diff --git a/pybind/AppBuilder.cpp b/pybind/AppBuilder.cpp
index 18c64f0..2879720 100644
--- a/pybind/AppBuilder.cpp
+++ b/pybind/AppBuilder.cpp
@@ -76,11 +76,17 @@ PYBIND11_MODULE(appbuilder, m) {
     m.attr("__license__") = "BSD-3-Clause";
 
     m.def("model_initialize", &initialize, "Initialize models.");
+#ifdef _WIN32
     m.def("model_initialize", &initialize_P, "Initialize models.");
+#endif
     m.def("model_inference", &inference, "Inference models.");
+#ifdef _WIN32
     m.def("model_inference", &inference_P, "Inference models.");
+#endif
     m.def("model_destroy", &destroy, "Destroy models.");
+#ifdef _WIN32
     m.def("model_destroy", &destroy_P, "Destroy models.");
+#endif
     m.def("memory_create", &create_memory, "Create share memory.");
     m.def("memory_delete", &delete_memory, "Delete share memory.");
     m.def("set_log_level", &set_log_level, "Set QNN log level.");
diff --git a/samples/python/README.md b/samples/python/README.md
index 73bb0b7..e6d4e97 100644
--- a/samples/python/README.md
+++ b/samples/python/README.md
@@ -52,8 +52,8 @@ python stable_diffusion_v2_1\stable_diffusion_v2_1.py --prompt "spectacular view
 
 |  Model   | QNN SDK Version  | Command  |
 |  ----  | :----:   |  ----  |
-| stable_diffusion_v1_5  | 2.24 | python stable_diffusion_v2_1\stable_diffusion_v2_1.py --prompt "the prompt string ..." |
-| stable_diffusion_v2_1  | 2.24 | python stable_diffusion_v1_5\stable_diffusion_v1_5.py --prompt "the prompt string ..." |
+| stable_diffusion_v2_1 | 2.24 | python stable_diffusion_v2_1\stable_diffusion_v2_1.py --prompt "the prompt string ..." |
+| stable_diffusion_v1_5 | 2.24 | python stable_diffusion_v1_5\stable_diffusion_v1_5.py --prompt "the prompt string ..." |
 | riffusion  | 2.24 | python riffusion\riffusion.py --prompt "the prompt string ..." |
 | real_esrgan_x4plus  | 2.28 | python real_esrgan_x4plus\real_esrgan_x4plus.py |
 | real_esrgan_general_x4v3  | 2.28 | python real_esrgan_general_x4v3\real_esrgan_general_x4v3.py |
diff --git a/samples/python/real_esrgan_general_x4v3/input.jpg b/samples/python/real_esrgan_general_x4v3/input.jpg
new file mode 100644
index 0000000..bf7a7ff
Binary files /dev/null and b/samples/python/real_esrgan_general_x4v3/input.jpg differ
diff --git a/samples/python/real_esrgan_general_x4v3/input.png b/samples/python/real_esrgan_general_x4v3/input.png
deleted file mode 100644
index 5e0bd64..0000000
Binary files a/samples/python/real_esrgan_general_x4v3/input.png and /dev/null differ
diff --git a/samples/python/real_esrgan_general_x4v3/real_esrgan_general_x4v3.py b/samples/python/real_esrgan_general_x4v3/real_esrgan_general_x4v3.py
index f27e7cb..2855ddb 100644
--- a/samples/python/real_esrgan_general_x4v3/real_esrgan_general_x4v3.py
+++ b/samples/python/real_esrgan_general_x4v3/real_esrgan_general_x4v3.py
@@ -117,7 +117,7 @@ def Release():
 
 Init()
 
-Inference(execution_ws + "\\input.png", execution_ws + "\\output.png")
+Inference(execution_ws + "\\input.jpg", execution_ws + "\\output.jpg")
 
 Release()
 
diff --git a/samples/python/real_esrgan_x4plus/input.jpg b/samples/python/real_esrgan_x4plus/input.jpg
new file mode 100644
index 0000000..bf7a7ff
Binary files /dev/null and b/samples/python/real_esrgan_x4plus/input.jpg differ
diff --git a/samples/python/real_esrgan_x4plus/input.png b/samples/python/real_esrgan_x4plus/input.png
deleted file mode 100644
index 5e0bd64..0000000
Binary files a/samples/python/real_esrgan_x4plus/input.png and /dev/null differ
diff --git a/samples/python/real_esrgan_x4plus/real_esrgan_x4plus.py b/samples/python/real_esrgan_x4plus/real_esrgan_x4plus.py
index fa02f9a..bf6028b 100644
--- a/samples/python/real_esrgan_x4plus/real_esrgan_x4plus.py
+++ b/samples/python/real_esrgan_x4plus/real_esrgan_x4plus.py
@@ -116,7 +116,7 @@ def Release():
 
 Init()
 
-Inference(execution_ws + "\\input.png", execution_ws + "\\output.png")
+Inference(execution_ws + "\\input.jpg", execution_ws + "\\output.jpg")
 
 Release()
 
diff --git a/src/Utils/DataUtil.cpp b/src/Utils/DataUtil.cpp
index 4502728..12657e0 100644
--- a/src/Utils/DataUtil.cpp
+++ b/src/Utils/DataUtil.cpp
@@ -12,7 +12,9 @@
 #include <iostream>
 #include <numeric>
 #include <queue>
+#ifdef _WIN32
 #include <intrin.h>
+#endif
 #include "DataUtil.hpp"
 #include "Logger.hpp"
 #ifndef __hexagon__