Update some PyTorch examples for new API (#191)

Signed-off-by: Cheng, Penghui <[email protected]>

Author: PenghuiCheng

examples/.config/model_params_pytorch.json

@@ -80,28 +80,15 @@
       "model_src_dir": "nlp/huggingface_models/question-answering/quantization/ptq_static/ipex",
       "dataset_location": "",
       "input_model": "",
-      "yaml": "conf.yaml",
-      "strategy": "basic",
+      "main_script": "run_qa.py",
       "batch_size": 8,
-      "new_benchmark": false
     },
     "bert_large_ipex":{
       "model_src_dir": "nlp/huggingface_models/question-answering/quantization/ptq_static/ipex",
       "dataset_location": "",
       "input_model": "",
-      "yaml": "conf.yaml",
-      "strategy": "basic",
+      "main_script": "run_qa.py",
       "batch_size": 8,
-      "new_benchmark": false
-    },
-    "bert_large_1_10_ipex":{
-      "model_src_dir": "nlp/huggingface_models/question-answering/quantization/ptq_static/ipex",
-      "dataset_location": "/tf_dataset/pytorch/squad/dev-v1.1.json",
-      "input_model": "/tf_dataset/pytorch/bert_large_ipex",
-      "yaml": "conf.yaml",
-      "strategy": "basic",
-      "batch_size": 8,
-      "new_benchmark": false
     },
     "resnet50_gpu": {
       "model_src_dir": "image_recognition/torchvision_models/quantization/ptq/gpu/eager/",
@@ -285,10 +272,8 @@
       "model_src_dir": "nlp/huggingface_models/question-answering/quantization/ptq_static/fx",
       "dataset_location": "",
       "input_model": "",
-      "yaml": "conf.yaml",
-      "strategy": "basic",
+      "main_script": "run_qa.py",
       "batch_size": 64,
-      "new_benchmark": false
     },
     "bert_large_QNLI": {
       "model_src_dir": "nlp/huggingface_models/text-classification/quantization/ptq_static/fx",
@@ -546,10 +531,8 @@
       "model_src_dir": "nlp/huggingface_models/language-modeling/quantization/ptq_static/fx",
       "dataset_location": "",
       "input_model": "/tf_dataset2/models/pytorch/gpt-j-6B",
-      "yaml": "conf.yaml",
-      "strategy": "basic",
-      "batch_size": 8,
-      "new_benchmark": false
+      "main_script": "run_clm.py",
+      "batch_size": 8
     },
     "xlm-roberta-base_MRPC": {
       "model_src_dir": "nlp/huggingface_models/text-classification/quantization/ptq_static/eager",

examples/README.md

@@ -445,7 +445,7 @@ Intel® Neural Compressor validated examples with multiple compression technique
     <td>3D-UNet</td>
     <td>Image Recognition</td>
     <td>Post-Training Static Quantization</td>
-    <td><a href="./pytorch/image_recognition/3d-unet/quantization/ptq/eager">eager</a></td>
+    <td><a href="https://github.com/intel/neural-compressor/tree/old_api_examples/examples/pytorch/image_recognition/3d-unet/quantization/ptq/eager">eager</a></td>
   </tr>
   <tr>
     <td>SSD ResNet34</td>
@@ -463,7 +463,7 @@ Intel® Neural Compressor validated examples with multiple compression technique
     <td>YOLOv3</td>
     <td>Object Detection</td>
     <td>Post-Training Static Quantization</td>
-    <td><a href="./pytorch/object_detection/yolo_v3/quantization/ptq/eager">eager</a></td>
+    <td><a href="https://github.com/intel/neural-compressor/tree/old_api_examples/examples/pytorch/object_detection/yolo_v3/quantization/ptq/eager">eager</a></td>
   </tr>
   <tr>
     <td>DLRM</td>
@@ -493,7 +493,7 @@ Intel® Neural Compressor validated examples with multiple compression technique
     <td>BlendCNN</td>
     <td>Natural Language Processing</td>
     <td>Post-Training Static Quantization</td>
-    <td><a href="./pytorch/nlp/blendcnn/quantization/ptq/eager">eager</a></td>
+    <td><a href="https://github.com/intel/neural-compressor/tree/old_api_examples/examples/pytorch/nlp/blendcnn/quantization/ptq/eager">eager</a></td>
   </tr>
   <tr>
     <td>bert-large-uncased-whole-word-masking-finetuned-squad</td>