[ERNIE-M] Using gpu in CI case script and add more data for testing (PaddlePaddle#4958)

Author: Yam0214

model_zoo/ernie-m/README.md

@@ -29,8 +29,19 @@
 
 ```text
 .
-├── README.md                   # 文档
-├── run_classifier.py           # 自然语言推断任务
+|-- README.md                        # 文档
+|-- deploy                           # 部署目录
+|   |-- predictor                    # onnx离线部署
+|   |   |-- README.md
+|   |   |-- ernie_m_predictor.py
+|   |   |-- inference.py
+|   |   |-- requirements_cpu.txt
+|   |   `-- requirements_gpu.txt
+|   `-- simple_serving               # 基于PaddleNLP SimpleServing 服务化部署
+|       |-- README.md
+|       |-- client_seq_cls.py
+|       `-- server_seq_cls.py
+`-- run_classifier.py                # 分类任务微调脚本
 ```
 
 ## 开始运行

scripts/regression/ci_case.sh

@@ -969,6 +969,7 @@ if [ ! -f 'test.py' ];then
         --do_train \
         --do_eval \
         --do_export \
+        --device gpu \
         --task_type cross-lingual-transfer \
         --model_name_or_path __internal_testing__/ernie-m \
         --use_test_data True \
@@ -984,7 +985,7 @@ if [ ! -f 'test.py' ];then
     print_info $? ernie-m_clt
     # inference for cross-lingual-transfer
     python deploy/predictor/inference.py \
-        --device cpu \
+        --device gpu \
         --task_name seq_cls \
         --model_path output_clt/export/model >${log_path}/ernie-m_clt_infer >>${log_path}/ernie-m_clt_infer 2>&1
     print_info $? ernie-m_clt_infer
@@ -993,6 +994,7 @@ if [ ! -f 'test.py' ];then
         --do_train \
         --do_eval \
         --do_export \
+        --device gpu \
         --task_type translate-train-all \
         --model_name_or_path __internal_testing__/ernie-m \
         --use_test_data True \
@@ -1008,7 +1010,7 @@ if [ ! -f 'test.py' ];then
     print_info $? ernie-m_tta
     # inference for translate-train-all
     python deploy/predictor/inference.py \
-        --device cpu \
+        --device gpu \
         --task_name seq_cls \
         --model_path output_tta/export/model >${log_path}/ernie-m_tta_infer >>${log_path}/ernie-m_tta_infer 2>&1
     print_info $? ernie-m_tta_infer

tests/fixtures/tests_samples/xnli/xnli.jsonl

@@ -8,6 +8,21 @@
     "hypothesis": "A member of my team will execute your orders with immense precision .",
     "label": 2
 }
+{
+    "premise": "Conceptually cream skimming has two basic dimensions - product and geography .",
+    "hypothesis": "Product and geography are what make cream skimming work .",
+    "label": 1
+}
+{
+    "premise": "从 概念 上 看 , 奶油 收入 有 两 个 基本 方面 产品 和 地理 .",
+    "hypothesis": "产品 和 地理 是 什么 使 奶油 抹 霜 工作 .",
+    "label": 0
+}
+{
+    "premise": "One of our number will carry out your instructions minutely .",
+    "hypothesis": "A member of my team will execute your orders with immense precision .",
+    "label": 2
+}
 {
     "premise": "Conceptually cream skimming has two basic dimensions - product and geography .",
     "hypothesis": "Product and geography are what make cream skimming work .",