diff --git a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_base_patch4_window12_384.yaml b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_base_patch4_window12_384.yaml
index af54e4aa753cba8d0215d7292c6cff752553a04f..5d976c0b83c266b6f9ccb91f5ac640a096bbd301 100644
--- a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_base_patch4_window12_384.yaml
+++ b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_base_patch4_window12_384.yaml
@@ -61,6 +61,8 @@ DataLoader:
             channel_first: False
         - RandCropImage:
             size: 384
+            interpolation: bicubic
+            backend: pil
         - RandFlipImage:
             flip_code: 1
         - TimmAutoAugment:
@@ -109,6 +111,8 @@ DataLoader:
             channel_first: False
         - ResizeImage:
             resize_short: 438
+            interpolation: bicubic
+            backend: pil
         - CropImage:
             size: 384
         - NormalizeImage:
@@ -134,6 +138,8 @@ Infer:
         channel_first: False
     - ResizeImage:
         resize_short: 438
+        interpolation: bicubic
+        backend: pil
     - CropImage:
         size: 384
     - NormalizeImage:
diff --git a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_base_patch4_window7_224.yaml b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_base_patch4_window7_224.yaml
index 4b9baa1b642c371f7e8019f19adb8e3ba51005e9..efbd427ad56802ba7a7a3478a1dd4e6c22ce3c1e 100644
--- a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_base_patch4_window7_224.yaml
+++ b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_base_patch4_window7_224.yaml
@@ -61,6 +61,8 @@ DataLoader:
             channel_first: False
         - RandCropImage:
             size: 224
+            interpolation: bicubic
+            backend: pil
         - RandFlipImage:
             flip_code: 1
         - TimmAutoAugment:
@@ -109,6 +111,8 @@ DataLoader:
             channel_first: False
         - ResizeImage:
             resize_short: 256
+            interpolation: bicubic
+            backend: pil
         - CropImage:
             size: 224
         - NormalizeImage:
@@ -134,6 +138,8 @@ Infer:
         channel_first: False
     - ResizeImage:
         resize_short: 256
+        interpolation: bicubic
+        backend: pil
     - CropImage:
         size: 224
     - NormalizeImage:
diff --git a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_large_patch4_window12_384.yaml b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_large_patch4_window12_384.yaml
index 58c9667e78d6892afbc1a524fd8127d0b3b29815..6c3abe6fff9932f86accd0a52650f37442a5fd47 100644
--- a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_large_patch4_window12_384.yaml
+++ b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_large_patch4_window12_384.yaml
@@ -61,6 +61,8 @@ DataLoader:
             channel_first: False
         - RandCropImage:
             size: 384
+            interpolation: bicubic
+            backend: pil
         - RandFlipImage:
             flip_code: 1
         - TimmAutoAugment:
@@ -109,6 +111,8 @@ DataLoader:
             channel_first: False
         - ResizeImage:
             resize_short: 438
+            interpolation: bicubic
+            backend: pil
         - CropImage:
             size: 384
         - NormalizeImage:
@@ -134,6 +138,8 @@ Infer:
         channel_first: False
     - ResizeImage:
         resize_short: 438
+        interpolation: bicubic
+        backend: pil
     - CropImage:
         size: 384
     - NormalizeImage:
diff --git a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_large_patch4_window7_224.yaml b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_large_patch4_window7_224.yaml
index 16f5a7dce143b207d9e8e671d91f8464aa8e21d4..dd2b2acd71f2427bc667d59663d2400800d610f9 100644
--- a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_large_patch4_window7_224.yaml
+++ b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_large_patch4_window7_224.yaml
@@ -61,6 +61,8 @@ DataLoader:
             channel_first: False
         - RandCropImage:
             size: 224
+            interpolation: bicubic
+            backend: pil
         - RandFlipImage:
             flip_code: 1
         - TimmAutoAugment:
@@ -109,6 +111,8 @@ DataLoader:
             channel_first: False
         - ResizeImage:
             resize_short: 256
+            interpolation: bicubic
+            backend: pil
         - CropImage:
             size: 224
         - NormalizeImage:
@@ -134,6 +138,8 @@ Infer:
         channel_first: False
     - ResizeImage:
         resize_short: 256
+        interpolation: bicubic
+        backend: pil
     - CropImage:
         size: 224
     - NormalizeImage:
diff --git a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_small_patch4_window7_224.yaml b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_small_patch4_window7_224.yaml
index 88fc3da419770f8e4bb439e09170bf68fc991b14..34a80d8341d2b07f6bd6806fde3e1f58dbc307e5 100644
--- a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_small_patch4_window7_224.yaml
+++ b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_small_patch4_window7_224.yaml
@@ -61,6 +61,8 @@ DataLoader:
             channel_first: False
         - RandCropImage:
             size: 224
+            interpolation: bicubic
+            backend: pil
         - RandFlipImage:
             flip_code: 1
         - TimmAutoAugment:
@@ -109,6 +111,8 @@ DataLoader:
             channel_first: False
         - ResizeImage:
             resize_short: 256
+            interpolation: bicubic
+            backend: pil
         - CropImage:
             size: 224
         - NormalizeImage:
@@ -134,6 +138,8 @@ Infer:
         channel_first: False
     - ResizeImage:
         resize_short: 256
+        interpolation: bicubic
+        backend: pil
     - CropImage:
         size: 224
     - NormalizeImage:
diff --git a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_tiny_patch4_window7_224.yaml b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_tiny_patch4_window7_224.yaml
index ed9b4d505f06a1c794ca0d82151caba33c184518..d921593853d1bb658cc3b3d8aec35e0decd0f833 100644
--- a/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_tiny_patch4_window7_224.yaml
+++ b/ppcls/configs/ImageNet/SwinTransformer/SwinTransformer_tiny_patch4_window7_224.yaml
@@ -61,6 +61,8 @@ DataLoader:
             channel_first: False
         - RandCropImage:
             size: 224
+            interpolation: bicubic
+            backend: pil
         - RandFlipImage:
             flip_code: 1
         - TimmAutoAugment:
@@ -109,6 +111,8 @@ DataLoader:
             channel_first: False
         - ResizeImage:
             resize_short: 256
+            interpolation: bicubic
+            backend: pil
         - CropImage:
             size: 224
         - NormalizeImage:
@@ -134,6 +138,8 @@ Infer:
         channel_first: False
     - ResizeImage:
         resize_short: 256
+        interpolation: bicubic
+        backend: pil
     - CropImage:
         size: 224
     - NormalizeImage: