606] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 09:09:10,606 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 09:09:10,606] INFO in predict_qa_roberta: 0.06417810916900635
+2023-06-29 09:09:10,606 - predict_qa_roberta - INFO - 0.06417810916900635
+[2023-06-29 09:09:10,606] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 09:09:10,606 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 09:09:10,606] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+2023-06-29 09:09:10,606 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+10.0.2.130 - - [29/Jun/2023 09:09:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 09:09:10,908] INFO in predict_qa_roberta: 0.004297755192965269
+2023-06-29 09:09:10,908 - predict_qa_roberta - INFO - 0.004297755192965269
+[2023-06-29 09:09:10,908] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 09:09:10,908 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 09:09:10,908] INFO in predict_qa_roberta: 0.16499269008636475
+2023-06-29 09:09:10,908 - predict_qa_roberta - INFO - 0.16499269008636475
+[2023-06-29 09:09:10,908] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 09:09:10,908 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 09:09:10,908] INFO in predict_qa_roberta: 0.0058686076663434505
+2023-06-29 09:09:10,908 - predict_qa_roberta - INFO - 0.0058686076663434505
+[2023-06-29 09:09:10,908] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 09:09:10,908 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 09:09:10,908] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+2023-06-29 09:09:10,908 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+10.0.2.130 - - [29/Jun/2023 09:09:10] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 09:09:10,929] INFO in predict_qa_roberta: 0.09532493352890015
+2023-06-29 09:09:10,929 - predict_qa_roberta - INFO - 0.09532493352890015
+[2023-06-29 09:09:10,929] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 09:09:10,929 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 09:09:10,929] INFO in predict_qa_roberta: 0.2741900682449341
+2023-06-29 09:09:10,929 - predict_qa_roberta - INFO - 0.2741900682449341
+[2023-06-29 09:09:10,930] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 09:09:10,930 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 09:09:10,930] INFO in predict_qa_roberta: 0.06417810916900635
+2023-06-29 09:09:10,930 - predict_qa_roberta - INFO - 0.06417810916900635
+[2023-06-29 09:09:10,930] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 09:09:10,930 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 09:09:10,930] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+2023-06-29 09:09:10,930 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+10.0.2.130 - - [29/Jun/2023 09:09:10] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 09:09:11,089] INFO in predict_qa_roberta: 0.004297755192965269
+2023-06-29 09:09:11,089 - predict_qa_roberta - INFO - 0.004297755192965269
+[2023-06-29 09:09:11,089] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 09:09:11,089 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 09:09:11,089] INFO in predict_qa_roberta: 0.16499269008636475
+2023-06-29 09:09:11,089 - predict_qa_roberta - INFO - 0.16499269008636475
+[2023-06-29 09:09:11,090] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 09:09:11,090 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 09:09:11,090] INFO in predict_qa_roberta: 0.0058686076663434505
+2023-06-29 09:09:11,090 - predict_qa_roberta - INFO - 0.0058686076663434505
+[2023-06-29 09:09:11,090] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 09:09:11,090 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 09:09:11,090] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+2023-06-29 09:09:11,090 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+10.0.2.130 - - [29/Jun/2023 09:09:11] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 11:43:57,327] INFO in predict_qa_roberta: 0.1813303530216217
+2023-06-29 11:43:57,327 - predict_qa_roberta - INFO - 0.1813303530216217
+[2023-06-29 11:43:57,328] INFO in predict_qa_roberta: weihua_administration_8_sq_13.4
+2023-06-29 11:43:57,328 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.4
+[2023-06-29 11:43:57,328] INFO in predict_qa_roberta: 0.009419714100658894
+2023-06-29 11:43:57,328 - predict_qa_roberta - INFO - 0.009419714100658894
+[2023-06-29 11:43:57,328] INFO in predict_qa_roberta: weihua_administration_8_sq_13.3
+2023-06-29 11:43:57,328 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.3
+[2023-06-29 11:43:57,328] INFO in predict_qa_roberta: 0.0008956015226431191
+2023-06-29 11:43:57,328 - predict_qa_roberta - INFO - 0.0008956015226431191
+[2023-06-29 11:43:57,328] INFO in predict_qa_roberta: weihua_administration_8_sq_13.2
+2023-06-29 11:43:57,328 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.2
+[2023-06-29 11:43:57,329] INFO in predict_qa_roberta: 0.05320632457733154
+2023-06-29 11:43:57,329 - predict_qa_roberta - INFO - 0.05320632457733154
+[2023-06-29 11:43:57,329] INFO in predict_qa_roberta: weihua_administration_8_sq_13.1
+2023-06-29 11:43:57,329 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.1
+[2023-06-29 11:43:57,329] INFO in predict_qa_roberta: 0.0686032623052597
+2023-06-29 11:43:57,329 - predict_qa_roberta - INFO - 0.0686032623052597
+[2023-06-29 11:43:57,329] INFO in predict_qa_roberta: weihua_administration_8_sq_13.8
+2023-06-29 11:43:57,329 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.8
+[2023-06-29 11:43:57,329] INFO in predict_qa_roberta: 0.0004569796146824956
+2023-06-29 11:43:57,329 - predict_qa_roberta - INFO - 0.0004569796146824956
+[2023-06-29 11:43:57,329] INFO in predict_qa_roberta: weihua_administration_8_sq_13.7
+2023-06-29 11:43:57,329 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.7
+[2023-06-29 11:43:57,330] INFO in predict_qa_roberta: 0.006467046681791544
+2023-06-29 11:43:57,330 - predict_qa_roberta - INFO - 0.006467046681791544
+[2023-06-29 11:43:57,330] INFO in predict_qa_roberta: weihua_administration_8_sq_13.6
+2023-06-29 11:43:57,330 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.6
+[2023-06-29 11:43:57,330] INFO in predict_qa_roberta: 0.0003497776051517576
+2023-06-29 11:43:57,330 - predict_qa_roberta - INFO - 0.0003497776051517576
+[2023-06-29 11:43:57,330] INFO in predict_qa_roberta: weihua_administration_8_sq_13.5
+2023-06-29 11:43:57,330 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.5
+[2023-06-29 11:43:57,331] INFO in predict_qa_roberta: {'weihua_administration_8_sq_13.4': '1N0S-AP-2023-0570深安', 'weihua_administration_8_sq_13.3': '从业 记编号签字', 'weihua_administration_8_sq_13.2': '不有限', 'weihua_administration_8_sq_13.1': '单位 湖北景深安全技术有限公司', 'weihua_administration_8_sq_13.8': '顽1#LE', 'weihua_administration_8_sq_13.7': '中级注册安全工程师', 'weihua_administration_8_sq_13.6': 'I级案', 'weihua_administration_8_sq_13.5': 'TLVIN'}
+2023-06-29 11:43:57,331 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_13.4': '1N0S-AP-2023-0570深安', 'weihua_administration_8_sq_13.3': '从业 记编号签字', 'weihua_administration_8_sq_13.2': '不有限', 'weihua_administration_8_sq_13.1': '单位 湖北景深安全技术有限公司', 'weihua_administration_8_sq_13.8': '顽1#LE', 'weihua_administration_8_sq_13.7': '中级注册安全工程师', 'weihua_administration_8_sq_13.6': 'I级案', 'weihua_administration_8_sq_13.5': 'TLVIN'}
+10.0.2.130 - - [29/Jun/2023 11:43:57] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:18:27,982] INFO in predict_qa_roberta: 3.222689337611939e-10
+2023-06-29 14:18:27,982 - predict_qa_roberta - INFO - 3.222689337611939e-10
+[2023-06-29 14:18:27,982] INFO in predict_qa_roberta: weihua_administration_8_yq_16.2
+2023-06-29 14:18:27,982 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.2
+[2023-06-29 14:18:27,982] INFO in predict_qa_roberta: 3.734826670154234e-09
+2023-06-29 14:18:27,982 - predict_qa_roberta - INFO - 3.734826670154234e-09
+[2023-06-29 14:18:27,983] INFO in predict_qa_roberta: weihua_administration_8_yq_16.3
+2023-06-29 14:18:27,983 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.3
+[2023-06-29 14:18:27,983] INFO in predict_qa_roberta: {'weihua_administration_8_yq_16.2': '性别男', 'weihua_administration_8_yq_16.3': '2022-05-24性别男'}
+2023-06-29 14:18:27,983 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_16.2': '性别男', 'weihua_administration_8_yq_16.3': '2022-05-24性别男'}
+10.0.2.130 - - [29/Jun/2023 14:18:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:18:55,425] INFO in predict_qa_roberta: 0.4809776246547699
+2023-06-29 14:18:55,425 - predict_qa_roberta - INFO - 0.4809776246547699
+[2023-06-29 14:18:55,426] INFO in predict_qa_roberta: weihua_administration_8_yq_7.10
+2023-06-29 14:18:55,426 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.10
+[2023-06-29 14:18:55,426] INFO in predict_qa_roberta: 0.0028931342530995607
+2023-06-29 14:18:55,426 - predict_qa_roberta - INFO - 0.0028931342530995607
+[2023-06-29 14:18:55,426] INFO in predict_qa_roberta: weihua_administration_8_yq_7.8
+2023-06-29 14:18:55,426 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.8
+[2023-06-29 14:18:55,426] INFO in predict_qa_roberta: 0.016855677589774132
+2023-06-29 14:18:55,426 - predict_qa_roberta - INFO - 0.016855677589774132
+[2023-06-29 14:18:55,426] INFO in predict_qa_roberta: weihua_administration_8_yq_7.9
+2023-06-29 14:18:55,426 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.9
+[2023-06-29 14:18:55,426] INFO in predict_qa_roberta: 0.05769692361354828
+2023-06-29 14:18:55,426 - predict_qa_roberta - INFO - 0.05769692361354828
+[2023-06-29 14:18:55,427] INFO in predict_qa_roberta: weihua_administration_8_yq_7.4
+2023-06-29 14:18:55,427 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.4
+[2023-06-29 14:18:55,427] INFO in predict_qa_roberta: 0.03065723553299904
+2023-06-29 14:18:55,427 - predict_qa_roberta - INFO - 0.03065723553299904
+[2023-06-29 14:18:55,427] INFO in predict_qa_roberta: weihua_administration_8_yq_7.5
+2023-06-29 14:18:55,427 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.5
+[2023-06-29 14:18:55,427] INFO in predict_qa_roberta: 0.05076830834150314
+2023-06-29 14:18:55,427 - predict_qa_roberta - INFO - 0.05076830834150314
+[2023-06-29 14:18:55,427] INFO in predict_qa_roberta: weihua_administration_8_yq_7.6
+2023-06-29 14:18:55,427 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.6
+[2023-06-29 14:18:55,427] INFO in predict_qa_roberta: 4.377318873594049e-06
+2023-06-29 14:18:55,427 - predict_qa_roberta - INFO - 4.377318873594049e-06
+[2023-06-29 14:18:55,428] INFO in predict_qa_roberta: weihua_administration_8_yq_7.11
+2023-06-29 14:18:55,428 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.11
+[2023-06-29 14:18:55,428] INFO in predict_qa_roberta: 0.007084602955728769
+2023-06-29 14:18:55,428 - predict_qa_roberta - INFO - 0.007084602955728769
+[2023-06-29 14:18:55,428] INFO in predict_qa_roberta: weihua_administration_8_yq_7.7
+2023-06-29 14:18:55,428 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.7
+[2023-06-29 14:18:55,428] INFO in predict_qa_roberta: 0.014460533857345581
+2023-06-29 14:18:55,428 - predict_qa_roberta - INFO - 0.014460533857345581
+[2023-06-29 14:18:55,428] INFO in predict_qa_roberta: weihua_administration_8_yq_7.1
+2023-06-29 14:18:55,428 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.1
+[2023-06-29 14:18:55,428] INFO in predict_qa_roberta: 0.003936795983463526
+2023-06-29 14:18:55,428 - predict_qa_roberta - INFO - 0.003936795983463526
+[2023-06-29 14:18:55,429] INFO in predict_qa_roberta: weihua_administration_8_yq_7.2
+2023-06-29 14:18:55,429 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.2
+[2023-06-29 14:18:55,429] INFO in predict_qa_roberta: 0.0037659727968275547
+2023-06-29 14:18:55,429 - predict_qa_roberta - INFO - 0.0037659727968275547
+[2023-06-29 14:18:55,429] INFO in predict_qa_roberta: weihua_administration_8_yq_7.3
+2023-06-29 14:18:55,429 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.3
+[2023-06-29 14:18:55,429] INFO in predict_qa_roberta: {'weihua_administration_8_yq_7.10': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.8': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.9': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.4': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.5': '金属非金属矿山', 'weihua_administration_8_yq_7.6': '段新华', 'weihua_administration_8_yq_7.11': '每年', 'weihua_administration_8_yq_7.7': '140602199510121513证', 'weihua_administration_8_yq_7.1': '余康义', 'weihua_administration_8_yq_7.2': '石忠辉', 'weihua_administration_8_yq_7.3': 'A42060042222001083'}
+2023-06-29 14:18:55,429 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_7.10': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.8': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.9': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.4': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.5': '金属非金属矿山', 'weihua_administration_8_yq_7.6': '段新华', 'weihua_administration_8_yq_7.11': '每年', 'weihua_administration_8_yq_7.7': '140602199510121513证', 'weihua_administration_8_yq_7.1': '余康义', 'weihua_administration_8_yq_7.2': '石忠辉', 'weihua_administration_8_yq_7.3': 'A42060042222001083'}
+10.0.2.130 - - [29/Jun/2023 14:18:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:19:03,708] INFO in predict_qa_roberta: 0.388155996799469
+2023-06-29 14:19:03,708 - predict_qa_roberta - INFO - 0.388155996799469
+[2023-06-29 14:19:03,708] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-29 14:19:03,708 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-29 14:19:03,708] INFO in predict_qa_roberta: 0.14177483320236206
+2023-06-29 14:19:03,708 - predict_qa_roberta - INFO - 0.14177483320236206
+[2023-06-29 14:19:03,708] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-29 14:19:03,708 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-29 14:19:03,708] INFO in predict_qa_roberta: 0.2660050690174103
+2023-06-29 14:19:03,708 - predict_qa_roberta - INFO - 0.2660050690174103
+[2023-06-29 14:19:03,708] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-29 14:19:03,708 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-29 14:19:03,709] INFO in predict_qa_roberta: 0.006972700823098421
+2023-06-29 14:19:03,709 - predict_qa_roberta - INFO - 0.006972700823098421
+[2023-06-29 14:19:03,709] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-29 14:19:03,709 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-29 14:19:03,709] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '中国石油化工股份有限公司', 'safe_evaluate_4_sq_a1.2': '白然人', 'a_common_social_credit_code': '登记机关', 'safe_evaluate_4_sq_a1.3': '上地'}
+2023-06-29 14:19:03,709 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '中国石油化工股份有限公司', 'safe_evaluate_4_sq_a1.2': '白然人', 'a_common_social_credit_code': '登记机关', 'safe_evaluate_4_sq_a1.3': '上地'}
+10.0.2.130 - - [29/Jun/2023 14:19:03] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:19:06,740] INFO in predict_qa_roberta: 0.09532493352890015
+2023-06-29 14:19:06,740 - predict_qa_roberta - INFO - 0.09532493352890015
+[2023-06-29 14:19:06,740] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 14:19:06,740 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 14:19:06,740] INFO in predict_qa_roberta: 0.2741900682449341
+2023-06-29 14:19:06,740 - predict_qa_roberta - INFO - 0.2741900682449341
+[2023-06-29 14:19:06,740] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 14:19:06,740 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 14:19:06,740] INFO in predict_qa_roberta: 0.06417810916900635
+2023-06-29 14:19:06,740 - predict_qa_roberta - INFO - 0.06417810916900635
+[2023-06-29 14:19:06,741] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 14:19:06,741 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 14:19:06,741] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+2023-06-29 14:19:06,741 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+10.0.2.130 - - [29/Jun/2023 14:19:06] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:19:06,994] INFO in predict_qa_roberta: 0.09532493352890015
+2023-06-29 14:19:06,994 - predict_qa_roberta - INFO - 0.09532493352890015
+[2023-06-29 14:19:06,995] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 14:19:06,995 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 14:19:06,995] INFO in predict_qa_roberta: 0.2741900682449341
+2023-06-29 14:19:06,995 - predict_qa_roberta - INFO - 0.2741900682449341
+[2023-06-29 14:19:06,995] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 14:19:06,995 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 14:19:06,996] INFO in predict_qa_roberta: 0.06417810916900635
+2023-06-29 14:19:06,996 - predict_qa_roberta - INFO - 0.06417810916900635
+[2023-06-29 14:19:06,996] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 14:19:06,996 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 14:19:06,996] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+2023-06-29 14:19:06,996 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+10.0.2.130 - - [29/Jun/2023 14:19:06] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 14:19:07,039] INFO in predict_qa_roberta: 0.004297755192965269
+2023-06-29 14:19:07,039 - predict_qa_roberta - INFO - 0.004297755192965269
+[2023-06-29 14:19:07,039] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 14:19:07,039 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 14:19:07,039] INFO in predict_qa_roberta: 0.16499269008636475
+2023-06-29 14:19:07,039 - predict_qa_roberta - INFO - 0.16499269008636475
+[2023-06-29 14:19:07,039] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 14:19:07,039 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 14:19:07,039] INFO in predict_qa_roberta: 0.0058686076663434505
+2023-06-29 14:19:07,039 - predict_qa_roberta - INFO - 0.0058686076663434505
+[2023-06-29 14:19:07,039] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 14:19:07,039 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 14:19:07,040] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+2023-06-29 14:19:07,040 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+10.0.2.130 - - [29/Jun/2023 14:19:07] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:19:07,157] INFO in predict_qa_roberta: 0.004297755192965269
+2023-06-29 14:19:07,157 - predict_qa_roberta - INFO - 0.004297755192965269
+[2023-06-29 14:19:07,157] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 14:19:07,157 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 14:19:07,157] INFO in predict_qa_roberta: 0.16499269008636475
+2023-06-29 14:19:07,157 - predict_qa_roberta - INFO - 0.16499269008636475
+[2023-06-29 14:19:07,158] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 14:19:07,158 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 14:19:07,158] INFO in predict_qa_roberta: 0.0058686076663434505
+2023-06-29 14:19:07,158 - predict_qa_roberta - INFO - 0.0058686076663434505
+[2023-06-29 14:19:07,158] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 14:19:07,158 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 14:19:07,158] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+2023-06-29 14:19:07,158 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+10.0.2.130 - - [29/Jun/2023 14:19:07] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:34:09,924] INFO in predict_qa_roberta: 3.222689337611939e-10
+2023-06-29 14:34:09,924 - predict_qa_roberta - INFO - 3.222689337611939e-10
+[2023-06-29 14:34:09,924] INFO in predict_qa_roberta: weihua_administration_8_yq_16.2
+2023-06-29 14:34:09,924 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.2
+[2023-06-29 14:34:09,924] INFO in predict_qa_roberta: 3.734826670154234e-09
+2023-06-29 14:34:09,924 - predict_qa_roberta - INFO - 3.734826670154234e-09
+[2023-06-29 14:34:09,925] INFO in predict_qa_roberta: weihua_administration_8_yq_16.3
+2023-06-29 14:34:09,925 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.3
+[2023-06-29 14:34:09,925] INFO in predict_qa_roberta: {'weihua_administration_8_yq_16.2': '性别男', 'weihua_administration_8_yq_16.3': '2022-05-24性别男'}
+2023-06-29 14:34:09,925 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_16.2': '性别男', 'weihua_administration_8_yq_16.3': '2022-05-24性别男'}
+10.0.2.130 - - [29/Jun/2023 14:34:09] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:34:36,239] INFO in predict_qa_roberta: 0.4809776246547699
+2023-06-29 14:34:36,239 - predict_qa_roberta - INFO - 0.4809776246547699
+[2023-06-29 14:34:36,239] INFO in predict_qa_roberta: weihua_administration_8_yq_7.10
+2023-06-29 14:34:36,239 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.10
+[2023-06-29 14:34:36,239] INFO in predict_qa_roberta: 0.0028931342530995607
+2023-06-29 14:34:36,239 - predict_qa_roberta - INFO - 0.0028931342530995607
+[2023-06-29 14:34:36,239] INFO in predict_qa_roberta: weihua_administration_8_yq_7.8
+2023-06-29 14:34:36,239 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.8
+[2023-06-29 14:34:36,240] INFO in predict_qa_roberta: 0.016855677589774132
+2023-06-29 14:34:36,240 - predict_qa_roberta - INFO - 0.016855677589774132
+[2023-06-29 14:34:36,240] INFO in predict_qa_roberta: weihua_administration_8_yq_7.9
+2023-06-29 14:34:36,240 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.9
+[2023-06-29 14:34:36,240] INFO in predict_qa_roberta: 0.05769692361354828
+2023-06-29 14:34:36,240 - predict_qa_roberta - INFO - 0.05769692361354828
+[2023-06-29 14:34:36,240] INFO in predict_qa_roberta: weihua_administration_8_yq_7.4
+2023-06-29 14:34:36,240 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.4
+[2023-06-29 14:34:36,240] INFO in predict_qa_roberta: 0.03065723553299904
+2023-06-29 14:34:36,240 - predict_qa_roberta - INFO - 0.03065723553299904
+[2023-06-29 14:34:36,240] INFO in predict_qa_roberta: weihua_administration_8_yq_7.5
+2023-06-29 14:34:36,240 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.5
+[2023-06-29 14:34:36,241] INFO in predict_qa_roberta: 0.05076830834150314
+2023-06-29 14:34:36,241 - predict_qa_roberta - INFO - 0.05076830834150314
+[2023-06-29 14:34:36,241] INFO in predict_qa_roberta: weihua_administration_8_yq_7.6
+2023-06-29 14:34:36,241 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.6
+[2023-06-29 14:34:36,241] INFO in predict_qa_roberta: 4.377318873594049e-06
+2023-06-29 14:34:36,241 - predict_qa_roberta - INFO - 4.377318873594049e-06
+[2023-06-29 14:34:36,241] INFO in predict_qa_roberta: weihua_administration_8_yq_7.11
+2023-06-29 14:34:36,241 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.11
+[2023-06-29 14:34:36,241] INFO in predict_qa_roberta: 0.007084602955728769
+2023-06-29 14:34:36,241 - predict_qa_roberta - INFO - 0.007084602955728769
+[2023-06-29 14:34:36,241] INFO in predict_qa_roberta: weihua_administration_8_yq_7.7
+2023-06-29 14:34:36,241 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.7
+[2023-06-29 14:34:36,241] INFO in predict_qa_roberta: 0.014460533857345581
+2023-06-29 14:34:36,241 - predict_qa_roberta - INFO - 0.014460533857345581
+[2023-06-29 14:34:36,242] INFO in predict_qa_roberta: weihua_administration_8_yq_7.1
+2023-06-29 14:34:36,242 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.1
+[2023-06-29 14:34:36,242] INFO in predict_qa_roberta: 0.003936795983463526
+2023-06-29 14:34:36,242 - predict_qa_roberta - INFO - 0.003936795983463526
+[2023-06-29 14:34:36,242] INFO in predict_qa_roberta: weihua_administration_8_yq_7.2
+2023-06-29 14:34:36,242 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.2
+[2023-06-29 14:34:36,242] INFO in predict_qa_roberta: 0.0037659727968275547
+2023-06-29 14:34:36,242 - predict_qa_roberta - INFO - 0.0037659727968275547
+[2023-06-29 14:34:36,242] INFO in predict_qa_roberta: weihua_administration_8_yq_7.3
+2023-06-29 14:34:36,242 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.3
+[2023-06-29 14:34:36,242] INFO in predict_qa_roberta: {'weihua_administration_8_yq_7.10': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.8': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.9': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.4': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.5': '金属非金属矿山', 'weihua_administration_8_yq_7.6': '段新华', 'weihua_administration_8_yq_7.11': '每年', 'weihua_administration_8_yq_7.7': '140602199510121513证', 'weihua_administration_8_yq_7.1': '余康义', 'weihua_administration_8_yq_7.2': '石忠辉', 'weihua_administration_8_yq_7.3': 'A42060042222001083'}
+2023-06-29 14:34:36,242 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_7.10': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.8': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.9': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.4': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.5': '金属非金属矿山', 'weihua_administration_8_yq_7.6': '段新华', 'weihua_administration_8_yq_7.11': '每年', 'weihua_administration_8_yq_7.7': '140602199510121513证', 'weihua_administration_8_yq_7.1': '余康义', 'weihua_administration_8_yq_7.2': '石忠辉', 'weihua_administration_8_yq_7.3': 'A42060042222001083'}
+10.0.2.130 - - [29/Jun/2023 14:34:36] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:34:45,807] INFO in predict_qa_roberta: 0.388155996799469
+2023-06-29 14:34:45,807 - predict_qa_roberta - INFO - 0.388155996799469
+[2023-06-29 14:34:45,807] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-29 14:34:45,807 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-29 14:34:45,807] INFO in predict_qa_roberta: 0.14177483320236206
+2023-06-29 14:34:45,807 - predict_qa_roberta - INFO - 0.14177483320236206
+[2023-06-29 14:34:45,808] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-29 14:34:45,808 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-29 14:34:45,808] INFO in predict_qa_roberta: 0.2660050690174103
+2023-06-29 14:34:45,808 - predict_qa_roberta - INFO - 0.2660050690174103
+[2023-06-29 14:34:45,808] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-29 14:34:45,808 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-29 14:34:45,808] INFO in predict_qa_roberta: 0.006972700823098421
+2023-06-29 14:34:45,808 - predict_qa_roberta - INFO - 0.006972700823098421
+[2023-06-29 14:34:45,808] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-29 14:34:45,808 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-29 14:34:45,809] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '中国石油化工股份有限公司', 'safe_evaluate_4_sq_a1.2': '白然人', 'a_common_social_credit_code': '登记机关', 'safe_evaluate_4_sq_a1.3': '上地'}
+2023-06-29 14:34:45,809 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '中国石油化工股份有限公司', 'safe_evaluate_4_sq_a1.2': '白然人', 'a_common_social_credit_code': '登记机关', 'safe_evaluate_4_sq_a1.3': '上地'}
+10.0.2.130 - - [29/Jun/2023 14:34:45] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:34:48,548] INFO in predict_qa_roberta: 0.09532493352890015
+2023-06-29 14:34:48,548 - predict_qa_roberta - INFO - 0.09532493352890015
+[2023-06-29 14:34:48,549] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 14:34:48,549 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 14:34:48,549] INFO in predict_qa_roberta: 0.2741900682449341
+2023-06-29 14:34:48,549 - predict_qa_roberta - INFO - 0.2741900682449341
+[2023-06-29 14:34:48,549] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 14:34:48,549 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 14:34:48,550] INFO in predict_qa_roberta: 0.06417810916900635
+2023-06-29 14:34:48,550 - predict_qa_roberta - INFO - 0.06417810916900635
+[2023-06-29 14:34:48,550] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 14:34:48,550 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 14:34:48,550] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+2023-06-29 14:34:48,550 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+10.0.2.130 - - [29/Jun/2023 14:34:48] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:34:48,936] INFO in predict_qa_roberta: 0.004297755192965269
+2023-06-29 14:34:48,936 - predict_qa_roberta - INFO - 0.004297755192965269
+[2023-06-29 14:34:48,937] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 14:34:48,937 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 14:34:48,937] INFO in predict_qa_roberta: 0.16499269008636475
+2023-06-29 14:34:48,937 - predict_qa_roberta - INFO - 0.16499269008636475
+[2023-06-29 14:34:48,937] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 14:34:48,937 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 14:34:48,938] INFO in predict_qa_roberta: 0.0058686076663434505
+2023-06-29 14:34:48,938 - predict_qa_roberta - INFO - 0.0058686076663434505
+[2023-06-29 14:34:48,938] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 14:34:48,938 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 14:34:48,938] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+2023-06-29 14:34:48,938 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+10.0.2.130 - - [29/Jun/2023 14:34:48] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 14:34:49,013] INFO in predict_qa_roberta: 0.09532493352890015
+2023-06-29 14:34:49,013 - predict_qa_roberta - INFO - 0.09532493352890015
+[2023-06-29 14:34:49,013] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 14:34:49,013 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 14:34:49,013] INFO in predict_qa_roberta: 0.2741900682449341
+2023-06-29 14:34:49,013 - predict_qa_roberta - INFO - 0.2741900682449341
+[2023-06-29 14:34:49,014] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 14:34:49,014 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 14:34:49,014] INFO in predict_qa_roberta: 0.06417810916900635
+2023-06-29 14:34:49,014 - predict_qa_roberta - INFO - 0.06417810916900635
+[2023-06-29 14:34:49,014] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 14:34:49,014 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 14:34:49,014] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+2023-06-29 14:34:49,014 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+10.0.2.130 - - [29/Jun/2023 14:34:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:34:49,180] INFO in predict_qa_roberta: 0.004297755192965269
+2023-06-29 14:34:49,180 - predict_qa_roberta - INFO - 0.004297755192965269
+[2023-06-29 14:34:49,180] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 14:34:49,180 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 14:34:49,180] INFO in predict_qa_roberta: 0.16499269008636475
+2023-06-29 14:34:49,180 - predict_qa_roberta - INFO - 0.16499269008636475
+[2023-06-29 14:34:49,180] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 14:34:49,180 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 14:34:49,180] INFO in predict_qa_roberta: 0.0058686076663434505
+2023-06-29 14:34:49,180 - predict_qa_roberta - INFO - 0.0058686076663434505
+[2023-06-29 14:34:49,180] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 14:34:49,180 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 14:34:49,180] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+2023-06-29 14:34:49,180 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+10.0.2.130 - - [29/Jun/2023 14:34:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:42:49,785] INFO in predict_qa_roberta: 3.222689337611939e-10
+2023-06-29 14:42:49,785 - predict_qa_roberta - INFO - 3.222689337611939e-10
+[2023-06-29 14:42:49,786] INFO in predict_qa_roberta: weihua_administration_8_yq_16.2
+2023-06-29 14:42:49,786 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.2
+[2023-06-29 14:42:49,786] INFO in predict_qa_roberta: 3.734826670154234e-09
+2023-06-29 14:42:49,786 - predict_qa_roberta - INFO - 3.734826670154234e-09
+[2023-06-29 14:42:49,786] INFO in predict_qa_roberta: weihua_administration_8_yq_16.3
+2023-06-29 14:42:49,786 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.3
+[2023-06-29 14:42:49,786] INFO in predict_qa_roberta: {'weihua_administration_8_yq_16.2': '性别男', 'weihua_administration_8_yq_16.3': '2022-05-24性别男'}
+2023-06-29 14:42:49,786 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_16.2': '性别男', 'weihua_administration_8_yq_16.3': '2022-05-24性别男'}
+10.0.2.130 - - [29/Jun/2023 14:42:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:43:17,484] INFO in predict_qa_roberta: 0.4809776246547699
+2023-06-29 14:43:17,484 - predict_qa_roberta - INFO - 0.4809776246547699
+[2023-06-29 14:43:17,484] INFO in predict_qa_roberta: weihua_administration_8_yq_7.10
+2023-06-29 14:43:17,484 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.10
+[2023-06-29 14:43:17,484] INFO in predict_qa_roberta: 0.0028931342530995607
+2023-06-29 14:43:17,484 - predict_qa_roberta - INFO - 0.0028931342530995607
+[2023-06-29 14:43:17,485] INFO in predict_qa_roberta: weihua_administration_8_yq_7.8
+2023-06-29 14:43:17,485 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.8
+[2023-06-29 14:43:17,485] INFO in predict_qa_roberta: 0.016855677589774132
+2023-06-29 14:43:17,485 - predict_qa_roberta - INFO - 0.016855677589774132
+[2023-06-29 14:43:17,485] INFO in predict_qa_roberta: weihua_administration_8_yq_7.9
+2023-06-29 14:43:17,485 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.9
+[2023-06-29 14:43:17,485] INFO in predict_qa_roberta: 0.05769692361354828
+2023-06-29 14:43:17,485 - predict_qa_roberta - INFO - 0.05769692361354828
+[2023-06-29 14:43:17,485] INFO in predict_qa_roberta: weihua_administration_8_yq_7.4
+2023-06-29 14:43:17,485 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.4
+[2023-06-29 14:43:17,485] INFO in predict_qa_roberta: 0.03065723553299904
+2023-06-29 14:43:17,485 - predict_qa_roberta - INFO - 0.03065723553299904
+[2023-06-29 14:43:17,486] INFO in predict_qa_roberta: weihua_administration_8_yq_7.5
+2023-06-29 14:43:17,486 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.5
+[2023-06-29 14:43:17,486] INFO in predict_qa_roberta: 0.05076830834150314
+2023-06-29 14:43:17,486 - predict_qa_roberta - INFO - 0.05076830834150314
+[2023-06-29 14:43:17,486] INFO in predict_qa_roberta: weihua_administration_8_yq_7.6
+2023-06-29 14:43:17,486 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.6
+[2023-06-29 14:43:17,486] INFO in predict_qa_roberta: 4.377318873594049e-06
+2023-06-29 14:43:17,486 - predict_qa_roberta - INFO - 4.377318873594049e-06
+[2023-06-29 14:43:17,486] INFO in predict_qa_roberta: weihua_administration_8_yq_7.11
+2023-06-29 14:43:17,486 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.11
+[2023-06-29 14:43:17,486] INFO in predict_qa_roberta: 0.007084602955728769
+2023-06-29 14:43:17,486 - predict_qa_roberta - INFO - 0.007084602955728769
+[2023-06-29 14:43:17,486] INFO in predict_qa_roberta: weihua_administration_8_yq_7.7
+2023-06-29 14:43:17,486 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.7
+[2023-06-29 14:43:17,487] INFO in predict_qa_roberta: 0.014460533857345581
+2023-06-29 14:43:17,487 - predict_qa_roberta - INFO - 0.014460533857345581
+[2023-06-29 14:43:17,487] INFO in predict_qa_roberta: weihua_administration_8_yq_7.1
+2023-06-29 14:43:17,487 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.1
+[2023-06-29 14:43:17,487] INFO in predict_qa_roberta: 0.003936795983463526
+2023-06-29 14:43:17,487 - predict_qa_roberta - INFO - 0.003936795983463526
+[2023-06-29 14:43:17,487] INFO in predict_qa_roberta: weihua_administration_8_yq_7.2
+2023-06-29 14:43:17,487 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.2
+[2023-06-29 14:43:17,487] INFO in predict_qa_roberta: 0.0037659727968275547
+2023-06-29 14:43:17,487 - predict_qa_roberta - INFO - 0.0037659727968275547
+[2023-06-29 14:43:17,487] INFO in predict_qa_roberta: weihua_administration_8_yq_7.3
+2023-06-29 14:43:17,487 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.3
+[2023-06-29 14:43:17,487] INFO in predict_qa_roberta: {'weihua_administration_8_yq_7.10': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.8': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.9': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.4': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.5': '金属非金属矿山', 'weihua_administration_8_yq_7.6': '段新华', 'weihua_administration_8_yq_7.11': '每年', 'weihua_administration_8_yq_7.7': '140602199510121513证', 'weihua_administration_8_yq_7.1': '余康义', 'weihua_administration_8_yq_7.2': '石忠辉', 'weihua_administration_8_yq_7.3': 'A42060042222001083'}
+2023-06-29 14:43:17,487 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_7.10': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.8': '2022年4月22日至2025年4月21口', 'weihua_administration_8_yq_7.9': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.4': '2022年10月27日至2025年10月26日', 'weihua_administration_8_yq_7.5': '金属非金属矿山', 'weihua_administration_8_yq_7.6': '段新华', 'weihua_administration_8_yq_7.11': '每年', 'weihua_administration_8_yq_7.7': '140602199510121513证', 'weihua_administration_8_yq_7.1': '余康义', 'weihua_administration_8_yq_7.2': '石忠辉', 'weihua_administration_8_yq_7.3': 'A42060042222001083'}
+10.0.2.130 - - [29/Jun/2023 14:43:17] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:43:25,699] INFO in predict_qa_roberta: 0.388155996799469
+2023-06-29 14:43:25,699 - predict_qa_roberta - INFO - 0.388155996799469
+[2023-06-29 14:43:25,699] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.1
+2023-06-29 14:43:25,699 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.1
+[2023-06-29 14:43:25,700] INFO in predict_qa_roberta: 0.14177483320236206
+2023-06-29 14:43:25,700 - predict_qa_roberta - INFO - 0.14177483320236206
+[2023-06-29 14:43:25,700] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.2
+2023-06-29 14:43:25,700 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.2
+[2023-06-29 14:43:25,700] INFO in predict_qa_roberta: 0.2660050690174103
+2023-06-29 14:43:25,700 - predict_qa_roberta - INFO - 0.2660050690174103
+[2023-06-29 14:43:25,700] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-29 14:43:25,700 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-29 14:43:25,700] INFO in predict_qa_roberta: 0.006972700823098421
+2023-06-29 14:43:25,700 - predict_qa_roberta - INFO - 0.006972700823098421
+[2023-06-29 14:43:25,700] INFO in predict_qa_roberta: safe_evaluate_4_sq_a1.3
+2023-06-29 14:43:25,700 - predict_qa_roberta - INFO - safe_evaluate_4_sq_a1.3
+[2023-06-29 14:43:25,700] INFO in predict_qa_roberta: {'safe_evaluate_4_sq_a1.1': '中国石油化工股份有限公司', 'safe_evaluate_4_sq_a1.2': '白然人', 'a_common_social_credit_code': '登记机关', 'safe_evaluate_4_sq_a1.3': '上地'}
+2023-06-29 14:43:25,700 - predict_qa_roberta - INFO - {'safe_evaluate_4_sq_a1.1': '中国石油化工股份有限公司', 'safe_evaluate_4_sq_a1.2': '白然人', 'a_common_social_credit_code': '登记机关', 'safe_evaluate_4_sq_a1.3': '上地'}
+10.0.2.130 - - [29/Jun/2023 14:43:25] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:43:28,630] INFO in predict_qa_roberta: 0.09532493352890015
+2023-06-29 14:43:28,630 - predict_qa_roberta - INFO - 0.09532493352890015
+[2023-06-29 14:43:28,630] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 14:43:28,630 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 14:43:28,630] INFO in predict_qa_roberta: 0.2741900682449341
+2023-06-29 14:43:28,630 - predict_qa_roberta - INFO - 0.2741900682449341
+[2023-06-29 14:43:28,631] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 14:43:28,631 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 14:43:28,631] INFO in predict_qa_roberta: 0.06417810916900635
+2023-06-29 14:43:28,631 - predict_qa_roberta - INFO - 0.06417810916900635
+[2023-06-29 14:43:28,631] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 14:43:28,631 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 14:43:28,631] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+2023-06-29 14:43:28,631 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+10.0.2.130 - - [29/Jun/2023 14:43:28] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:43:28,772] INFO in predict_qa_roberta: 0.09532493352890015
+2023-06-29 14:43:28,772 - predict_qa_roberta - INFO - 0.09532493352890015
+[2023-06-29 14:43:28,772] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 14:43:28,772 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 14:43:28,772] INFO in predict_qa_roberta: 0.2741900682449341
+2023-06-29 14:43:28,772 - predict_qa_roberta - INFO - 0.2741900682449341
+[2023-06-29 14:43:28,773] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 14:43:28,773 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 14:43:28,773] INFO in predict_qa_roberta: 0.06417810916900635
+2023-06-29 14:43:28,773 - predict_qa_roberta - INFO - 0.06417810916900635
+[2023-06-29 14:43:28,773] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 14:43:28,773 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 14:43:28,773] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+2023-06-29 14:43:28,773 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '孙振平', 'weihua_administration_8_yq_1.3': '武汉市新洲区阳逻街道军安道321号', 'weihua_administration_8_yq_1.1': '武汉问津能源有限公司'}
+10.0.2.130 - - [29/Jun/2023 14:43:28] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 14:43:28,873] INFO in predict_qa_roberta: 0.004297755192965269
+2023-06-29 14:43:28,873 - predict_qa_roberta - INFO - 0.004297755192965269
+[2023-06-29 14:43:28,873] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 14:43:28,873 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 14:43:28,873] INFO in predict_qa_roberta: 0.16499269008636475
+2023-06-29 14:43:28,873 - predict_qa_roberta - INFO - 0.16499269008636475
+[2023-06-29 14:43:28,874] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 14:43:28,874 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 14:43:28,874] INFO in predict_qa_roberta: 0.0058686076663434505
+2023-06-29 14:43:28,874 - predict_qa_roberta - INFO - 0.0058686076663434505
+[2023-06-29 14:43:28,874] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 14:43:28,874 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 14:43:28,874] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+2023-06-29 14:43:28,874 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+10.0.2.130 - - [29/Jun/2023 14:43:28] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 14:43:28,984] INFO in predict_qa_roberta: 0.004297755192965269
+2023-06-29 14:43:28,984 - predict_qa_roberta - INFO - 0.004297755192965269
+[2023-06-29 14:43:28,984] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 14:43:28,984 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 14:43:28,984] INFO in predict_qa_roberta: 0.16499269008636475
+2023-06-29 14:43:28,984 - predict_qa_roberta - INFO - 0.16499269008636475
+[2023-06-29 14:43:28,984] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 14:43:28,984 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 14:43:28,985] INFO in predict_qa_roberta: 0.0058686076663434505
+2023-06-29 14:43:28,985 - predict_qa_roberta - INFO - 0.0058686076663434505
+[2023-06-29 14:43:28,985] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 14:43:28,985 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 14:43:28,985] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+2023-06-29 14:43:28,985 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '上地', 'weihua_administration_8_yq_1.4': '中国石油化工股份有限公司', 'weihua_administration_8_yq_1.5': '白然人'}
+10.0.2.130 - - [29/Jun/2023 14:43:28] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:00,632] INFO in predict_qa_roberta: 6.321933483377506e-07
+2023-06-29 15:24:00,632 - predict_qa_roberta - INFO - 6.321933483377506e-07
+[2023-06-29 15:24:00,632] INFO in predict_qa_roberta: weihua_administration_8_yq_15.2
+2023-06-29 15:24:00,632 - predict_qa_roberta - INFO - weihua_administration_8_yq_15.2
+[2023-06-29 15:24:00,632] INFO in predict_qa_roberta: {'weihua_administration_8_yq_15.2': '2023年5月31日'}
+2023-06-29 15:24:00,632 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_15.2': '2023年5月31日'}
+10.0.2.130 - - [29/Jun/2023 15:24:00] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:07,759] INFO in predict_qa_roberta: 2.2908494545781366e-10
+2023-06-29 15:24:07,759 - predict_qa_roberta - INFO - 2.2908494545781366e-10
+[2023-06-29 15:24:07,759] INFO in predict_qa_roberta: weihua_administration_8_yq_16.2
+2023-06-29 15:24:07,759 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.2
+[2023-06-29 15:24:07,759] INFO in predict_qa_roberta: 1.8477848584552703e-07
+2023-06-29 15:24:07,759 - predict_qa_roberta - INFO - 1.8477848584552703e-07
+[2023-06-29 15:24:07,759] INFO in predict_qa_roberta: weihua_administration_8_yq_16.3
+2023-06-29 15:24:07,759 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.3
+[2023-06-29 15:24:07,760] INFO in predict_qa_roberta: {'weihua_administration_8_yq_16.2': '0X', 'weihua_administration_8_yq_16.3': '本证书应于2025-01-09前进行复审'}
+2023-06-29 15:24:07,760 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_16.2': '0X', 'weihua_administration_8_yq_16.3': '本证书应于2025-01-09前进行复审'}
+10.0.2.130 - - [29/Jun/2023 15:24:07] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:24:09,199] INFO in predict_qa_roberta: 0.00013867886445950717
+2023-06-29 15:24:09,199 - predict_qa_roberta - INFO - 0.00013867886445950717
+[2023-06-29 15:24:09,199] INFO in predict_qa_roberta: weihua_administration_8_yq_5.6
+2023-06-29 15:24:09,199 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.6
+[2023-06-29 15:24:09,199] INFO in predict_qa_roberta: 0.00022524927044287324
+2023-06-29 15:24:09,199 - predict_qa_roberta - INFO - 0.00022524927044287324
+[2023-06-29 15:24:09,199] INFO in predict_qa_roberta: weihua_administration_8_yq_5.7
+2023-06-29 15:24:09,199 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.7
+[2023-06-29 15:24:09,199] INFO in predict_qa_roberta: 4.340630766819231e-06
+2023-06-29 15:24:09,199 - predict_qa_roberta - INFO - 4.340630766819231e-06
+[2023-06-29 15:24:09,199] INFO in predict_qa_roberta: weihua_administration_8_yq_5.2
+2023-06-29 15:24:09,199 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.2
+[2023-06-29 15:24:09,199] INFO in predict_qa_roberta: 0.007224771194159985
+2023-06-29 15:24:09,199 - predict_qa_roberta - INFO - 0.007224771194159985
+[2023-06-29 15:24:09,199] INFO in predict_qa_roberta: weihua_administration_8_yq_5.3
+2023-06-29 15:24:09,199 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.3
+[2023-06-29 15:24:09,200] INFO in predict_qa_roberta: 3.3837986848084256e-05
+2023-06-29 15:24:09,200 - predict_qa_roberta - INFO - 3.3837986848084256e-05
+[2023-06-29 15:24:09,200] INFO in predict_qa_roberta: weihua_administration_8_yq_5.4
+2023-06-29 15:24:09,200 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.4
+[2023-06-29 15:24:09,200] INFO in predict_qa_roberta: 0.25037819147109985
+2023-06-29 15:24:09,200 - predict_qa_roberta - INFO - 0.25037819147109985
+[2023-06-29 15:24:09,200] INFO in predict_qa_roberta: weihua_administration_8_yq_5.5
+2023-06-29 15:24:09,200 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.5
+[2023-06-29 15:24:09,200] INFO in predict_qa_roberta: 2.1562666582819467e-11
+2023-06-29 15:24:09,200 - predict_qa_roberta - INFO - 2.1562666582819467e-11
+[2023-06-29 15:24:09,200] INFO in predict_qa_roberta: weihua_administration_8_yq_5.1
+2023-06-29 15:24:09,200 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.1
+[2023-06-29 15:24:09,200] INFO in predict_qa_roberta: {'weihua_administration_8_yq_5.6': '吴劲松', 'weihua_administration_8_yq_5.7': '吴劲松', 'weihua_administration_8_yq_5.2': '方家保、张亚辉为公司专职安全员', 'weihua_administration_8_yq_5.3': '方家保、张亚辉', 'weihua_administration_8_yq_5.4': '方家保、张亚辉', 'weihua_administration_8_yq_5.5': '吴劲松', 'weihua_administration_8_yq_5.1': '武汉公桥涂料股份有限公司回203'}
+2023-06-29 15:24:09,200 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_5.6': '吴劲松', 'weihua_administration_8_yq_5.7': '吴劲松', 'weihua_administration_8_yq_5.2': '方家保、张亚辉为公司专职安全员', 'weihua_administration_8_yq_5.3': '方家保、张亚辉', 'weihua_administration_8_yq_5.4': '方家保、张亚辉', 'weihua_administration_8_yq_5.5': '吴劲松', 'weihua_administration_8_yq_5.1': '武汉公桥涂料股份有限公司回203'}
+10.0.2.130 - - [29/Jun/2023 15:24:09] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:09,683] INFO in predict_qa_roberta: 0.03681303560733795
+2023-06-29 15:24:09,683 - predict_qa_roberta - INFO - 0.03681303560733795
+[2023-06-29 15:24:09,683] INFO in predict_qa_roberta: weihua_administration_8_yq_6.1
+2023-06-29 15:24:09,683 - predict_qa_roberta - INFO - weihua_administration_8_yq_6.1
+[2023-06-29 15:24:09,683] INFO in predict_qa_roberta: {'weihua_administration_8_yq_6.1': '安全部'}
+2023-06-29 15:24:09,683 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_6.1': '安全部'}
+10.0.2.130 - - [29/Jun/2023 15:24:09] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:12,215] INFO in predict_qa_roberta: 1.967399157365435e-06
+2023-06-29 15:24:12,215 - predict_qa_roberta - INFO - 1.967399157365435e-06
+[2023-06-29 15:24:12,215] INFO in predict_qa_roberta: weihua_administration_8_yq_10.2
+2023-06-29 15:24:12,215 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.2
+[2023-06-29 15:24:12,215] INFO in predict_qa_roberta: 1.8717000784818083e-06
+2023-06-29 15:24:12,215 - predict_qa_roberta - INFO - 1.8717000784818083e-06
+[2023-06-29 15:24:12,215] INFO in predict_qa_roberta: weihua_administration_8_yq_10.3
+2023-06-29 15:24:12,215 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.3
+[2023-06-29 15:24:12,215] INFO in predict_qa_roberta: 0.0032601391430944204
+2023-06-29 15:24:12,215 - predict_qa_roberta - INFO - 0.0032601391430944204
+[2023-06-29 15:24:12,215] INFO in predict_qa_roberta: weihua_administration_8_yq_10.4
+2023-06-29 15:24:12,215 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.4
+[2023-06-29 15:24:12,215] INFO in predict_qa_roberta: 1.017841168504674e-05
+2023-06-29 15:24:12,215 - predict_qa_roberta - INFO - 1.017841168504674e-05
+[2023-06-29 15:24:12,215] INFO in predict_qa_roberta: weihua_administration_8_yq_10.1
+2023-06-29 15:24:12,215 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.1
+[2023-06-29 15:24:12,215] INFO in predict_qa_roberta: {'weihua_administration_8_yq_10.2': '13697202896成员', 'weihua_administration_8_yq_10.3': '生产安 全事故 应急管 理', 'weihua_administration_8_yq_10.4': '13986244186', 'weihua_administration_8_yq_10.1': '组织'}
+2023-06-29 15:24:12,215 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_10.2': '13697202896成员', 'weihua_administration_8_yq_10.3': '生产安 全事故 应急管 理', 'weihua_administration_8_yq_10.4': '13986244186', 'weihua_administration_8_yq_10.1': '组织'}
+10.0.2.130 - - [29/Jun/2023 15:24:12] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:14,031] INFO in predict_qa_roberta: 0.0003495987330097705
+2023-06-29 15:24:14,031 - predict_qa_roberta - INFO - 0.0003495987330097705
+[2023-06-29 15:24:14,031] INFO in predict_qa_roberta: weihua_administration_8_yq_13.1
+2023-06-29 15:24:14,031 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.1
+[2023-06-29 15:24:14,031] INFO in predict_qa_roberta: 0.18993963301181793
+2023-06-29 15:24:14,031 - predict_qa_roberta - INFO - 0.18993963301181793
+[2023-06-29 15:24:14,031] INFO in predict_qa_roberta: weihua_administration_8_yq_13.2
+2023-06-29 15:24:14,031 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.2
+[2023-06-29 15:24:14,031] INFO in predict_qa_roberta: 0.00023452371533494443
+2023-06-29 15:24:14,031 - predict_qa_roberta - INFO - 0.00023452371533494443
+[2023-06-29 15:24:14,032] INFO in predict_qa_roberta: weihua_administration_8_yq_13.3
+2023-06-29 15:24:14,032 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.3
+[2023-06-29 15:24:14,032] INFO in predict_qa_roberta: 7.360178278759122e-05
+2023-06-29 15:24:14,032 - predict_qa_roberta - INFO - 7.360178278759122e-05
+[2023-06-29 15:24:14,032] INFO in predict_qa_roberta: weihua_administration_8_yq_13.4
+2023-06-29 15:24:14,032 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.4
+[2023-06-29 15:24:14,032] INFO in predict_qa_roberta: 0.10646437108516693
+2023-06-29 15:24:14,032 - predict_qa_roberta - INFO - 0.10646437108516693
+[2023-06-29 15:24:14,032] INFO in predict_qa_roberta: weihua_administration_8_yq_13.5
+2023-06-29 15:24:14,032 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.5
+[2023-06-29 15:24:14,032] INFO in predict_qa_roberta: 0.0009309273445978761
+2023-06-29 15:24:14,032 - predict_qa_roberta - INFO - 0.0009309273445978761
+[2023-06-29 15:24:14,032] INFO in predict_qa_roberta: weihua_administration_8_yq_13.6
+2023-06-29 15:24:14,032 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.6
+[2023-06-29 15:24:14,032] INFO in predict_qa_roberta: 1.1018871646228945e-06
+2023-06-29 15:24:14,032 - predict_qa_roberta - INFO - 1.1018871646228945e-06
+[2023-06-29 15:24:14,032] INFO in predict_qa_roberta: weihua_administration_8_yq_13.7
+2023-06-29 15:24:14,032 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.7
+[2023-06-29 15:24:14,033] INFO in predict_qa_roberta: 0.9649702906608582
+2023-06-29 15:24:14,033 - predict_qa_roberta - INFO - 0.9649702906608582
+[2023-06-29 15:24:14,033] INFO in predict_qa_roberta: weihua_administration_8_yq_13.8
+2023-06-29 15:24:14,033 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.8
+[2023-06-29 15:24:14,033] INFO in predict_qa_roberta: {'weihua_administration_8_yq_13.1': '安全评价机构公章', 'weihua_administration_8_yq_13.2': '2025年1月20日', 'weihua_administration_8_yq_13.3': '专业 能力资格证书从业登 记号签名', 'weihua_administration_8_yq_13.4': '安全评价机构公章', 'weihua_administration_8_yq_13.5': '李冰', 'weihua_administration_8_yq_13.6': '安全评价机构公章', 'weihua_administration_8_yq_13.7': '贵州鸿豪码产资源咨服务有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+2023-06-29 15:24:14,033 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_13.1': '安全评价机构公章', 'weihua_administration_8_yq_13.2': '2025年1月20日', 'weihua_administration_8_yq_13.3': '专业 能力资格证书从业登 记号签名', 'weihua_administration_8_yq_13.4': '安全评价机构公章', 'weihua_administration_8_yq_13.5': '李冰', 'weihua_administration_8_yq_13.6': '安全评价机构公章', 'weihua_administration_8_yq_13.7': '贵州鸿豪码产资源咨服务有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+10.0.2.130 - - [29/Jun/2023 15:24:14] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:17,122] INFO in predict_qa_roberta: 9.201457578456029e-05
+2023-06-29 15:24:17,122 - predict_qa_roberta - INFO - 9.201457578456029e-05
+[2023-06-29 15:24:17,122] INFO in predict_qa_roberta: weihua_administration_8_yq_7.10
+2023-06-29 15:24:17,122 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.10
+[2023-06-29 15:24:17,122] INFO in predict_qa_roberta: 0.0034391037188470364
+2023-06-29 15:24:17,122 - predict_qa_roberta - INFO - 0.0034391037188470364
+[2023-06-29 15:24:17,122] INFO in predict_qa_roberta: weihua_administration_8_yq_7.8
+2023-06-29 15:24:17,122 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.8
+[2023-06-29 15:24:17,122] INFO in predict_qa_roberta: 4.723810707218945e-05
+2023-06-29 15:24:17,122 - predict_qa_roberta - INFO - 4.723810707218945e-05
+[2023-06-29 15:24:17,122] INFO in predict_qa_roberta: weihua_administration_8_yq_7.9
+2023-06-29 15:24:17,122 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.9
+[2023-06-29 15:24:17,122] INFO in predict_qa_roberta: 0.26992931962013245
+2023-06-29 15:24:17,122 - predict_qa_roberta - INFO - 0.26992931962013245
+[2023-06-29 15:24:17,122] INFO in predict_qa_roberta: weihua_administration_8_yq_7.4
+2023-06-29 15:24:17,122 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.4
+[2023-06-29 15:24:17,122] INFO in predict_qa_roberta: 0.21242327988147736
+2023-06-29 15:24:17,122 - predict_qa_roberta - INFO - 0.21242327988147736
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: weihua_administration_8_yq_7.5
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.5
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: 0.00045282227802090347
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - 0.00045282227802090347
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: weihua_administration_8_yq_7.6
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.6
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: 4.666728727897862e-07
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - 4.666728727897862e-07
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: weihua_administration_8_yq_7.11
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.11
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: 0.0738029032945633
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - 0.0738029032945633
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: weihua_administration_8_yq_7.7
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.7
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: 0.37647897005081177
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - 0.37647897005081177
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: weihua_administration_8_yq_7.1
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.1
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: 0.014227653853595257
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - 0.014227653853595257
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: weihua_administration_8_yq_7.2
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.2
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: 0.05757100135087967
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - 0.05757100135087967
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: weihua_administration_8_yq_7.3
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.3
+[2023-06-29 15:24:17,123] INFO in predict_qa_roberta: {'weihua_administration_8_yq_7.10': '2026-04-02', 'weihua_administration_8_yq_7.8': '方文', 'weihua_administration_8_yq_7.9': '2026-04-02', 'weihua_administration_8_yq_7.4': '张亚辉', 'weihua_administration_8_yq_7.5': '方文', 'weihua_administration_8_yq_7.6': '张亚辉', 'weihua_administration_8_yq_7.11': '825199010114019', 'weihua_administration_8_yq_7.7': '张亚辉', 'weihua_administration_8_yq_7.1': '方文', 'weihua_administration_8_yq_7.2': '张亚辉', 'weihua_administration_8_yq_7.3': '420684198706200077'}
+2023-06-29 15:24:17,123 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_7.10': '2026-04-02', 'weihua_administration_8_yq_7.8': '方文', 'weihua_administration_8_yq_7.9': '2026-04-02', 'weihua_administration_8_yq_7.4': '张亚辉', 'weihua_administration_8_yq_7.5': '方文', 'weihua_administration_8_yq_7.6': '张亚辉', 'weihua_administration_8_yq_7.11': '825199010114019', 'weihua_administration_8_yq_7.7': '张亚辉', 'weihua_administration_8_yq_7.1': '方文', 'weihua_administration_8_yq_7.2': '张亚辉', 'weihua_administration_8_yq_7.3': '420684198706200077'}
+10.0.2.130 - - [29/Jun/2023 15:24:17] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:30,006] INFO in predict_qa_roberta: 4.006792053701247e-08
+2023-06-29 15:24:30,006 - predict_qa_roberta - INFO - 4.006792053701247e-08
+[2023-06-29 15:24:30,006] INFO in predict_qa_roberta: weihua_administration_8_yq_15.2
+2023-06-29 15:24:30,006 - predict_qa_roberta - INFO - weihua_administration_8_yq_15.2
+[2023-06-29 15:24:30,007] INFO in predict_qa_roberta: {'weihua_administration_8_yq_15.2': '式中：q1、q2...qn'}
+2023-06-29 15:24:30,007 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_15.2': '式中：q1、q2...qn'}
+10.0.2.130 - - [29/Jun/2023 15:24:30] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:38,101] INFO in predict_qa_roberta: 8.486486180458996e-09
+2023-06-29 15:24:38,101 - predict_qa_roberta - INFO - 8.486486180458996e-09
+[2023-06-29 15:24:38,102] INFO in predict_qa_roberta: weihua_administration_8_yq_2.8
+2023-06-29 15:24:38,102 - predict_qa_roberta - INFO - weihua_administration_8_yq_2.8
+[2023-06-29 15:24:38,102] INFO in predict_qa_roberta: {'weihua_administration_8_yq_2.8': '1'}
+2023-06-29 15:24:38,102 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_2.8': '1'}
+10.0.2.130 - - [29/Jun/2023 15:24:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:40,130] INFO in predict_qa_roberta: 1.1535953490238171e-05
+2023-06-29 15:24:40,130 - predict_qa_roberta - INFO - 1.1535953490238171e-05
+[2023-06-29 15:24:40,130] INFO in predict_qa_roberta: weihua_administration_8_yq_3.2
+2023-06-29 15:24:40,130 - predict_qa_roberta - INFO - weihua_administration_8_yq_3.2
+[2023-06-29 15:24:40,130] INFO in predict_qa_roberta: {'weihua_administration_8_yq_3.2': '安全管理制度'}
+2023-06-29 15:24:40,130 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_3.2': '安全管理制度'}
+10.0.2.130 - - [29/Jun/2023 15:24:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:24:42,292] INFO in predict_qa_roberta: 8.486486180458996e-09
+2023-06-29 15:24:42,292 - predict_qa_roberta - INFO - 8.486486180458996e-09
+[2023-06-29 15:24:42,292] INFO in predict_qa_roberta: weihua_administration_8_yq_4.2
+2023-06-29 15:24:42,292 - predict_qa_roberta - INFO - weihua_administration_8_yq_4.2
+[2023-06-29 15:24:42,292] INFO in predict_qa_roberta: {'weihua_administration_8_yq_4.2': '1'}
+2023-06-29 15:24:42,292 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_4.2': '1'}
+10.0.2.130 - - [29/Jun/2023 15:24:42] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:25:51,616] INFO in predict_qa_roberta: 4.0484163037035614e-05
+2023-06-29 15:25:51,616 - predict_qa_roberta - INFO - 4.0484163037035614e-05
+[2023-06-29 15:25:51,618] INFO in predict_qa_roberta: weihua_administration_8_yq_12.1
+2023-06-29 15:25:51,618 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.1
+[2023-06-29 15:25:51,618] INFO in predict_qa_roberta: 1.1092295153503073e-06
+2023-06-29 15:25:51,618 - predict_qa_roberta - INFO - 1.1092295153503073e-06
+[2023-06-29 15:25:51,618] INFO in predict_qa_roberta: weihua_administration_8_yq_12.3
+2023-06-29 15:25:51,618 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.3
+[2023-06-29 15:25:51,618] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+2023-06-29 15:25:51,618 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+10.0.2.130 - - [29/Jun/2023 15:25:51] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:25:51,633] INFO in predict_qa_roberta: 4.0484163037035614e-05
+2023-06-29 15:25:51,633 - predict_qa_roberta - INFO - 4.0484163037035614e-05
+[2023-06-29 15:25:51,634] INFO in predict_qa_roberta: weihua_administration_8_yq_12.1
+2023-06-29 15:25:51,634 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.1
+[2023-06-29 15:25:51,635] INFO in predict_qa_roberta: 1.1092295153503073e-06
+2023-06-29 15:25:51,635 - predict_qa_roberta - INFO - 1.1092295153503073e-06
+[2023-06-29 15:25:51,635] INFO in predict_qa_roberta: weihua_administration_8_yq_12.3
+2023-06-29 15:25:51,635 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.3
+[2023-06-29 15:25:51,635] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+2023-06-29 15:25:51,635 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+10.0.2.130 - - [29/Jun/2023 15:25:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:25:53,341] INFO in predict_qa_roberta: 0.4841679036617279
+2023-06-29 15:25:53,341 - predict_qa_roberta - INFO - 0.4841679036617279
+[2023-06-29 15:25:53,341] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-29 15:25:53,341 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-29 15:25:53,342] INFO in predict_qa_roberta: 0.9251805543899536
+2023-06-29 15:25:53,342 - predict_qa_roberta - INFO - 0.9251805543899536
+[2023-06-29 15:25:53,343] INFO in predict_qa_roberta: a_common_legalPerson_
+2023-06-29 15:25:53,343 - predict_qa_roberta - INFO - a_common_legalPerson_
+[2023-06-29 15:25:53,343] INFO in predict_qa_roberta: 0.46672534942626953
+2023-06-29 15:25:53,343 - predict_qa_roberta - INFO - 0.46672534942626953
+[2023-06-29 15:25:53,343] INFO in predict_qa_roberta: a_common_companyName_
+2023-06-29 15:25:53,343 - predict_qa_roberta - INFO - a_common_companyName_
+[2023-06-29 15:25:53,343] INFO in predict_qa_roberta: 0.00025063581415452063
+2023-06-29 15:25:53,343 - predict_qa_roberta - INFO - 0.00025063581415452063
+[2023-06-29 15:25:53,343] INFO in predict_qa_roberta: a_common_address_
+2023-06-29 15:25:53,343 - predict_qa_roberta - INFO - a_common_address_
+[2023-06-29 15:25:53,344] INFO in predict_qa_roberta: {'a_common_social_credit_code': '914212210905645116', 'a_common_legalPerson_': '方文桥', 'a_common_companyName_': '武汉宏桥涂料股份有限公司', 'a_common_address_': '国家市场监督管理总局监局'}
+2023-06-29 15:25:53,344 - predict_qa_roberta - INFO - {'a_common_social_credit_code': '914212210905645116', 'a_common_legalPerson_': '方文桥', 'a_common_companyName_': '武汉宏桥涂料股份有限公司', 'a_common_address_': '国家市场监督管理总局监局'}
+10.0.2.130 - - [29/Jun/2023 15:25:53] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:25:56,811] INFO in predict_qa_roberta: 0.3540014326572418
+2023-06-29 15:25:56,811 - predict_qa_roberta - INFO - 0.3540014326572418
+[2023-06-29 15:25:56,812] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 15:25:56,812 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 15:25:56,812] INFO in predict_qa_roberta: 0.0981769785284996
+2023-06-29 15:25:56,812 - predict_qa_roberta - INFO - 0.0981769785284996
+[2023-06-29 15:25:56,813] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 15:25:56,813 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 15:25:56,813] INFO in predict_qa_roberta: 0.11083318293094635
+2023-06-29 15:25:56,813 - predict_qa_roberta - INFO - 0.11083318293094635
+[2023-06-29 15:25:56,813] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 15:25:56,813 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 15:25:56,813] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+2023-06-29 15:25:56,813 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+10.0.2.130 - - [29/Jun/2023 15:25:56] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:25:57,093] INFO in predict_qa_roberta: 1.7345079186270596e-06
+2023-06-29 15:25:57,093 - predict_qa_roberta - INFO - 1.7345079186270596e-06
+[2023-06-29 15:25:57,094] INFO in predict_qa_roberta: weihua_administration_8_yq_12.2
+2023-06-29 15:25:57,094 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.2
+[2023-06-29 15:25:57,094] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+2023-06-29 15:25:57,094 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+10.0.2.130 - - [29/Jun/2023 15:25:57] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:25:57,228] INFO in predict_qa_roberta: 1.7345079186270596e-06
+2023-06-29 15:25:57,228 - predict_qa_roberta - INFO - 1.7345079186270596e-06
+[2023-06-29 15:25:57,228] INFO in predict_qa_roberta: weihua_administration_8_yq_12.2
+2023-06-29 15:25:57,228 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.2
+[2023-06-29 15:25:57,229] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+2023-06-29 15:25:57,229 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+10.0.2.130 - - [29/Jun/2023 15:25:57] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:25:58,550] INFO in predict_qa_roberta: 0.0002556455438025296
+2023-06-29 15:25:58,550 - predict_qa_roberta - INFO - 0.0002556455438025296
+[2023-06-29 15:25:58,550] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 15:25:58,550 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 15:25:58,551] INFO in predict_qa_roberta: 0.11294569820165634
+2023-06-29 15:25:58,551 - predict_qa_roberta - INFO - 0.11294569820165634
+[2023-06-29 15:25:58,551] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 15:25:58,551 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 15:25:58,551] INFO in predict_qa_roberta: 0.05826980620622635
+2023-06-29 15:25:58,551 - predict_qa_roberta - INFO - 0.05826980620622635
+[2023-06-29 15:25:58,551] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 15:25:58,551 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 15:25:58,552] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+2023-06-29 15:25:58,552 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+10.0.2.130 - - [29/Jun/2023 15:25:58] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:25:58,592] INFO in predict_qa_roberta: 0.3540014326572418
+2023-06-29 15:25:58,592 - predict_qa_roberta - INFO - 0.3540014326572418
+[2023-06-29 15:25:58,592] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 15:25:58,592 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 15:25:58,592] INFO in predict_qa_roberta: 0.0981769785284996
+2023-06-29 15:25:58,592 - predict_qa_roberta - INFO - 0.0981769785284996
+[2023-06-29 15:25:58,592] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 15:25:58,592 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 15:25:58,592] INFO in predict_qa_roberta: 0.11083318293094635
+2023-06-29 15:25:58,592 - predict_qa_roberta - INFO - 0.11083318293094635
+[2023-06-29 15:25:58,593] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 15:25:58,593 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 15:25:58,593] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+2023-06-29 15:25:58,593 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+10.0.2.130 - - [29/Jun/2023 15:25:58] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:25:58,604] INFO in predict_qa_roberta: 1.7367621694575064e-05
+2023-06-29 15:25:58,604 - predict_qa_roberta - INFO - 1.7367621694575064e-05
+[2023-06-29 15:25:58,605] INFO in predict_qa_roberta: weihua_administration_8_yq_9.2
+2023-06-29 15:25:58,605 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.2
+[2023-06-29 15:25:58,605] INFO in predict_qa_roberta: 0.11992596834897995
+2023-06-29 15:25:58,605 - predict_qa_roberta - INFO - 0.11992596834897995
+[2023-06-29 15:25:58,605] INFO in predict_qa_roberta: weihua_administration_8_yq_9.1
+2023-06-29 15:25:58,605 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.1
+[2023-06-29 15:25:58,605] INFO in predict_qa_roberta: {'weihua_administration_8_yq_9.2': '2020年2月', 'weihua_administration_8_yq_9.1': '中国社会保险业务回执单'}
+2023-06-29 15:25:58,605 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_9.2': '2020年2月', 'weihua_administration_8_yq_9.1': '中国社会保险业务回执单'}
+10.0.2.130 - - [29/Jun/2023 15:25:58] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:25:59,938] INFO in predict_qa_roberta: 0.0002556455438025296
+2023-06-29 15:25:59,938 - predict_qa_roberta - INFO - 0.0002556455438025296
+[2023-06-29 15:25:59,939] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 15:25:59,939 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 15:25:59,939] INFO in predict_qa_roberta: 0.11294569820165634
+2023-06-29 15:25:59,939 - predict_qa_roberta - INFO - 0.11294569820165634
+[2023-06-29 15:25:59,939] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 15:25:59,939 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 15:25:59,939] INFO in predict_qa_roberta: 0.05826980620622635
+2023-06-29 15:25:59,939 - predict_qa_roberta - INFO - 0.05826980620622635
+[2023-06-29 15:25:59,939] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 15:25:59,939 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 15:25:59,940] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+2023-06-29 15:25:59,940 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+10.0.2.130 - - [29/Jun/2023 15:25:59] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:26:00,448] INFO in predict_qa_roberta: 0.0007673893705941737
+2023-06-29 15:26:00,448 - predict_qa_roberta - INFO - 0.0007673893705941737
+[2023-06-29 15:26:00,448] INFO in predict_qa_roberta: weihua_administration_8_yq_9.3
+2023-06-29 15:26:00,448 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.3
+[2023-06-29 15:26:00,448] INFO in predict_qa_roberta: 5.817694909637794e-05
+2023-06-29 15:26:00,448 - predict_qa_roberta - INFO - 5.817694909637794e-05
+[2023-06-29 15:26:00,448] INFO in predict_qa_roberta: weihua_administration_8_yq_9.4
+2023-06-29 15:26:00,448 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.4
+[2023-06-29 15:26:00,449] INFO in predict_qa_roberta: {'weihua_administration_8_yq_9.3': '17 人', 'weihua_administration_8_yq_9.4': '17 人'}
+2023-06-29 15:26:00,449 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_9.3': '17 人', 'weihua_administration_8_yq_9.4': '17 人'}
+10.0.2.130 - - [29/Jun/2023 15:26:00] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:32:05,566] INFO in predict_qa_roberta: 6.321933483377506e-07
+2023-06-29 15:32:05,566 - predict_qa_roberta - INFO - 6.321933483377506e-07
+[2023-06-29 15:32:05,566] INFO in predict_qa_roberta: weihua_administration_8_yq_15.2
+2023-06-29 15:32:05,566 - predict_qa_roberta - INFO - weihua_administration_8_yq_15.2
+[2023-06-29 15:32:05,566] INFO in predict_qa_roberta: {'weihua_administration_8_yq_15.2': '2023年5月31日'}
+2023-06-29 15:32:05,566 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_15.2': '2023年5月31日'}
+10.0.2.130 - - [29/Jun/2023 15:32:05] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:32:14,257] INFO in predict_qa_roberta: 2.2908494545781366e-10
+2023-06-29 15:32:14,257 - predict_qa_roberta - INFO - 2.2908494545781366e-10
+[2023-06-29 15:32:14,258] INFO in predict_qa_roberta: weihua_administration_8_yq_16.2
+2023-06-29 15:32:14,258 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.2
+[2023-06-29 15:32:14,258] INFO in predict_qa_roberta: 1.8477848584552703e-07
+2023-06-29 15:32:14,258 - predict_qa_roberta - INFO - 1.8477848584552703e-07
+[2023-06-29 15:32:14,258] INFO in predict_qa_roberta: weihua_administration_8_yq_16.3
+2023-06-29 15:32:14,258 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.3
+[2023-06-29 15:32:14,258] INFO in predict_qa_roberta: {'weihua_administration_8_yq_16.2': '0X', 'weihua_administration_8_yq_16.3': '本证书应于2025-01-09前进行复审'}
+2023-06-29 15:32:14,258 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_16.2': '0X', 'weihua_administration_8_yq_16.3': '本证书应于2025-01-09前进行复审'}
+10.0.2.130 - - [29/Jun/2023 15:32:14] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:32:15,061] INFO in predict_qa_roberta: 0.00013867886445950717
+2023-06-29 15:32:15,061 - predict_qa_roberta - INFO - 0.00013867886445950717
+[2023-06-29 15:32:15,062] INFO in predict_qa_roberta: weihua_administration_8_yq_5.6
+2023-06-29 15:32:15,062 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.6
+[2023-06-29 15:32:15,062] INFO in predict_qa_roberta: 0.00022524927044287324
+2023-06-29 15:32:15,062 - predict_qa_roberta - INFO - 0.00022524927044287324
+[2023-06-29 15:32:15,062] INFO in predict_qa_roberta: weihua_administration_8_yq_5.7
+2023-06-29 15:32:15,062 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.7
+[2023-06-29 15:32:15,062] INFO in predict_qa_roberta: 4.340630766819231e-06
+2023-06-29 15:32:15,062 - predict_qa_roberta - INFO - 4.340630766819231e-06
+[2023-06-29 15:32:15,063] INFO in predict_qa_roberta: weihua_administration_8_yq_5.2
+2023-06-29 15:32:15,063 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.2
+[2023-06-29 15:32:15,063] INFO in predict_qa_roberta: 0.007224771194159985
+2023-06-29 15:32:15,063 - predict_qa_roberta - INFO - 0.007224771194159985
+[2023-06-29 15:32:15,063] INFO in predict_qa_roberta: weihua_administration_8_yq_5.3
+2023-06-29 15:32:15,063 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.3
+[2023-06-29 15:32:15,063] INFO in predict_qa_roberta: 3.3837986848084256e-05
+2023-06-29 15:32:15,063 - predict_qa_roberta - INFO - 3.3837986848084256e-05
+[2023-06-29 15:32:15,063] INFO in predict_qa_roberta: weihua_administration_8_yq_5.4
+2023-06-29 15:32:15,063 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.4
+[2023-06-29 15:32:15,063] INFO in predict_qa_roberta: 0.25037819147109985
+2023-06-29 15:32:15,063 - predict_qa_roberta - INFO - 0.25037819147109985
+[2023-06-29 15:32:15,064] INFO in predict_qa_roberta: weihua_administration_8_yq_5.5
+2023-06-29 15:32:15,064 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.5
+[2023-06-29 15:32:15,064] INFO in predict_qa_roberta: 2.1562666582819467e-11
+2023-06-29 15:32:15,064 - predict_qa_roberta - INFO - 2.1562666582819467e-11
+[2023-06-29 15:32:15,064] INFO in predict_qa_roberta: weihua_administration_8_yq_5.1
+2023-06-29 15:32:15,064 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.1
+[2023-06-29 15:32:15,064] INFO in predict_qa_roberta: {'weihua_administration_8_yq_5.6': '吴劲松', 'weihua_administration_8_yq_5.7': '吴劲松', 'weihua_administration_8_yq_5.2': '方家保、张亚辉为公司专职安全员', 'weihua_administration_8_yq_5.3': '方家保、张亚辉', 'weihua_administration_8_yq_5.4': '方家保、张亚辉', 'weihua_administration_8_yq_5.5': '吴劲松', 'weihua_administration_8_yq_5.1': '武汉公桥涂料股份有限公司回203'}
+2023-06-29 15:32:15,064 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_5.6': '吴劲松', 'weihua_administration_8_yq_5.7': '吴劲松', 'weihua_administration_8_yq_5.2': '方家保、张亚辉为公司专职安全员', 'weihua_administration_8_yq_5.3': '方家保、张亚辉', 'weihua_administration_8_yq_5.4': '方家保、张亚辉', 'weihua_administration_8_yq_5.5': '吴劲松', 'weihua_administration_8_yq_5.1': '武汉公桥涂料股份有限公司回203'}
+10.0.2.130 - - [29/Jun/2023 15:32:15] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:32:15,558] INFO in predict_qa_roberta: 0.03681303560733795
+2023-06-29 15:32:15,558 - predict_qa_roberta - INFO - 0.03681303560733795
+[2023-06-29 15:32:15,559] INFO in predict_qa_roberta: weihua_administration_8_yq_6.1
+2023-06-29 15:32:15,559 - predict_qa_roberta - INFO - weihua_administration_8_yq_6.1
+[2023-06-29 15:32:15,559] INFO in predict_qa_roberta: {'weihua_administration_8_yq_6.1': '安全部'}
+2023-06-29 15:32:15,559 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_6.1': '安全部'}
+10.0.2.130 - - [29/Jun/2023 15:32:15] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:32:17,351] INFO in predict_qa_roberta: 1.967399157365435e-06
+2023-06-29 15:32:17,351 - predict_qa_roberta - INFO - 1.967399157365435e-06
+[2023-06-29 15:32:17,352] INFO in predict_qa_roberta: weihua_administration_8_yq_10.2
+2023-06-29 15:32:17,352 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.2
+[2023-06-29 15:32:17,352] INFO in predict_qa_roberta: 1.8717000784818083e-06
+2023-06-29 15:32:17,352 - predict_qa_roberta - INFO - 1.8717000784818083e-06
+[2023-06-29 15:32:17,352] INFO in predict_qa_roberta: weihua_administration_8_yq_10.3
+2023-06-29 15:32:17,352 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.3
+[2023-06-29 15:32:17,352] INFO in predict_qa_roberta: 0.0032601391430944204
+2023-06-29 15:32:17,352 - predict_qa_roberta - INFO - 0.0032601391430944204
+[2023-06-29 15:32:17,352] INFO in predict_qa_roberta: weihua_administration_8_yq_10.4
+2023-06-29 15:32:17,352 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.4
+[2023-06-29 15:32:17,352] INFO in predict_qa_roberta: 1.017841168504674e-05
+2023-06-29 15:32:17,352 - predict_qa_roberta - INFO - 1.017841168504674e-05
+[2023-06-29 15:32:17,352] INFO in predict_qa_roberta: weihua_administration_8_yq_10.1
+2023-06-29 15:32:17,352 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.1
+[2023-06-29 15:32:17,352] INFO in predict_qa_roberta: {'weihua_administration_8_yq_10.2': '13697202896成员', 'weihua_administration_8_yq_10.3': '生产安 全事故 应急管 理', 'weihua_administration_8_yq_10.4': '13986244186', 'weihua_administration_8_yq_10.1': '组织'}
+2023-06-29 15:32:17,352 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_10.2': '13697202896成员', 'weihua_administration_8_yq_10.3': '生产安 全事故 应急管 理', 'weihua_administration_8_yq_10.4': '13986244186', 'weihua_administration_8_yq_10.1': '组织'}
+10.0.2.130 - - [29/Jun/2023 15:32:17] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:32:19,885] INFO in predict_qa_roberta: 0.0003495987330097705
+2023-06-29 15:32:19,885 - predict_qa_roberta - INFO - 0.0003495987330097705
+[2023-06-29 15:32:19,885] INFO in predict_qa_roberta: weihua_administration_8_yq_13.1
+2023-06-29 15:32:19,885 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.1
+[2023-06-29 15:32:19,886] INFO in predict_qa_roberta: 0.18993963301181793
+2023-06-29 15:32:19,886 - predict_qa_roberta - INFO - 0.18993963301181793
+[2023-06-29 15:32:19,886] INFO in predict_qa_roberta: weihua_administration_8_yq_13.2
+2023-06-29 15:32:19,886 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.2
+[2023-06-29 15:32:19,886] INFO in predict_qa_roberta: 0.00023452371533494443
+2023-06-29 15:32:19,886 - predict_qa_roberta - INFO - 0.00023452371533494443
+[2023-06-29 15:32:19,886] INFO in predict_qa_roberta: weihua_administration_8_yq_13.3
+2023-06-29 15:32:19,886 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.3
+[2023-06-29 15:32:19,887] INFO in predict_qa_roberta: 7.360178278759122e-05
+2023-06-29 15:32:19,887 - predict_qa_roberta - INFO - 7.360178278759122e-05
+[2023-06-29 15:32:19,887] INFO in predict_qa_roberta: weihua_administration_8_yq_13.4
+2023-06-29 15:32:19,887 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.4
+[2023-06-29 15:32:19,888] INFO in predict_qa_roberta: 0.10646437108516693
+2023-06-29 15:32:19,888 - predict_qa_roberta - INFO - 0.10646437108516693
+[2023-06-29 15:32:19,888] INFO in predict_qa_roberta: weihua_administration_8_yq_13.5
+2023-06-29 15:32:19,888 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.5
+[2023-06-29 15:32:19,888] INFO in predict_qa_roberta: 0.0009309273445978761
+2023-06-29 15:32:19,888 - predict_qa_roberta - INFO - 0.0009309273445978761
+[2023-06-29 15:32:19,888] INFO in predict_qa_roberta: weihua_administration_8_yq_13.6
+2023-06-29 15:32:19,888 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.6
+[2023-06-29 15:32:19,888] INFO in predict_qa_roberta: 1.1018871646228945e-06
+2023-06-29 15:32:19,888 - predict_qa_roberta - INFO - 1.1018871646228945e-06
+[2023-06-29 15:32:19,889] INFO in predict_qa_roberta: weihua_administration_8_yq_13.7
+2023-06-29 15:32:19,889 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.7
+[2023-06-29 15:32:19,889] INFO in predict_qa_roberta: 0.9649702906608582
+2023-06-29 15:32:19,889 - predict_qa_roberta - INFO - 0.9649702906608582
+[2023-06-29 15:32:19,889] INFO in predict_qa_roberta: weihua_administration_8_yq_13.8
+2023-06-29 15:32:19,889 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.8
+[2023-06-29 15:32:19,889] INFO in predict_qa_roberta: {'weihua_administration_8_yq_13.1': '安全评价机构公章', 'weihua_administration_8_yq_13.2': '2025年1月20日', 'weihua_administration_8_yq_13.3': '专业 能力资格证书从业登 记号签名', 'weihua_administration_8_yq_13.4': '安全评价机构公章', 'weihua_administration_8_yq_13.5': '李冰', 'weihua_administration_8_yq_13.6': '安全评价机构公章', 'weihua_administration_8_yq_13.7': '贵州鸿豪码产资源咨服务有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+2023-06-29 15:32:19,889 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_13.1': '安全评价机构公章', 'weihua_administration_8_yq_13.2': '2025年1月20日', 'weihua_administration_8_yq_13.3': '专业 能力资格证书从业登 记号签名', 'weihua_administration_8_yq_13.4': '安全评价机构公章', 'weihua_administration_8_yq_13.5': '李冰', 'weihua_administration_8_yq_13.6': '安全评价机构公章', 'weihua_administration_8_yq_13.7': '贵州鸿豪码产资源咨服务有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+10.0.2.130 - - [29/Jun/2023 15:32:19] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:32:22,129] INFO in predict_qa_roberta: 9.201457578456029e-05
+2023-06-29 15:32:22,129 - predict_qa_roberta - INFO - 9.201457578456029e-05
+[2023-06-29 15:32:22,129] INFO in predict_qa_roberta: weihua_administration_8_yq_7.10
+2023-06-29 15:32:22,129 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.10
+[2023-06-29 15:32:22,129] INFO in predict_qa_roberta: 0.0034391037188470364
+2023-06-29 15:32:22,129 - predict_qa_roberta - INFO - 0.0034391037188470364
+[2023-06-29 15:32:22,129] INFO in predict_qa_roberta: weihua_administration_8_yq_7.8
+2023-06-29 15:32:22,129 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.8
+[2023-06-29 15:32:22,130] INFO in predict_qa_roberta: 4.723810707218945e-05
+2023-06-29 15:32:22,130 - predict_qa_roberta - INFO - 4.723810707218945e-05
+[2023-06-29 15:32:22,130] INFO in predict_qa_roberta: weihua_administration_8_yq_7.9
+2023-06-29 15:32:22,130 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.9
+[2023-06-29 15:32:22,130] INFO in predict_qa_roberta: 0.26992931962013245
+2023-06-29 15:32:22,130 - predict_qa_roberta - INFO - 0.26992931962013245
+[2023-06-29 15:32:22,130] INFO in predict_qa_roberta: weihua_administration_8_yq_7.4
+2023-06-29 15:32:22,130 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.4
+[2023-06-29 15:32:22,130] INFO in predict_qa_roberta: 0.21242327988147736
+2023-06-29 15:32:22,130 - predict_qa_roberta - INFO - 0.21242327988147736
+[2023-06-29 15:32:22,130] INFO in predict_qa_roberta: weihua_administration_8_yq_7.5
+2023-06-29 15:32:22,130 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.5
+[2023-06-29 15:32:22,131] INFO in predict_qa_roberta: 0.00045282227802090347
+2023-06-29 15:32:22,131 - predict_qa_roberta - INFO - 0.00045282227802090347
+[2023-06-29 15:32:22,131] INFO in predict_qa_roberta: weihua_administration_8_yq_7.6
+2023-06-29 15:32:22,131 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.6
+[2023-06-29 15:32:22,131] INFO in predict_qa_roberta: 4.666728727897862e-07
+2023-06-29 15:32:22,131 - predict_qa_roberta - INFO - 4.666728727897862e-07
+[2023-06-29 15:32:22,131] INFO in predict_qa_roberta: weihua_administration_8_yq_7.11
+2023-06-29 15:32:22,131 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.11
+[2023-06-29 15:32:22,131] INFO in predict_qa_roberta: 0.0738029032945633
+2023-06-29 15:32:22,131 - predict_qa_roberta - INFO - 0.0738029032945633
+[2023-06-29 15:32:22,131] INFO in predict_qa_roberta: weihua_administration_8_yq_7.7
+2023-06-29 15:32:22,131 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.7
+[2023-06-29 15:32:22,131] INFO in predict_qa_roberta: 0.37647897005081177
+2023-06-29 15:32:22,131 - predict_qa_roberta - INFO - 0.37647897005081177
+[2023-06-29 15:32:22,132] INFO in predict_qa_roberta: weihua_administration_8_yq_7.1
+2023-06-29 15:32:22,132 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.1
+[2023-06-29 15:32:22,132] INFO in predict_qa_roberta: 0.014227653853595257
+2023-06-29 15:32:22,132 - predict_qa_roberta - INFO - 0.014227653853595257
+[2023-06-29 15:32:22,132] INFO in predict_qa_roberta: weihua_administration_8_yq_7.2
+2023-06-29 15:32:22,132 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.2
+[2023-06-29 15:32:22,132] INFO in predict_qa_roberta: 0.05757100135087967
+2023-06-29 15:32:22,132 - predict_qa_roberta - INFO - 0.05757100135087967
+[2023-06-29 15:32:22,132] INFO in predict_qa_roberta: weihua_administration_8_yq_7.3
+2023-06-29 15:32:22,132 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.3
+[2023-06-29 15:32:22,132] INFO in predict_qa_roberta: {'weihua_administration_8_yq_7.10': '2026-04-02', 'weihua_administration_8_yq_7.8': '方文', 'weihua_administration_8_yq_7.9': '2026-04-02', 'weihua_administration_8_yq_7.4': '张亚辉', 'weihua_administration_8_yq_7.5': '方文', 'weihua_administration_8_yq_7.6': '张亚辉', 'weihua_administration_8_yq_7.11': '825199010114019', 'weihua_administration_8_yq_7.7': '张亚辉', 'weihua_administration_8_yq_7.1': '方文', 'weihua_administration_8_yq_7.2': '张亚辉', 'weihua_administration_8_yq_7.3': '420684198706200077'}
+2023-06-29 15:32:22,132 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_7.10': '2026-04-02', 'weihua_administration_8_yq_7.8': '方文', 'weihua_administration_8_yq_7.9': '2026-04-02', 'weihua_administration_8_yq_7.4': '张亚辉', 'weihua_administration_8_yq_7.5': '方文', 'weihua_administration_8_yq_7.6': '张亚辉', 'weihua_administration_8_yq_7.11': '825199010114019', 'weihua_administration_8_yq_7.7': '张亚辉', 'weihua_administration_8_yq_7.1': '方文', 'weihua_administration_8_yq_7.2': '张亚辉', 'weihua_administration_8_yq_7.3': '420684198706200077'}
+10.0.2.130 - - [29/Jun/2023 15:32:22] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:32:34,377] INFO in predict_qa_roberta: 4.006792053701247e-08
+2023-06-29 15:32:34,377 - predict_qa_roberta - INFO - 4.006792053701247e-08
+[2023-06-29 15:32:34,377] INFO in predict_qa_roberta: weihua_administration_8_yq_15.2
+2023-06-29 15:32:34,377 - predict_qa_roberta - INFO - weihua_administration_8_yq_15.2
+[2023-06-29 15:32:34,377] INFO in predict_qa_roberta: {'weihua_administration_8_yq_15.2': '式中：q1、q2...qn'}
+2023-06-29 15:32:34,377 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_15.2': '式中：q1、q2...qn'}
+10.0.2.130 - - [29/Jun/2023 15:32:34] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:32:47,208] INFO in predict_qa_roberta: 8.486486180458996e-09
+2023-06-29 15:32:47,208 - predict_qa_roberta - INFO - 8.486486180458996e-09
+[2023-06-29 15:32:47,209] INFO in predict_qa_roberta: weihua_administration_8_yq_2.8
+2023-06-29 15:32:47,209 - predict_qa_roberta - INFO - weihua_administration_8_yq_2.8
+[2023-06-29 15:32:47,209] INFO in predict_qa_roberta: {'weihua_administration_8_yq_2.8': '1'}
+2023-06-29 15:32:47,209 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_2.8': '1'}
+10.0.2.130 - - [29/Jun/2023 15:32:47] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:32:49,233] INFO in predict_qa_roberta: 1.1535953490238171e-05
+2023-06-29 15:32:49,233 - predict_qa_roberta - INFO - 1.1535953490238171e-05
+[2023-06-29 15:32:49,233] INFO in predict_qa_roberta: weihua_administration_8_yq_3.2
+2023-06-29 15:32:49,233 - predict_qa_roberta - INFO - weihua_administration_8_yq_3.2
+[2023-06-29 15:32:49,233] INFO in predict_qa_roberta: {'weihua_administration_8_yq_3.2': '安全管理制度'}
+2023-06-29 15:32:49,233 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_3.2': '安全管理制度'}
+10.0.2.130 - - [29/Jun/2023 15:32:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:32:51,299] INFO in predict_qa_roberta: 8.486486180458996e-09
+2023-06-29 15:32:51,299 - predict_qa_roberta - INFO - 8.486486180458996e-09
+[2023-06-29 15:32:51,300] INFO in predict_qa_roberta: weihua_administration_8_yq_4.2
+2023-06-29 15:32:51,300 - predict_qa_roberta - INFO - weihua_administration_8_yq_4.2
+[2023-06-29 15:32:51,300] INFO in predict_qa_roberta: {'weihua_administration_8_yq_4.2': '1'}
+2023-06-29 15:32:51,300 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_4.2': '1'}
+10.0.2.130 - - [29/Jun/2023 15:32:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:33:52,868] INFO in predict_qa_roberta: 4.0484163037035614e-05
+2023-06-29 15:33:52,868 - predict_qa_roberta - INFO - 4.0484163037035614e-05
+[2023-06-29 15:33:52,869] INFO in predict_qa_roberta: weihua_administration_8_yq_12.1
+2023-06-29 15:33:52,869 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.1
+[2023-06-29 15:33:52,869] INFO in predict_qa_roberta: 1.1092295153503073e-06
+2023-06-29 15:33:52,869 - predict_qa_roberta - INFO - 1.1092295153503073e-06
+[2023-06-29 15:33:52,870] INFO in predict_qa_roberta: weihua_administration_8_yq_12.3
+2023-06-29 15:33:52,870 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.3
+[2023-06-29 15:33:52,872] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+2023-06-29 15:33:52,872 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+10.0.2.130 - - [29/Jun/2023 15:33:52] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:33:53,675] INFO in predict_qa_roberta: 4.0484163037035614e-05
+2023-06-29 15:33:53,675 - predict_qa_roberta - INFO - 4.0484163037035614e-05
+[2023-06-29 15:33:53,676] INFO in predict_qa_roberta: weihua_administration_8_yq_12.1
+2023-06-29 15:33:53,676 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.1
+[2023-06-29 15:33:53,676] INFO in predict_qa_roberta: 1.1092295153503073e-06
+2023-06-29 15:33:53,676 - predict_qa_roberta - INFO - 1.1092295153503073e-06
+[2023-06-29 15:33:53,677] INFO in predict_qa_roberta: weihua_administration_8_yq_12.3
+2023-06-29 15:33:53,677 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.3
+[2023-06-29 15:33:53,677] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+2023-06-29 15:33:53,677 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+10.0.2.130 - - [29/Jun/2023 15:33:53] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:33:55,688] INFO in predict_qa_roberta: 0.4841679036617279
+2023-06-29 15:33:55,688 - predict_qa_roberta - INFO - 0.4841679036617279
+[2023-06-29 15:33:55,689] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-29 15:33:55,689 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-29 15:33:55,689] INFO in predict_qa_roberta: 0.9251805543899536
+2023-06-29 15:33:55,689 - predict_qa_roberta - INFO - 0.9251805543899536
+[2023-06-29 15:33:55,690] INFO in predict_qa_roberta: a_common_legalPerson_
+2023-06-29 15:33:55,690 - predict_qa_roberta - INFO - a_common_legalPerson_
+[2023-06-29 15:33:55,690] INFO in predict_qa_roberta: 0.46672534942626953
+2023-06-29 15:33:55,690 - predict_qa_roberta - INFO - 0.46672534942626953
+[2023-06-29 15:33:55,691] INFO in predict_qa_roberta: a_common_companyName_
+2023-06-29 15:33:55,691 - predict_qa_roberta - INFO - a_common_companyName_
+[2023-06-29 15:33:55,691] INFO in predict_qa_roberta: 0.00025063581415452063
+2023-06-29 15:33:55,691 - predict_qa_roberta - INFO - 0.00025063581415452063
+[2023-06-29 15:33:55,692] INFO in predict_qa_roberta: a_common_address_
+2023-06-29 15:33:55,692 - predict_qa_roberta - INFO - a_common_address_
+[2023-06-29 15:33:55,693] INFO in predict_qa_roberta: {'a_common_social_credit_code': '914212210905645116', 'a_common_legalPerson_': '方文桥', 'a_common_companyName_': '武汉宏桥涂料股份有限公司', 'a_common_address_': '国家市场监督管理总局监局'}
+2023-06-29 15:33:55,693 - predict_qa_roberta - INFO - {'a_common_social_credit_code': '914212210905645116', 'a_common_legalPerson_': '方文桥', 'a_common_companyName_': '武汉宏桥涂料股份有限公司', 'a_common_address_': '国家市场监督管理总局监局'}
+10.0.2.130 - - [29/Jun/2023 15:33:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:33:58,373] INFO in predict_qa_roberta: 0.3540014326572418
+2023-06-29 15:33:58,373 - predict_qa_roberta - INFO - 0.3540014326572418
+[2023-06-29 15:33:58,374] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 15:33:58,374 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 15:33:58,374] INFO in predict_qa_roberta: 0.0981769785284996
+2023-06-29 15:33:58,374 - predict_qa_roberta - INFO - 0.0981769785284996
+[2023-06-29 15:33:58,374] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 15:33:58,374 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 15:33:58,374] INFO in predict_qa_roberta: 0.11083318293094635
+2023-06-29 15:33:58,374 - predict_qa_roberta - INFO - 0.11083318293094635
+[2023-06-29 15:33:58,374] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 15:33:58,374 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 15:33:58,374] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+2023-06-29 15:33:58,374 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+10.0.2.130 - - [29/Jun/2023 15:33:58] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:33:58,419] INFO in predict_qa_roberta: 1.7345079186270596e-06
+2023-06-29 15:33:58,419 - predict_qa_roberta - INFO - 1.7345079186270596e-06
+[2023-06-29 15:33:58,419] INFO in predict_qa_roberta: weihua_administration_8_yq_12.2
+2023-06-29 15:33:58,419 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.2
+[2023-06-29 15:33:58,419] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+2023-06-29 15:33:58,419 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+10.0.2.130 - - [29/Jun/2023 15:33:58] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:33:59,070] INFO in predict_qa_roberta: 1.7345079186270596e-06
+2023-06-29 15:33:59,070 - predict_qa_roberta - INFO - 1.7345079186270596e-06
+[2023-06-29 15:33:59,070] INFO in predict_qa_roberta: weihua_administration_8_yq_12.2
+2023-06-29 15:33:59,070 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.2
+[2023-06-29 15:33:59,071] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+2023-06-29 15:33:59,071 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+10.0.2.130 - - [29/Jun/2023 15:33:59] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:34:00,451] INFO in predict_qa_roberta: 0.0002556455438025296
+2023-06-29 15:34:00,451 - predict_qa_roberta - INFO - 0.0002556455438025296
+[2023-06-29 15:34:00,452] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 15:34:00,452 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 15:34:00,452] INFO in predict_qa_roberta: 0.11294569820165634
+2023-06-29 15:34:00,452 - predict_qa_roberta - INFO - 0.11294569820165634
+[2023-06-29 15:34:00,452] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 15:34:00,452 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 15:34:00,452] INFO in predict_qa_roberta: 0.05826980620622635
+2023-06-29 15:34:00,452 - predict_qa_roberta - INFO - 0.05826980620622635
+[2023-06-29 15:34:00,452] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 15:34:00,452 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 15:34:00,452] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+2023-06-29 15:34:00,452 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+10.0.2.130 - - [29/Jun/2023 15:34:00] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:34:00,527] INFO in predict_qa_roberta: 1.7367621694575064e-05
+2023-06-29 15:34:00,527 - predict_qa_roberta - INFO - 1.7367621694575064e-05
+[2023-06-29 15:34:00,527] INFO in predict_qa_roberta: weihua_administration_8_yq_9.2
+2023-06-29 15:34:00,527 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.2
+[2023-06-29 15:34:00,527] INFO in predict_qa_roberta: 0.11992596834897995
+2023-06-29 15:34:00,527 - predict_qa_roberta - INFO - 0.11992596834897995
+[2023-06-29 15:34:00,528] INFO in predict_qa_roberta: weihua_administration_8_yq_9.1
+2023-06-29 15:34:00,528 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.1
+[2023-06-29 15:34:00,528] INFO in predict_qa_roberta: {'weihua_administration_8_yq_9.2': '2020年2月', 'weihua_administration_8_yq_9.1': '中国社会保险业务回执单'}
+2023-06-29 15:34:00,528 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_9.2': '2020年2月', 'weihua_administration_8_yq_9.1': '中国社会保险业务回执单'}
+10.0.2.130 - - [29/Jun/2023 15:34:00] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:34:00,596] INFO in predict_qa_roberta: 0.3540014326572418
+2023-06-29 15:34:00,596 - predict_qa_roberta - INFO - 0.3540014326572418
+[2023-06-29 15:34:00,597] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 15:34:00,597 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 15:34:00,597] INFO in predict_qa_roberta: 0.0981769785284996
+2023-06-29 15:34:00,597 - predict_qa_roberta - INFO - 0.0981769785284996
+[2023-06-29 15:34:00,597] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 15:34:00,597 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 15:34:00,597] INFO in predict_qa_roberta: 0.11083318293094635
+2023-06-29 15:34:00,597 - predict_qa_roberta - INFO - 0.11083318293094635
+[2023-06-29 15:34:00,598] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 15:34:00,598 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 15:34:00,598] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+2023-06-29 15:34:00,598 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+10.0.2.130 - - [29/Jun/2023 15:34:00] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:34:01,921] INFO in predict_qa_roberta: 0.0002556455438025296
+2023-06-29 15:34:01,921 - predict_qa_roberta - INFO - 0.0002556455438025296
+[2023-06-29 15:34:01,922] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 15:34:01,922 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 15:34:01,922] INFO in predict_qa_roberta: 0.11294569820165634
+2023-06-29 15:34:01,922 - predict_qa_roberta - INFO - 0.11294569820165634
+[2023-06-29 15:34:01,922] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 15:34:01,922 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 15:34:01,922] INFO in predict_qa_roberta: 0.05826980620622635
+2023-06-29 15:34:01,922 - predict_qa_roberta - INFO - 0.05826980620622635
+[2023-06-29 15:34:01,922] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 15:34:01,922 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 15:34:01,922] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+2023-06-29 15:34:01,922 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+10.0.2.130 - - [29/Jun/2023 15:34:01] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:34:02,385] INFO in predict_qa_roberta: 0.0007673893705941737
+2023-06-29 15:34:02,385 - predict_qa_roberta - INFO - 0.0007673893705941737
+[2023-06-29 15:34:02,385] INFO in predict_qa_roberta: weihua_administration_8_yq_9.3
+2023-06-29 15:34:02,385 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.3
+[2023-06-29 15:34:02,385] INFO in predict_qa_roberta: 5.817694909637794e-05
+2023-06-29 15:34:02,385 - predict_qa_roberta - INFO - 5.817694909637794e-05
+[2023-06-29 15:34:02,386] INFO in predict_qa_roberta: weihua_administration_8_yq_9.4
+2023-06-29 15:34:02,386 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.4
+[2023-06-29 15:34:02,386] INFO in predict_qa_roberta: {'weihua_administration_8_yq_9.3': '17 人', 'weihua_administration_8_yq_9.4': '17 人'}
+2023-06-29 15:34:02,386 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_9.3': '17 人', 'weihua_administration_8_yq_9.4': '17 人'}
+10.0.2.130 - - [29/Jun/2023 15:34:02] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:43:29,843] INFO in predict_qa_roberta: 0.08289146423339844
+2023-06-29 15:43:29,843 - predict_qa_roberta - INFO - 0.08289146423339844
+[2023-06-29 15:43:29,844] INFO in predict_qa_roberta: weihua_administration_8_yq_13.1
+2023-06-29 15:43:29,844 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.1
+[2023-06-29 15:43:29,844] INFO in predict_qa_roberta: 0.15953896939754486
+2023-06-29 15:43:29,844 - predict_qa_roberta - INFO - 0.15953896939754486
+[2023-06-29 15:43:29,844] INFO in predict_qa_roberta: weihua_administration_8_yq_13.2
+2023-06-29 15:43:29,844 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.2
+[2023-06-29 15:43:29,844] INFO in predict_qa_roberta: 0.08202990889549255
+2023-06-29 15:43:29,844 - predict_qa_roberta - INFO - 0.08202990889549255
+[2023-06-29 15:43:29,845] INFO in predict_qa_roberta: weihua_administration_8_yq_13.3
+2023-06-29 15:43:29,845 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.3
+[2023-06-29 15:43:29,845] INFO in predict_qa_roberta: 0.0012227636761963367
+2023-06-29 15:43:29,845 - predict_qa_roberta - INFO - 0.0012227636761963367
+[2023-06-29 15:43:29,845] INFO in predict_qa_roberta: weihua_administration_8_yq_13.4
+2023-06-29 15:43:29,845 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.4
+[2023-06-29 15:43:29,845] INFO in predict_qa_roberta: 0.9186868667602539
+2023-06-29 15:43:29,845 - predict_qa_roberta - INFO - 0.9186868667602539
+[2023-06-29 15:43:29,845] INFO in predict_qa_roberta: weihua_administration_8_yq_13.5
+2023-06-29 15:43:29,845 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.5
+[2023-06-29 15:43:29,845] INFO in predict_qa_roberta: 0.11122588813304901
+2023-06-29 15:43:29,845 - predict_qa_roberta - INFO - 0.11122588813304901
+[2023-06-29 15:43:29,845] INFO in predict_qa_roberta: weihua_administration_8_yq_13.6
+2023-06-29 15:43:29,845 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.6
+[2023-06-29 15:43:29,846] INFO in predict_qa_roberta: 0.2114490270614624
+2023-06-29 15:43:29,846 - predict_qa_roberta - INFO - 0.2114490270614624
+[2023-06-29 15:43:29,846] INFO in predict_qa_roberta: weihua_administration_8_yq_13.7
+2023-06-29 15:43:29,846 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.7
+[2023-06-29 15:43:29,846] INFO in predict_qa_roberta: 0.8889939785003662
+2023-06-29 15:43:29,846 - predict_qa_roberta - INFO - 0.8889939785003662
+[2023-06-29 15:43:29,846] INFO in predict_qa_roberta: weihua_administration_8_yq_13.8
+2023-06-29 15:43:29,846 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.8
+[2023-06-29 15:43:29,846] INFO in predict_qa_roberta: {'weihua_administration_8_yq_13.1': '报告专用章', 'weihua_administration_8_yq_13.2': '2024年5月', 'weihua_administration_8_yq_13.3': '李晓芬', 'weihua_administration_8_yq_13.4': '安全评价机构盖章', 'weihua_administration_8_yq_13.5': '苟云川', 'weihua_administration_8_yq_13.6': '魏章亚', 'weihua_administration_8_yq_13.7': '湖南中化恒科工程设计有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+2023-06-29 15:43:29,846 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_13.1': '报告专用章', 'weihua_administration_8_yq_13.2': '2024年5月', 'weihua_administration_8_yq_13.3': '李晓芬', 'weihua_administration_8_yq_13.4': '安全评价机构盖章', 'weihua_administration_8_yq_13.5': '苟云川', 'weihua_administration_8_yq_13.6': '魏章亚', 'weihua_administration_8_yq_13.7': '湖南中化恒科工程设计有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+10.0.2.130 - - [29/Jun/2023 15:43:29] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:47:43,363] INFO in predict_qa_roberta: 0.10056952387094498
+2023-06-29 15:47:43,363 - predict_qa_roberta - INFO - 0.10056952387094498
+[2023-06-29 15:47:43,364] INFO in predict_qa_roberta: mining_administration_10_yq_7.5
+2023-06-29 15:47:43,364 - predict_qa_roberta - INFO - mining_administration_10_yq_7.5
+[2023-06-29 15:47:43,364] INFO in predict_qa_roberta: 0.0015148116508498788
+2023-06-29 15:47:43,364 - predict_qa_roberta - INFO - 0.0015148116508498788
+[2023-06-29 15:47:43,364] INFO in predict_qa_roberta: mining_administration_10_yq_7.4
+2023-06-29 15:47:43,364 - predict_qa_roberta - INFO - mining_administration_10_yq_7.4
+[2023-06-29 15:47:43,364] INFO in predict_qa_roberta: 0.0015148116508498788
+2023-06-29 15:47:43,364 - predict_qa_roberta - INFO - 0.0015148116508498788
+[2023-06-29 15:47:43,365] INFO in predict_qa_roberta: mining_administration_10_yq_7.3
+2023-06-29 15:47:43,365 - predict_qa_roberta - INFO - mining_administration_10_yq_7.3
+[2023-06-29 15:47:43,365] INFO in predict_qa_roberta: 0.03928020969033241
+2023-06-29 15:47:43,365 - predict_qa_roberta - INFO - 0.03928020969033241
+[2023-06-29 15:47:43,365] INFO in predict_qa_roberta: mining_administration_10_yq_7.2
+2023-06-29 15:47:43,365 - predict_qa_roberta - INFO - mining_administration_10_yq_7.2
+[2023-06-29 15:47:43,365] INFO in predict_qa_roberta: {'mining_administration_10_yq_7.5': '2022-10-22025-10-24', 'mining_administration_10_yq_7.4': '2022-09-092022', 'mining_administration_10_yq_7.3': '2022-09-092022', 'mining_administration_10_yq_7.2': '本证书应于2025-10-24前进行复审'}
+2023-06-29 15:47:43,365 - predict_qa_roberta - INFO - {'mining_administration_10_yq_7.5': '2022-10-22025-10-24', 'mining_administration_10_yq_7.4': '2022-09-092022', 'mining_administration_10_yq_7.3': '2022-09-092022', 'mining_administration_10_yq_7.2': '本证书应于2025-10-24前进行复审'}
+10.0.2.130 - - [29/Jun/2023 15:47:43] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:47:57,751] INFO in predict_qa_roberta: 4.5237955603738556e-09
+2023-06-29 15:47:57,751 - predict_qa_roberta - INFO - 4.5237955603738556e-09
+[2023-06-29 15:47:57,752] INFO in predict_qa_roberta: mining_administration_10_yq_5.6
+2023-06-29 15:47:57,752 - predict_qa_roberta - INFO - mining_administration_10_yq_5.6
+[2023-06-29 15:47:57,752] INFO in predict_qa_roberta: 4.639117605620413e-07
+2023-06-29 15:47:57,752 - predict_qa_roberta - INFO - 4.639117605620413e-07
+[2023-06-29 15:47:57,752] INFO in predict_qa_roberta: mining_administration_10_yq_5.3
+2023-06-29 15:47:57,752 - predict_qa_roberta - INFO - mining_administration_10_yq_5.3
+[2023-06-29 15:47:57,752] INFO in predict_qa_roberta: 0.0005940119153819978
+2023-06-29 15:47:57,752 - predict_qa_roberta - INFO - 0.0005940119153819978
+[2023-06-29 15:47:57,753] INFO in predict_qa_roberta: mining_administration_10_yq_5.2
+2023-06-29 15:47:57,753 - predict_qa_roberta - INFO - mining_administration_10_yq_5.2
+[2023-06-29 15:47:57,753] INFO in predict_qa_roberta: 2.2559982770786746e-09
+2023-06-29 15:47:57,753 - predict_qa_roberta - INFO - 2.2559982770786746e-09
+[2023-06-29 15:47:57,753] INFO in predict_qa_roberta: mining_administration_10_yq_5.5
+2023-06-29 15:47:57,753 - predict_qa_roberta - INFO - mining_administration_10_yq_5.5
+[2023-06-29 15:47:57,753] INFO in predict_qa_roberta: 3.8675871394389105e-09
+2023-06-29 15:47:57,753 - predict_qa_roberta - INFO - 3.8675871394389105e-09
+[2023-06-29 15:47:57,753] INFO in predict_qa_roberta: mining_administration_10_yq_5.4
+2023-06-29 15:47:57,753 - predict_qa_roberta - INFO - mining_administration_10_yq_5.4
+[2023-06-29 15:47:57,753] INFO in predict_qa_roberta: 3.074380219914019e-05
+2023-06-29 15:47:57,753 - predict_qa_roberta - INFO - 3.074380219914019e-05
+[2023-06-29 15:47:57,753] INFO in predict_qa_roberta: mining_administration_10_yq_5.1
+2023-06-29 15:47:57,753 - predict_qa_roberta - INFO - mining_administration_10_yq_5.1
+[2023-06-29 15:47:57,754] INFO in predict_qa_roberta: {'mining_administration_10_yq_5.6': '21人', 'mining_administration_10_yq_5.3': '21人', 'mining_administration_10_yq_5.2': '余德新', 'mining_administration_10_yq_5.5': '21人', 'mining_administration_10_yq_5.4': '21人', 'mining_administration_10_yq_5.1': '21人'}
+2023-06-29 15:47:57,754 - predict_qa_roberta - INFO - {'mining_administration_10_yq_5.6': '21人', 'mining_administration_10_yq_5.3': '21人', 'mining_administration_10_yq_5.2': '余德新', 'mining_administration_10_yq_5.5': '21人', 'mining_administration_10_yq_5.4': '21人', 'mining_administration_10_yq_5.1': '21人'}
+10.0.2.130 - - [29/Jun/2023 15:47:57] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:50:38,986] INFO in predict_qa_roberta: 0.0006219972274266183
+2023-06-29 15:50:38,986 - predict_qa_roberta - INFO - 0.0006219972274266183
+[2023-06-29 15:50:38,988] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-29 15:50:38,988 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-29 15:50:38,989] INFO in predict_qa_roberta: 0.7606630325317383
+2023-06-29 15:50:38,989 - predict_qa_roberta - INFO - 0.7606630325317383
+[2023-06-29 15:50:38,989] INFO in predict_qa_roberta: a_common_legalPerson_
+2023-06-29 15:50:38,989 - predict_qa_roberta - INFO - a_common_legalPerson_
+[2023-06-29 15:50:38,989] INFO in predict_qa_roberta: 0.6197919249534607
+2023-06-29 15:50:38,989 - predict_qa_roberta - INFO - 0.6197919249534607
+[2023-06-29 15:50:38,989] INFO in predict_qa_roberta: a_common_companyName_
+2023-06-29 15:50:38,989 - predict_qa_roberta - INFO - a_common_companyName_
+[2023-06-29 15:50:38,990] INFO in predict_qa_roberta: 0.012827768921852112
+2023-06-29 15:50:38,990 - predict_qa_roberta - INFO - 0.012827768921852112
+[2023-06-29 15:50:38,990] INFO in predict_qa_roberta: a_common_address_
+2023-06-29 15:50:38,990 - predict_qa_roberta - INFO - a_common_address_
+[2023-06-29 15:50:38,992] INFO in predict_qa_roberta: {'a_common_social_credit_code': '91420626737928014A', 'a_common_legalPerson_': '王贵轩', 'a_common_companyName_': '襄阳市丰荣磷化有限公司', 'a_common_address_': '襄阳市保康县马桥镇马桥街'}
+2023-06-29 15:50:38,992 - predict_qa_roberta - INFO - {'a_common_social_credit_code': '91420626737928014A', 'a_common_legalPerson_': '王贵轩', 'a_common_companyName_': '襄阳市丰荣磷化有限公司', 'a_common_address_': '襄阳市保康县马桥镇马桥街'}
+10.0.2.130 - - [29/Jun/2023 15:50:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:50:40,044] INFO in predict_qa_roberta: 0.547961950302124
+2023-06-29 15:50:40,044 - predict_qa_roberta - INFO - 0.547961950302124
+[2023-06-29 15:50:40,046] INFO in predict_qa_roberta: mining_administration_10_yq_1.5
+2023-06-29 15:50:40,046 - predict_qa_roberta - INFO - mining_administration_10_yq_1.5
+[2023-06-29 15:50:40,047] INFO in predict_qa_roberta: 0.006662494968622923
+2023-06-29 15:50:40,047 - predict_qa_roberta - INFO - 0.006662494968622923
+[2023-06-29 15:50:40,048] INFO in predict_qa_roberta: mining_administration_10_yq_1.7
+2023-06-29 15:50:40,048 - predict_qa_roberta - INFO - mining_administration_10_yq_1.7
+[2023-06-29 15:50:40,049] INFO in predict_qa_roberta: 5.128920861352526e-07
+2023-06-29 15:50:40,049 - predict_qa_roberta - INFO - 5.128920861352526e-07
+[2023-06-29 15:50:40,049] INFO in predict_qa_roberta: mining_administration_10_yq_1.6
+2023-06-29 15:50:40,049 - predict_qa_roberta - INFO - mining_administration_10_yq_1.6
+[2023-06-29 15:50:40,049] INFO in predict_qa_roberta: 0.31740880012512207
+2023-06-29 15:50:40,049 - predict_qa_roberta - INFO - 0.31740880012512207
+[2023-06-29 15:50:40,050] INFO in predict_qa_roberta: mining_administration_10_yq_1.8
+2023-06-29 15:50:40,050 - predict_qa_roberta - INFO - mining_administration_10_yq_1.8
+[2023-06-29 15:50:40,051] INFO in predict_qa_roberta: {'mining_administration_10_yq_1.5': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.7': '襄阳市保康县马桥镇马桥街', 'mining_administration_10_yq_1.6': '王贵轩', 'mining_administration_10_yq_1.8': '磷矿石开采、加工、销售'}
+2023-06-29 15:50:40,051 - predict_qa_roberta - INFO - {'mining_administration_10_yq_1.5': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.7': '襄阳市保康县马桥镇马桥街', 'mining_administration_10_yq_1.6': '王贵轩', 'mining_administration_10_yq_1.8': '磷矿石开采、加工、销售'}
+10.0.2.130 - - [29/Jun/2023 15:50:40] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:50:40,133] INFO in predict_qa_roberta: 0.547961950302124
+2023-06-29 15:50:40,133 - predict_qa_roberta - INFO - 0.547961950302124
+[2023-06-29 15:50:40,135] INFO in predict_qa_roberta: mining_administration_10_yq_1.5
+2023-06-29 15:50:40,135 - predict_qa_roberta - INFO - mining_administration_10_yq_1.5
+[2023-06-29 15:50:40,135] INFO in predict_qa_roberta: 0.006662494968622923
+2023-06-29 15:50:40,135 - predict_qa_roberta - INFO - 0.006662494968622923
+[2023-06-29 15:50:40,136] INFO in predict_qa_roberta: mining_administration_10_yq_1.7
+2023-06-29 15:50:40,136 - predict_qa_roberta - INFO - mining_administration_10_yq_1.7
+[2023-06-29 15:50:40,136] INFO in predict_qa_roberta: 5.128920861352526e-07
+2023-06-29 15:50:40,136 - predict_qa_roberta - INFO - 5.128920861352526e-07
+[2023-06-29 15:50:40,136] INFO in predict_qa_roberta: mining_administration_10_yq_1.6
+2023-06-29 15:50:40,136 - predict_qa_roberta - INFO - mining_administration_10_yq_1.6
+[2023-06-29 15:50:40,137] INFO in predict_qa_roberta: 0.31740880012512207
+2023-06-29 15:50:40,137 - predict_qa_roberta - INFO - 0.31740880012512207
+[2023-06-29 15:50:40,138] INFO in predict_qa_roberta: mining_administration_10_yq_1.8
+2023-06-29 15:50:40,138 - predict_qa_roberta - INFO - mining_administration_10_yq_1.8
+[2023-06-29 15:50:40,138] INFO in predict_qa_roberta: {'mining_administration_10_yq_1.5': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.7': '襄阳市保康县马桥镇马桥街', 'mining_administration_10_yq_1.6': '王贵轩', 'mining_administration_10_yq_1.8': '磷矿石开采、加工、销售'}
+2023-06-29 15:50:40,138 - predict_qa_roberta - INFO - {'mining_administration_10_yq_1.5': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.7': '襄阳市保康县马桥镇马桥街', 'mining_administration_10_yq_1.6': '王贵轩', 'mining_administration_10_yq_1.8': '磷矿石开采、加工、销售'}
+10.0.2.130 - - [29/Jun/2023 15:50:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:50:41,210] INFO in predict_qa_roberta: 2.2156292800445954e-08
+2023-06-29 15:50:41,210 - predict_qa_roberta - INFO - 2.2156292800445954e-08
+[2023-06-29 15:50:41,210] INFO in predict_qa_roberta: mining_administration_10_yq_2.1
+2023-06-29 15:50:41,210 - predict_qa_roberta - INFO - mining_administration_10_yq_2.1
+[2023-06-29 15:50:41,210] INFO in predict_qa_roberta: 1.0630013775880798e-06
+2023-06-29 15:50:41,210 - predict_qa_roberta - INFO - 1.0630013775880798e-06
+[2023-06-29 15:50:41,212] INFO in predict_qa_roberta: mining_administration_10_yq_2.4
+2023-06-29 15:50:41,212 - predict_qa_roberta - INFO - mining_administration_10_yq_2.4
+[2023-06-29 15:50:41,212] INFO in predict_qa_roberta: 9.603810724456707e-08
+2023-06-29 15:50:41,212 - predict_qa_roberta - INFO - 9.603810724456707e-08
+[2023-06-29 15:50:41,213] INFO in predict_qa_roberta: mining_administration_10_yq_2.3
+2023-06-29 15:50:41,213 - predict_qa_roberta - INFO - mining_administration_10_yq_2.3
+[2023-06-29 15:50:41,214] INFO in predict_qa_roberta: {'mining_administration_10_yq_2.1': '涉及许可经营项目', 'mining_administration_10_yq_2.4': '2002年04月29日', 'mining_administration_10_yq_2.3': '2002年04月29日'}
+2023-06-29 15:50:41,214 - predict_qa_roberta - INFO - {'mining_administration_10_yq_2.1': '涉及许可经营项目', 'mining_administration_10_yq_2.4': '2002年04月29日', 'mining_administration_10_yq_2.3': '2002年04月29日'}
+10.0.2.130 - - [29/Jun/2023 15:50:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:50:49,738] INFO in predict_qa_roberta: 1.174277619586661e-10
+2023-06-29 15:50:49,738 - predict_qa_roberta - INFO - 1.174277619586661e-10
+[2023-06-29 15:50:49,738] INFO in predict_qa_roberta: mining_administration_10_yq_9.5
+2023-06-29 15:50:49,738 - predict_qa_roberta - INFO - mining_administration_10_yq_9.5
+[2023-06-29 15:50:49,739] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.5': '申 请 单名 称'}
+2023-06-29 15:50:49,739 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.5': '申 请 单名 称'}
+10.0.2.130 - - [29/Jun/2023 15:50:49] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:50:50,070] INFO in predict_qa_roberta: 1.174277619586661e-10
+2023-06-29 15:50:50,070 - predict_qa_roberta - INFO - 1.174277619586661e-10
+[2023-06-29 15:50:50,071] INFO in predict_qa_roberta: mining_administration_10_yq_9.5
+2023-06-29 15:50:50,071 - predict_qa_roberta - INFO - mining_administration_10_yq_9.5
+[2023-06-29 15:50:50,071] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.5': '申 请 单名 称'}
+2023-06-29 15:50:50,071 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.5': '申 请 单名 称'}
+10.0.2.130 - - [29/Jun/2023 15:50:50] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:50:50,446] INFO in predict_qa_roberta: 1.174277619586661e-10
+2023-06-29 15:50:50,446 - predict_qa_roberta - INFO - 1.174277619586661e-10
+[2023-06-29 15:50:50,447] INFO in predict_qa_roberta: mining_administration_10_yq_9.5
+2023-06-29 15:50:50,447 - predict_qa_roberta - INFO - mining_administration_10_yq_9.5
+[2023-06-29 15:50:50,447] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.5': '申 请 单名 称'}
+2023-06-29 15:50:50,447 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.5': '申 请 单名 称'}
+10.0.2.130 - - [29/Jun/2023 15:50:50] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:50:53,592] INFO in predict_qa_roberta: 0.051533106714487076
+2023-06-29 15:50:53,592 - predict_qa_roberta - INFO - 0.051533106714487076
+[2023-06-29 15:50:53,593] INFO in predict_qa_roberta: mining_administration_10_yq_2.2
+2023-06-29 15:50:53,593 - predict_qa_roberta - INFO - mining_administration_10_yq_2.2
+[2023-06-29 15:50:53,593] INFO in predict_qa_roberta: {'mining_administration_10_yq_2.2': '安全生产许可证'}
+2023-06-29 15:50:53,593 - predict_qa_roberta - INFO - {'mining_administration_10_yq_2.2': '安全生产许可证'}
+10.0.2.130 - - [29/Jun/2023 15:50:53] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:50:55,477] INFO in predict_qa_roberta: 0.06263823062181473
+2023-06-29 15:50:55,477 - predict_qa_roberta - INFO - 0.06263823062181473
+[2023-06-29 15:50:55,478] INFO in predict_qa_roberta: mining_administration_10_yq_3.2
+2023-06-29 15:50:55,478 - predict_qa_roberta - INFO - mining_administration_10_yq_3.2
+[2023-06-29 15:50:55,478] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.2': '襄阳市丰荣磷化有限公司'}
+2023-06-29 15:50:55,478 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.2': '襄阳市丰荣磷化有限公司'}
+10.0.2.130 - - [29/Jun/2023 15:50:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:51:09,786] INFO in predict_qa_roberta: 0.5827459096908569
+2023-06-29 15:51:09,786 - predict_qa_roberta - INFO - 0.5827459096908569
+[2023-06-29 15:51:09,787] INFO in predict_qa_roberta: mining_administration_10_yq_3.3
+2023-06-29 15:51:09,787 - predict_qa_roberta - INFO - mining_administration_10_yq_3.3
+[2023-06-29 15:51:09,787] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.3': '安全生 产许可证'}
+2023-06-29 15:51:09,787 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.3': '安全生 产许可证'}
+10.0.2.130 - - [29/Jun/2023 15:51:09] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:51:14,930] INFO in predict_qa_roberta: 0.5739794373512268
+2023-06-29 15:51:14,930 - predict_qa_roberta - INFO - 0.5739794373512268
+[2023-06-29 15:51:14,934] INFO in predict_qa_roberta: mining_administration_10_yq_3.5
+2023-06-29 15:51:14,934 - predict_qa_roberta - INFO - mining_administration_10_yq_3.5
+[2023-06-29 15:51:14,935] INFO in predict_qa_roberta: 0.748813807964325
+2023-06-29 15:51:14,935 - predict_qa_roberta - INFO - 0.748813807964325
+[2023-06-29 15:51:14,937] INFO in predict_qa_roberta: mining_administration_10_yq_3.1
+2023-06-29 15:51:14,937 - predict_qa_roberta - INFO - mining_administration_10_yq_3.1
+[2023-06-29 15:51:14,938] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.5': '2027年6月19日', 'mining_administration_10_yq_3.1': '采矿许可证'}
+2023-06-29 15:51:14,938 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.5': '2027年6月19日', 'mining_administration_10_yq_3.1': '采矿许可证'}
+10.0.2.130 - - [29/Jun/2023 15:51:14] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:51:15,799] INFO in predict_qa_roberta: 4.2215169138160036e-09
+2023-06-29 15:51:15,799 - predict_qa_roberta - INFO - 4.2215169138160036e-09
+[2023-06-29 15:51:15,799] INFO in predict_qa_roberta: mining_administration_10_yq_9.4
+2023-06-29 15:51:15,799 - predict_qa_roberta - INFO - mining_administration_10_yq_9.4
+[2023-06-29 15:51:15,799] INFO in predict_qa_roberta: 5.925247847926585e-09
+2023-06-29 15:51:15,799 - predict_qa_roberta - INFO - 5.925247847926585e-09
+[2023-06-29 15:51:15,799] INFO in predict_qa_roberta: mining_administration_10_yq_9.1
+2023-06-29 15:51:15,799 - predict_qa_roberta - INFO - mining_administration_10_yq_9.1
+[2023-06-29 15:51:15,799] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.4': '身份证', 'mining_administration_10_yq_9.1': '10'}
+2023-06-29 15:51:15,799 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.4': '身份证', 'mining_administration_10_yq_9.1': '10'}
+10.0.2.130 - - [29/Jun/2023 15:51:15] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:51:15,998] INFO in predict_qa_roberta: 4.2215169138160036e-09
+2023-06-29 15:51:15,998 - predict_qa_roberta - INFO - 4.2215169138160036e-09
+[2023-06-29 15:51:16,000] INFO in predict_qa_roberta: mining_administration_10_yq_9.4
+2023-06-29 15:51:16,000 - predict_qa_roberta - INFO - mining_administration_10_yq_9.4
+[2023-06-29 15:51:16,001] INFO in predict_qa_roberta: 5.925247847926585e-09
+2023-06-29 15:51:16,001 - predict_qa_roberta - INFO - 5.925247847926585e-09
+[2023-06-29 15:51:16,002] INFO in predict_qa_roberta: mining_administration_10_yq_9.1
+2023-06-29 15:51:16,002 - predict_qa_roberta - INFO - mining_administration_10_yq_9.1
+[2023-06-29 15:51:16,004] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.4': '身份证', 'mining_administration_10_yq_9.1': '10'}
+2023-06-29 15:51:16,004 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.4': '身份证', 'mining_administration_10_yq_9.1': '10'}
+10.0.2.130 - - [29/Jun/2023 15:51:16] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:51:16,086] INFO in predict_qa_roberta: 4.2215169138160036e-09
+2023-06-29 15:51:16,086 - predict_qa_roberta - INFO - 4.2215169138160036e-09
+[2023-06-29 15:51:16,086] INFO in predict_qa_roberta: mining_administration_10_yq_9.4
+2023-06-29 15:51:16,086 - predict_qa_roberta - INFO - mining_administration_10_yq_9.4
+[2023-06-29 15:51:16,087] INFO in predict_qa_roberta: 5.925247847926585e-09
+2023-06-29 15:51:16,087 - predict_qa_roberta - INFO - 5.925247847926585e-09
+[2023-06-29 15:51:16,087] INFO in predict_qa_roberta: mining_administration_10_yq_9.1
+2023-06-29 15:51:16,087 - predict_qa_roberta - INFO - mining_administration_10_yq_9.1
+[2023-06-29 15:51:16,087] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.4': '身份证', 'mining_administration_10_yq_9.1': '10'}
+2023-06-29 15:51:16,087 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.4': '身份证', 'mining_administration_10_yq_9.1': '10'}
+10.0.2.130 - - [29/Jun/2023 15:51:16] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:51:27,073] INFO in predict_qa_roberta: 0.11200130730867386
+2023-06-29 15:51:27,073 - predict_qa_roberta - INFO - 0.11200130730867386
+[2023-06-29 15:51:27,075] INFO in predict_qa_roberta: mining_administration_10_yq_6.5
+2023-06-29 15:51:27,075 - predict_qa_roberta - INFO - mining_administration_10_yq_6.5
+[2023-06-29 15:51:27,075] INFO in predict_qa_roberta: 0.046123016625642776
+2023-06-29 15:51:27,075 - predict_qa_roberta - INFO - 0.046123016625642776
+[2023-06-29 15:51:27,075] INFO in predict_qa_roberta: mining_administration_10_yq_6.2
+2023-06-29 15:51:27,075 - predict_qa_roberta - INFO - mining_administration_10_yq_6.2
+[2023-06-29 15:51:27,075] INFO in predict_qa_roberta: 0.04091215133666992
+2023-06-29 15:51:27,075 - predict_qa_roberta - INFO - 0.04091215133666992
+[2023-06-29 15:51:27,075] INFO in predict_qa_roberta: mining_administration_10_yq_6.1
+2023-06-29 15:51:27,075 - predict_qa_roberta - INFO - mining_administration_10_yq_6.1
+[2023-06-29 15:51:27,076] INFO in predict_qa_roberta: 0.003503515850752592
+2023-06-29 15:51:27,076 - predict_qa_roberta - INFO - 0.003503515850752592
+[2023-06-29 15:51:27,076] INFO in predict_qa_roberta: mining_administration_10_yq_6.3
+2023-06-29 15:51:27,076 - predict_qa_roberta - INFO - mining_administration_10_yq_6.3
+[2023-06-29 15:51:27,076] INFO in predict_qa_roberta: {'mining_administration_10_yq_6.5': '2020-11', 'mining_administration_10_yq_6.2': '王贵轩', 'mining_administration_10_yq_6.1': '具有同等法律效力', 'mining_administration_10_yq_6.3': '2019-04-2日'}
+2023-06-29 15:51:27,076 - predict_qa_roberta - INFO - {'mining_administration_10_yq_6.5': '2020-11', 'mining_administration_10_yq_6.2': '王贵轩', 'mining_administration_10_yq_6.1': '具有同等法律效力', 'mining_administration_10_yq_6.3': '2019-04-2日'}
+10.0.2.130 - - [29/Jun/2023 15:51:27] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:51:36,652] INFO in predict_qa_roberta: 0.8863123059272766
+2023-06-29 15:51:36,652 - predict_qa_roberta - INFO - 0.8863123059272766
+[2023-06-29 15:51:36,652] INFO in predict_qa_roberta: mining_administration_10_yq_1.9
+2023-06-29 15:51:36,652 - predict_qa_roberta - INFO - mining_administration_10_yq_1.9
+[2023-06-29 15:51:36,653] INFO in predict_qa_roberta: 0.0019391136011108756
+2023-06-29 15:51:36,653 - predict_qa_roberta - INFO - 0.0019391136011108756
+[2023-06-29 15:51:36,653] INFO in predict_qa_roberta: mining_administration_10_yq_1.16
+2023-06-29 15:51:36,653 - predict_qa_roberta - INFO - mining_administration_10_yq_1.16
+[2023-06-29 15:51:36,653] INFO in predict_qa_roberta: 0.007171313278377056
+2023-06-29 15:51:36,653 - predict_qa_roberta - INFO - 0.007171313278377056
+[2023-06-29 15:51:36,653] INFO in predict_qa_roberta: mining_administration_10_yq_1.15
+2023-06-29 15:51:36,653 - predict_qa_roberta - INFO - mining_administration_10_yq_1.15
+[2023-06-29 15:51:36,654] INFO in predict_qa_roberta: 1.92465176951373e-06
+2023-06-29 15:51:36,654 - predict_qa_roberta - INFO - 1.92465176951373e-06
+[2023-06-29 15:51:36,654] INFO in predict_qa_roberta: mining_administration_10_yq_1.26
+2023-06-29 15:51:36,654 - predict_qa_roberta - INFO - mining_administration_10_yq_1.26
+[2023-06-29 15:51:36,654] INFO in predict_qa_roberta: 0.6929407119750977
+2023-06-29 15:51:36,654 - predict_qa_roberta - INFO - 0.6929407119750977
+[2023-06-29 15:51:36,654] INFO in predict_qa_roberta: mining_administration_10_yq_1.14
+2023-06-29 15:51:36,654 - predict_qa_roberta - INFO - mining_administration_10_yq_1.14
+[2023-06-29 15:51:36,654] INFO in predict_qa_roberta: 7.340345746342791e-06
+2023-06-29 15:51:36,654 - predict_qa_roberta - INFO - 7.340345746342791e-06
+[2023-06-29 15:51:36,655] INFO in predict_qa_roberta: mining_administration_10_yq_1.25
+2023-06-29 15:51:36,655 - predict_qa_roberta - INFO - mining_administration_10_yq_1.25
+[2023-06-29 15:51:36,655] INFO in predict_qa_roberta: 0.05519416555762291
+2023-06-29 15:51:36,655 - predict_qa_roberta - INFO - 0.05519416555762291
+[2023-06-29 15:51:36,655] INFO in predict_qa_roberta: mining_administration_10_yq_1.13
+2023-06-29 15:51:36,655 - predict_qa_roberta - INFO - mining_administration_10_yq_1.13
+[2023-06-29 15:51:36,655] INFO in predict_qa_roberta: 0.23086495697498322
+2023-06-29 15:51:36,655 - predict_qa_roberta - INFO - 0.23086495697498322
+[2023-06-29 15:51:36,655] INFO in predict_qa_roberta: mining_administration_10_yq_1.24
+2023-06-29 15:51:36,655 - predict_qa_roberta - INFO - mining_administration_10_yq_1.24
+[2023-06-29 15:51:36,656] INFO in predict_qa_roberta: 0.3161712884902954
+2023-06-29 15:51:36,656 - predict_qa_roberta - INFO - 0.3161712884902954
+[2023-06-29 15:51:36,656] INFO in predict_qa_roberta: mining_administration_10_yq_1.19
+2023-06-29 15:51:36,656 - predict_qa_roberta - INFO - mining_administration_10_yq_1.19
+[2023-06-29 15:51:36,656] INFO in predict_qa_roberta: 0.0113642867654562
+2023-06-29 15:51:36,656 - predict_qa_roberta - INFO - 0.0113642867654562
+[2023-06-29 15:51:36,656] INFO in predict_qa_roberta: mining_administration_10_yq_1.18
+2023-06-29 15:51:36,656 - predict_qa_roberta - INFO - mining_administration_10_yq_1.18
+[2023-06-29 15:51:36,656] INFO in predict_qa_roberta: 0.08385342359542847
+2023-06-29 15:51:36,656 - predict_qa_roberta - INFO - 0.08385342359542847
+[2023-06-29 15:51:36,657] INFO in predict_qa_roberta: mining_administration_10_yq_1.17
+2023-06-29 15:51:36,657 - predict_qa_roberta - INFO - mining_administration_10_yq_1.17
+[2023-06-29 15:51:36,657] INFO in predict_qa_roberta: 0.8877766132354736
+2023-06-29 15:51:36,657 - predict_qa_roberta - INFO - 0.8877766132354736
+[2023-06-29 15:51:36,657] INFO in predict_qa_roberta: mining_administration_10_yq_1.3
+2023-06-29 15:51:36,657 - predict_qa_roberta - INFO - mining_administration_10_yq_1.3
+[2023-06-29 15:51:36,657] INFO in predict_qa_roberta: 0.9234289526939392
+2023-06-29 15:51:36,657 - predict_qa_roberta - INFO - 0.9234289526939392
+[2023-06-29 15:51:36,658] INFO in predict_qa_roberta: mining_administration_10_yq_1.2
+2023-06-29 15:51:36,658 - predict_qa_roberta - INFO - mining_administration_10_yq_1.2
+[2023-06-29 15:51:36,658] INFO in predict_qa_roberta: 0.1541648507118225
+2023-06-29 15:51:36,658 - predict_qa_roberta - INFO - 0.1541648507118225
+[2023-06-29 15:51:36,658] INFO in predict_qa_roberta: mining_administration_10_yq_1.4
+2023-06-29 15:51:36,658 - predict_qa_roberta - INFO - mining_administration_10_yq_1.4
+[2023-06-29 15:51:36,658] INFO in predict_qa_roberta: 0.785030722618103
+2023-06-29 15:51:36,658 - predict_qa_roberta - INFO - 0.785030722618103
+[2023-06-29 15:51:36,658] INFO in predict_qa_roberta: mining_administration_10_yq_1.12
+2023-06-29 15:51:36,658 - predict_qa_roberta - INFO - mining_administration_10_yq_1.12
+[2023-06-29 15:51:36,659] INFO in predict_qa_roberta: 0.0005206086207181215
+2023-06-29 15:51:36,659 - predict_qa_roberta - INFO - 0.0005206086207181215
+[2023-06-29 15:51:36,659] INFO in predict_qa_roberta: mining_administration_10_yq_1.23
+2023-06-29 15:51:36,659 - predict_qa_roberta - INFO - mining_administration_10_yq_1.23
+[2023-06-29 15:51:36,659] INFO in predict_qa_roberta: 2.858973289221467e-07
+2023-06-29 15:51:36,659 - predict_qa_roberta - INFO - 2.858973289221467e-07
+[2023-06-29 15:51:36,659] INFO in predict_qa_roberta: mining_administration_10_yq_1.11
+2023-06-29 15:51:36,659 - predict_qa_roberta - INFO - mining_administration_10_yq_1.11
+[2023-06-29 15:51:36,659] INFO in predict_qa_roberta: 0.44744420051574707
+2023-06-29 15:51:36,659 - predict_qa_roberta - INFO - 0.44744420051574707
+[2023-06-29 15:51:36,660] INFO in predict_qa_roberta: mining_administration_10_yq_1.22
+2023-06-29 15:51:36,660 - predict_qa_roberta - INFO - mining_administration_10_yq_1.22
+[2023-06-29 15:51:36,660] INFO in predict_qa_roberta: 0.7909590601921082
+2023-06-29 15:51:36,660 - predict_qa_roberta - INFO - 0.7909590601921082
+[2023-06-29 15:51:36,660] INFO in predict_qa_roberta: mining_administration_10_yq_1.1
+2023-06-29 15:51:36,660 - predict_qa_roberta - INFO - mining_administration_10_yq_1.1
+[2023-06-29 15:51:36,660] INFO in predict_qa_roberta: 0.13899897038936615
+2023-06-29 15:51:36,660 - predict_qa_roberta - INFO - 0.13899897038936615
+[2023-06-29 15:51:36,660] INFO in predict_qa_roberta: mining_administration_10_yq_1.10
+2023-06-29 15:51:36,660 - predict_qa_roberta - INFO - mining_administration_10_yq_1.10
+[2023-06-29 15:51:36,661] INFO in predict_qa_roberta: 0.0003640350769273937
+2023-06-29 15:51:36,661 - predict_qa_roberta - INFO - 0.0003640350769273937
+[2023-06-29 15:51:36,661] INFO in predict_qa_roberta: mining_administration_10_yq_1.21
+2023-06-29 15:51:36,661 - predict_qa_roberta - INFO - mining_administration_10_yq_1.21
+[2023-06-29 15:51:36,661] INFO in predict_qa_roberta: 0.02807561308145523
+2023-06-29 15:51:36,661 - predict_qa_roberta - INFO - 0.02807561308145523
+[2023-06-29 15:51:36,661] INFO in predict_qa_roberta: mining_administration_10_yq_1.20
+2023-06-29 15:51:36,661 - predict_qa_roberta - INFO - mining_administration_10_yq_1.20
+[2023-06-29 15:51:36,661] INFO in predict_qa_roberta: {'mining_administration_10_yq_1.9': '80', 'mining_administration_10_yq_1.16': '80', 'mining_administration_10_yq_1.15': '80', 'mining_administration_10_yq_1.26': 'i位主要负责人（签字盖章', 'mining_administration_10_yq_1.14': '80', 'mining_administration_10_yq_1.25': '签字盖章', 'mining_administration_10_yq_1.13': '80', 'mining_administration_10_yq_1.24': '签字盖章', 'mining_administration_10_yq_1.19': '磷矿地下开采', 'mining_administration_10_yq_1.18': '金属非金属矿山企业', 'mining_administration_10_yq_1.17': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.3': '襄阳市保康县马桥镇马桥街', 'mining_administration_10_yq_1.2': '王贵轩', 'mining_administration_10_yq_1.4': '磷矿地下开采', 'mining_administration_10_yq_1.12': '15', 'mining_administration_10_yq_1.23': '意见', 'mining_administration_10_yq_1.11': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.22': '签字盖章', 'mining_administration_10_yq_1.1': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.10': '80', 'mining_administration_10_yq_1.21': 'i位主要负责人（签字盖章）?意', 'mining_administration_10_yq_1.20': '磷矿地下开采'}
+2023-06-29 15:51:36,661 - predict_qa_roberta - INFO - {'mining_administration_10_yq_1.9': '80', 'mining_administration_10_yq_1.16': '80', 'mining_administration_10_yq_1.15': '80', 'mining_administration_10_yq_1.26': 'i位主要负责人（签字盖章', 'mining_administration_10_yq_1.14': '80', 'mining_administration_10_yq_1.25': '签字盖章', 'mining_administration_10_yq_1.13': '80', 'mining_administration_10_yq_1.24': '签字盖章', 'mining_administration_10_yq_1.19': '磷矿地下开采', 'mining_administration_10_yq_1.18': '金属非金属矿山企业', 'mining_administration_10_yq_1.17': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.3': '襄阳市保康县马桥镇马桥街', 'mining_administration_10_yq_1.2': '王贵轩', 'mining_administration_10_yq_1.4': '磷矿地下开采', 'mining_administration_10_yq_1.12': '15', 'mining_administration_10_yq_1.23': '意见', 'mining_administration_10_yq_1.11': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.22': '签字盖章', 'mining_administration_10_yq_1.1': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.10': '80', 'mining_administration_10_yq_1.21': 'i位主要负责人（签字盖章）?意', 'mining_administration_10_yq_1.20': '磷矿地下开采'}
+10.0.2.130 - - [29/Jun/2023 15:51:36] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:51:36,696] INFO in predict_qa_roberta: 0.8863123059272766
+2023-06-29 15:51:36,696 - predict_qa_roberta - INFO - 0.8863123059272766
+[2023-06-29 15:51:36,696] INFO in predict_qa_roberta: mining_administration_10_yq_1.9
+2023-06-29 15:51:36,696 - predict_qa_roberta - INFO - mining_administration_10_yq_1.9
+[2023-06-29 15:51:36,697] INFO in predict_qa_roberta: 0.0019391136011108756
+2023-06-29 15:51:36,697 - predict_qa_roberta - INFO - 0.0019391136011108756
+[2023-06-29 15:51:36,697] INFO in predict_qa_roberta: mining_administration_10_yq_1.16
+2023-06-29 15:51:36,697 - predict_qa_roberta - INFO - mining_administration_10_yq_1.16
+[2023-06-29 15:51:36,697] INFO in predict_qa_roberta: 0.007171313278377056
+2023-06-29 15:51:36,697 - predict_qa_roberta - INFO - 0.007171313278377056
+[2023-06-29 15:51:36,697] INFO in predict_qa_roberta: mining_administration_10_yq_1.15
+2023-06-29 15:51:36,697 - predict_qa_roberta - INFO - mining_administration_10_yq_1.15
+[2023-06-29 15:51:36,697] INFO in predict_qa_roberta: 1.92465176951373e-06
+2023-06-29 15:51:36,697 - predict_qa_roberta - INFO - 1.92465176951373e-06
+[2023-06-29 15:51:36,697] INFO in predict_qa_roberta: mining_administration_10_yq_1.26
+2023-06-29 15:51:36,697 - predict_qa_roberta - INFO - mining_administration_10_yq_1.26
+[2023-06-29 15:51:36,698] INFO in predict_qa_roberta: 0.6929407119750977
+2023-06-29 15:51:36,698 - predict_qa_roberta - INFO - 0.6929407119750977
+[2023-06-29 15:51:36,698] INFO in predict_qa_roberta: mining_administration_10_yq_1.14
+2023-06-29 15:51:36,698 - predict_qa_roberta - INFO - mining_administration_10_yq_1.14
+[2023-06-29 15:51:36,698] INFO in predict_qa_roberta: 7.340345746342791e-06
+2023-06-29 15:51:36,698 - predict_qa_roberta - INFO - 7.340345746342791e-06
+[2023-06-29 15:51:36,698] INFO in predict_qa_roberta: mining_administration_10_yq_1.25
+2023-06-29 15:51:36,698 - predict_qa_roberta - INFO - mining_administration_10_yq_1.25
+[2023-06-29 15:51:36,698] INFO in predict_qa_roberta: 0.05519416555762291
+2023-06-29 15:51:36,698 - predict_qa_roberta - INFO - 0.05519416555762291
+[2023-06-29 15:51:36,698] INFO in predict_qa_roberta: mining_administration_10_yq_1.13
+2023-06-29 15:51:36,698 - predict_qa_roberta - INFO - mining_administration_10_yq_1.13
+[2023-06-29 15:51:36,699] INFO in predict_qa_roberta: 0.23086495697498322
+2023-06-29 15:51:36,699 - predict_qa_roberta - INFO - 0.23086495697498322
+[2023-06-29 15:51:36,699] INFO in predict_qa_roberta: mining_administration_10_yq_1.24
+2023-06-29 15:51:36,699 - predict_qa_roberta - INFO - mining_administration_10_yq_1.24
+[2023-06-29 15:51:36,699] INFO in predict_qa_roberta: 0.3161712884902954
+2023-06-29 15:51:36,699 - predict_qa_roberta - INFO - 0.3161712884902954
+[2023-06-29 15:51:36,699] INFO in predict_qa_roberta: mining_administration_10_yq_1.19
+2023-06-29 15:51:36,699 - predict_qa_roberta - INFO - mining_administration_10_yq_1.19
+[2023-06-29 15:51:36,699] INFO in predict_qa_roberta: 0.0113642867654562
+2023-06-29 15:51:36,699 - predict_qa_roberta - INFO - 0.0113642867654562
+[2023-06-29 15:51:36,699] INFO in predict_qa_roberta: mining_administration_10_yq_1.18
+2023-06-29 15:51:36,699 - predict_qa_roberta - INFO - mining_administration_10_yq_1.18
+[2023-06-29 15:51:36,699] INFO in predict_qa_roberta: 0.08385342359542847
+2023-06-29 15:51:36,699 - predict_qa_roberta - INFO - 0.08385342359542847
+[2023-06-29 15:51:36,700] INFO in predict_qa_roberta: mining_administration_10_yq_1.17
+2023-06-29 15:51:36,700 - predict_qa_roberta - INFO - mining_administration_10_yq_1.17
+[2023-06-29 15:51:36,700] INFO in predict_qa_roberta: 0.8877766132354736
+2023-06-29 15:51:36,700 - predict_qa_roberta - INFO - 0.8877766132354736
+[2023-06-29 15:51:36,700] INFO in predict_qa_roberta: mining_administration_10_yq_1.3
+2023-06-29 15:51:36,700 - predict_qa_roberta - INFO - mining_administration_10_yq_1.3
+[2023-06-29 15:51:36,700] INFO in predict_qa_roberta: 0.9234289526939392
+2023-06-29 15:51:36,700 - predict_qa_roberta - INFO - 0.9234289526939392
+[2023-06-29 15:51:36,700] INFO in predict_qa_roberta: mining_administration_10_yq_1.2
+2023-06-29 15:51:36,700 - predict_qa_roberta - INFO - mining_administration_10_yq_1.2
+[2023-06-29 15:51:36,700] INFO in predict_qa_roberta: 0.1541648507118225
+2023-06-29 15:51:36,700 - predict_qa_roberta - INFO - 0.1541648507118225
+[2023-06-29 15:51:36,701] INFO in predict_qa_roberta: mining_administration_10_yq_1.4
+2023-06-29 15:51:36,701 - predict_qa_roberta - INFO - mining_administration_10_yq_1.4
+[2023-06-29 15:51:36,701] INFO in predict_qa_roberta: 0.785030722618103
+2023-06-29 15:51:36,701 - predict_qa_roberta - INFO - 0.785030722618103
+[2023-06-29 15:51:36,701] INFO in predict_qa_roberta: mining_administration_10_yq_1.12
+2023-06-29 15:51:36,701 - predict_qa_roberta - INFO - mining_administration_10_yq_1.12
+[2023-06-29 15:51:36,701] INFO in predict_qa_roberta: 0.0005206086207181215
+2023-06-29 15:51:36,701 - predict_qa_roberta - INFO - 0.0005206086207181215
+[2023-06-29 15:51:36,701] INFO in predict_qa_roberta: mining_administration_10_yq_1.23
+2023-06-29 15:51:36,701 - predict_qa_roberta - INFO - mining_administration_10_yq_1.23
+[2023-06-29 15:51:36,701] INFO in predict_qa_roberta: 2.858973289221467e-07
+2023-06-29 15:51:36,701 - predict_qa_roberta - INFO - 2.858973289221467e-07
+[2023-06-29 15:51:36,701] INFO in predict_qa_roberta: mining_administration_10_yq_1.11
+2023-06-29 15:51:36,701 - predict_qa_roberta - INFO - mining_administration_10_yq_1.11
+[2023-06-29 15:51:36,702] INFO in predict_qa_roberta: 0.44744420051574707
+2023-06-29 15:51:36,702 - predict_qa_roberta - INFO - 0.44744420051574707
+[2023-06-29 15:51:36,702] INFO in predict_qa_roberta: mining_administration_10_yq_1.22
+2023-06-29 15:51:36,702 - predict_qa_roberta - INFO - mining_administration_10_yq_1.22
+[2023-06-29 15:51:36,702] INFO in predict_qa_roberta: 0.7909590601921082
+2023-06-29 15:51:36,702 - predict_qa_roberta - INFO - 0.7909590601921082
+[2023-06-29 15:51:36,702] INFO in predict_qa_roberta: mining_administration_10_yq_1.1
+2023-06-29 15:51:36,702 - predict_qa_roberta - INFO - mining_administration_10_yq_1.1
+[2023-06-29 15:51:36,702] INFO in predict_qa_roberta: 0.13899897038936615
+2023-06-29 15:51:36,702 - predict_qa_roberta - INFO - 0.13899897038936615
+[2023-06-29 15:51:36,702] INFO in predict_qa_roberta: mining_administration_10_yq_1.10
+2023-06-29 15:51:36,702 - predict_qa_roberta - INFO - mining_administration_10_yq_1.10
+[2023-06-29 15:51:36,702] INFO in predict_qa_roberta: 0.0003640350769273937
+2023-06-29 15:51:36,702 - predict_qa_roberta - INFO - 0.0003640350769273937
+[2023-06-29 15:51:36,703] INFO in predict_qa_roberta: mining_administration_10_yq_1.21
+2023-06-29 15:51:36,703 - predict_qa_roberta - INFO - mining_administration_10_yq_1.21
+[2023-06-29 15:51:36,703] INFO in predict_qa_roberta: 0.02807561308145523
+2023-06-29 15:51:36,703 - predict_qa_roberta - INFO - 0.02807561308145523
+[2023-06-29 15:51:36,703] INFO in predict_qa_roberta: mining_administration_10_yq_1.20
+2023-06-29 15:51:36,703 - predict_qa_roberta - INFO - mining_administration_10_yq_1.20
+[2023-06-29 15:51:36,703] INFO in predict_qa_roberta: {'mining_administration_10_yq_1.9': '80', 'mining_administration_10_yq_1.16': '80', 'mining_administration_10_yq_1.15': '80', 'mining_administration_10_yq_1.26': 'i位主要负责人（签字盖章', 'mining_administration_10_yq_1.14': '80', 'mining_administration_10_yq_1.25': '签字盖章', 'mining_administration_10_yq_1.13': '80', 'mining_administration_10_yq_1.24': '签字盖章', 'mining_administration_10_yq_1.19': '磷矿地下开采', 'mining_administration_10_yq_1.18': '金属非金属矿山企业', 'mining_administration_10_yq_1.17': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.3': '襄阳市保康县马桥镇马桥街', 'mining_administration_10_yq_1.2': '王贵轩', 'mining_administration_10_yq_1.4': '磷矿地下开采', 'mining_administration_10_yq_1.12': '15', 'mining_administration_10_yq_1.23': '意见', 'mining_administration_10_yq_1.11': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.22': '签字盖章', 'mining_administration_10_yq_1.1': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.10': '80', 'mining_administration_10_yq_1.21': 'i位主要负责人（签字盖章）?意', 'mining_administration_10_yq_1.20': '磷矿地下开采'}
+2023-06-29 15:51:36,703 - predict_qa_roberta - INFO - {'mining_administration_10_yq_1.9': '80', 'mining_administration_10_yq_1.16': '80', 'mining_administration_10_yq_1.15': '80', 'mining_administration_10_yq_1.26': 'i位主要负责人（签字盖章', 'mining_administration_10_yq_1.14': '80', 'mining_administration_10_yq_1.25': '签字盖章', 'mining_administration_10_yq_1.13': '80', 'mining_administration_10_yq_1.24': '签字盖章', 'mining_administration_10_yq_1.19': '磷矿地下开采', 'mining_administration_10_yq_1.18': '金属非金属矿山企业', 'mining_administration_10_yq_1.17': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.3': '襄阳市保康县马桥镇马桥街', 'mining_administration_10_yq_1.2': '王贵轩', 'mining_administration_10_yq_1.4': '磷矿地下开采', 'mining_administration_10_yq_1.12': '15', 'mining_administration_10_yq_1.23': '意见', 'mining_administration_10_yq_1.11': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.22': '签字盖章', 'mining_administration_10_yq_1.1': '襄阳市丰荣磷化有限公司', 'mining_administration_10_yq_1.10': '80', 'mining_administration_10_yq_1.21': 'i位主要负责人（签字盖章）?意', 'mining_administration_10_yq_1.20': '磷矿地下开采'}
+10.0.2.130 - - [29/Jun/2023 15:51:36] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:51:37,230] INFO in predict_qa_roberta: 0.06263823062181473
+2023-06-29 15:51:37,230 - predict_qa_roberta - INFO - 0.06263823062181473
+[2023-06-29 15:51:37,230] INFO in predict_qa_roberta: mining_administration_10_yq_3.2
+2023-06-29 15:51:37,230 - predict_qa_roberta - INFO - mining_administration_10_yq_3.2
+[2023-06-29 15:51:37,230] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.2': '襄阳市丰荣磷化有限公司'}
+2023-06-29 15:51:37,230 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.2': '襄阳市丰荣磷化有限公司'}
+10.0.2.130 - - [29/Jun/2023 15:51:37] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:51:37,233] INFO in predict_qa_roberta: 2.2156292800445954e-08
+2023-06-29 15:51:37,233 - predict_qa_roberta - INFO - 2.2156292800445954e-08
+[2023-06-29 15:51:37,233] INFO in predict_qa_roberta: mining_administration_10_yq_2.1
+2023-06-29 15:51:37,233 - predict_qa_roberta - INFO - mining_administration_10_yq_2.1
+[2023-06-29 15:51:37,233] INFO in predict_qa_roberta: 1.0630013775880798e-06
+2023-06-29 15:51:37,233 - predict_qa_roberta - INFO - 1.0630013775880798e-06
+[2023-06-29 15:51:37,233] INFO in predict_qa_roberta: mining_administration_10_yq_2.4
+2023-06-29 15:51:37,233 - predict_qa_roberta - INFO - mining_administration_10_yq_2.4
+[2023-06-29 15:51:37,233] INFO in predict_qa_roberta: 9.603810724456707e-08
+2023-06-29 15:51:37,233 - predict_qa_roberta - INFO - 9.603810724456707e-08
+[2023-06-29 15:51:37,233] INFO in predict_qa_roberta: mining_administration_10_yq_2.3
+2023-06-29 15:51:37,233 - predict_qa_roberta - INFO - mining_administration_10_yq_2.3
+[2023-06-29 15:51:37,233] INFO in predict_qa_roberta: {'mining_administration_10_yq_2.1': '涉及许可经营项目', 'mining_administration_10_yq_2.4': '2002年04月29日', 'mining_administration_10_yq_2.3': '2002年04月29日'}
+2023-06-29 15:51:37,233 - predict_qa_roberta - INFO - {'mining_administration_10_yq_2.1': '涉及许可经营项目', 'mining_administration_10_yq_2.4': '2002年04月29日', 'mining_administration_10_yq_2.3': '2002年04月29日'}
+10.0.2.130 - - [29/Jun/2023 15:51:37] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:51:38,845] INFO in predict_qa_roberta: 0.5827459096908569
+2023-06-29 15:51:38,845 - predict_qa_roberta - INFO - 0.5827459096908569
+[2023-06-29 15:51:38,845] INFO in predict_qa_roberta: mining_administration_10_yq_3.3
+2023-06-29 15:51:38,845 - predict_qa_roberta - INFO - mining_administration_10_yq_3.3
+[2023-06-29 15:51:38,845] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.3': '安全生 产许可证'}
+2023-06-29 15:51:38,845 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.3': '安全生 产许可证'}
+10.0.2.130 - - [29/Jun/2023 15:51:38] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:51:38,878] INFO in predict_qa_roberta: 0.051533106714487076
+2023-06-29 15:51:38,878 - predict_qa_roberta - INFO - 0.051533106714487076
+[2023-06-29 15:51:38,878] INFO in predict_qa_roberta: mining_administration_10_yq_2.2
+2023-06-29 15:51:38,878 - predict_qa_roberta - INFO - mining_administration_10_yq_2.2
+[2023-06-29 15:51:38,878] INFO in predict_qa_roberta: {'mining_administration_10_yq_2.2': '安全生产许可证'}
+2023-06-29 15:51:38,878 - predict_qa_roberta - INFO - {'mining_administration_10_yq_2.2': '安全生产许可证'}
+10.0.2.130 - - [29/Jun/2023 15:51:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:51:39,335] INFO in predict_qa_roberta: 0.06263823062181473
+2023-06-29 15:51:39,335 - predict_qa_roberta - INFO - 0.06263823062181473
+[2023-06-29 15:51:39,335] INFO in predict_qa_roberta: mining_administration_10_yq_3.2
+2023-06-29 15:51:39,335 - predict_qa_roberta - INFO - mining_administration_10_yq_3.2
+[2023-06-29 15:51:39,335] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.2': '襄阳市丰荣磷化有限公司'}
+2023-06-29 15:51:39,335 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.2': '襄阳市丰荣磷化有限公司'}
+10.0.2.130 - - [29/Jun/2023 15:51:39] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:51:39,522] INFO in predict_qa_roberta: 0.5739794373512268
+2023-06-29 15:51:39,522 - predict_qa_roberta - INFO - 0.5739794373512268
+[2023-06-29 15:51:39,522] INFO in predict_qa_roberta: mining_administration_10_yq_3.5
+2023-06-29 15:51:39,522 - predict_qa_roberta - INFO - mining_administration_10_yq_3.5
+[2023-06-29 15:51:39,522] INFO in predict_qa_roberta: 0.748813807964325
+2023-06-29 15:51:39,522 - predict_qa_roberta - INFO - 0.748813807964325
+[2023-06-29 15:51:39,522] INFO in predict_qa_roberta: mining_administration_10_yq_3.1
+2023-06-29 15:51:39,522 - predict_qa_roberta - INFO - mining_administration_10_yq_3.1
+[2023-06-29 15:51:39,522] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.5': '2027年6月19日', 'mining_administration_10_yq_3.1': '采矿许可证'}
+2023-06-29 15:51:39,522 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.5': '2027年6月19日', 'mining_administration_10_yq_3.1': '采矿许可证'}
+10.0.2.130 - - [29/Jun/2023 15:51:39] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:51:40,269] INFO in predict_qa_roberta: 0.5827459096908569
+2023-06-29 15:51:40,269 - predict_qa_roberta - INFO - 0.5827459096908569
+[2023-06-29 15:51:40,270] INFO in predict_qa_roberta: mining_administration_10_yq_3.3
+2023-06-29 15:51:40,270 - predict_qa_roberta - INFO - mining_administration_10_yq_3.3
+[2023-06-29 15:51:40,270] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.3': '安全生 产许可证'}
+2023-06-29 15:51:40,270 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.3': '安全生 产许可证'}
+10.0.2.130 - - [29/Jun/2023 15:51:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:51:40,825] INFO in predict_qa_roberta: 0.5739794373512268
+2023-06-29 15:51:40,825 - predict_qa_roberta - INFO - 0.5739794373512268
+[2023-06-29 15:51:40,825] INFO in predict_qa_roberta: mining_administration_10_yq_3.5
+2023-06-29 15:51:40,825 - predict_qa_roberta - INFO - mining_administration_10_yq_3.5
+[2023-06-29 15:51:40,825] INFO in predict_qa_roberta: 0.748813807964325
+2023-06-29 15:51:40,825 - predict_qa_roberta - INFO - 0.748813807964325
+[2023-06-29 15:51:40,825] INFO in predict_qa_roberta: mining_administration_10_yq_3.1
+2023-06-29 15:51:40,825 - predict_qa_roberta - INFO - mining_administration_10_yq_3.1
+[2023-06-29 15:51:40,825] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.5': '2027年6月19日', 'mining_administration_10_yq_3.1': '采矿许可证'}
+2023-06-29 15:51:40,825 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.5': '2027年6月19日', 'mining_administration_10_yq_3.1': '采矿许可证'}
+10.0.2.130 - - [29/Jun/2023 15:51:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:51:41,706] INFO in predict_qa_roberta: 1.174277619586661e-10
+2023-06-29 15:51:41,706 - predict_qa_roberta - INFO - 1.174277619586661e-10
+[2023-06-29 15:51:41,707] INFO in predict_qa_roberta: mining_administration_10_yq_9.5
+2023-06-29 15:51:41,707 - predict_qa_roberta - INFO - mining_administration_10_yq_9.5
+[2023-06-29 15:51:41,707] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.5': '申 请 单名 称'}
+2023-06-29 15:51:41,707 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.5': '申 请 单名 称'}
+10.0.2.130 - - [29/Jun/2023 15:51:41] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:51:44,549] INFO in predict_qa_roberta: 4.2215169138160036e-09
+2023-06-29 15:51:44,549 - predict_qa_roberta - INFO - 4.2215169138160036e-09
+[2023-06-29 15:51:44,550] INFO in predict_qa_roberta: mining_administration_10_yq_9.4
+2023-06-29 15:51:44,550 - predict_qa_roberta - INFO - mining_administration_10_yq_9.4
+[2023-06-29 15:51:44,550] INFO in predict_qa_roberta: 5.925247847926585e-09
+2023-06-29 15:51:44,550 - predict_qa_roberta - INFO - 5.925247847926585e-09
+[2023-06-29 15:51:44,550] INFO in predict_qa_roberta: mining_administration_10_yq_9.1
+2023-06-29 15:51:44,550 - predict_qa_roberta - INFO - mining_administration_10_yq_9.1
+[2023-06-29 15:51:44,550] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.4': '身份证', 'mining_administration_10_yq_9.1': '10'}
+2023-06-29 15:51:44,550 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.4': '身份证', 'mining_administration_10_yq_9.1': '10'}
+10.0.2.130 - - [29/Jun/2023 15:51:44] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:57:27,167] INFO in predict_qa_roberta: 1.2182297837171063e-07
+2023-06-29 15:57:27,167 - predict_qa_roberta - INFO - 1.2182297837171063e-07
+[2023-06-29 15:57:27,167] INFO in predict_qa_roberta: weihua_administration_8_bq_2.3
+2023-06-29 15:57:27,167 - predict_qa_roberta - INFO - weihua_administration_8_bq_2.3
+[2023-06-29 15:57:27,168] INFO in predict_qa_roberta: 8.640982684937626e-08
+2023-06-29 15:57:27,168 - predict_qa_roberta - INFO - 8.640982684937626e-08
+[2023-06-29 15:57:27,168] INFO in predict_qa_roberta: weihua_administration_8_bq_2.5
+2023-06-29 15:57:27,168 - predict_qa_roberta - INFO - weihua_administration_8_bq_2.5
+[2023-06-29 15:57:27,168] INFO in predict_qa_roberta: 6.1236433701594706e-09
+2023-06-29 15:57:27,168 - predict_qa_roberta - INFO - 6.1236433701594706e-09
+[2023-06-29 15:57:27,168] INFO in predict_qa_roberta: weihua_administration_8_bq_2.4
+2023-06-29 15:57:27,168 - predict_qa_roberta - INFO - weihua_administration_8_bq_2.4
+[2023-06-29 15:57:27,168] INFO in predict_qa_roberta: {'weihua_administration_8_bq_2.3': '变更（备案）登记申请材料', 'weihua_administration_8_bq_2.5': '变更（备案）登记申请', 'weihua_administration_8_bq_2.4': '申请人姓名'}
+2023-06-29 15:57:27,168 - predict_qa_roberta - INFO - {'weihua_administration_8_bq_2.3': '变更（备案）登记申请材料', 'weihua_administration_8_bq_2.5': '变更（备案）登记申请', 'weihua_administration_8_bq_2.4': '申请人姓名'}
+10.0.2.130 - - [29/Jun/2023 15:57:27] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:57:27,174] INFO in predict_qa_roberta: 1.2182297837171063e-07
+2023-06-29 15:57:27,174 - predict_qa_roberta - INFO - 1.2182297837171063e-07
+[2023-06-29 15:57:27,174] INFO in predict_qa_roberta: weihua_administration_8_bq_2.3
+2023-06-29 15:57:27,174 - predict_qa_roberta - INFO - weihua_administration_8_bq_2.3
+[2023-06-29 15:57:27,174] INFO in predict_qa_roberta: 8.640982684937626e-08
+2023-06-29 15:57:27,174 - predict_qa_roberta - INFO - 8.640982684937626e-08
+[2023-06-29 15:57:27,174] INFO in predict_qa_roberta: weihua_administration_8_bq_2.5
+2023-06-29 15:57:27,174 - predict_qa_roberta - INFO - weihua_administration_8_bq_2.5
+[2023-06-29 15:57:27,174] INFO in predict_qa_roberta: 6.1236433701594706e-09
+2023-06-29 15:57:27,174 - predict_qa_roberta - INFO - 6.1236433701594706e-09
+[2023-06-29 15:57:27,175] INFO in predict_qa_roberta: weihua_administration_8_bq_2.4
+2023-06-29 15:57:27,175 - predict_qa_roberta - INFO - weihua_administration_8_bq_2.4
+[2023-06-29 15:57:27,175] INFO in predict_qa_roberta: {'weihua_administration_8_bq_2.3': '变更（备案）登记申请材料', 'weihua_administration_8_bq_2.5': '变更（备案）登记申请', 'weihua_administration_8_bq_2.4': '申请人姓名'}
+2023-06-29 15:57:27,175 - predict_qa_roberta - INFO - {'weihua_administration_8_bq_2.3': '变更（备案）登记申请材料', 'weihua_administration_8_bq_2.5': '变更（备案）登记申请', 'weihua_administration_8_bq_2.4': '申请人姓名'}
+10.0.2.130 - - [29/Jun/2023 15:57:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 15:57:27,353] INFO in predict_qa_roberta: 0.047973595559597015
+2023-06-29 15:57:27,353 - predict_qa_roberta - INFO - 0.047973595559597015
+[2023-06-29 15:57:27,354] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-29 15:57:27,354 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-29 15:57:27,354] INFO in predict_qa_roberta: 0.9395739436149597
+2023-06-29 15:57:27,354 - predict_qa_roberta - INFO - 0.9395739436149597
+[2023-06-29 15:57:27,354] INFO in predict_qa_roberta: a_common_legalPerson_
+2023-06-29 15:57:27,354 - predict_qa_roberta - INFO - a_common_legalPerson_
+[2023-06-29 15:57:27,355] INFO in predict_qa_roberta: 0.03826262429356575
+2023-06-29 15:57:27,355 - predict_qa_roberta - INFO - 0.03826262429356575
+[2023-06-29 15:57:27,355] INFO in predict_qa_roberta: a_common_companyName_
+2023-06-29 15:57:27,355 - predict_qa_roberta - INFO - a_common_companyName_
+[2023-06-29 15:57:27,356] INFO in predict_qa_roberta: 0.20970068871974945
+2023-06-29 15:57:27,356 - predict_qa_roberta - INFO - 0.20970068871974945
+[2023-06-29 15:57:27,356] INFO in predict_qa_roberta: a_common_address_
+2023-06-29 15:57:27,356 - predict_qa_roberta - INFO - a_common_address_
+[2023-06-29 15:57:27,356] INFO in predict_qa_roberta: {'a_common_social_credit_code': '91429005MA49FM6C0U', 'a_common_legalPerson_': '刘隆益', 'a_common_companyName_': '和远潜江电子特种气体有限公司', 'a_common_address_': '潜江市泽口街道办事处竹泽路26号'}
+2023-06-29 15:57:27,356 - predict_qa_roberta - INFO - {'a_common_social_credit_code': '91429005MA49FM6C0U', 'a_common_legalPerson_': '刘隆益', 'a_common_companyName_': '和远潜江电子特种气体有限公司', 'a_common_address_': '潜江市泽口街道办事处竹泽路26号'}
+10.0.2.130 - - [29/Jun/2023 15:57:27] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:57:28,466] INFO in predict_qa_roberta: 9.982699111787952e-09
+2023-06-29 15:57:28,466 - predict_qa_roberta - INFO - 9.982699111787952e-09
+[2023-06-29 15:57:28,466] INFO in predict_qa_roberta: weihua_administration_8_bq_2.1
+2023-06-29 15:57:28,466 - predict_qa_roberta - INFO - weihua_administration_8_bq_2.1
+[2023-06-29 15:57:28,467] INFO in predict_qa_roberta: {'weihua_administration_8_bq_2.1': '一'}
+2023-06-29 15:57:28,467 - predict_qa_roberta - INFO - {'weihua_administration_8_bq_2.1': '一'}
+10.0.2.130 - - [29/Jun/2023 15:57:28] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 15:57:28,635] INFO in predict_qa_roberta: 9.982699111787952e-09
+2023-06-29 15:57:28,635 - predict_qa_roberta - INFO - 9.982699111787952e-09
+[2023-06-29 15:57:28,635] INFO in predict_qa_roberta: weihua_administration_8_bq_2.1
+2023-06-29 15:57:28,635 - predict_qa_roberta - INFO - weihua_administration_8_bq_2.1
+[2023-06-29 15:57:28,636] INFO in predict_qa_roberta: {'weihua_administration_8_bq_2.1': '一'}
+2023-06-29 15:57:28,636 - predict_qa_roberta - INFO - {'weihua_administration_8_bq_2.1': '一'}
+10.0.2.130 - - [29/Jun/2023 15:57:28] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:06:12,126] INFO in predict_qa_roberta: 6.321933483377506e-07
+2023-06-29 16:06:12,126 - predict_qa_roberta - INFO - 6.321933483377506e-07
+[2023-06-29 16:06:12,126] INFO in predict_qa_roberta: weihua_administration_8_yq_15.2
+2023-06-29 16:06:12,126 - predict_qa_roberta - INFO - weihua_administration_8_yq_15.2
+[2023-06-29 16:06:12,126] INFO in predict_qa_roberta: {'weihua_administration_8_yq_15.2': '2023年5月31日'}
+2023-06-29 16:06:12,126 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_15.2': '2023年5月31日'}
+10.0.2.130 - - [29/Jun/2023 16:06:12] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:06:19,055] INFO in predict_qa_roberta: 2.2908494545781366e-10
+2023-06-29 16:06:19,055 - predict_qa_roberta - INFO - 2.2908494545781366e-10
+[2023-06-29 16:06:19,056] INFO in predict_qa_roberta: weihua_administration_8_yq_16.2
+2023-06-29 16:06:19,056 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.2
+[2023-06-29 16:06:19,056] INFO in predict_qa_roberta: 1.8477848584552703e-07
+2023-06-29 16:06:19,056 - predict_qa_roberta - INFO - 1.8477848584552703e-07
+[2023-06-29 16:06:19,056] INFO in predict_qa_roberta: weihua_administration_8_yq_16.3
+2023-06-29 16:06:19,056 - predict_qa_roberta - INFO - weihua_administration_8_yq_16.3
+[2023-06-29 16:06:19,056] INFO in predict_qa_roberta: {'weihua_administration_8_yq_16.2': '0X', 'weihua_administration_8_yq_16.3': '本证书应于2025-01-09前进行复审'}
+2023-06-29 16:06:19,056 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_16.2': '0X', 'weihua_administration_8_yq_16.3': '本证书应于2025-01-09前进行复审'}
+10.0.2.130 - - [29/Jun/2023 16:06:19] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 16:06:20,695] INFO in predict_qa_roberta: 0.00013867886445950717
+2023-06-29 16:06:20,695 - predict_qa_roberta - INFO - 0.00013867886445950717
+[2023-06-29 16:06:20,696] INFO in predict_qa_roberta: weihua_administration_8_yq_5.6
+2023-06-29 16:06:20,696 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.6
+[2023-06-29 16:06:20,696] INFO in predict_qa_roberta: 0.00022524927044287324
+2023-06-29 16:06:20,696 - predict_qa_roberta - INFO - 0.00022524927044287324
+[2023-06-29 16:06:20,696] INFO in predict_qa_roberta: weihua_administration_8_yq_5.7
+2023-06-29 16:06:20,696 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.7
+[2023-06-29 16:06:20,696] INFO in predict_qa_roberta: 4.340630766819231e-06
+2023-06-29 16:06:20,696 - predict_qa_roberta - INFO - 4.340630766819231e-06
+[2023-06-29 16:06:20,696] INFO in predict_qa_roberta: weihua_administration_8_yq_5.2
+2023-06-29 16:06:20,696 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.2
+[2023-06-29 16:06:20,696] INFO in predict_qa_roberta: 0.007224771194159985
+2023-06-29 16:06:20,696 - predict_qa_roberta - INFO - 0.007224771194159985
+[2023-06-29 16:06:20,697] INFO in predict_qa_roberta: weihua_administration_8_yq_5.3
+2023-06-29 16:06:20,697 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.3
+[2023-06-29 16:06:20,697] INFO in predict_qa_roberta: 3.3837986848084256e-05
+2023-06-29 16:06:20,697 - predict_qa_roberta - INFO - 3.3837986848084256e-05
+[2023-06-29 16:06:20,697] INFO in predict_qa_roberta: weihua_administration_8_yq_5.4
+2023-06-29 16:06:20,697 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.4
+[2023-06-29 16:06:20,697] INFO in predict_qa_roberta: 0.25037819147109985
+2023-06-29 16:06:20,697 - predict_qa_roberta - INFO - 0.25037819147109985
+[2023-06-29 16:06:20,697] INFO in predict_qa_roberta: weihua_administration_8_yq_5.5
+2023-06-29 16:06:20,697 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.5
+[2023-06-29 16:06:20,697] INFO in predict_qa_roberta: 2.1562666582819467e-11
+2023-06-29 16:06:20,697 - predict_qa_roberta - INFO - 2.1562666582819467e-11
+[2023-06-29 16:06:20,697] INFO in predict_qa_roberta: weihua_administration_8_yq_5.1
+2023-06-29 16:06:20,697 - predict_qa_roberta - INFO - weihua_administration_8_yq_5.1
+[2023-06-29 16:06:20,698] INFO in predict_qa_roberta: {'weihua_administration_8_yq_5.6': '吴劲松', 'weihua_administration_8_yq_5.7': '吴劲松', 'weihua_administration_8_yq_5.2': '方家保、张亚辉为公司专职安全员', 'weihua_administration_8_yq_5.3': '方家保、张亚辉', 'weihua_administration_8_yq_5.4': '方家保、张亚辉', 'weihua_administration_8_yq_5.5': '吴劲松', 'weihua_administration_8_yq_5.1': '武汉公桥涂料股份有限公司回203'}
+2023-06-29 16:06:20,698 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_5.6': '吴劲松', 'weihua_administration_8_yq_5.7': '吴劲松', 'weihua_administration_8_yq_5.2': '方家保、张亚辉为公司专职安全员', 'weihua_administration_8_yq_5.3': '方家保、张亚辉', 'weihua_administration_8_yq_5.4': '方家保、张亚辉', 'weihua_administration_8_yq_5.5': '吴劲松', 'weihua_administration_8_yq_5.1': '武汉公桥涂料股份有限公司回203'}
+10.0.2.130 - - [29/Jun/2023 16:06:20] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:06:21,132] INFO in predict_qa_roberta: 0.03681303560733795
+2023-06-29 16:06:21,132 - predict_qa_roberta - INFO - 0.03681303560733795
+[2023-06-29 16:06:21,132] INFO in predict_qa_roberta: weihua_administration_8_yq_6.1
+2023-06-29 16:06:21,132 - predict_qa_roberta - INFO - weihua_administration_8_yq_6.1
+[2023-06-29 16:06:21,133] INFO in predict_qa_roberta: {'weihua_administration_8_yq_6.1': '安全部'}
+2023-06-29 16:06:21,133 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_6.1': '安全部'}
+10.0.2.130 - - [29/Jun/2023 16:06:21] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:06:22,949] INFO in predict_qa_roberta: 1.967399157365435e-06
+2023-06-29 16:06:22,949 - predict_qa_roberta - INFO - 1.967399157365435e-06
+[2023-06-29 16:06:22,949] INFO in predict_qa_roberta: weihua_administration_8_yq_10.2
+2023-06-29 16:06:22,949 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.2
+[2023-06-29 16:06:22,950] INFO in predict_qa_roberta: 1.8717000784818083e-06
+2023-06-29 16:06:22,950 - predict_qa_roberta - INFO - 1.8717000784818083e-06
+[2023-06-29 16:06:22,950] INFO in predict_qa_roberta: weihua_administration_8_yq_10.3
+2023-06-29 16:06:22,950 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.3
+[2023-06-29 16:06:22,950] INFO in predict_qa_roberta: 0.0032601391430944204
+2023-06-29 16:06:22,950 - predict_qa_roberta - INFO - 0.0032601391430944204
+[2023-06-29 16:06:22,950] INFO in predict_qa_roberta: weihua_administration_8_yq_10.4
+2023-06-29 16:06:22,950 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.4
+[2023-06-29 16:06:22,950] INFO in predict_qa_roberta: 1.017841168504674e-05
+2023-06-29 16:06:22,950 - predict_qa_roberta - INFO - 1.017841168504674e-05
+[2023-06-29 16:06:22,950] INFO in predict_qa_roberta: weihua_administration_8_yq_10.1
+2023-06-29 16:06:22,950 - predict_qa_roberta - INFO - weihua_administration_8_yq_10.1
+[2023-06-29 16:06:22,950] INFO in predict_qa_roberta: {'weihua_administration_8_yq_10.2': '13697202896成员', 'weihua_administration_8_yq_10.3': '生产安 全事故 应急管 理', 'weihua_administration_8_yq_10.4': '13986244186', 'weihua_administration_8_yq_10.1': '组织'}
+2023-06-29 16:06:22,950 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_10.2': '13697202896成员', 'weihua_administration_8_yq_10.3': '生产安 全事故 应急管 理', 'weihua_administration_8_yq_10.4': '13986244186', 'weihua_administration_8_yq_10.1': '组织'}
+10.0.2.130 - - [29/Jun/2023 16:06:22] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:06:26,356] INFO in predict_qa_roberta: 0.0003495987330097705
+2023-06-29 16:06:26,356 - predict_qa_roberta - INFO - 0.0003495987330097705
+[2023-06-29 16:06:26,356] INFO in predict_qa_roberta: weihua_administration_8_yq_13.1
+2023-06-29 16:06:26,356 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.1
+[2023-06-29 16:06:26,357] INFO in predict_qa_roberta: 0.18993963301181793
+2023-06-29 16:06:26,357 - predict_qa_roberta - INFO - 0.18993963301181793
+[2023-06-29 16:06:26,357] INFO in predict_qa_roberta: weihua_administration_8_yq_13.2
+2023-06-29 16:06:26,357 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.2
+[2023-06-29 16:06:26,357] INFO in predict_qa_roberta: 0.00023452371533494443
+2023-06-29 16:06:26,357 - predict_qa_roberta - INFO - 0.00023452371533494443
+[2023-06-29 16:06:26,358] INFO in predict_qa_roberta: weihua_administration_8_yq_13.3
+2023-06-29 16:06:26,358 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.3
+[2023-06-29 16:06:26,358] INFO in predict_qa_roberta: 7.360178278759122e-05
+2023-06-29 16:06:26,358 - predict_qa_roberta - INFO - 7.360178278759122e-05
+[2023-06-29 16:06:26,359] INFO in predict_qa_roberta: weihua_administration_8_yq_13.4
+2023-06-29 16:06:26,359 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.4
+[2023-06-29 16:06:26,359] INFO in predict_qa_roberta: 0.10646437108516693
+2023-06-29 16:06:26,359 - predict_qa_roberta - INFO - 0.10646437108516693
+[2023-06-29 16:06:26,359] INFO in predict_qa_roberta: weihua_administration_8_yq_13.5
+2023-06-29 16:06:26,359 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.5
+[2023-06-29 16:06:26,359] INFO in predict_qa_roberta: 0.0009309273445978761
+2023-06-29 16:06:26,359 - predict_qa_roberta - INFO - 0.0009309273445978761
+[2023-06-29 16:06:26,360] INFO in predict_qa_roberta: weihua_administration_8_yq_13.6
+2023-06-29 16:06:26,360 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.6
+[2023-06-29 16:06:26,360] INFO in predict_qa_roberta: 1.1018871646228945e-06
+2023-06-29 16:06:26,360 - predict_qa_roberta - INFO - 1.1018871646228945e-06
+[2023-06-29 16:06:26,361] INFO in predict_qa_roberta: weihua_administration_8_yq_13.7
+2023-06-29 16:06:26,361 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.7
+[2023-06-29 16:06:26,361] INFO in predict_qa_roberta: 0.9649702906608582
+2023-06-29 16:06:26,361 - predict_qa_roberta - INFO - 0.9649702906608582
+[2023-06-29 16:06:26,361] INFO in predict_qa_roberta: weihua_administration_8_yq_13.8
+2023-06-29 16:06:26,361 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.8
+[2023-06-29 16:06:26,361] INFO in predict_qa_roberta: {'weihua_administration_8_yq_13.1': '安全评价机构公章', 'weihua_administration_8_yq_13.2': '2025年1月20日', 'weihua_administration_8_yq_13.3': '专业 能力资格证书从业登 记号签名', 'weihua_administration_8_yq_13.4': '安全评价机构公章', 'weihua_administration_8_yq_13.5': '李冰', 'weihua_administration_8_yq_13.6': '安全评价机构公章', 'weihua_administration_8_yq_13.7': '贵州鸿豪码产资源咨服务有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+2023-06-29 16:06:26,361 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_13.1': '安全评价机构公章', 'weihua_administration_8_yq_13.2': '2025年1月20日', 'weihua_administration_8_yq_13.3': '专业 能力资格证书从业登 记号签名', 'weihua_administration_8_yq_13.4': '安全评价机构公章', 'weihua_administration_8_yq_13.5': '李冰', 'weihua_administration_8_yq_13.6': '安全评价机构公章', 'weihua_administration_8_yq_13.7': '贵州鸿豪码产资源咨服务有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+10.0.2.130 - - [29/Jun/2023 16:06:26] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 16:06:28,179] INFO in predict_qa_roberta: 9.201457578456029e-05
+2023-06-29 16:06:28,179 - predict_qa_roberta - INFO - 9.201457578456029e-05
+[2023-06-29 16:06:28,180] INFO in predict_qa_roberta: weihua_administration_8_yq_7.10
+2023-06-29 16:06:28,180 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.10
+[2023-06-29 16:06:28,180] INFO in predict_qa_roberta: 0.0034391037188470364
+2023-06-29 16:06:28,180 - predict_qa_roberta - INFO - 0.0034391037188470364
+[2023-06-29 16:06:28,180] INFO in predict_qa_roberta: weihua_administration_8_yq_7.8
+2023-06-29 16:06:28,180 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.8
+[2023-06-29 16:06:28,180] INFO in predict_qa_roberta: 4.723810707218945e-05
+2023-06-29 16:06:28,180 - predict_qa_roberta - INFO - 4.723810707218945e-05
+[2023-06-29 16:06:28,181] INFO in predict_qa_roberta: weihua_administration_8_yq_7.9
+2023-06-29 16:06:28,181 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.9
+[2023-06-29 16:06:28,181] INFO in predict_qa_roberta: 0.26992931962013245
+2023-06-29 16:06:28,181 - predict_qa_roberta - INFO - 0.26992931962013245
+[2023-06-29 16:06:28,181] INFO in predict_qa_roberta: weihua_administration_8_yq_7.4
+2023-06-29 16:06:28,181 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.4
+[2023-06-29 16:06:28,181] INFO in predict_qa_roberta: 0.21242327988147736
+2023-06-29 16:06:28,181 - predict_qa_roberta - INFO - 0.21242327988147736
+[2023-06-29 16:06:28,181] INFO in predict_qa_roberta: weihua_administration_8_yq_7.5
+2023-06-29 16:06:28,181 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.5
+[2023-06-29 16:06:28,181] INFO in predict_qa_roberta: 0.00045282227802090347
+2023-06-29 16:06:28,181 - predict_qa_roberta - INFO - 0.00045282227802090347
+[2023-06-29 16:06:28,181] INFO in predict_qa_roberta: weihua_administration_8_yq_7.6
+2023-06-29 16:06:28,181 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.6
+[2023-06-29 16:06:28,182] INFO in predict_qa_roberta: 4.666728727897862e-07
+2023-06-29 16:06:28,182 - predict_qa_roberta - INFO - 4.666728727897862e-07
+[2023-06-29 16:06:28,182] INFO in predict_qa_roberta: weihua_administration_8_yq_7.11
+2023-06-29 16:06:28,182 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.11
+[2023-06-29 16:06:28,182] INFO in predict_qa_roberta: 0.0738029032945633
+2023-06-29 16:06:28,182 - predict_qa_roberta - INFO - 0.0738029032945633
+[2023-06-29 16:06:28,182] INFO in predict_qa_roberta: weihua_administration_8_yq_7.7
+2023-06-29 16:06:28,182 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.7
+[2023-06-29 16:06:28,182] INFO in predict_qa_roberta: 0.37647897005081177
+2023-06-29 16:06:28,182 - predict_qa_roberta - INFO - 0.37647897005081177
+[2023-06-29 16:06:28,182] INFO in predict_qa_roberta: weihua_administration_8_yq_7.1
+2023-06-29 16:06:28,182 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.1
+[2023-06-29 16:06:28,182] INFO in predict_qa_roberta: 0.014227653853595257
+2023-06-29 16:06:28,182 - predict_qa_roberta - INFO - 0.014227653853595257
+[2023-06-29 16:06:28,183] INFO in predict_qa_roberta: weihua_administration_8_yq_7.2
+2023-06-29 16:06:28,183 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.2
+[2023-06-29 16:06:28,183] INFO in predict_qa_roberta: 0.05757100135087967
+2023-06-29 16:06:28,183 - predict_qa_roberta - INFO - 0.05757100135087967
+[2023-06-29 16:06:28,183] INFO in predict_qa_roberta: weihua_administration_8_yq_7.3
+2023-06-29 16:06:28,183 - predict_qa_roberta - INFO - weihua_administration_8_yq_7.3
+[2023-06-29 16:06:28,183] INFO in predict_qa_roberta: {'weihua_administration_8_yq_7.10': '2026-04-02', 'weihua_administration_8_yq_7.8': '方文', 'weihua_administration_8_yq_7.9': '2026-04-02', 'weihua_administration_8_yq_7.4': '张亚辉', 'weihua_administration_8_yq_7.5': '方文', 'weihua_administration_8_yq_7.6': '张亚辉', 'weihua_administration_8_yq_7.11': '825199010114019', 'weihua_administration_8_yq_7.7': '张亚辉', 'weihua_administration_8_yq_7.1': '方文', 'weihua_administration_8_yq_7.2': '张亚辉', 'weihua_administration_8_yq_7.3': '420684198706200077'}
+2023-06-29 16:06:28,183 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_7.10': '2026-04-02', 'weihua_administration_8_yq_7.8': '方文', 'weihua_administration_8_yq_7.9': '2026-04-02', 'weihua_administration_8_yq_7.4': '张亚辉', 'weihua_administration_8_yq_7.5': '方文', 'weihua_administration_8_yq_7.6': '张亚辉', 'weihua_administration_8_yq_7.11': '825199010114019', 'weihua_administration_8_yq_7.7': '张亚辉', 'weihua_administration_8_yq_7.1': '方文', 'weihua_administration_8_yq_7.2': '张亚辉', 'weihua_administration_8_yq_7.3': '420684198706200077'}
+10.0.2.130 - - [29/Jun/2023 16:06:28] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:06:40,387] INFO in predict_qa_roberta: 4.006792053701247e-08
+2023-06-29 16:06:40,387 - predict_qa_roberta - INFO - 4.006792053701247e-08
+[2023-06-29 16:06:40,387] INFO in predict_qa_roberta: weihua_administration_8_yq_15.2
+2023-06-29 16:06:40,387 - predict_qa_roberta - INFO - weihua_administration_8_yq_15.2
+[2023-06-29 16:06:40,387] INFO in predict_qa_roberta: {'weihua_administration_8_yq_15.2': '式中：q1、q2...qn'}
+2023-06-29 16:06:40,387 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_15.2': '式中：q1、q2...qn'}
+10.0.2.130 - - [29/Jun/2023 16:06:40] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:06:51,166] INFO in predict_qa_roberta: 8.486486180458996e-09
+2023-06-29 16:06:51,166 - predict_qa_roberta - INFO - 8.486486180458996e-09
+[2023-06-29 16:06:51,166] INFO in predict_qa_roberta: weihua_administration_8_yq_2.8
+2023-06-29 16:06:51,166 - predict_qa_roberta - INFO - weihua_administration_8_yq_2.8
+[2023-06-29 16:06:51,166] INFO in predict_qa_roberta: {'weihua_administration_8_yq_2.8': '1'}
+2023-06-29 16:06:51,166 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_2.8': '1'}
+10.0.2.130 - - [29/Jun/2023 16:06:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:06:53,156] INFO in predict_qa_roberta: 1.1535953490238171e-05
+2023-06-29 16:06:53,156 - predict_qa_roberta - INFO - 1.1535953490238171e-05
+[2023-06-29 16:06:53,157] INFO in predict_qa_roberta: weihua_administration_8_yq_3.2
+2023-06-29 16:06:53,157 - predict_qa_roberta - INFO - weihua_administration_8_yq_3.2
+[2023-06-29 16:06:53,157] INFO in predict_qa_roberta: {'weihua_administration_8_yq_3.2': '安全管理制度'}
+2023-06-29 16:06:53,157 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_3.2': '安全管理制度'}
+10.0.2.130 - - [29/Jun/2023 16:06:53] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:06:55,242] INFO in predict_qa_roberta: 8.486486180458996e-09
+2023-06-29 16:06:55,242 - predict_qa_roberta - INFO - 8.486486180458996e-09
+[2023-06-29 16:06:55,243] INFO in predict_qa_roberta: weihua_administration_8_yq_4.2
+2023-06-29 16:06:55,243 - predict_qa_roberta - INFO - weihua_administration_8_yq_4.2
+[2023-06-29 16:06:55,243] INFO in predict_qa_roberta: {'weihua_administration_8_yq_4.2': '1'}
+2023-06-29 16:06:55,243 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_4.2': '1'}
+10.0.2.130 - - [29/Jun/2023 16:06:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:08:00,459] INFO in predict_qa_roberta: 4.0484163037035614e-05
+2023-06-29 16:08:00,459 - predict_qa_roberta - INFO - 4.0484163037035614e-05
+[2023-06-29 16:08:00,460] INFO in predict_qa_roberta: weihua_administration_8_yq_12.1
+2023-06-29 16:08:00,460 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.1
+[2023-06-29 16:08:00,460] INFO in predict_qa_roberta: 1.1092295153503073e-06
+2023-06-29 16:08:00,460 - predict_qa_roberta - INFO - 1.1092295153503073e-06
+[2023-06-29 16:08:00,460] INFO in predict_qa_roberta: weihua_administration_8_yq_12.3
+2023-06-29 16:08:00,460 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.3
+[2023-06-29 16:08:00,460] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+2023-06-29 16:08:00,460 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+10.0.2.130 - - [29/Jun/2023 16:08:00] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:08:00,889] INFO in predict_qa_roberta: 4.0484163037035614e-05
+2023-06-29 16:08:00,889 - predict_qa_roberta - INFO - 4.0484163037035614e-05
+[2023-06-29 16:08:00,890] INFO in predict_qa_roberta: weihua_administration_8_yq_12.1
+2023-06-29 16:08:00,890 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.1
+[2023-06-29 16:08:00,891] INFO in predict_qa_roberta: 1.1092295153503073e-06
+2023-06-29 16:08:00,891 - predict_qa_roberta - INFO - 1.1092295153503073e-06
+[2023-06-29 16:08:00,891] INFO in predict_qa_roberta: weihua_administration_8_yq_12.3
+2023-06-29 16:08:00,891 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.3
+[2023-06-29 16:08:00,891] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+2023-06-29 16:08:00,891 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.1': '91', 'weihua_administration_8_yq_12.3': '50'}
+10.0.2.130 - - [29/Jun/2023 16:08:00] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:08:02,304] INFO in predict_qa_roberta: 0.4841679036617279
+2023-06-29 16:08:02,304 - predict_qa_roberta - INFO - 0.4841679036617279
+[2023-06-29 16:08:02,304] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-29 16:08:02,304 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-29 16:08:02,304] INFO in predict_qa_roberta: 0.9251805543899536
+2023-06-29 16:08:02,304 - predict_qa_roberta - INFO - 0.9251805543899536
+[2023-06-29 16:08:02,305] INFO in predict_qa_roberta: a_common_legalPerson_
+2023-06-29 16:08:02,305 - predict_qa_roberta - INFO - a_common_legalPerson_
+[2023-06-29 16:08:02,305] INFO in predict_qa_roberta: 0.46672534942626953
+2023-06-29 16:08:02,305 - predict_qa_roberta - INFO - 0.46672534942626953
+[2023-06-29 16:08:02,305] INFO in predict_qa_roberta: a_common_companyName_
+2023-06-29 16:08:02,305 - predict_qa_roberta - INFO - a_common_companyName_
+[2023-06-29 16:08:02,305] INFO in predict_qa_roberta: 0.00025063581415452063
+2023-06-29 16:08:02,305 - predict_qa_roberta - INFO - 0.00025063581415452063
+[2023-06-29 16:08:02,305] INFO in predict_qa_roberta: a_common_address_
+2023-06-29 16:08:02,305 - predict_qa_roberta - INFO - a_common_address_
+[2023-06-29 16:08:02,305] INFO in predict_qa_roberta: {'a_common_social_credit_code': '914212210905645116', 'a_common_legalPerson_': '方文桥', 'a_common_companyName_': '武汉宏桥涂料股份有限公司', 'a_common_address_': '国家市场监督管理总局监局'}
+2023-06-29 16:08:02,305 - predict_qa_roberta - INFO - {'a_common_social_credit_code': '914212210905645116', 'a_common_legalPerson_': '方文桥', 'a_common_companyName_': '武汉宏桥涂料股份有限公司', 'a_common_address_': '国家市场监督管理总局监局'}
+10.0.2.130 - - [29/Jun/2023 16:08:02] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:08:05,805] INFO in predict_qa_roberta: 0.3540014326572418
+2023-06-29 16:08:05,805 - predict_qa_roberta - INFO - 0.3540014326572418
+[2023-06-29 16:08:05,806] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 16:08:05,806 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 16:08:05,806] INFO in predict_qa_roberta: 0.0981769785284996
+2023-06-29 16:08:05,806 - predict_qa_roberta - INFO - 0.0981769785284996
+[2023-06-29 16:08:05,806] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 16:08:05,806 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 16:08:05,806] INFO in predict_qa_roberta: 0.11083318293094635
+2023-06-29 16:08:05,806 - predict_qa_roberta - INFO - 0.11083318293094635
+[2023-06-29 16:08:05,806] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 16:08:05,806 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 16:08:05,806] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+2023-06-29 16:08:05,806 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+10.0.2.130 - - [29/Jun/2023 16:08:05] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:08:05,954] INFO in predict_qa_roberta: 1.7345079186270596e-06
+2023-06-29 16:08:05,954 - predict_qa_roberta - INFO - 1.7345079186270596e-06
+[2023-06-29 16:08:05,955] INFO in predict_qa_roberta: weihua_administration_8_yq_12.2
+2023-06-29 16:08:05,955 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.2
+[2023-06-29 16:08:05,955] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+2023-06-29 16:08:05,955 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+10.0.2.130 - - [29/Jun/2023 16:08:05] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 16:08:06,085] INFO in predict_qa_roberta: 1.7345079186270596e-06
+2023-06-29 16:08:06,085 - predict_qa_roberta - INFO - 1.7345079186270596e-06
+[2023-06-29 16:08:06,086] INFO in predict_qa_roberta: weihua_administration_8_yq_12.2
+2023-06-29 16:08:06,086 - predict_qa_roberta - INFO - weihua_administration_8_yq_12.2
+[2023-06-29 16:08:06,086] INFO in predict_qa_roberta: {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+2023-06-29 16:08:06,086 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_12.2': '非上市、自然人投资或控股）'}
+10.0.2.130 - - [29/Jun/2023 16:08:06] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 16:08:07,698] INFO in predict_qa_roberta: 0.0002556455438025296
+2023-06-29 16:08:07,698 - predict_qa_roberta - INFO - 0.0002556455438025296
+[2023-06-29 16:08:07,698] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 16:08:07,698 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 16:08:07,698] INFO in predict_qa_roberta: 0.11294569820165634
+2023-06-29 16:08:07,698 - predict_qa_roberta - INFO - 0.11294569820165634
+[2023-06-29 16:08:07,699] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 16:08:07,699 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 16:08:07,699] INFO in predict_qa_roberta: 0.05826980620622635
+2023-06-29 16:08:07,699 - predict_qa_roberta - INFO - 0.05826980620622635
+[2023-06-29 16:08:07,700] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 16:08:07,700 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 16:08:07,700] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+2023-06-29 16:08:07,700 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+10.0.2.130 - - [29/Jun/2023 16:08:07] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 16:08:07,749] INFO in predict_qa_roberta: 0.3540014326572418
+2023-06-29 16:08:07,749 - predict_qa_roberta - INFO - 0.3540014326572418
+[2023-06-29 16:08:07,750] INFO in predict_qa_roberta: weihua_administration_8_yq_1.2
+2023-06-29 16:08:07,750 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.2
+[2023-06-29 16:08:07,750] INFO in predict_qa_roberta: 0.0981769785284996
+2023-06-29 16:08:07,750 - predict_qa_roberta - INFO - 0.0981769785284996
+[2023-06-29 16:08:07,750] INFO in predict_qa_roberta: weihua_administration_8_yq_1.3
+2023-06-29 16:08:07,750 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.3
+[2023-06-29 16:08:07,750] INFO in predict_qa_roberta: 0.11083318293094635
+2023-06-29 16:08:07,750 - predict_qa_roberta - INFO - 0.11083318293094635
+[2023-06-29 16:08:07,750] INFO in predict_qa_roberta: weihua_administration_8_yq_1.1
+2023-06-29 16:08:07,750 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.1
+[2023-06-29 16:08:07,751] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+2023-06-29 16:08:07,751 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.2': '方文人', 'weihua_administration_8_yq_1.3': '嘉鱼县武汉新港潘湾工业园内', 'weihua_administration_8_yq_1.1': '武汉宏桥涂料股份有限公司'}
+10.0.2.130 - - [29/Jun/2023 16:08:07] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 16:08:07,776] INFO in predict_qa_roberta: 1.7367621694575064e-05
+2023-06-29 16:08:07,776 - predict_qa_roberta - INFO - 1.7367621694575064e-05
+[2023-06-29 16:08:07,776] INFO in predict_qa_roberta: weihua_administration_8_yq_9.2
+2023-06-29 16:08:07,776 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.2
+[2023-06-29 16:08:07,776] INFO in predict_qa_roberta: 0.11992596834897995
+2023-06-29 16:08:07,776 - predict_qa_roberta - INFO - 0.11992596834897995
+[2023-06-29 16:08:07,776] INFO in predict_qa_roberta: weihua_administration_8_yq_9.1
+2023-06-29 16:08:07,776 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.1
+[2023-06-29 16:08:07,776] INFO in predict_qa_roberta: {'weihua_administration_8_yq_9.2': '2020年2月', 'weihua_administration_8_yq_9.1': '中国社会保险业务回执单'}
+2023-06-29 16:08:07,776 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_9.2': '2020年2月', 'weihua_administration_8_yq_9.1': '中国社会保险业务回执单'}
+10.0.2.130 - - [29/Jun/2023 16:08:07] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:08:08,910] INFO in predict_qa_roberta: 0.0002556455438025296
+2023-06-29 16:08:08,910 - predict_qa_roberta - INFO - 0.0002556455438025296
+[2023-06-29 16:08:08,910] INFO in predict_qa_roberta: weihua_administration_8_yq_1.6
+2023-06-29 16:08:08,910 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.6
+[2023-06-29 16:08:08,911] INFO in predict_qa_roberta: 0.11294569820165634
+2023-06-29 16:08:08,911 - predict_qa_roberta - INFO - 0.11294569820165634
+[2023-06-29 16:08:08,911] INFO in predict_qa_roberta: weihua_administration_8_yq_1.4
+2023-06-29 16:08:08,911 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.4
+[2023-06-29 16:08:08,911] INFO in predict_qa_roberta: 0.05826980620622635
+2023-06-29 16:08:08,911 - predict_qa_roberta - INFO - 0.05826980620622635
+[2023-06-29 16:08:08,912] INFO in predict_qa_roberta: weihua_administration_8_yq_1.5
+2023-06-29 16:08:08,912 - predict_qa_roberta - INFO - weihua_administration_8_yq_1.5
+[2023-06-29 16:08:08,912] INFO in predict_qa_roberta: {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+2023-06-29 16:08:08,912 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_1.6': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.4': '武汉宏桥涂料股份有限公司', 'weihua_administration_8_yq_1.5': '方文米'}
+10.0.2.130 - - [29/Jun/2023 16:08:08] "POST /qarob HTTP/1.0" 200 -
+[2023-06-29 16:08:09,562] INFO in predict_qa_roberta: 0.0007673893705941737
+2023-06-29 16:08:09,562 - predict_qa_roberta - INFO - 0.0007673893705941737
+[2023-06-29 16:08:09,563] INFO in predict_qa_roberta: weihua_administration_8_yq_9.3
+2023-06-29 16:08:09,563 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.3
+[2023-06-29 16:08:09,563] INFO in predict_qa_roberta: 5.817694909637794e-05
+2023-06-29 16:08:09,563 - predict_qa_roberta - INFO - 5.817694909637794e-05
+[2023-06-29 16:08:09,563] INFO in predict_qa_roberta: weihua_administration_8_yq_9.4
+2023-06-29 16:08:09,563 - predict_qa_roberta - INFO - weihua_administration_8_yq_9.4
+[2023-06-29 16:08:09,563] INFO in predict_qa_roberta: {'weihua_administration_8_yq_9.3': '17 人', 'weihua_administration_8_yq_9.4': '17 人'}
+2023-06-29 16:08:09,563 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_9.3': '17 人', 'weihua_administration_8_yq_9.4': '17 人'}
+10.0.2.130 - - [29/Jun/2023 16:08:09] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-29 16:17:37,245] INFO in predict_qa_roberta: 0.08289146423339844
+2023-06-29 16:17:37,245 - predict_qa_roberta - INFO - 0.08289146423339844
+[2023-06-29 16:17:37,245] INFO in predict_qa_roberta: weihua_administration_8_yq_13.1
+2023-06-29 16:17:37,245 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.1
+[2023-06-29 16:17:37,245] INFO in predict_qa_roberta: 0.15953896939754486
+2023-06-29 16:17:37,245 - predict_qa_roberta - INFO - 0.15953896939754486
+[2023-06-29 16:17:37,246] INFO in predict_qa_roberta: weihua_administration_8_yq_13.2
+2023-06-29 16:17:37,246 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.2
+[2023-06-29 16:17:37,246] INFO in predict_qa_roberta: 0.08202990889549255
+2023-06-29 16:17:37,246 - predict_qa_roberta - INFO - 0.08202990889549255
+[2023-06-29 16:17:37,246] INFO in predict_qa_roberta: weihua_administration_8_yq_13.3
+2023-06-29 16:17:37,246 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.3
+[2023-06-29 16:17:37,246] INFO in predict_qa_roberta: 0.0012227636761963367
+2023-06-29 16:17:37,246 - predict_qa_roberta - INFO - 0.0012227636761963367
+[2023-06-29 16:17:37,246] INFO in predict_qa_roberta: weihua_administration_8_yq_13.4
+2023-06-29 16:17:37,246 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.4
+[2023-06-29 16:17:37,246] INFO in predict_qa_roberta: 0.9186868667602539
+2023-06-29 16:17:37,246 - predict_qa_roberta - INFO - 0.9186868667602539
+[2023-06-29 16:17:37,247] INFO in predict_qa_roberta: weihua_administration_8_yq_13.5
+2023-06-29 16:17:37,247 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.5
+[2023-06-29 16:17:37,247] INFO in predict_qa_roberta: 0.11122588813304901
+2023-06-29 16:17:37,247 - predict_qa_roberta - INFO - 0.11122588813304901
+[2023-06-29 16:17:37,247] INFO in predict_qa_roberta: weihua_administration_8_yq_13.6
+2023-06-29 16:17:37,247 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.6
+[2023-06-29 16:17:37,247] INFO in predict_qa_roberta: 0.2114490270614624
+2023-06-29 16:17:37,247 - predict_qa_roberta - INFO - 0.2114490270614624
+[2023-06-29 16:17:37,247] INFO in predict_qa_roberta: weihua_administration_8_yq_13.7
+2023-06-29 16:17:37,247 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.7
+[2023-06-29 16:17:37,247] INFO in predict_qa_roberta: 0.8889939785003662
+2023-06-29 16:17:37,247 - predict_qa_roberta - INFO - 0.8889939785003662
+[2023-06-29 16:17:37,248] INFO in predict_qa_roberta: weihua_administration_8_yq_13.8
+2023-06-29 16:17:37,248 - predict_qa_roberta - INFO - weihua_administration_8_yq_13.8
+[2023-06-29 16:17:37,248] INFO in predict_qa_roberta: {'weihua_administration_8_yq_13.1': '报告专用章', 'weihua_administration_8_yq_13.2': '2024年5月', 'weihua_administration_8_yq_13.3': '李晓芬', 'weihua_administration_8_yq_13.4': '安全评价机构盖章', 'weihua_administration_8_yq_13.5': '苟云川', 'weihua_administration_8_yq_13.6': '魏章亚', 'weihua_administration_8_yq_13.7': '湖南中化恒科工程设计有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+2023-06-29 16:17:37,248 - predict_qa_roberta - INFO - {'weihua_administration_8_yq_13.1': '报告专用章', 'weihua_administration_8_yq_13.2': '2024年5月', 'weihua_administration_8_yq_13.3': '李晓芬', 'weihua_administration_8_yq_13.4': '安全评价机构盖章', 'weihua_administration_8_yq_13.5': '苟云川', 'weihua_administration_8_yq_13.6': '魏章亚', 'weihua_administration_8_yq_13.7': '湖南中化恒科工程设计有限公司', 'weihua_administration_8_yq_13.8': '徐枫'}
+10.0.2.130 - - [29/Jun/2023 16:17:37] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:45,587] INFO in predict_qa_roberta: 1.9405659301696687e-08
+2023-06-30 11:52:45,587 - predict_qa_roberta - INFO - 1.9405659301696687e-08
+[2023-06-30 11:52:45,587] INFO in predict_qa_roberta: weihua_administration_8_sq_7.10
+2023-06-30 11:52:45,587 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.10
+[2023-06-30 11:52:45,587] INFO in predict_qa_roberta: 6.906378047233375e-08
+2023-06-30 11:52:45,587 - predict_qa_roberta - INFO - 6.906378047233375e-08
+[2023-06-30 11:52:45,588] INFO in predict_qa_roberta: weihua_administration_8_sq_7.5
+2023-06-30 11:52:45,588 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.5
+[2023-06-30 11:52:45,588] INFO in predict_qa_roberta: 1.49401193993981e-05
+2023-06-30 11:52:45,588 - predict_qa_roberta - INFO - 1.49401193993981e-05
+[2023-06-30 11:52:45,588] INFO in predict_qa_roberta: weihua_administration_8_sq_7.4
+2023-06-30 11:52:45,588 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.4
+[2023-06-30 11:52:45,588] INFO in predict_qa_roberta: 0.04085823521018028
+2023-06-30 11:52:45,588 - predict_qa_roberta - INFO - 0.04085823521018028
+[2023-06-30 11:52:45,588] INFO in predict_qa_roberta: weihua_administration_8_sq_7.3
+2023-06-30 11:52:45,588 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.3
+[2023-06-30 11:52:45,588] INFO in predict_qa_roberta: 7.003162494356729e-10
+2023-06-30 11:52:45,588 - predict_qa_roberta - INFO - 7.003162494356729e-10
+[2023-06-30 11:52:45,588] INFO in predict_qa_roberta: weihua_administration_8_sq_7.11
+2023-06-30 11:52:45,588 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.11
+[2023-06-30 11:52:45,588] INFO in predict_qa_roberta: 5.832214711176675e-09
+2023-06-30 11:52:45,588 - predict_qa_roberta - INFO - 5.832214711176675e-09
+[2023-06-30 11:52:45,589] INFO in predict_qa_roberta: weihua_administration_8_sq_7.2
+2023-06-30 11:52:45,589 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.2
+[2023-06-30 11:52:45,589] INFO in predict_qa_roberta: 1.481431354477536e-06
+2023-06-30 11:52:45,589 - predict_qa_roberta - INFO - 1.481431354477536e-06
+[2023-06-30 11:52:45,589] INFO in predict_qa_roberta: weihua_administration_8_sq_7.1
+2023-06-30 11:52:45,589 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.1
+[2023-06-30 11:52:45,589] INFO in predict_qa_roberta: 2.204370574965253e-10
+2023-06-30 11:52:45,589 - predict_qa_roberta - INFO - 2.204370574965253e-10
+[2023-06-30 11:52:45,589] INFO in predict_qa_roberta: weihua_administration_8_sq_7.9
+2023-06-30 11:52:45,589 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.9
+[2023-06-30 11:52:45,589] INFO in predict_qa_roberta: 1.8517364308578976e-09
+2023-06-30 11:52:45,589 - predict_qa_roberta - INFO - 1.8517364308578976e-09
+[2023-06-30 11:52:45,589] INFO in predict_qa_roberta: weihua_administration_8_sq_7.8
+2023-06-30 11:52:45,589 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.8
+[2023-06-30 11:52:45,589] INFO in predict_qa_roberta: 2.317742837476544e-05
+2023-06-30 11:52:45,589 - predict_qa_roberta - INFO - 2.317742837476544e-05
+[2023-06-30 11:52:45,590] INFO in predict_qa_roberta: weihua_administration_8_sq_7.7
+2023-06-30 11:52:45,590 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.7
+[2023-06-30 11:52:45,590] INFO in predict_qa_roberta: 8.340974204656959e-07
+2023-06-30 11:52:45,590 - predict_qa_roberta - INFO - 8.340974204656959e-07
+[2023-06-30 11:52:45,590] INFO in predict_qa_roberta: weihua_administration_8_sq_7.6
+2023-06-30 11:52:45,590 - predict_qa_roberta - INFO - weihua_administration_8_sq_7.6
+[2023-06-30 11:52:45,590] INFO in predict_qa_roberta: {'weihua_administration_8_sq_7.10': '安全生产管理人', 'weihua_administration_8_sq_7.5': '安全生产管理人', 'weihua_administration_8_sq_7.4': '安全生产管理人', 'weihua_administration_8_sq_7.3': '50102196610056552', 'weihua_administration_8_sq_7.11': '50102196610056552', 'weihua_administration_8_sq_7.2': '菜', 'weihua_administration_8_sq_7.1': '安全生产管理人', 'weihua_administration_8_sq_7.9': 'A203Q036220000076安全生产管理人', 'weihua_administration_8_sq_7.8': '安全生产管理人', 'weihua_administration_8_sq_7.7': '安全生产知识和管理能力', 'weihua_administration_8_sq_7.6': '安全生产'}
+2023-06-30 11:52:45,590 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_7.10': '安全生产管理人', 'weihua_administration_8_sq_7.5': '安全生产管理人', 'weihua_administration_8_sq_7.4': '安全生产管理人', 'weihua_administration_8_sq_7.3': '50102196610056552', 'weihua_administration_8_sq_7.11': '50102196610056552', 'weihua_administration_8_sq_7.2': '菜', 'weihua_administration_8_sq_7.1': '安全生产管理人', 'weihua_administration_8_sq_7.9': 'A203Q036220000076安全生产管理人', 'weihua_administration_8_sq_7.8': '安全生产管理人', 'weihua_administration_8_sq_7.7': '安全生产知识和管理能力', 'weihua_administration_8_sq_7.6': '安全生产'}
+10.0.2.130 - - [30/Jun/2023 11:52:45] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:45,932] INFO in predict_qa_roberta: 5.560055456044211e-07
+2023-06-30 11:52:45,932 - predict_qa_roberta - INFO - 5.560055456044211e-07
+[2023-06-30 11:52:45,933] INFO in predict_qa_roberta: weihua_administration_8_sq_15.2
+2023-06-30 11:52:45,933 - predict_qa_roberta - INFO - weihua_administration_8_sq_15.2
+[2023-06-30 11:52:45,933] INFO in predict_qa_roberta: {'weihua_administration_8_sq_15.2': '2023年6月25日'}
+2023-06-30 11:52:45,933 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_15.2': '2023年6月25日'}
+10.0.2.130 - - [30/Jun/2023 11:52:45] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:50,891] INFO in predict_qa_roberta: 5.617150691250572e-06
+2023-06-30 11:52:50,891 - predict_qa_roberta - INFO - 5.617150691250572e-06
+[2023-06-30 11:52:50,892] INFO in predict_qa_roberta: weihua_administration_8_sq_12.1
+2023-06-30 11:52:50,892 - predict_qa_roberta - INFO - weihua_administration_8_sq_12.1
+[2023-06-30 11:52:50,892] INFO in predict_qa_roberta: 5.560055456044211e-07
+2023-06-30 11:52:50,892 - predict_qa_roberta - INFO - 5.560055456044211e-07
+[2023-06-30 11:52:50,893] INFO in predict_qa_roberta: weihua_administration_8_sq_12.3
+2023-06-30 11:52:50,893 - predict_qa_roberta - INFO - weihua_administration_8_sq_12.3
+[2023-06-30 11:52:50,893] INFO in predict_qa_roberta: {'weihua_administration_8_sq_12.1': '税收完税证明', 'weihua_administration_8_sq_12.3': '2023年6月25日'}
+2023-06-30 11:52:50,893 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_12.1': '税收完税证明', 'weihua_administration_8_sq_12.3': '2023年6月25日'}
+10.0.2.130 - - [30/Jun/2023 11:52:50] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:51,359] INFO in predict_qa_roberta: 0.00019085487292613834
+2023-06-30 11:52:51,359 - predict_qa_roberta - INFO - 0.00019085487292613834
+[2023-06-30 11:52:51,360] INFO in predict_qa_roberta: weihua_administration_8_sq_9.2
+2023-06-30 11:52:51,360 - predict_qa_roberta - INFO - weihua_administration_8_sq_9.2
+[2023-06-30 11:52:51,360] INFO in predict_qa_roberta: 0.0006942302570678294
+2023-06-30 11:52:51,360 - predict_qa_roberta - INFO - 0.0006942302570678294
+[2023-06-30 11:52:51,361] INFO in predict_qa_roberta: weihua_administration_8_sq_9.1
+2023-06-30 11:52:51,361 - predict_qa_roberta - INFO - weihua_administration_8_sq_9.1
+[2023-06-30 11:52:51,362] INFO in predict_qa_roberta: {'weihua_administration_8_sq_9.2': '2023-06-01', 'weihua_administration_8_sq_9.1': '完税证明'}
+2023-06-30 11:52:51,362 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_9.2': '2023-06-01', 'weihua_administration_8_sq_9.1': '完税证明'}
+10.0.2.130 - - [30/Jun/2023 11:52:51] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 11:52:51,385] INFO in predict_qa_roberta: 7.671591362168328e-09
+2023-06-30 11:52:51,385 - predict_qa_roberta - INFO - 7.671591362168328e-09
+[2023-06-30 11:52:51,387] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-30 11:52:51,387 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-30 11:52:51,388] INFO in predict_qa_roberta: 7.240221293614013e-06
+2023-06-30 11:52:51,388 - predict_qa_roberta - INFO - 7.240221293614013e-06
+[2023-06-30 11:52:51,389] INFO in predict_qa_roberta: a_common_legalPerson_
+2023-06-30 11:52:51,389 - predict_qa_roberta - INFO - a_common_legalPerson_
+[2023-06-30 11:52:51,390] INFO in predict_qa_roberta: 0.06858953833580017
+2023-06-30 11:52:51,390 - predict_qa_roberta - INFO - 0.06858953833580017
+[2023-06-30 11:52:51,390] INFO in predict_qa_roberta: a_common_companyName_
+2023-06-30 11:52:51,390 - predict_qa_roberta - INFO - a_common_companyName_
+[2023-06-30 11:52:51,390] INFO in predict_qa_roberta: 0.00014845321129541844
+2023-06-30 11:52:51,390 - predict_qa_roberta - INFO - 0.00014845321129541844
+[2023-06-30 11:52:51,391] INFO in predict_qa_roberta: a_common_address_
+2023-06-30 11:52:51,391 - predict_qa_roberta - INFO - a_common_address_
+[2023-06-30 11:52:51,391] INFO in predict_qa_roberta: {'a_common_social_credit_code': '302023', 'a_common_legalPerson_': '湖北泰川新材料股份有限公司', 'a_common_companyName_': '湖北泰川新材料股份有限公司', 'a_common_address_': '湖北泰川新材料股份有限公司'}
+2023-06-30 11:52:51,391 - predict_qa_roberta - INFO - {'a_common_social_credit_code': '302023', 'a_common_legalPerson_': '湖北泰川新材料股份有限公司', 'a_common_companyName_': '湖北泰川新材料股份有限公司', 'a_common_address_': '湖北泰川新材料股份有限公司'}
+10.0.2.130 - - [30/Jun/2023 11:52:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:51,557] INFO in predict_qa_roberta: 2.620323357405141e-06
+2023-06-30 11:52:51,557 - predict_qa_roberta - INFO - 2.620323357405141e-06
+[2023-06-30 11:52:51,557] INFO in predict_qa_roberta: weihua_administration_8_sq_1.6
+2023-06-30 11:52:51,557 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.6
+[2023-06-30 11:52:51,557] INFO in predict_qa_roberta: 0.04880914464592934
+2023-06-30 11:52:51,557 - predict_qa_roberta - INFO - 0.04880914464592934
+[2023-06-30 11:52:51,557] INFO in predict_qa_roberta: weihua_administration_8_sq_1.5
+2023-06-30 11:52:51,557 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.5
+[2023-06-30 11:52:51,557] INFO in predict_qa_roberta: 0.2320767641067505
+2023-06-30 11:52:51,557 - predict_qa_roberta - INFO - 0.2320767641067505
+[2023-06-30 11:52:51,557] INFO in predict_qa_roberta: weihua_administration_8_sq_1.4
+2023-06-30 11:52:51,557 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.4
+[2023-06-30 11:52:51,557] INFO in predict_qa_roberta: {'weihua_administration_8_sq_1.6': '湖北泰川新材料股份有限公司', 'weihua_administration_8_sq_1.5': '湖北泰川新材料股份有限公司', 'weihua_administration_8_sq_1.4': '湖北泰川新材料股份有限公司'}
+2023-06-30 11:52:51,557 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_1.6': '湖北泰川新材料股份有限公司', 'weihua_administration_8_sq_1.5': '湖北泰川新材料股份有限公司', 'weihua_administration_8_sq_1.4': '湖北泰川新材料股份有限公司'}
+10.0.2.130 - - [30/Jun/2023 11:52:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:51,766] INFO in predict_qa_roberta: 5.5022195738274604e-05
+2023-06-30 11:52:51,766 - predict_qa_roberta - INFO - 5.5022195738274604e-05
+[2023-06-30 11:52:51,767] INFO in predict_qa_roberta: weihua_administration_8_sq_12.2
+2023-06-30 11:52:51,767 - predict_qa_roberta - INFO - weihua_administration_8_sq_12.2
+[2023-06-30 11:52:51,768] INFO in predict_qa_roberta: {'weihua_administration_8_sq_12.2': '申请许可范围备注目序'}
+2023-06-30 11:52:51,768 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_12.2': '申请许可范围备注目序'}
+10.0.2.130 - - [30/Jun/2023 11:52:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:52,389] INFO in predict_qa_roberta: 8.562059520045295e-05
+2023-06-30 11:52:52,389 - predict_qa_roberta - INFO - 8.562059520045295e-05
+[2023-06-30 11:52:52,391] INFO in predict_qa_roberta: weihua_administration_8_sq_9.3
+2023-06-30 11:52:52,391 - predict_qa_roberta - INFO - weihua_administration_8_sq_9.3
+[2023-06-30 11:52:52,392] INFO in predict_qa_roberta: 0.0004532565362751484
+2023-06-30 11:52:52,392 - predict_qa_roberta - INFO - 0.0004532565362751484
+[2023-06-30 11:52:52,393] INFO in predict_qa_roberta: weihua_administration_8_sq_9.4
+2023-06-30 11:52:52,393 - predict_qa_roberta - INFO - weihua_administration_8_sq_9.4
+[2023-06-30 11:52:52,394] INFO in predict_qa_roberta: {'weihua_administration_8_sq_9.3': '93人', 'weihua_administration_8_sq_9.4': '93人'}
+2023-06-30 11:52:52,394 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_9.3': '93人', 'weihua_administration_8_sq_9.4': '93人'}
+10.0.2.130 - - [30/Jun/2023 11:52:52] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 11:52:52,622] INFO in predict_qa_roberta: 0.027094323188066483
+2023-06-30 11:52:52,622 - predict_qa_roberta - INFO - 0.027094323188066483
+[2023-06-30 11:52:52,623] INFO in predict_qa_roberta: weihua_administration_8_sq_1.3
+2023-06-30 11:52:52,623 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.3
+[2023-06-30 11:52:52,624] INFO in predict_qa_roberta: 0.5855420827865601
+2023-06-30 11:52:52,624 - predict_qa_roberta - INFO - 0.5855420827865601
+[2023-06-30 11:52:52,624] INFO in predict_qa_roberta: weihua_administration_8_sq_1.2
+2023-06-30 11:52:52,624 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.2
+[2023-06-30 11:52:52,624] INFO in predict_qa_roberta: 0.8419872522354126
+2023-06-30 11:52:52,624 - predict_qa_roberta - INFO - 0.8419872522354126
+[2023-06-30 11:52:52,624] INFO in predict_qa_roberta: weihua_administration_8_sq_1.1
+2023-06-30 11:52:52,624 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.1
+[2023-06-30 11:52:52,625] INFO in predict_qa_roberta: {'weihua_administration_8_sq_1.3': '一路南生产', 'weihua_administration_8_sq_1.2': '黄军', 'weihua_administration_8_sq_1.1': '湖北泰川新材料股份有限公司'}
+2023-06-30 11:52:52,625 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_1.3': '一路南生产', 'weihua_administration_8_sq_1.2': '黄军', 'weihua_administration_8_sq_1.1': '湖北泰川新材料股份有限公司'}
+10.0.2.130 - - [30/Jun/2023 11:52:52] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 11:52:53,124] INFO in predict_qa_roberta: 2.620323357405141e-06
+2023-06-30 11:52:53,124 - predict_qa_roberta - INFO - 2.620323357405141e-06
+[2023-06-30 11:52:53,125] INFO in predict_qa_roberta: weihua_administration_8_sq_1.6
+2023-06-30 11:52:53,125 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.6
+[2023-06-30 11:52:53,125] INFO in predict_qa_roberta: 0.04880914464592934
+2023-06-30 11:52:53,125 - predict_qa_roberta - INFO - 0.04880914464592934
+[2023-06-30 11:52:53,125] INFO in predict_qa_roberta: weihua_administration_8_sq_1.5
+2023-06-30 11:52:53,125 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.5
+[2023-06-30 11:52:53,125] INFO in predict_qa_roberta: 0.2320767641067505
+2023-06-30 11:52:53,125 - predict_qa_roberta - INFO - 0.2320767641067505
+[2023-06-30 11:52:53,125] INFO in predict_qa_roberta: weihua_administration_8_sq_1.4
+2023-06-30 11:52:53,125 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.4
+[2023-06-30 11:52:53,125] INFO in predict_qa_roberta: {'weihua_administration_8_sq_1.6': '湖北泰川新材料股份有限公司', 'weihua_administration_8_sq_1.5': '湖北泰川新材料股份有限公司', 'weihua_administration_8_sq_1.4': '湖北泰川新材料股份有限公司'}
+2023-06-30 11:52:53,125 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_1.6': '湖北泰川新材料股份有限公司', 'weihua_administration_8_sq_1.5': '湖北泰川新材料股份有限公司', 'weihua_administration_8_sq_1.4': '湖北泰川新材料股份有限公司'}
+10.0.2.130 - - [30/Jun/2023 11:52:53] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:53,690] INFO in predict_qa_roberta: 0.027094323188066483
+2023-06-30 11:52:53,690 - predict_qa_roberta - INFO - 0.027094323188066483
+[2023-06-30 11:52:53,690] INFO in predict_qa_roberta: weihua_administration_8_sq_1.3
+2023-06-30 11:52:53,690 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.3
+[2023-06-30 11:52:53,691] INFO in predict_qa_roberta: 0.5855420827865601
+2023-06-30 11:52:53,691 - predict_qa_roberta - INFO - 0.5855420827865601
+[2023-06-30 11:52:53,691] INFO in predict_qa_roberta: weihua_administration_8_sq_1.2
+2023-06-30 11:52:53,691 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.2
+[2023-06-30 11:52:53,691] INFO in predict_qa_roberta: 0.8419872522354126
+2023-06-30 11:52:53,691 - predict_qa_roberta - INFO - 0.8419872522354126
+[2023-06-30 11:52:53,692] INFO in predict_qa_roberta: weihua_administration_8_sq_1.1
+2023-06-30 11:52:53,692 - predict_qa_roberta - INFO - weihua_administration_8_sq_1.1
+[2023-06-30 11:52:53,692] INFO in predict_qa_roberta: {'weihua_administration_8_sq_1.3': '一路南生产', 'weihua_administration_8_sq_1.2': '黄军', 'weihua_administration_8_sq_1.1': '湖北泰川新材料股份有限公司'}
+2023-06-30 11:52:53,692 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_1.3': '一路南生产', 'weihua_administration_8_sq_1.2': '黄军', 'weihua_administration_8_sq_1.1': '湖北泰川新材料股份有限公司'}
+10.0.2.130 - - [30/Jun/2023 11:52:53] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 11:52:53,839] INFO in predict_qa_roberta: 0.0011934175854548812
+2023-06-30 11:52:53,839 - predict_qa_roberta - INFO - 0.0011934175854548812
+[2023-06-30 11:52:53,839] INFO in predict_qa_roberta: weihua_administration_8_sq_15.2
+2023-06-30 11:52:53,839 - predict_qa_roberta - INFO - weihua_administration_8_sq_15.2
+[2023-06-30 11:52:53,840] INFO in predict_qa_roberta: {'weihua_administration_8_sq_15.2': '2022年7月27日至2025年7月26日'}
+2023-06-30 11:52:53,840 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_15.2': '2022年7月27日至2025年7月26日'}
+10.0.2.130 - - [30/Jun/2023 11:52:53] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 11:52:53,977] INFO in predict_qa_roberta: 0.0003232800227124244
+2023-06-30 11:52:53,977 - predict_qa_roberta - INFO - 0.0003232800227124244
+[2023-06-30 11:52:53,977] INFO in predict_qa_roberta: weihua_administration_8_sq_5.7
+2023-06-30 11:52:53,977 - predict_qa_roberta - INFO - weihua_administration_8_sq_5.7
+[2023-06-30 11:52:53,977] INFO in predict_qa_roberta: 2.686939296836499e-05
+2023-06-30 11:52:53,977 - predict_qa_roberta - INFO - 2.686939296836499e-05
+[2023-06-30 11:52:53,977] INFO in predict_qa_roberta: weihua_administration_8_sq_5.6
+2023-06-30 11:52:53,977 - predict_qa_roberta - INFO - weihua_administration_8_sq_5.6
+[2023-06-30 11:52:53,978] INFO in predict_qa_roberta: 0.08302617073059082
+2023-06-30 11:52:53,978 - predict_qa_roberta - INFO - 0.08302617073059082
+[2023-06-30 11:52:53,978] INFO in predict_qa_roberta: weihua_administration_8_sq_5.5
+2023-06-30 11:52:53,978 - predict_qa_roberta - INFO - weihua_administration_8_sq_5.5
+[2023-06-30 11:52:53,978] INFO in predict_qa_roberta: 0.0010955589823424816
+2023-06-30 11:52:53,978 - predict_qa_roberta - INFO - 0.0010955589823424816
+[2023-06-30 11:52:53,978] INFO in predict_qa_roberta: weihua_administration_8_sq_5.4
+2023-06-30 11:52:53,978 - predict_qa_roberta - INFO - weihua_administration_8_sq_5.4
+[2023-06-30 11:52:53,978] INFO in predict_qa_roberta: 0.5311242938041687
+2023-06-30 11:52:53,978 - predict_qa_roberta - INFO - 0.5311242938041687
+[2023-06-30 11:52:53,978] INFO in predict_qa_roberta: weihua_administration_8_sq_5.3
+2023-06-30 11:52:53,978 - predict_qa_roberta - INFO - weihua_administration_8_sq_5.3
+[2023-06-30 11:52:53,979] INFO in predict_qa_roberta: 0.001892444328404963
+2023-06-30 11:52:53,979 - predict_qa_roberta - INFO - 0.001892444328404963
+[2023-06-30 11:52:53,979] INFO in predict_qa_roberta: weihua_administration_8_sq_5.2
+2023-06-30 11:52:53,979 - predict_qa_roberta - INFO - weihua_administration_8_sq_5.2
+[2023-06-30 11:52:53,979] INFO in predict_qa_roberta: 6.15289624805726e-11
+2023-06-30 11:52:53,979 - predict_qa_roberta - INFO - 6.15289624805726e-11
+[2023-06-30 11:52:53,979] INFO in predict_qa_roberta: weihua_administration_8_sq_5.1
+2023-06-30 11:52:53,979 - predict_qa_roberta - INFO - weihua_administration_8_sq_5.1
+[2023-06-30 11:52:53,979] INFO in predict_qa_roberta: {'weihua_administration_8_sq_5.7': '黄参', 'weihua_administration_8_sq_5.6': '廖水根', 'weihua_administration_8_sq_5.5': '廖水根', 'weihua_administration_8_sq_5.4': '注册安全工程师', 'weihua_administration_8_sq_5.3': '廖水根、漆小华及陈永忠', 'weihua_administration_8_sq_5.2': '廖水根、漆小华及陈永忠', 'weihua_administration_8_sq_5.1': '2022年12月1日'}
+2023-06-30 11:52:53,979 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_5.7': '黄参', 'weihua_administration_8_sq_5.6': '廖水根', 'weihua_administration_8_sq_5.5': '廖水根', 'weihua_administration_8_sq_5.4': '注册安全工程师', 'weihua_administration_8_sq_5.3': '廖水根、漆小华及陈永忠', 'weihua_administration_8_sq_5.2': '廖水根、漆小华及陈永忠', 'weihua_administration_8_sq_5.1': '2022年12月1日'}
+10.0.2.130 - - [30/Jun/2023 11:52:53] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:55,209] INFO in predict_qa_roberta: 1.1485188224469312e-05
+2023-06-30 11:52:55,209 - predict_qa_roberta - INFO - 1.1485188224469312e-05
+[2023-06-30 11:52:55,209] INFO in predict_qa_roberta: weihua_administration_8_sq_6.1
+2023-06-30 11:52:55,209 - predict_qa_roberta - INFO - weihua_administration_8_sq_6.1
+[2023-06-30 11:52:55,209] INFO in predict_qa_roberta: {'weihua_administration_8_sq_6.1': '安全生产管理委员会'}
+2023-06-30 11:52:55,209 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_6.1': '安全生产管理委员会'}
+10.0.2.130 - - [30/Jun/2023 11:52:55] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 11:52:55,223] INFO in predict_qa_roberta: 2.8276342618482886e-06
+2023-06-30 11:52:55,223 - predict_qa_roberta - INFO - 2.8276342618482886e-06
+[2023-06-30 11:52:55,223] INFO in predict_qa_roberta: weihua_administration_8_sq_14.3
+2023-06-30 11:52:55,223 - predict_qa_roberta - INFO - weihua_administration_8_sq_14.3
+[2023-06-30 11:52:55,224] INFO in predict_qa_roberta: 6.360791303450242e-05
+2023-06-30 11:52:55,224 - predict_qa_roberta - INFO - 6.360791303450242e-05
+[2023-06-30 11:52:55,224] INFO in predict_qa_roberta: weihua_administration_8_sq_14.2
+2023-06-30 11:52:55,224 - predict_qa_roberta - INFO - weihua_administration_8_sq_14.2
+[2023-06-30 11:52:55,224] INFO in predict_qa_roberta: 7.508447743020952e-05
+2023-06-30 11:52:55,224 - predict_qa_roberta - INFO - 7.508447743020952e-05
+[2023-06-30 11:52:55,224] INFO in predict_qa_roberta: weihua_administration_8_sq_14.1
+2023-06-30 11:52:55,224 - predict_qa_roberta - INFO - weihua_administration_8_sq_14.1
+[2023-06-30 11:52:55,224] INFO in predict_qa_roberta: {'weihua_administration_8_sq_14.3': '符合要求12项', 'weihua_administration_8_sq_14.2': '黄泽为心， 赵血毒、降癌意神吴信', 'weihua_administration_8_sq_14.1': '同 意竣工验收'}
+2023-06-30 11:52:55,224 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_14.3': '符合要求12项', 'weihua_administration_8_sq_14.2': '黄泽为心， 赵血毒、降癌意神吴信', 'weihua_administration_8_sq_14.1': '同 意竣工验收'}
+10.0.2.130 - - [30/Jun/2023 11:52:55] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:57,468] INFO in predict_qa_roberta: 3.8123071366413797e-10
+2023-06-30 11:52:57,468 - predict_qa_roberta - INFO - 3.8123071366413797e-10
+[2023-06-30 11:52:57,468] INFO in predict_qa_roberta: weihua_administration_8_sq_2.8
+2023-06-30 11:52:57,468 - predict_qa_roberta - INFO - weihua_administration_8_sq_2.8
+[2023-06-30 11:52:57,468] INFO in predict_qa_roberta: {'weihua_administration_8_sq_2.8': '★'}
+2023-06-30 11:52:57,468 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_2.8': '★'}
+10.0.2.130 - - [30/Jun/2023 11:52:57] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:52:59,391] INFO in predict_qa_roberta: 0.0003305113932583481
+2023-06-30 11:52:59,391 - predict_qa_roberta - INFO - 0.0003305113932583481
+[2023-06-30 11:52:59,392] INFO in predict_qa_roberta: weihua_administration_8_sq_3.2
+2023-06-30 11:52:59,392 - predict_qa_roberta - INFO - weihua_administration_8_sq_3.2
+[2023-06-30 11:52:59,392] INFO in predict_qa_roberta: {'weihua_administration_8_sq_3.2': '甲醛生产操作、工艺技术规程'}
+2023-06-30 11:52:59,392 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_3.2': '甲醛生产操作、工艺技术规程'}
+10.0.2.130 - - [30/Jun/2023 11:52:59] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 11:53:03,784] INFO in predict_qa_roberta: 3.7264204166831405e-08
+2023-06-30 11:53:03,784 - predict_qa_roberta - INFO - 3.7264204166831405e-08
+[2023-06-30 11:53:03,784] INFO in predict_qa_roberta: weihua_administration_8_sq_16.3
+2023-06-30 11:53:03,784 - predict_qa_roberta - INFO - weihua_administration_8_sq_16.3
+[2023-06-30 11:53:03,784] INFO in predict_qa_roberta: 3.670381332199213e-09
+2023-06-30 11:53:03,784 - predict_qa_roberta - INFO - 3.670381332199213e-09
+[2023-06-30 11:53:03,784] INFO in predict_qa_roberta: weihua_administration_8_sq_16.2
+2023-06-30 11:53:03,784 - predict_qa_roberta - INFO - weihua_administration_8_sq_16.2
+[2023-06-30 11:53:03,784] INFO in predict_qa_roberta: {'weihua_administration_8_sq_16.3': '2025-06-23前进行复审', 'weihua_administration_8_sq_16.2': 'aen'}
+2023-06-30 11:53:03,784 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_16.3': '2025-06-23前进行复审', 'weihua_administration_8_sq_16.2': 'aen'}
+10.0.2.130 - - [30/Jun/2023 11:53:03] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 11:53:05,479] INFO in predict_qa_roberta: 3.8123071366413797e-10
+2023-06-30 11:53:05,479 - predict_qa_roberta - INFO - 3.8123071366413797e-10
+[2023-06-30 11:53:05,479] INFO in predict_qa_roberta: weihua_administration_8_sq_4.2
+2023-06-30 11:53:05,479 - predict_qa_roberta - INFO - weihua_administration_8_sq_4.2
+[2023-06-30 11:53:05,479] INFO in predict_qa_roberta: {'weihua_administration_8_sq_4.2': '★'}
+2023-06-30 11:53:05,479 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_4.2': '★'}
+10.0.2.130 - - [30/Jun/2023 11:53:05] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 11:53:07,821] INFO in predict_qa_roberta: 0.00017284114437643439
+2023-06-30 11:53:07,821 - predict_qa_roberta - INFO - 0.00017284114437643439
+[2023-06-30 11:53:07,822] INFO in predict_qa_roberta: weihua_administration_8_sq_13.4
+2023-06-30 11:53:07,822 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.4
+[2023-06-30 11:53:07,822] INFO in predict_qa_roberta: 0.01715182140469551
+2023-06-30 11:53:07,822 - predict_qa_roberta - INFO - 0.01715182140469551
+[2023-06-30 11:53:07,822] INFO in predict_qa_roberta: weihua_administration_8_sq_13.3
+2023-06-30 11:53:07,822 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.3
+[2023-06-30 11:53:07,822] INFO in predict_qa_roberta: 0.6593406200408936
+2023-06-30 11:53:07,822 - predict_qa_roberta - INFO - 0.6593406200408936
+[2023-06-30 11:53:07,823] INFO in predict_qa_roberta: weihua_administration_8_sq_13.2
+2023-06-30 11:53:07,823 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.2
+[2023-06-30 11:53:07,823] INFO in predict_qa_roberta: 0.00015478038403671235
+2023-06-30 11:53:07,823 - predict_qa_roberta - INFO - 0.00015478038403671235
+[2023-06-30 11:53:07,823] INFO in predict_qa_roberta: weihua_administration_8_sq_13.1
+2023-06-30 11:53:07,823 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.1
+[2023-06-30 11:53:07,823] INFO in predict_qa_roberta: 0.7392705678939819
+2023-06-30 11:53:07,823 - predict_qa_roberta - INFO - 0.7392705678939819
+[2023-06-30 11:53:07,824] INFO in predict_qa_roberta: weihua_administration_8_sq_13.8
+2023-06-30 11:53:07,824 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.8
+[2023-06-30 11:53:07,824] INFO in predict_qa_roberta: 3.371704224264249e-05
+2023-06-30 11:53:07,824 - predict_qa_roberta - INFO - 3.371704224264249e-05
+[2023-06-30 11:53:07,824] INFO in predict_qa_roberta: weihua_administration_8_sq_13.7
+2023-06-30 11:53:07,824 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.7
+[2023-06-30 11:53:07,824] INFO in predict_qa_roberta: 0.0027631130069494247
+2023-06-30 11:53:07,824 - predict_qa_roberta - INFO - 0.0027631130069494247
+[2023-06-30 11:53:07,824] INFO in predict_qa_roberta: weihua_administration_8_sq_13.6
+2023-06-30 11:53:07,824 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.6
+[2023-06-30 11:53:07,825] INFO in predict_qa_roberta: 0.04986422136425972
+2023-06-30 11:53:07,825 - predict_qa_roberta - INFO - 0.04986422136425972
+[2023-06-30 11:53:07,825] INFO in predict_qa_roberta: weihua_administration_8_sq_13.5
+2023-06-30 11:53:07,825 - predict_qa_roberta - INFO - weihua_administration_8_sq_13.5
+[2023-06-30 11:53:07,825] INFO in predict_qa_roberta: {'weihua_administration_8_sq_13.4': '真实有效 无异议', 'weihua_administration_8_sq_13.3': '从业登 记编号签字', 'weihua_administration_8_sq_13.2': '2025 年 09 月10 日', 'weihua_administration_8_sq_13.1': '建设单位公章', 'weihua_administration_8_sq_13.8': '王志芹', 'weihua_administration_8_sq_13.7': '武汉先思科技有限公司', 'weihua_administration_8_sq_13.6': '第十章', 'weihua_administration_8_sq_13.5': '夏红玉0800000000104182m'}
+2023-06-30 11:53:07,825 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_13.4': '真实有效 无异议', 'weihua_administration_8_sq_13.3': '从业登 记编号签字', 'weihua_administration_8_sq_13.2': '2025 年 09 月10 日', 'weihua_administration_8_sq_13.1': '建设单位公章', 'weihua_administration_8_sq_13.8': '王志芹', 'weihua_administration_8_sq_13.7': '武汉先思科技有限公司', 'weihua_administration_8_sq_13.6': '第十章', 'weihua_administration_8_sq_13.5': '夏红玉0800000000104182m'}
+10.0.2.130 - - [30/Jun/2023 11:53:07] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 11:53:08,489] INFO in predict_qa_roberta: 2.2032814740668982e-05
+2023-06-30 11:53:08,489 - predict_qa_roberta - INFO - 2.2032814740668982e-05
+[2023-06-30 11:53:08,490] INFO in predict_qa_roberta: weihua_administration_8_sq_10.3
+2023-06-30 11:53:08,490 - predict_qa_roberta - INFO - weihua_administration_8_sq_10.3
+[2023-06-30 11:53:08,490] INFO in predict_qa_roberta: 1.6289264749502763e-05
+2023-06-30 11:53:08,490 - predict_qa_roberta - INFO - 1.6289264749502763e-05
+[2023-06-30 11:53:08,490] INFO in predict_qa_roberta: weihua_administration_8_sq_10.2
+2023-06-30 11:53:08,490 - predict_qa_roberta - INFO - weihua_administration_8_sq_10.2
+[2023-06-30 11:53:08,490] INFO in predict_qa_roberta: 1.0002101589634549e-05
+2023-06-30 11:53:08,490 - predict_qa_roberta - INFO - 1.0002101589634549e-05
+[2023-06-30 11:53:08,490] INFO in predict_qa_roberta: weihua_administration_8_sq_10.1
+2023-06-30 11:53:08,490 - predict_qa_roberta - INFO - weihua_administration_8_sq_10.1
+[2023-06-30 11:53:08,490] INFO in predict_qa_roberta: 0.00018140381143894047
+2023-06-30 11:53:08,490 - predict_qa_roberta - INFO - 0.00018140381143894047
+[2023-06-30 11:53:08,490] INFO in predict_qa_roberta: weihua_administration_8_sq_10.4
+2023-06-30 11:53:08,490 - predict_qa_roberta - INFO - weihua_administration_8_sq_10.4
+[2023-06-30 11:53:08,491] INFO in predict_qa_roberta: {'weihua_administration_8_sq_10.3': '应急处置R', 'weihua_administration_8_sq_10.2': '2', 'weihua_administration_8_sq_10.1': 'R', 'weihua_administration_8_sq_10.4': '2'}
+2023-06-30 11:53:08,491 - predict_qa_roberta - INFO - {'weihua_administration_8_sq_10.3': '应急处置R', 'weihua_administration_8_sq_10.2': '2', 'weihua_administration_8_sq_10.1': 'R', 'weihua_administration_8_sq_10.4': '2'}
+10.0.2.130 - - [30/Jun/2023 11:53:08] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:21:27,823] INFO in predict_qa_roberta: 3.939867028002024e-15
+2023-06-30 14:21:27,823 - predict_qa_roberta - INFO - 3.939867028002024e-15
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: mining_administration_10_yq_5.6
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - mining_administration_10_yq_5.6
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: 8.682584282421906e-16
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - 8.682584282421906e-16
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: mining_administration_10_yq_5.3
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - mining_administration_10_yq_5.3
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: 2.7298730513109675e-15
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - 2.7298730513109675e-15
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: mining_administration_10_yq_5.2
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - mining_administration_10_yq_5.2
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: 3.089754480709744e-15
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - 3.089754480709744e-15
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: mining_administration_10_yq_5.5
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - mining_administration_10_yq_5.5
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: 2.451555389018623e-15
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - 2.451555389018623e-15
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: mining_administration_10_yq_5.4
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - mining_administration_10_yq_5.4
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: 2.1167615932098614e-15
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - 2.1167615932098614e-15
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: mining_administration_10_yq_5.1
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - mining_administration_10_yq_5.1
+[2023-06-30 14:21:27,824] INFO in predict_qa_roberta: {'mining_administration_10_yq_5.6': '任命书', 'mining_administration_10_yq_5.3': '任命书', 'mining_administration_10_yq_5.2': '任命书', 'mining_administration_10_yq_5.5': '任命书', 'mining_administration_10_yq_5.4': '任命书', 'mining_administration_10_yq_5.1': '任命书'}
+2023-06-30 14:21:27,824 - predict_qa_roberta - INFO - {'mining_administration_10_yq_5.6': '任命书', 'mining_administration_10_yq_5.3': '任命书', 'mining_administration_10_yq_5.2': '任命书', 'mining_administration_10_yq_5.5': '任命书', 'mining_administration_10_yq_5.4': '任命书', 'mining_administration_10_yq_5.1': '任命书'}
+10.0.2.130 - - [30/Jun/2023 14:21:27] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:21:38,217] INFO in predict_qa_roberta: 0.08974810689687729
+2023-06-30 14:21:38,217 - predict_qa_roberta - INFO - 0.08974810689687729
+[2023-06-30 14:21:38,217] INFO in predict_qa_roberta: mining_administration_10_yq_7.5
+2023-06-30 14:21:38,217 - predict_qa_roberta - INFO - mining_administration_10_yq_7.5
+[2023-06-30 14:21:38,218] INFO in predict_qa_roberta: 0.039305180311203
+2023-06-30 14:21:38,218 - predict_qa_roberta - INFO - 0.039305180311203
+[2023-06-30 14:21:38,218] INFO in predict_qa_roberta: mining_administration_10_yq_7.4
+2023-06-30 14:21:38,218 - predict_qa_roberta - INFO - mining_administration_10_yq_7.4
+[2023-06-30 14:21:38,218] INFO in predict_qa_roberta: 0.039305180311203
+2023-06-30 14:21:38,218 - predict_qa_roberta - INFO - 0.039305180311203
+[2023-06-30 14:21:38,218] INFO in predict_qa_roberta: mining_administration_10_yq_7.3
+2023-06-30 14:21:38,218 - predict_qa_roberta - INFO - mining_administration_10_yq_7.3
+[2023-06-30 14:21:38,218] INFO in predict_qa_roberta: 0.008962812833487988
+2023-06-30 14:21:38,218 - predict_qa_roberta - INFO - 0.008962812833487988
+[2023-06-30 14:21:38,218] INFO in predict_qa_roberta: mining_administration_10_yq_7.2
+2023-06-30 14:21:38,218 - predict_qa_roberta - INFO - mining_administration_10_yq_7.2
+[2023-06-30 14:21:38,218] INFO in predict_qa_roberta: {'mining_administration_10_yq_7.5': '2017.10.31', 'mining_administration_10_yq_7.4': '2017.10.31', 'mining_administration_10_yq_7.3': '2017.10.31', 'mining_administration_10_yq_7.2': '请在期满前60日内复审或者换证'}
+2023-06-30 14:21:38,218 - predict_qa_roberta - INFO - {'mining_administration_10_yq_7.5': '2017.10.31', 'mining_administration_10_yq_7.4': '2017.10.31', 'mining_administration_10_yq_7.3': '2017.10.31', 'mining_administration_10_yq_7.2': '请在期满前60日内复审或者换证'}
+10.0.2.130 - - [30/Jun/2023 14:21:38] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:23:41,426] INFO in predict_qa_roberta: 0.04347970709204674
+2023-06-30 14:23:41,426 - predict_qa_roberta - INFO - 0.04347970709204674
+[2023-06-30 14:23:41,427] INFO in predict_qa_roberta: mining_administration_10_yq_6.5
+2023-06-30 14:23:41,427 - predict_qa_roberta - INFO - mining_administration_10_yq_6.5
+[2023-06-30 14:23:41,428] INFO in predict_qa_roberta: 0.5043389797210693
+2023-06-30 14:23:41,428 - predict_qa_roberta - INFO - 0.5043389797210693
+[2023-06-30 14:23:41,428] INFO in predict_qa_roberta: mining_administration_10_yq_6.2
+2023-06-30 14:23:41,428 - predict_qa_roberta - INFO - mining_administration_10_yq_6.2
+[2023-06-30 14:23:41,429] INFO in predict_qa_roberta: 7.363159511442063e-06
+2023-06-30 14:23:41,429 - predict_qa_roberta - INFO - 7.363159511442063e-06
+[2023-06-30 14:23:41,430] INFO in predict_qa_roberta: mining_administration_10_yq_6.1
+2023-06-30 14:23:41,430 - predict_qa_roberta - INFO - mining_administration_10_yq_6.1
+[2023-06-30 14:23:41,430] INFO in predict_qa_roberta: 0.006206241436302662
+2023-06-30 14:23:41,430 - predict_qa_roberta - INFO - 0.006206241436302662
+[2023-06-30 14:23:41,431] INFO in predict_qa_roberta: mining_administration_10_yq_6.3
+2023-06-30 14:23:41,431 - predict_qa_roberta - INFO - mining_administration_10_yq_6.3
+[2023-06-30 14:23:41,431] INFO in predict_qa_roberta: {'mining_administration_10_yq_6.5': '2023-09-26', 'mining_administration_10_yq_6.2': '赵训宏', 'mining_administration_10_yq_6.1': '具有同等法律效力。', 'mining_administration_10_yq_6.3': '初领日期'}
+2023-06-30 14:23:41,431 - predict_qa_roberta - INFO - {'mining_administration_10_yq_6.5': '2023-09-26', 'mining_administration_10_yq_6.2': '赵训宏', 'mining_administration_10_yq_6.1': '具有同等法律效力。', 'mining_administration_10_yq_6.3': '初领日期'}
+10.0.2.130 - - [30/Jun/2023 14:23:41] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 14:23:42,997] INFO in predict_qa_roberta: 0.06577601283788681
+2023-06-30 14:23:42,997 - predict_qa_roberta - INFO - 0.06577601283788681
+[2023-06-30 14:23:42,997] INFO in predict_qa_roberta: mining_administration_10_yq_1.5
+2023-06-30 14:23:42,997 - predict_qa_roberta - INFO - mining_administration_10_yq_1.5
+[2023-06-30 14:23:42,998] INFO in predict_qa_roberta: 0.0004471850406844169
+2023-06-30 14:23:42,998 - predict_qa_roberta - INFO - 0.0004471850406844169
+[2023-06-30 14:23:42,998] INFO in predict_qa_roberta: mining_administration_10_yq_1.7
+2023-06-30 14:23:42,998 - predict_qa_roberta - INFO - mining_administration_10_yq_1.7
+[2023-06-30 14:23:42,999] INFO in predict_qa_roberta: 0.0006146677769720554
+2023-06-30 14:23:42,999 - predict_qa_roberta - INFO - 0.0006146677769720554
+[2023-06-30 14:23:42,999] INFO in predict_qa_roberta: mining_administration_10_yq_1.6
+2023-06-30 14:23:42,999 - predict_qa_roberta - INFO - mining_administration_10_yq_1.6
+[2023-06-30 14:23:42,999] INFO in predict_qa_roberta: 3.343636853969656e-05
+2023-06-30 14:23:42,999 - predict_qa_roberta - INFO - 3.343636853969656e-05
+[2023-06-30 14:23:42,999] INFO in predict_qa_roberta: mining_administration_10_yq_1.8
+2023-06-30 14:23:42,999 - predict_qa_roberta - INFO - mining_administration_10_yq_1.8
+[2023-06-30 14:23:42,999] INFO in predict_qa_roberta: {'mining_administration_10_yq_1.5': '武汉博汇油田工程服务有限公司', 'mining_administration_10_yq_1.7': '第2幢22层10号', 'mining_administration_10_yq_1.6': '赵训宏', 'mining_administration_10_yq_1.8': '经营范围'}
+2023-06-30 14:23:42,999 - predict_qa_roberta - INFO - {'mining_administration_10_yq_1.5': '武汉博汇油田工程服务有限公司', 'mining_administration_10_yq_1.7': '第2幢22层10号', 'mining_administration_10_yq_1.6': '赵训宏', 'mining_administration_10_yq_1.8': '经营范围'}
+10.0.2.130 - - [30/Jun/2023 14:23:43] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 14:23:43,076] INFO in predict_qa_roberta: 0.2555151879787445
+2023-06-30 14:23:43,076 - predict_qa_roberta - INFO - 0.2555151879787445
+[2023-06-30 14:23:43,076] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-30 14:23:43,076 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-30 14:23:43,076] INFO in predict_qa_roberta: 0.953069269657135
+2023-06-30 14:23:43,076 - predict_qa_roberta - INFO - 0.953069269657135
+[2023-06-30 14:23:43,076] INFO in predict_qa_roberta: a_common_legalPerson_
+2023-06-30 14:23:43,076 - predict_qa_roberta - INFO - a_common_legalPerson_
+[2023-06-30 14:23:43,077] INFO in predict_qa_roberta: 0.05798924341797829
+2023-06-30 14:23:43,077 - predict_qa_roberta - INFO - 0.05798924341797829
+[2023-06-30 14:23:43,077] INFO in predict_qa_roberta: a_common_companyName_
+2023-06-30 14:23:43,077 - predict_qa_roberta - INFO - a_common_companyName_
+[2023-06-30 14:23:43,077] INFO in predict_qa_roberta: 2.286277594976127e-05
+2023-06-30 14:23:43,077 - predict_qa_roberta - INFO - 2.286277594976127e-05
+[2023-06-30 14:23:43,077] INFO in predict_qa_roberta: a_common_address_
+2023-06-30 14:23:43,077 - predict_qa_roberta - INFO - a_common_address_
+[2023-06-30 14:23:43,077] INFO in predict_qa_roberta: {'a_common_social_credit_code': '座', 'a_common_legalPerson_': '赵训宏', 'a_common_companyName_': '武汉博汇油田工程服务有限公司', 'a_common_address_': '22层10号'}
+2023-06-30 14:23:43,077 - predict_qa_roberta - INFO - {'a_common_social_credit_code': '座', 'a_common_legalPerson_': '赵训宏', 'a_common_companyName_': '武汉博汇油田工程服务有限公司', 'a_common_address_': '22层10号'}
+10.0.2.130 - - [30/Jun/2023 14:23:43] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:23:46,112] INFO in predict_qa_roberta: 5.730517500524002e-07
+2023-06-30 14:23:46,112 - predict_qa_roberta - INFO - 5.730517500524002e-07
+[2023-06-30 14:23:46,113] INFO in predict_qa_roberta: mining_administration_10_yq_2.1
+2023-06-30 14:23:46,113 - predict_qa_roberta - INFO - mining_administration_10_yq_2.1
+[2023-06-30 14:23:46,113] INFO in predict_qa_roberta: 4.854418511968106e-05
+2023-06-30 14:23:46,113 - predict_qa_roberta - INFO - 4.854418511968106e-05
+[2023-06-30 14:23:46,113] INFO in predict_qa_roberta: mining_administration_10_yq_2.4
+2023-06-30 14:23:46,113 - predict_qa_roberta - INFO - mining_administration_10_yq_2.4
+[2023-06-30 14:23:46,113] INFO in predict_qa_roberta: 6.757119876965589e-07
+2023-06-30 14:23:46,113 - predict_qa_roberta - INFO - 6.757119876965589e-07
+[2023-06-30 14:23:46,113] INFO in predict_qa_roberta: mining_administration_10_yq_2.3
+2023-06-30 14:23:46,113 - predict_qa_roberta - INFO - mining_administration_10_yq_2.3
+[2023-06-30 14:23:46,114] INFO in predict_qa_roberta: {'mining_administration_10_yq_2.1': '行政审批的货物和术进出合除外', 'mining_administration_10_yq_2.4': '2014年9月10日', 'mining_administration_10_yq_2.3': '2014年9月10日'}
+2023-06-30 14:23:46,114 - predict_qa_roberta - INFO - {'mining_administration_10_yq_2.1': '行政审批的货物和术进出合除外', 'mining_administration_10_yq_2.4': '2014年9月10日', 'mining_administration_10_yq_2.3': '2014年9月10日'}
+10.0.2.130 - - [30/Jun/2023 14:23:46] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:23:46,670] INFO in predict_qa_roberta: 1.809158933774313e-09
+2023-06-30 14:23:46,670 - predict_qa_roberta - INFO - 1.809158933774313e-09
+[2023-06-30 14:23:46,670] INFO in predict_qa_roberta: mining_administration_10_yq_9.5
+2023-06-30 14:23:46,670 - predict_qa_roberta - INFO - mining_administration_10_yq_9.5
+[2023-06-30 14:23:46,671] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.5': '一'}
+2023-06-30 14:23:46,671 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.5': '一'}
+10.0.2.130 - - [30/Jun/2023 14:23:46] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:23:47,028] INFO in predict_qa_roberta: 1.809158933774313e-09
+2023-06-30 14:23:47,028 - predict_qa_roberta - INFO - 1.809158933774313e-09
+[2023-06-30 14:23:47,029] INFO in predict_qa_roberta: mining_administration_10_yq_9.5
+2023-06-30 14:23:47,029 - predict_qa_roberta - INFO - mining_administration_10_yq_9.5
+[2023-06-30 14:23:47,030] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.5': '一'}
+2023-06-30 14:23:47,030 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.5': '一'}
+10.0.2.130 - - [30/Jun/2023 14:23:47] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:23:47,252] INFO in predict_qa_roberta: 1.809158933774313e-09
+2023-06-30 14:23:47,252 - predict_qa_roberta - INFO - 1.809158933774313e-09
+[2023-06-30 14:23:47,252] INFO in predict_qa_roberta: mining_administration_10_yq_9.5
+2023-06-30 14:23:47,252 - predict_qa_roberta - INFO - mining_administration_10_yq_9.5
+[2023-06-30 14:23:47,252] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.5': '一'}
+2023-06-30 14:23:47,252 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.5': '一'}
+10.0.2.130 - - [30/Jun/2023 14:23:47] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:23:48,446] INFO in predict_qa_roberta: 0.01627694070339203
+2023-06-30 14:23:48,446 - predict_qa_roberta - INFO - 0.01627694070339203
+[2023-06-30 14:23:48,446] INFO in predict_qa_roberta: mining_administration_10_yq_9.4
+2023-06-30 14:23:48,446 - predict_qa_roberta - INFO - mining_administration_10_yq_9.4
+[2023-06-30 14:23:48,446] INFO in predict_qa_roberta: 0.012217728421092033
+2023-06-30 14:23:48,446 - predict_qa_roberta - INFO - 0.012217728421092033
+[2023-06-30 14:23:48,447] INFO in predict_qa_roberta: mining_administration_10_yq_9.1
+2023-06-30 14:23:48,447 - predict_qa_roberta - INFO - mining_administration_10_yq_9.1
+[2023-06-30 14:23:48,447] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.4': '失业', 'mining_administration_10_yq_9.1': '2023-05-01至2023-05-31'}
+2023-06-30 14:23:48,447 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.4': '失业', 'mining_administration_10_yq_9.1': '2023-05-01至2023-05-31'}
+10.0.2.130 - - [30/Jun/2023 14:23:48] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 14:23:48,689] INFO in predict_qa_roberta: 0.01627694070339203
+2023-06-30 14:23:48,689 - predict_qa_roberta - INFO - 0.01627694070339203
+[2023-06-30 14:23:48,689] INFO in predict_qa_roberta: mining_administration_10_yq_9.4
+2023-06-30 14:23:48,689 - predict_qa_roberta - INFO - mining_administration_10_yq_9.4
+[2023-06-30 14:23:48,690] INFO in predict_qa_roberta: 0.012217728421092033
+2023-06-30 14:23:48,690 - predict_qa_roberta - INFO - 0.012217728421092033
+[2023-06-30 14:23:48,690] INFO in predict_qa_roberta: mining_administration_10_yq_9.1
+2023-06-30 14:23:48,690 - predict_qa_roberta - INFO - mining_administration_10_yq_9.1
+[2023-06-30 14:23:48,690] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.4': '失业', 'mining_administration_10_yq_9.1': '2023-05-01至2023-05-31'}
+2023-06-30 14:23:48,690 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.4': '失业', 'mining_administration_10_yq_9.1': '2023-05-01至2023-05-31'}
+10.0.2.130 - - [30/Jun/2023 14:23:48] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 14:23:48,899] INFO in predict_qa_roberta: 0.01627694070339203
+2023-06-30 14:23:48,899 - predict_qa_roberta - INFO - 0.01627694070339203
+[2023-06-30 14:23:48,900] INFO in predict_qa_roberta: mining_administration_10_yq_9.4
+2023-06-30 14:23:48,900 - predict_qa_roberta - INFO - mining_administration_10_yq_9.4
+[2023-06-30 14:23:48,900] INFO in predict_qa_roberta: 0.012217728421092033
+2023-06-30 14:23:48,900 - predict_qa_roberta - INFO - 0.012217728421092033
+[2023-06-30 14:23:48,900] INFO in predict_qa_roberta: mining_administration_10_yq_9.1
+2023-06-30 14:23:48,900 - predict_qa_roberta - INFO - mining_administration_10_yq_9.1
+[2023-06-30 14:23:48,900] INFO in predict_qa_roberta: {'mining_administration_10_yq_9.4': '失业', 'mining_administration_10_yq_9.1': '2023-05-01至2023-05-31'}
+2023-06-30 14:23:48,900 - predict_qa_roberta - INFO - {'mining_administration_10_yq_9.4': '失业', 'mining_administration_10_yq_9.1': '2023-05-01至2023-05-31'}
+10.0.2.130 - - [30/Jun/2023 14:23:48] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 14:23:51,101] INFO in predict_qa_roberta: 0.9629715085029602
+2023-06-30 14:23:51,101 - predict_qa_roberta - INFO - 0.9629715085029602
+[2023-06-30 14:23:51,102] INFO in predict_qa_roberta: mining_administration_10_yq_2.2
+2023-06-30 14:23:51,102 - predict_qa_roberta - INFO - mining_administration_10_yq_2.2
+[2023-06-30 14:23:51,102] INFO in predict_qa_roberta: {'mining_administration_10_yq_2.2': '安全生产许可证'}
+2023-06-30 14:23:51,102 - predict_qa_roberta - INFO - {'mining_administration_10_yq_2.2': '安全生产许可证'}
+10.0.2.130 - - [30/Jun/2023 14:23:51] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:23:52,407] INFO in predict_qa_roberta: 0.0014086338924244046
+2023-06-30 14:23:52,407 - predict_qa_roberta - INFO - 0.0014086338924244046
+[2023-06-30 14:23:52,408] INFO in predict_qa_roberta: mining_administration_10_yq_3.2
+2023-06-30 14:23:52,408 - predict_qa_roberta - INFO - mining_administration_10_yq_3.2
+[2023-06-30 14:23:52,408] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.2': '武汉博汇油田工程服务有限公司'}
+2023-06-30 14:23:52,408 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.2': '武汉博汇油田工程服务有限公司'}
+10.0.2.130 - - [30/Jun/2023 14:23:52] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:23:56,324] INFO in predict_qa_roberta: 0.9776368141174316
+2023-06-30 14:23:56,324 - predict_qa_roberta - INFO - 0.9776368141174316
+[2023-06-30 14:23:56,325] INFO in predict_qa_roberta: mining_administration_10_yq_3.3
+2023-06-30 14:23:56,325 - predict_qa_roberta - INFO - mining_administration_10_yq_3.3
+[2023-06-30 14:23:56,325] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.3': '安全生产许可证'}
+2023-06-30 14:23:56,325 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.3': '安全生产许可证'}
+10.0.2.130 - - [30/Jun/2023 14:23:56] "POST /qarob HTTP/1.0" 200 -
+[2023-06-30 14:24:04,847] INFO in predict_qa_roberta: 0.8149392604827881
+2023-06-30 14:24:04,847 - predict_qa_roberta - INFO - 0.8149392604827881
+[2023-06-30 14:24:04,848] INFO in predict_qa_roberta: mining_administration_10_yq_1.9
+2023-06-30 14:24:04,848 - predict_qa_roberta - INFO - mining_administration_10_yq_1.9
+[2023-06-30 14:24:04,848] INFO in predict_qa_roberta: 0.0014499755343422294
+2023-06-30 14:24:04,848 - predict_qa_roberta - INFO - 0.0014499755343422294
+[2023-06-30 14:24:04,848] INFO in predict_qa_roberta: mining_administration_10_yq_1.16
+2023-06-30 14:24:04,848 - predict_qa_roberta - INFO - mining_administration_10_yq_1.16
+[2023-06-30 14:24:04,848] INFO in predict_qa_roberta: 0.011999781243503094
+2023-06-30 14:24:04,848 - predict_qa_roberta - INFO - 0.011999781243503094
+[2023-06-30 14:24:04,849] INFO in predict_qa_roberta: mining_administration_10_yq_1.15
+2023-06-30 14:24:04,849 - predict_qa_roberta - INFO - mining_administration_10_yq_1.15
+[2023-06-30 14:24:04,849] INFO in predict_qa_roberta: 2.285519258293789e-05
+2023-06-30 14:24:04,849 - predict_qa_roberta - INFO - 2.285519258293789e-05
+[2023-06-30 14:24:04,849] INFO in predict_qa_roberta: mining_administration_10_yq_1.26
+2023-06-30 14:24:04,849 - predict_qa_roberta - INFO - mining_administration_10_yq_1.26
+[2023-06-30 14:24:04,849] INFO in predict_qa_roberta: 0.26503217220306396
+2023-06-30 14:24:04,849 - predict_qa_roberta - INFO - 0.26503217220306396
+[2023-06-30 14:24:04,849] INFO in predict_qa_roberta: mining_administration_10_yq_1.14
+2023-06-30 14:24:04,849 - predict_qa_roberta - INFO - mining_administration_10_yq_1.14
+[2023-06-30 14:24:04,849] INFO in predict_qa_roberta: 1.5280161278496962e-06
+2023-06-30 14:24:04,849 - predict_qa_roberta - INFO - 1.5280161278496962e-06
+[2023-06-30 14:24:04,850] INFO in predict_qa_roberta: mining_administration_10_yq_1.25
+2023-06-30 14:24:04,850 - predict_qa_roberta - INFO - mining_administration_10_yq_1.25
+[2023-06-30 14:24:04,850] INFO in predict_qa_roberta: 0.17452238500118256
+2023-06-30 14:24:04,850 - predict_qa_roberta - INFO - 0.17452238500118256
+[2023-06-30 14:24:04,850] INFO in predict_qa_roberta: mining_administration_10_yq_1.13
+2023-06-30 14:24:04,850 - predict_qa_roberta - INFO - mining_administration_10_yq_1.13
+[2023-06-30 14:24:04,850] INFO in predict_qa_roberta: 0.05419061332941055
+2023-06-30 14:24:04,850 - predict_qa_roberta - INFO - 0.05419061332941055
+[2023-06-30 14:24:04,850] INFO in predict_qa_roberta: mining_administration_10_yq_1.24
+2023-06-30 14:24:04,850 - predict_qa_roberta - INFO - mining_administration_10_yq_1.24
+[2023-06-30 14:24:04,850] INFO in predict_qa_roberta: 0.008348783478140831
+2023-06-30 14:24:04,850 - predict_qa_roberta - INFO - 0.008348783478140831
+[2023-06-30 14:24:04,850] INFO in predict_qa_roberta: mining_administration_10_yq_1.19
+2023-06-30 14:24:04,850 - predict_qa_roberta - INFO - mining_administration_10_yq_1.19
+[2023-06-30 14:24:04,851] INFO in predict_qa_roberta: 0.3686959743499756
+2023-06-30 14:24:04,851 - predict_qa_roberta - INFO - 0.3686959743499756
+[2023-06-30 14:24:04,851] INFO in predict_qa_roberta: mining_administration_10_yq_1.18
+2023-06-30 14:24:04,851 - predict_qa_roberta - INFO - mining_administration_10_yq_1.18
+[2023-06-30 14:24:04,851] INFO in predict_qa_roberta: 0.12105926871299744
+2023-06-30 14:24:04,851 - predict_qa_roberta - INFO - 0.12105926871299744
+[2023-06-30 14:24:04,851] INFO in predict_qa_roberta: mining_administration_10_yq_1.17
+2023-06-30 14:24:04,851 - predict_qa_roberta - INFO - mining_administration_10_yq_1.17
+[2023-06-30 14:24:04,851] INFO in predict_qa_roberta: 0.5437620282173157
+2023-06-30 14:24:04,851 - predict_qa_roberta - INFO - 0.5437620282173157
+[2023-06-30 14:24:04,851] INFO in predict_qa_roberta: mining_administration_10_yq_1.3
+2023-06-30 14:24:04,851 - predict_qa_roberta - INFO - mining_administration_10_yq_1.3
+[2023-06-30 14:24:04,851] INFO in predict_qa_roberta: 0.18937154114246368
+2023-06-30 14:24:04,851 - predict_qa_roberta - INFO - 0.18937154114246368
+[2023-06-30 14:24:04,852] INFO in predict_qa_roberta: mining_administration_10_yq_1.2
+2023-06-30 14:24:04,852 - predict_qa_roberta - INFO - mining_administration_10_yq_1.2
+[2023-06-30 14:24:04,852] INFO in predict_qa_roberta: 0.0004988947184756398
+2023-06-30 14:24:04,852 - predict_qa_roberta - INFO - 0.0004988947184756398
+[2023-06-30 14:24:04,852] INFO in predict_qa_roberta: mining_administration_10_yq_1.4
+2023-06-30 14:24:04,852 - predict_qa_roberta - INFO - mining_administration_10_yq_1.4
+[2023-06-30 14:24:04,852] INFO in predict_qa_roberta: 0.48164698481559753
+2023-06-30 14:24:04,852 - predict_qa_roberta - INFO - 0.48164698481559753
+[2023-06-30 14:24:04,852] INFO in predict_qa_roberta: mining_administration_10_yq_1.12
+2023-06-30 14:24:04,852 - predict_qa_roberta - INFO - mining_administration_10_yq_1.12
+[2023-06-30 14:24:04,852] INFO in predict_qa_roberta: 3.793212090386078e-05
+2023-06-30 14:24:04,852 - predict_qa_roberta - INFO - 3.793212090386078e-05
+[2023-06-30 14:24:04,853] INFO in predict_qa_roberta: mining_administration_10_yq_1.23
+2023-06-30 14:24:04,853 - predict_qa_roberta - INFO - mining_administration_10_yq_1.23
+[2023-06-30 14:24:04,853] INFO in predict_qa_roberta: 4.431426987139275e-06
+2023-06-30 14:24:04,853 - predict_qa_roberta - INFO - 4.431426987139275e-06
+[2023-06-30 14:24:04,853] INFO in predict_qa_roberta: mining_administration_10_yq_1.11
+2023-06-30 14:24:04,853 - predict_qa_roberta - INFO - mining_administration_10_yq_1.11
+[2023-06-30 14:24:04,853] INFO in predict_qa_roberta: 0.05391405522823334
+2023-06-30 14:24:04,853 - predict_qa_roberta - INFO - 0.05391405522823334
+[2023-06-30 14:24:04,853] INFO in predict_qa_roberta: mining_administration_10_yq_1.22
+2023-06-30 14:24:04,853 - predict_qa_roberta - INFO - mining_administration_10_yq_1.22
+[2023-06-30 14:24:04,853] INFO in predict_qa_roberta: 0.762850821018219
+2023-06-30 14:24:04,853 - predict_qa_roberta - INFO - 0.762850821018219
+[2023-06-30 14:24:04,853] INFO in predict_qa_roberta: mining_administration_10_yq_1.1
+2023-06-30 14:24:04,853 - predict_qa_roberta - INFO - mining_administration_10_yq_1.1
+[2023-06-30 14:24:04,854] INFO in predict_qa_roberta: 0.23893699049949646
+2023-06-30 14:24:04,854 - predict_qa_roberta - INFO - 0.23893699049949646
+[2023-06-30 14:24:04,854] INFO in predict_qa_roberta: mining_administration_10_yq_1.10
+2023-06-30 14:24:04,854 - predict_qa_roberta - INFO - mining_administration_10_yq_1.10
+[2023-06-30 14:24:04,854] INFO in predict_qa_roberta: 0.00015633695875294507
+2023-06-30 14:24:04,854 - predict_qa_roberta - INFO - 0.00015633695875294507
+[2023-06-30 14:24:04,854] INFO in predict_qa_roberta: mining_administration_10_yq_1.21
+2023-06-30 14:24:04,854 - predict_qa_roberta - INFO - mining_administration_10_yq_1.21
+[2023-06-30 14:24:04,854] INFO in predict_qa_roberta: 0.004222196992486715
+2023-06-30 14:24:04,854 - predict_qa_roberta - INFO - 0.004222196992486715
+[2023-06-30 14:24:04,854] INFO in predict_qa_roberta: mining_administration_10_yq_1.20
+2023-06-30 14:24:04,854 - predict_qa_roberta - INFO - mining_administration_10_yq_1.20
+[2023-06-30 14:24:04,855] INFO in predict_qa_roberta: {'mining_administration_10_yq_1.9': '30', 'mining_administration_10_yq_1.16': '30', 'mining_administration_10_yq_1.15': '30', 'mining_administration_10_yq_1.26': '签字盖章', 'mining_administration_10_yq_1.14': '30', 'mining_administration_10_yq_1.25': '签字盖章', 'mining_administration_10_yq_1.13': '30', 'mining_administration_10_yq_1.24': '签字盖章', 'mining_administration_10_yq_1.19': '安全生产许可证', 'mining_administration_10_yq_1.18': '有限责任公司', 'mining_administration_10_yq_1.17': '武汉博汇油田工程服务有限公司', 'mining_administration_10_yq_1.3': '所在地详细地址', 'mining_administration_10_yq_1.2': '赵训宏', 'mining_administration_10_yq_1.4': '非煤矿矿山企业', 'mining_administration_10_yq_1.12': '3以下', 'mining_administration_10_yq_1.23': '法定代表人用钢笔或签字笔签字', 'mining_administration_10_yq_1.11': '湖北省应急管理局', 'mining_administration_10_yq_1.22': '签字盖章', 'mining_administration_10_yq_1.1': '工商登记名称', 'mining_administration_10_yq_1.10': '30', 'mining_administration_10_yq_1.21': '签字', 'mining_administration_10_yq_1.20': '开采矿种'}
+2023-06-30 14:24:04,855 - predict_qa_roberta - INFO - {'mining_administration_10_yq_1.9': '30', 'mining_administration_10_yq_1.16': '30', 'mining_administration_10_yq_1.15': '30', 'mining_administration_10_yq_1.26': '签字盖章', 'mining_administration_10_yq_1.14': '30', 'mining_administration_10_yq_1.25': '签字盖章', 'mining_administration_10_yq_1.13': '30', 'mining_administration_10_yq_1.24': '签字盖章', 'mining_administration_10_yq_1.19': '安全生产许可证', 'mining_administration_10_yq_1.18': '有限责任公司', 'mining_administration_10_yq_1.17': '武汉博汇油田工程服务有限公司', 'mining_administration_10_yq_1.3': '所在地详细地址', 'mining_administration_10_yq_1.2': '赵训宏', 'mining_administration_10_yq_1.4': '非煤矿矿山企业', 'mining_administration_10_yq_1.12': '3以下', 'mining_administration_10_yq_1.23': '法定代表人用钢笔或签字笔签字', 'mining_administration_10_yq_1.11': '湖北省应急管理局', 'mining_administration_10_yq_1.22': '签字盖章', 'mining_administration_10_yq_1.1': '工商登记名称', 'mining_administration_10_yq_1.10': '30', 'mining_administration_10_yq_1.21': '签字', 'mining_administration_10_yq_1.20': '开采矿种'}
+10.0.2.130 - - [30/Jun/2023 14:24:04] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:24:05,810] INFO in predict_qa_roberta: 5.730517500524002e-07
+2023-06-30 14:24:05,810 - predict_qa_roberta - INFO - 5.730517500524002e-07
+[2023-06-30 14:24:05,810] INFO in predict_qa_roberta: mining_administration_10_yq_2.1
+2023-06-30 14:24:05,810 - predict_qa_roberta - INFO - mining_administration_10_yq_2.1
+[2023-06-30 14:24:05,810] INFO in predict_qa_roberta: 4.854418511968106e-05
+2023-06-30 14:24:05,810 - predict_qa_roberta - INFO - 4.854418511968106e-05
+[2023-06-30 14:24:05,810] INFO in predict_qa_roberta: mining_administration_10_yq_2.4
+2023-06-30 14:24:05,810 - predict_qa_roberta - INFO - mining_administration_10_yq_2.4
+[2023-06-30 14:24:05,810] INFO in predict_qa_roberta: 6.757119876965589e-07
+2023-06-30 14:24:05,810 - predict_qa_roberta - INFO - 6.757119876965589e-07
+[2023-06-30 14:24:05,810] INFO in predict_qa_roberta: mining_administration_10_yq_2.3
+2023-06-30 14:24:05,810 - predict_qa_roberta - INFO - mining_administration_10_yq_2.3
+[2023-06-30 14:24:05,810] INFO in predict_qa_roberta: {'mining_administration_10_yq_2.1': '行政审批的货物和术进出合除外', 'mining_administration_10_yq_2.4': '2014年9月10日', 'mining_administration_10_yq_2.3': '2014年9月10日'}
+2023-06-30 14:24:05,810 - predict_qa_roberta - INFO - {'mining_administration_10_yq_2.1': '行政审批的货物和术进出合除外', 'mining_administration_10_yq_2.4': '2014年9月10日', 'mining_administration_10_yq_2.3': '2014年9月10日'}
+10.0.2.130 - - [30/Jun/2023 14:24:05] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:24:06,655] INFO in predict_qa_roberta: 0.9629715085029602
+2023-06-30 14:24:06,655 - predict_qa_roberta - INFO - 0.9629715085029602
+[2023-06-30 14:24:06,655] INFO in predict_qa_roberta: mining_administration_10_yq_2.2
+2023-06-30 14:24:06,655 - predict_qa_roberta - INFO - mining_administration_10_yq_2.2
+[2023-06-30 14:24:06,655] INFO in predict_qa_roberta: {'mining_administration_10_yq_2.2': '安全生产许可证'}
+2023-06-30 14:24:06,655 - predict_qa_roberta - INFO - {'mining_administration_10_yq_2.2': '安全生产许可证'}
+10.0.2.130 - - [30/Jun/2023 14:24:06] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:24:07,001] INFO in predict_qa_roberta: 0.0014086338924244046
+2023-06-30 14:24:07,001 - predict_qa_roberta - INFO - 0.0014086338924244046
+[2023-06-30 14:24:07,001] INFO in predict_qa_roberta: mining_administration_10_yq_3.2
+2023-06-30 14:24:07,001 - predict_qa_roberta - INFO - mining_administration_10_yq_3.2
+[2023-06-30 14:24:07,001] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.2': '武汉博汇油田工程服务有限公司'}
+2023-06-30 14:24:07,001 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.2': '武汉博汇油田工程服务有限公司'}
+10.0.2.130 - - [30/Jun/2023 14:24:07] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 14:24:07,838] INFO in predict_qa_roberta: 0.9776368141174316
+2023-06-30 14:24:07,838 - predict_qa_roberta - INFO - 0.9776368141174316
+[2023-06-30 14:24:07,838] INFO in predict_qa_roberta: mining_administration_10_yq_3.3
+2023-06-30 14:24:07,838 - predict_qa_roberta - INFO - mining_administration_10_yq_3.3
+[2023-06-30 14:24:07,838] INFO in predict_qa_roberta: {'mining_administration_10_yq_3.3': '安全生产许可证'}
+2023-06-30 14:24:07,838 - predict_qa_roberta - INFO - {'mining_administration_10_yq_3.3': '安全生产许可证'}
+10.0.2.130 - - [30/Jun/2023 14:24:07] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 15:30:44,840] INFO in predict_qa_roberta: 0.23139208555221558
+2023-06-30 15:30:44,840 - predict_qa_roberta - INFO - 0.23139208555221558
+[2023-06-30 15:30:44,840] INFO in predict_qa_roberta: a_common_social_credit_code
+2023-06-30 15:30:44,840 - predict_qa_roberta - INFO - a_common_social_credit_code
+[2023-06-30 15:30:44,840] INFO in predict_qa_roberta: 0.7208676934242249
+2023-06-30 15:30:44,840 - predict_qa_roberta - INFO - 0.7208676934242249
+[2023-06-30 15:30:44,841] INFO in predict_qa_roberta: a_common_legalPerson_
+2023-06-30 15:30:44,841 - predict_qa_roberta - INFO - a_common_legalPerson_
+[2023-06-30 15:30:44,841] INFO in predict_qa_roberta: 0.08331836014986038
+2023-06-30 15:30:44,841 - predict_qa_roberta - INFO - 0.08331836014986038
+[2023-06-30 15:30:44,841] INFO in predict_qa_roberta: a_common_companyName_
+2023-06-30 15:30:44,841 - predict_qa_roberta - INFO - a_common_companyName_
+[2023-06-30 15:30:44,841] INFO in predict_qa_roberta: 0.008070067502558231
+2023-06-30 15:30:44,841 - predict_qa_roberta - INFO - 0.008070067502558231
+[2023-06-30 15:30:44,841] INFO in predict_qa_roberta: a_common_address_
+2023-06-30 15:30:44,841 - predict_qa_roberta - INFO - a_common_address_
+[2023-06-30 15:30:44,841] INFO in predict_qa_roberta: {'a_common_social_credit_code': 'http://www.gsxt.gov.cn', 'a_common_legalPerson_': '李娜', 'a_common_companyName_': '湖北荆洪生物科技股份有限公司', 'a_common_address_': '襄阳市襄城区余家湖工业园区'}
+2023-06-30 15:30:44,841 - predict_qa_roberta - INFO - {'a_common_social_credit_code': 'http://www.gsxt.gov.cn', 'a_common_legalPerson_': '李娜', 'a_common_companyName_': '湖北荆洪生物科技股份有限公司', 'a_common_address_': '襄阳市襄城区余家湖工业园区'}
+10.0.2.130 - - [30/Jun/2023 15:30:44] "POST /qarob HTTP/1.0" 200 -
+/root/anaconda3/envs/trans/lib/python3.8/site-packages/transformers/pipelines/base.py:1070: UserWarning: You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
+  warnings.warn(
+[2023-06-30 16:07:52,030] INFO in predict_qa_roberta: 1.680312789950622e-14
+2023-06-30 16:07:52,030 - predict_qa_roberta - INFO - 1.680312789950622e-14
+[2023-06-30 16:07:52,030] INFO in predict_qa_roberta: mining_administration_10_yq_5.6
+2023-06-30 16:07:52,030 - predict_qa_roberta - INFO - mining_administration_10_yq_5.6
+[2023-06-30 16:07:52,030] INFO in predict_qa_roberta: 8.487861360485273e-15
+2023-06-30 16:07:52,030 - predict_qa_roberta - INFO - 8.487861360485273e-15
+[2023-06-30 16:07:52,030] INFO in predict_qa_roberta: mining_administration_10_yq_5.3
+2023-06-30 16:07:52,030 - predict_qa_roberta - INFO - mining_administration_10_yq_5.3
+[2023-06-30 16:07:52,030] INFO in predict_qa_roberta: 2.9660523637176084e-07
+2023-06-30 16:07:52,030 - predict_qa_roberta - INFO - 2.9660523637176084e-07
+[2023-06-30 16:07:52,031] INFO in predict_qa_roberta: mining_administration_10_yq_5.2
+2023-06-30 16:07:52,031 - predict_qa_roberta - INFO - mining_administration_10_yq_5.2
+[2023-06-30 16:07:52,031] INFO in predict_qa_roberta: 6.782865352825303e-15
+2023-06-30 16:07:52,031 - predict_qa_roberta - INFO - 6.782865352825303e-15
+[2023-06-30 16:07:52,031] INFO in predict_qa_roberta: mining_administration_10_yq_5.5
+2023-06-30 16:07:52,031 - predict_qa_roberta - INFO - mining_administration_10_yq_5.5
+[2023-06-30 16:07:52,031] INFO in predict_qa_roberta: 5.9797218412494576e-15
+2023-06-30 16:07:52,031 - predict_qa_roberta - INFO - 5.9797218412494576e-15
+[2023-06-30 16:07:52,031] INFO in predict_qa_roberta: mining_administration_10_yq_5.4
+2023-06-30 16:07:52,031 - predict_qa_roberta - INFO - mining_administration_10_yq_5.4
+[2023-06-30 16:07:52,031] INFO in predict_qa_roberta: 4.674593570845771e-14
+2023-06-30 16:07:52,031 - predict_qa_roberta - INFO - 4.674593570845771e-14
+[2023-06-30 16:07:52,032] INFO in predict_qa_roberta: mining_administration_10_yq_5.1
+2023-06-30 16:07:52,032 - predict_qa_roberta - INFO - mining_administration_10_yq_5.1
+[2023-06-30 16:07:52,032] INFO in predict_qa_roberta: {'mining_administration_10_yq_5.6': '许善海', 'mining_administration_10_yq_5.3': '许善海', 'mining_administration_10_yq_5.2': '许善海', 'mining_administration_10_yq_5.5': '许善海', 'mining_administration_10_yq_5.4': '许善海', 'mining_administration_10_yq_5.1': '(六'}
+2023-06-30 16:07:52,032 - predict_qa_roberta - INFO - {'mining_administration_10_yq_5.6': '许善海', 'mining_administration_10_yq_5.3': '许善海', 'mining_administration_10_yq_5.2': '许善海', 'mining_administration_10_yq_5.5': '许善海', 'mining_administration_10_yq_5.4': '许善海', 'mining_administration_10_yq_5.1': '(六'}
+10.0.2.130 - - [30/Jun/2023 16:07:52] "POST /qarob HTTP/1.0" 200 -
diff --git a/pipeline.py b/pipeline.py
new file mode 100644
index 0000000..14a44fb
--- /dev/null
+++ b/pipeline.py
@@ -0,0 +1,59 @@
+import pandas as pd
+import json
+import torch
+from transformers import AutoTokenizer,AutoModelForQuestionAnswering,pipeline
+from flask import Flask, request
+import multiprocessing as mp
+import concurrent.futures
+
+app = Flask(__name__)
+
+device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
+
+# @app.route('/qa', methods=['POST'])
+# def predict():
+# 加载预训练模型
+model = AutoModelForQuestionAnswering.from_pretrained('./model/chinese_pretrain_mrc_roberta_wwm_ext_large')
+tokenizer = AutoTokenizer.from_pretrained('./model/chinese_pretrain_mrc_roberta_wwm_ext_large')
+qa_pipeline = pipeline("question-answering",model=model,tokenizer=tokenizer,device=device)
+
+# sentence = request.form.get("key")
+# 加载数据集
+df = pd.read_json("datasets/contend.json")
+
+# 转换数据集格式
+dataset = []
+
+# 创建一个生成器表达式
+
+# dataset = ({'context': p['context'], 'question': q['question']} for p in df['data'] for q in p['paragraphs'] for q in p['qas'])
+
+dataset = ({'context': q['context'], 'question': k['question']} for p in df['data'] for q in p['paragraphs'] for k in q['qas'])
+
+
+# 使用pipeline方法进行预测
+def qa(data):
+    results = qa_pipeline(data)
+    return results
+
+# 使用进程池并行处理数据集中的每个问题并设置chunsize使用较小的批处理大小
+# with mp.Pool() as pool:
+#     results = pool.imap(qa, dataset,chunksize=10)
+
+# 使用线程池并行处理数据集中的每个问题并设置chunsize使用较小的批处理大小
+with concurrent.futures.ThreadPoolExecutor(max_workers=4) as pool:
+    results = pool.map(qa, dataset,chunksize=10)
+
+# 将结果保存到文件
+output = []
+for idx,result in enumerate(results):
+    output.append({"idx":idx+1,"answer":result["answer"],"score":result["score"]})
+
+with open("results.json",'w',encoding="utf-8") as f:
+    json.dump(output,f,ensure_ascii=False,indent=4)
+            
+# if __name__ == '__main__':
+#     app.run(
+#         host='0.0.0.0',
+#         port=6000
+#     )
diff --git a/predict_qa_roberta.py b/predict_qa_roberta.py
new file mode 100644
index 0000000..5c046ab
--- /dev/null
+++ b/predict_qa_roberta.py
@@ -0,0 +1,90 @@
+#-*- coding:utf-8 -*-
+import pandas as pd
+import json
+import torch
+from transformers import AutoTokenizer, AutoModelForQuestionAnswering, pipeline
+from flask import Flask, request
+import multiprocessing as mp
+import concurrent.futures
+import logging
+
+app = Flask(__name__)
+app.logger.setLevel(logging.DEBUG)
+
+# 创建一个日志处理器，输出到控制台
+handler = logging.StreamHandler()
+handler.setLevel(logging.DEBUG)
+# 设置日志格式
+formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
+handler.setFormatter(formatter)
+
+# 将日志处理器添加到应用程序日志处理器列表中
+app.logger.addHandler(handler)
+device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
+
+# @app.route('/qa', methods=['POST'])
+# def predict():
+# 加载预训练模型
+model = AutoModelForQuestionAnswering.from_pretrained('./model/chinese_pretrain_mrc_roberta_wwm_ext_large')
+tokenizer = AutoTokenizer.from_pretrained('./model/chinese_pretrain_mrc_roberta_wwm_ext_large')
+qa_pipeline = pipeline("question-answering", model=model, tokenizer=tokenizer, device=device)
+
+# sentence = request.form.get("key")
+# 加载数据集
+
+
+
+# 使用pipeline方法进行预测
+def qa(data):
+    results = qa_pipeline(data)
+    return results
+
+
+# 使用进程池并行处理数据集中的每个问题并设置chunsize使用较小的批处理大小
+# with mp.Pool() as pool:
+#     results = pool.imap(qa, dataset,chunksize=10)
+
+# 使用线程池并行处理数据集中的每个问题并设置chunsize使用较小的批处理大小
+@app.route("/qarob",methods=["POST"])
+def run():
+    file_path = request.form.get("in_file")
+    df = pd.read_json(file_path)
+    # 转换数据集格式
+    dataset = ({'context': q['context'], 'question': k['question']} for p in df['data'] for q in p['paragraphs'] for k
+               in
+               q['qas'])
+    # 创建一个包含所有id的列表
+    ids = (k['id'] for p in df['data'] for q in p['paragraphs'] for k in q['qas'])
+    with concurrent.futures.ThreadPoolExecutor(max_workers=4) as pool:
+        results = pool.map(qa, dataset, chunksize=10)
+    return_result = {}
+    for idx, result in zip(ids, results):
+        if result["answer"] is not None:
+            if result["score"] > 0.00:
+                return_result[idx] = result["answer"]
+            else:
+                return_result[idx] = "未找到相关信息"
+            app.logger.info(result["score"])
+            app.logger.info(idx)
+    app.logger.info(return_result)
+    return json.dumps(return_result,ensure_ascii=False)
+    
+
+
+# 将结果保存到文件
+
+def result_(results):
+    output = []
+    for idx, result in enumerate(results):
+        output.append({"idx": idx + 1, "answer": result["answer"], "score": result["score"]})
+
+    with open("results.json", 'w', encoding="utf-8") as f:
+        json.dump(output, f, ensure_ascii=False, indent=4)
+
+
+if __name__ == '__main__':
+    app.run(
+        host='0.0.0.0',
+        port=6005
+    )
+
diff --git a/predict_qa_roberta.py.bak b/predict_qa_roberta.py.bak
new file mode 100644
index 0000000..4fae880
--- /dev/null
+++ b/predict_qa_roberta.py.bak
@@ -0,0 +1,70 @@
+import pandas as pd
+import json
+import torch
+from transformers import AutoTokenizer, AutoModelForQuestionAnswering, pipeline
+from flask import Flask, request
+import multiprocessing as mp
+import concurrent.futures
+
+app = Flask(__name__)
+
+device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
+
+# @app.route('/qa', methods=['POST'])
+# def predict():
+# 加载预训练模型
+model = AutoModelForQuestionAnswering.from_pretrained('./model/chinese_pretrain_mrc_roberta_wwm_ext_large')
+tokenizer = AutoTokenizer.from_pretrained('./model/chinese_pretrain_mrc_roberta_wwm_ext_large')
+qa_pipeline = pipeline("question-answering", model=model, tokenizer=tokenizer, device=device)
+
+# sentence = request.form.get("key")
+# 加载数据集
+
+
+
+# 使用pipeline方法进行预测
+def qa(data):
+    results = qa_pipeline(data)
+    return results
+
+
+# 使用进程池并行处理数据集中的每个问题并设置chunsize使用较小的批处理大小
+# with mp.Pool() as pool:
+#     results = pool.imap(qa, dataset,chunksize=10)
+
+# 使用线程池并行处理数据集中的每个问题并设置chunsize使用较小的批处理大小
+@app.route("/qaroberta")
+def run():
+    file_path = request.form.get("file_path")
+    df = pd.read_json(file_path)
+    # 转换数据集格式
+    dataset = ({'context': q['context'], 'question': k['question']} for p in df['data'] for q in p['paragraphs'] for k
+               in
+               q['qas'])
+    with concurrent.futures.ThreadPoolExecutor(max_workers=4) as pool:
+        results = pool.map(qa, dataset, chunksize=10)
+    return_result = {}
+    for idx, result in enumerate(results):
+        if result["answer"] is not None:
+            return_result["answer"] = result["answer"]
+    return json.dumps(return_result)
+    
+
+
+# 将结果保存到文件
+
+def result(results):
+    output = []
+    for idx, result in enumerate(results):
+        output.append({"idx": idx + 1, "answer": result["answer"], "score": result["score"]})
+
+    with open("results.json", 'w', encoding="utf-8") as f:
+        json.dump(output, f, ensure_ascii=False, indent=4)
+
+
+if __name__ == '__main__':
+    app.run(
+        host='0.0.0.0',
+        port=6005
+    )
+
diff --git a/question.json b/question.json
new file mode 100644
index 0000000..d30fb71
--- /dev/null
+++ b/question.json
@@ -0,0 +1,29 @@
+{
+  "version" : null,
+  "data" : [ {
+    "paragraphs" : [ {
+      "id" : null,
+      "context": "名称湖北景深安全技术有限公司注册资本壹纤万圆整类型有限责任公司（自然人投资或控股）成立日期2007年07月13日法定代表人黄兆云营业期限长期经营范围净可项目：安全评价业务：安全生产检验检测，检验检测服务：住职业卫生技术课务：空内环填检测：消防技术服务（依法须经械所宜昌市西陵区滑河四路86号准的项目，经相关密门设准后方可开展经营活动，其体经我项目以相关部准文件或许可证件为准）股项目：安全咨询服务，标准化服务，平境保护监润：环保咨淘服务：主第环现污染防治里务：大利相关咨询服务：信息系统集成服务：网终与信息安全款样开发：款件开发：安全技本防范系统设计工服务：信易安全设销售：电子产品销售（除许司）业务外，可自主依法经营法神法规非禁止或限制的项门）登记机关2021年5月18日营业执照统一社会信用代码二作科骨泵国91420500662296752N全业EN7家更便记各室，奔用速能信2，名称湖北景深安全技术有限公司注册资本壹竹万圆整类型有限责任公司（自然人投资或控股）成立日期2007年07月13日法定代表人黄兆云营业期限长期经营范n本可项目：安全评价业务：安全生产检验检测：检验检测服务：住职业卫生技术票务：室内环境检测：消防技术服务（依法须经批所宜昌市西陵区滑河四路86号准的项目，经相关密门批准品方可开展经营活动，具体经营项目以相关部（批准文件或许可证件为准）股项目：安全咨询赚务：标准化服务：平境保护监润：环保咨询服务：主靠环境污染防治服务：水利相关咨询服务：信息系统集成服务：网终与信息安全软件开发：软性开发：安全技本防范系统设计族工服务：信息安全设备销售：电子产品销售（除许可业务外，可自主依法经营法神法规非禁止或限制的项门）登记机关2021年0月18日N国家市场监督产理总监制",
+      "qas" : [ {
+        "question" : "申请日期是什么时候？用yyyy-MM-dd的格式回答，比如2022-01-28,不按格式给零分",
+        "id" : "q1",
+        "answers" : [ {
+          "text" : "",
+          "answer_start" : 0
+        } ]
+      },
+{
+        "question" : "这段文本含有长期两个字吗",
+        "id" : "q2",
+        "answers" : [ {
+          "text" : "",
+          "answer_start" : 0
+        } ]
+}
+
+]
+    } ],
+    "id" : null,
+    "title" : null
+  } ]
+}
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..88f060b
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,32 @@
+certifi @ file:///croot/certifi_1671487769961/work/certifi
+charset-normalizer==3.1.0
+click==8.1.3
+filelock==3.10.7
+Flask==2.2.3
+huggingface-hub==0.13.3
+idna==3.4
+importlib-metadata==6.1.0
+itsdangerous==2.1.2
+Jinja2==3.1.2
+MarkupSafe==2.1.2
+numpy==1.24.2
+packaging==23.0
+pandas==1.5.3
+Pillow==9.4.0
+python-dateutil==2.8.2
+pytz==2023.3
+PyYAML==6.0
+regex==2023.3.23
+requests==2.28.2
+sentencepiece==0.1.97
+six==1.16.0
+tokenizers==0.13.2
+torch==1.8.1+cu102
+torchaudio==0.8.1
+torchvision==0.9.1+cu102
+tqdm==4.65.0
+transformers==4.27.3
+typing_extensions==4.5.0
+urllib3==1.26.15
+Werkzeug==2.2.3
+zipp==3.15.0
diff --git a/results.json b/results.json
new file mode 100644
index 0000000..f6cb50e
--- /dev/null
+++ b/results.json
@@ -0,0 +1,87 @@
+[
+    {
+        "idx": 1,
+        "answer": "湖北航天化学技术研究所",
+        "score": 0.9760168194770813
+    },
+    {
+        "idx": 2,
+        "answer": "湖北省襄阳市清河路58号",
+        "score": 0.9655447602272034
+    },
+    {
+        "idx": 3,
+        "answer": "庞爱民",
+        "score": 0.9693331718444824
+    },
+    {
+        "idx": 4,
+        "answer": "61144万元",
+        "score": 0.9229294061660767
+    },
+    {
+        "idx": 5,
+        "answer": "25名",
+        "score": 0.8908069133758545
+    },
+    {
+        "idx": 6,
+        "answer": "9名",
+        "score": 0.9441633820533752
+    },
+    {
+        "idx": 7,
+        "answer": "25名",
+        "score": 0.8428280353546143
+    },
+    {
+        "idx": 8,
+        "answer": "19名",
+        "score": 0.7273626923561096
+    },
+    {
+        "idx": 9,
+        "answer": "武汉鑫盛安安全检测有限公司",
+        "score": 0.27746883034706116
+    },
+    {
+        "idx": 10,
+        "answer": "综合商业楼五层505A室",
+        "score": 0.0003201350336894393
+    },
+    {
+        "idx": 11,
+        "answer": "程伟",
+        "score": 0.943915605545044
+    },
+    {
+        "idx": 12,
+        "answer": "80755万元",
+        "score": 0.8528534173965454
+    },
+    {
+        "idx": 13,
+        "answer": "湖北景深安全技术有限公司",
+        "score": 0.7739124298095703
+    },
+    {
+        "idx": 14,
+        "answer": "宜昌市西陵区渭河四路86号",
+        "score": 0.9047353863716125
+    },
+    {
+        "idx": 15,
+        "answer": "黄兆云",
+        "score": 0.943432629108429
+    },
+    {
+        "idx": 16,
+        "answer": "78160万元",
+        "score": 0.8830645680427551
+    },
+    {
+        "idx": 17,
+        "answer": "84.1m2",
+        "score": 0.38829684257507324
+    }
+]
diff --git a/run.sh b/run.sh
new file mode 100644
index 0000000..7593628
--- /dev/null
+++ b/run.sh
@@ -0,0 +1 @@
+CUDA_VISIBLE_DEVICES=1,2 python predict_qa_roberta.py 
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