diff --git a/deploy/configs/build_inshop.yaml b/deploy/configs/build_inshop.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ab5392d3b3aa2fc74777573d267ed38f4eb1f44d
--- /dev/null
+++ b/deploy/configs/build_inshop.yaml
@@ -0,0 +1,35 @@
+Global:
+  rec_inference_model_dir: "./inshop/rec/"
+  batch_size: 1
+  use_gpu: True
+  enable_mkldnn: True
+  cpu_num_threads: 100
+  enable_benchmark: True
+  use_fp16: False
+  ir_optim: True
+  use_tensorrt: False
+  gpu_mem: 8000
+  enable_profile: False
+
+RecPreProcess:
+  transform_ops:
+    - ResizeImage:
+        size: 224
+    - NormalizeImage:
+        scale: 0.00392157
+        mean: [0.485, 0.456, 0.406]
+        std: [0.229, 0.224, 0.225]
+        order: ''
+    - ToCHWImage:
+
+RecPostProcess: null
+
+# indexing engine config
+IndexProcess:
+  index_path: "./inshop/inshop_index/"
+  image_root: "./inshop/dataset/"
+  data_file:  "./inshop/inshop_gallery_demo.txt"
+  delimiter: " "
+  dist_type: "IP"
+  pq_size: 100
+  embedding_size: 512
diff --git a/deploy/configs/inference_inshop.yaml b/deploy/configs/inference_inshop.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2714afc89be3ed9ac2b065f19c53c024585c9b2c
--- /dev/null
+++ b/deploy/configs/inference_inshop.yaml
@@ -0,0 +1,54 @@
+Global:
+  infer_imgs: "./inshop/demo/01_3_back.jpg"
+  det_inference_model_dir: "./inshop/det/"
+  rec_inference_model_dir: "./inshop/rec/"
+  batch_size: 1
+  image_shape: [3, 640, 640]
+  threshold: 0.0
+  max_det_results: 3
+  labe_list:
+  - foreground
+
+  # inference engine config
+  use_gpu: True
+  enable_mkldnn: True
+  cpu_num_threads: 100
+  enable_benchmark: True
+  use_fp16: False
+  ir_optim: True
+  use_tensorrt: False
+  gpu_mem: 8000
+  enable_profile: False
+
+DetPreProcess:
+  transform_ops:
+    - DetResize:
+        interp: 2
+        keep_ratio: false
+        target_size: [640, 640]
+    - DetNormalizeImage:
+        is_scale: true
+        mean: [0.485, 0.456, 0.406]
+        std: [0.229, 0.224, 0.225]
+    - DetPermute: {}
+DetPostProcess: {}
+
+RecPreProcess:
+  transform_ops:
+    - ResizeImage:
+        size: 224
+    - NormalizeImage:
+        scale: 0.00392157
+        mean: [0.485, 0.456, 0.406]
+        std: [0.229, 0.224, 0.225]
+        order: ''
+    - ToCHWImage:
+
+RecPostProcess: null
+
+# indexing engine config
+IndexProcess:
+  index_path: "./inshop/inshop_index"
+  search_budget: 100
+  return_k: 10
+  dist_type: "IP"
diff --git a/ppcls/configs/Products/ResNet50_vd_Aliproduct.yaml b/ppcls/configs/Products/ResNet50_vd_Aliproduct.yaml
index e686791dc8f0a67f9d829dfd8663b92d8e0130a8..795178300ddccf8005a1ea7de6ee1c91f95ef200 100644
--- a/ppcls/configs/Products/ResNet50_vd_Aliproduct.yaml
+++ b/ppcls/configs/Products/ResNet50_vd_Aliproduct.yaml
@@ -77,7 +77,7 @@ DataLoader:
         shuffle: True
     loader:
         num_workers: 6
-        use_shared_memory: False
+        use_shared_memory: True
   Eval:
     # TOTO: modify to the latest trainer
     dataset: 
@@ -101,7 +101,7 @@ DataLoader:
         shuffle: False
     loader:
         num_workers: 6
-        use_shared_memory: False
+        use_shared_memory: True
 Metric:
   Train:
     - TopkAcc:
diff --git a/ppcls/configs/Products/ResNet50_vd_Inshop.yaml b/ppcls/configs/Products/ResNet50_vd_Inshop.yaml
index 5d1b1e312bd3d735b4aa12f19d5a5369cafe412b..2d264922cbd2a684759ed9b694c21586f4af4271 100644
--- a/ppcls/configs/Products/ResNet50_vd_Inshop.yaml
+++ b/ppcls/configs/Products/ResNet50_vd_Inshop.yaml
@@ -34,7 +34,9 @@ Arch:
     class_num: 3997
     margin: 0.15
     scale: 30
- 
+  infer_output_key: "features"
+  infer_add_softmax: False
+   
 # loss function config for traing/eval process
 Loss:
   Train:
@@ -93,7 +95,7 @@ DataLoader:
         shuffle: True
     loader:
         num_workers: 6
-        use_shared_memory: False
+        use_shared_memory: True
   Eval:
     Query:
     # TOTO: modify to the latest trainer
@@ -116,7 +118,7 @@ DataLoader:
         shuffle: False
       loader:
         num_workers: 6
-        use_shared_memory: False
+        use_shared_memory: True
 
     Gallery:
     # TOTO: modify to the latest trainer
@@ -139,7 +141,7 @@ DataLoader:
         shuffle: False
       loader:
         num_workers: 6
-        use_shared_memory: False
+        use_shared_memory: True
 
 Metric:
   Eval:
diff --git a/ppcls/configs/Products/ResNet50_vd_SOP.yaml b/ppcls/configs/Products/ResNet50_vd_SOP.yaml
index 4ea9674eeb97f738343e0bfa9085dcb16a8a8f33..a3bddf4a801f81fadcf7f80e5342bca6b42cd02e 100644
--- a/ppcls/configs/Products/ResNet50_vd_SOP.yaml
+++ b/ppcls/configs/Products/ResNet50_vd_SOP.yaml
@@ -34,7 +34,9 @@ Arch:
     class_num: 11319
     margin: 0.15
     scale: 30
- 
+  infer_output_key: "features"
+  infer_add_softmax: False
+
 # loss function config for traing/eval process
 Loss:
   Train:
@@ -93,7 +95,7 @@ DataLoader:
         shuffle: True
     loader:
         num_workers: 6
-        use_shared_memory: False
+        use_shared_memory: True
   Eval:
     Query:
     # TOTO: modify to the latest trainer
@@ -116,7 +118,7 @@ DataLoader:
         shuffle: False
       loader:
         num_workers: 6
-        use_shared_memory: False
+        use_shared_memory: True
 
     Gallery:
     # TOTO: modify to the latest trainer
@@ -139,7 +141,7 @@ DataLoader:
         shuffle: False
       loader:
         num_workers: 6
-        use_shared_memory: False
+        use_shared_memory: True
 
 Metric:
   Eval: