modify resnet 310 infer

model_zoo/official/cv/resnet/preprocess.py

@@ -14,22 +14,17 @@
 # ============================================================================
 """train resnet."""
 import os
-import argparse
 from src.dataset import create_dataset1 as create_dataset
-
-parser = argparse.ArgumentParser(description='preprocess data')
-parser.add_argument('--dataset_path', type=str, default=None, help='Dataset path')
-parser.add_argument('--output_path', type=str, default=None, help='output path')
-args_opt = parser.parse_args()
+from src.model_utils.config import config
 
 if __name__ == '__main__':
     # create dataset
-    dataset = create_dataset(dataset_path=args_opt.dataset_path, do_train=False, batch_size=1,
+    dataset = create_dataset(dataset_path=config.data_path, do_train=False, batch_size=1,
                              target="Ascend")
     step_size = dataset.get_dataset_size()
 
-    img_path = os.path.join(args_opt.output_path, "img_data")
-    label_path = os.path.join(args_opt.output_path, "label")
+    img_path = os.path.join(config.output_path, "img_data")
+    label_path = os.path.join(config.output_path, "label")
     os.makedirs(img_path)
     os.makedirs(label_path)
 

model_zoo/official/cv/resnet/scripts/run_infer_310.sh

@@ -79,8 +79,10 @@ function preprocess_data()
         rm -rf ./preprocess_Result
     fi
     mkdir preprocess_Result
+    BASE_PATH=$(dirname "$(dirname "$(readlink -f $0)")")
+    CONFIG_FILE="${BASE_PATH}/$1"
 
-    python3.7 ../preprocess.py --dataset_path=$data_path --output_path=./preprocess_Result
+    python3.7 ../preprocess.py --data_path=$data_path --output_path=./preprocess_Result --config_path=$CONFIG_FILE &> preprocess.log
 }
 
 function infer()
@@ -112,7 +114,12 @@ function cal_acc()
 }
 
 if [ "x${dataset}" == "xcifar10" ] || [ "x${dataset}" == "xCifar10" ]; then
-    preprocess_data
+    if [ $2 == 'resnet18' ]; then
+        CONFIG_PATH=resnet18_cifar10_config.yaml
+    else
+        CONFIG_PATH=resnet50_cifar10_config.yaml
+    fi
+    preprocess_data ${CONFIG_PATH}
     data_path=./preprocess_Result/img_data
 fi