diff --git a/ppcls/configs/ImageNet/EfficientNet/EfficientNetB5.yaml b/ppcls/configs/ImageNet/EfficientNet/EfficientNetB5.yaml
index 286971d4452325b13fb92d470e4844799c7ba918..d37b93c6084526f33409c6e611e2b81fd7ddda17 100644
--- a/ppcls/configs/ImageNet/EfficientNet/EfficientNetB5.yaml
+++ b/ppcls/configs/ImageNet/EfficientNet/EfficientNetB5.yaml
@@ -110,7 +110,7 @@ Infer:
         to_rgb: True
         channel_first: False
     - ResizeImage:
-        resize_short: 448
+        resize_short: 488
     - CropImage:
         size: 456
     - NormalizeImage:
diff --git a/test_tipc/config/CSPNet/CSPDarkNet53_train_infer_python.txt b/test_tipc/config/CSPNet/CSPDarkNet53_train_infer_python.txt
index 1c5ec6b0ad709a72298ab0add31579f0c0a25dff..a7508f03d12a1bf7f905af56ea03098128b5f9e3 100644
--- a/test_tipc/config/CSPNet/CSPDarkNet53_train_infer_python.txt
+++ b/test_tipc/config/CSPNet/CSPDarkNet53_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/C
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeIage.resize_short=288 -o PreProcess.transform_ops.1.CropImage.size=256
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/DarkNet/DarkNet53_train_infer_python.txt b/test_tipc/config/DarkNet/DarkNet53_train_infer_python.txt
index 65536f48109180bb509b0859c1eb6581631167b4..b10918ea41fd99f2b09b36cfe94ee38e9d3cfc62 100644
--- a/test_tipc/config/DarkNet/DarkNet53_train_infer_python.txt
+++ b/test_tipc/config/DarkNet/DarkNet53_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/D
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=292 -o PreProcess.transform_ops.1.CropImage.size=256
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/EfficientNet/EfficientNetB1_train_infer_python.txt b/test_tipc/config/EfficientNet/EfficientNetB1_train_infer_python.txt
index 8a19f032885b1c5c83de1d8cb0d1c7d650f39a32..1c4314548c4bf647413efdec3e791caa16b21f32 100644
--- a/test_tipc/config/EfficientNet/EfficientNetB1_train_infer_python.txt
+++ b/test_tipc/config/EfficientNet/EfficientNetB1_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/E
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=272 -o PreProcess.transform_ops.1.CropImage.size=240
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/EfficientNet/EfficientNetB2_train_infer_python.txt b/test_tipc/config/EfficientNet/EfficientNetB2_train_infer_python.txt
index 1b819189c4c444987473e408b4fcad9b723dd66f..0ac16c3d1020f2b8cf719de0aa19a5151f5c1a0a 100644
--- a/test_tipc/config/EfficientNet/EfficientNetB2_train_infer_python.txt
+++ b/test_tipc/config/EfficientNet/EfficientNetB2_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/E
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=292 -o PreProcess.transform_ops.1.CropImage.size=260
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/EfficientNet/EfficientNetB3_train_infer_python.txt b/test_tipc/config/EfficientNet/EfficientNetB3_train_infer_python.txt
index 613fc5886089661bf6e429ea43058bd0fce1181e..0d0ca3dbf4cf8bda606cbad688a9d225e3159bdc 100644
--- a/test_tipc/config/EfficientNet/EfficientNetB3_train_infer_python.txt
+++ b/test_tipc/config/EfficientNet/EfficientNetB3_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/E
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=332 -o PreProcess.transform_ops.1.CropImage.size=300
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/EfficientNet/EfficientNetB4_train_infer_python.txt b/test_tipc/config/EfficientNet/EfficientNetB4_train_infer_python.txt
index 96b82eadf3b913a8498e13bf241d51893806fe76..7b8e294cc61f605488353c0a08bc21b19e3cf9d0 100644
--- a/test_tipc/config/EfficientNet/EfficientNetB4_train_infer_python.txt
+++ b/test_tipc/config/EfficientNet/EfficientNetB4_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/E
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=412 -o PreProcess.transform_ops.1.CropImage.size=320
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/EfficientNet/EfficientNetB5_train_infer_python.txt b/test_tipc/config/EfficientNet/EfficientNetB5_train_infer_python.txt
index 0d5179d5002a50f760fca2789f5ffeaeefc25ce7..02c935746c060dfd0126d002bafa05e9e5d6a3fd 100644
--- a/test_tipc/config/EfficientNet/EfficientNetB5_train_infer_python.txt
+++ b/test_tipc/config/EfficientNet/EfficientNetB5_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/E
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=488 -o PreProcess.transform_ops.1.CropImage.size=456
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/EfficientNet/EfficientNetB6_train_infer_python.txt b/test_tipc/config/EfficientNet/EfficientNetB6_train_infer_python.txt
index 5af97fb1573bb032a750139dbb33babfbef9e67f..392c0482bdcc70846613ab0f0f425b3290ae81df 100644
--- a/test_tipc/config/EfficientNet/EfficientNetB6_train_infer_python.txt
+++ b/test_tipc/config/EfficientNet/EfficientNetB6_train_infer_python.txt
@@ -6,7 +6,7 @@ gpu_list:0|0,1
 -o Global.auto_cast:null
 -o Global.epochs:lite_train_lite_infer=2|whole_train_whole_infer=120
 -o Global.output_dir:./output/
--o DataLoader.Train.sampler.batch_size:8
+-o DataLoader.Train.sampler.batch_size:2
 -o Global.pretrained_model:null
 train_model_name:latest
 train_infer_img_dir:./dataset/ILSVRC2012/val
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/E
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=560 -o PreProcess.transform_ops.1.CropImage.size=528
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/EfficientNet/EfficientNetB7_train_infer_python.txt b/test_tipc/config/EfficientNet/EfficientNetB7_train_infer_python.txt
index 669fbe23049a8dc14b27236fd8f64c84ce20b032..7265243e6d61a603d56f311159bb98e203256e9e 100644
--- a/test_tipc/config/EfficientNet/EfficientNetB7_train_infer_python.txt
+++ b/test_tipc/config/EfficientNet/EfficientNetB7_train_infer_python.txt
@@ -6,7 +6,7 @@ gpu_list:0|0,1
 -o Global.auto_cast:null
 -o Global.epochs:lite_train_lite_infer=2|whole_train_whole_infer=120
 -o Global.output_dir:./output/
--o DataLoader.Train.sampler.batch_size:8
+-o DataLoader.Train.sampler.batch_size:2
 -o Global.pretrained_model:null
 train_model_name:latest
 train_infer_img_dir:./dataset/ILSVRC2012/val
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/E
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml  -o PreProcess.transform_ops.0.ResizeImage.resize_short=632 -o PreProcess.transform_ops.1.CropImage.size=600
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/Inception/InceptionV3_train_infer_python.txt b/test_tipc/config/Inception/InceptionV3_train_infer_python.txt
index 073d2b04e21241a2c543e43822347210a2f5e69b..6a7960c671cafae7c63268366c0e0309b90f4cd8 100644
--- a/test_tipc/config/Inception/InceptionV3_train_infer_python.txt
+++ b/test_tipc/config/Inception/InceptionV3_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/I
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml  -o PreProcess.transform_ops.0.ResizeImage.resize_short=320 -o PreProcess.transform_ops.1.CropImage.size=299
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/Inception/InceptionV4_train_infer_python.txt b/test_tipc/config/Inception/InceptionV4_train_infer_python.txt
index 3eacb49cc02a22ac35b239428290d27ba7e849c5..1e1d7fd5ddee6fffa34f6501d7b10f82ef2b707d 100644
--- a/test_tipc/config/Inception/InceptionV4_train_infer_python.txt
+++ b/test_tipc/config/Inception/InceptionV4_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/I
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml  -o PreProcess.transform_ops.0.ResizeImage.resize_short=320 -o PreProcess.transform_ops.1.CropImage.size=299
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/Xception/Xception41_deeplab_train_infer_python.txt b/test_tipc/config/Xception/Xception41_deeplab_train_infer_python.txt
index c6c599ec61171f9813522095813641e84085b60a..b9c162150b8aff1a962a5ce0299cbbc6fb70e189 100644
--- a/test_tipc/config/Xception/Xception41_deeplab_train_infer_python.txt
+++ b/test_tipc/config/Xception/Xception41_deeplab_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/X
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=320 -o PreProcess.transform_ops.1.CropImage.size=299
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/Xception/Xception41_train_infer_python.txt b/test_tipc/config/Xception/Xception41_train_infer_python.txt
index 4ccbd9effbb6d04d3dfb5121aa82da7ff61ec228..7d7fbf10c535e54f7fd494493f9788fd924dd637 100644
--- a/test_tipc/config/Xception/Xception41_train_infer_python.txt
+++ b/test_tipc/config/Xception/Xception41_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/X
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=320 -o PreProcess.transform_ops.1.CropImage.size=299
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/Xception/Xception65_deeplab_train_infer_python.txt b/test_tipc/config/Xception/Xception65_deeplab_train_infer_python.txt
index a4f6255ca16b4e8666ece1ab9d6bea0baaf708db..adf12cb8f2c845660f700bf6b7d3b67db097a77e 100644
--- a/test_tipc/config/Xception/Xception65_deeplab_train_infer_python.txt
+++ b/test_tipc/config/Xception/Xception65_deeplab_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/X
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=320 -o PreProcess.transform_ops.1.CropImage.size=299
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/Xception/Xception65_train_infer_python.txt b/test_tipc/config/Xception/Xception65_train_infer_python.txt
index 64be4760afbd2654a72f686fc025786e36b0d231..463e20df87f642982c237f293ab372b3a372db84 100644
--- a/test_tipc/config/Xception/Xception65_train_infer_python.txt
+++ b/test_tipc/config/Xception/Xception65_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/X
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=320 -o PreProcess.transform_ops.1.CropImage.size=299
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/config/Xception/Xception71_train_infer_python.txt b/test_tipc/config/Xception/Xception71_train_infer_python.txt
index 78001f14672c264b7349695c6150ef839b338268..52ea37d055e14f1ab81b65ff5e3dbc7dac8b7cb9 100644
--- a/test_tipc/config/Xception/Xception71_train_infer_python.txt
+++ b/test_tipc/config/Xception/Xception71_train_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/X
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_cls.py -c configs/inference_cls.yaml
+inference:python/predict_cls.py -c configs/inference_cls.yaml -o PreProcess.transform_ops.0.ResizeImage.resize_short=320 -o PreProcess.transform_ops.1.CropImage.size=299
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:True|False
 -o Global.cpu_num_threads:1|6
diff --git a/test_tipc/test_train_inference_python.sh b/test_tipc/test_train_inference_python.sh
index 0577a03091eb3b3518db4228e12b2f802570518b..23b2f70a18cf8b5dfb7c149e2c5821788d2f34fa 100644
--- a/test_tipc/test_train_inference_python.sh
+++ b/test_tipc/test_train_inference_python.sh
@@ -23,7 +23,7 @@ epoch_key=$(func_parser_key "${lines[6]}")
 epoch_num=$(func_parser_params "${lines[6]}")
 save_model_key=$(func_parser_key "${lines[7]}")
 train_batch_key=$(func_parser_key "${lines[8]}")
-train_batch_value=$(func_parser_params "${lines[8]}")
+train_batch_value=$(func_parser_value "${lines[8]}")
 pretrain_model_key=$(func_parser_key "${lines[9]}")
 pretrain_model_value=$(func_parser_value "${lines[9]}")
 train_model_name=$(func_parser_value "${lines[10]}")
@@ -274,9 +274,9 @@ else
                 fi
                 
                 # load pretrain from norm training if current trainer is pact or fpgm trainer
-                if [ ${trainer} = ${pact_key} ] || [ ${trainer} = ${fpgm_key} ]; then
-                    set_pretrain="${load_norm_train_model}"
-                fi
+                # if [ ${trainer} = ${pact_key} ] || [ ${trainer} = ${fpgm_key} ]; then
+                #    set_pretrain="${load_norm_train_model}"
+                # fi
 
                 set_save_model=$(func_set_params "${save_model_key}" "${save_log}")
                 if [ ${#gpu} -le 2 ];then  # train with cpu or single gpu