diff --git a/tests/cuda_empty_cache_tests.rs b/tests/cuda_empty_cache_tests.rs
new file mode 100644
index 00000000..38007514
--- /dev/null
+++ b/tests/cuda_empty_cache_tests.rs
@@ -0,0 +1,14 @@
+use tch::{Device, Kind, Tensor};
+use torch_sys::c10_cuda::empty_cuda_cache;
+
+#[test]
+fn cuda_empty_cache() {
+    println!("Cuda empty cache test started...");
+    println!("Create tensor...");
+    let tensor = Tensor::randn([1024, 1024, 1024], (Kind::Float, Device::Cpu));
+    println!("Push tensor to cuda");
+    let tensor_cuda = tensor.to_kind(Kind::Half).to_device(Device::Cuda(0));
+    println!("Empty cuda cache");
+    drop(tensor_cuda);
+    let _ = empty_cuda_cache();
+}
diff --git a/torch-sys/build.rs b/torch-sys/build.rs
index dacc5405..eb597f34 100644
--- a/torch-sys/build.rs
+++ b/torch-sys/build.rs
@@ -351,7 +351,7 @@ impl SystemInfo {
         }
     }
 
-    fn make(&self) {
+    fn make(&self, use_cuda: bool) {
         println!("cargo:rerun-if-changed=libtch/torch_python.cpp");
         println!("cargo:rerun-if-changed=libtch/torch_python.h");
         println!("cargo:rerun-if-changed=libtch/torch_api_generated.cpp");
@@ -361,7 +361,18 @@ impl SystemInfo {
         println!("cargo:rerun-if-changed=libtch/stb_image_write.h");
         println!("cargo:rerun-if-changed=libtch/stb_image_resize.h");
         println!("cargo:rerun-if-changed=libtch/stb_image.h");
+        let mut cuda_include_dirs: Vec<PathBuf> = vec![];
+        if use_cuda {
+            let cuda_home = env::var("CUDA_HOME").expect("Cannot found CUDA_HOME!!!");
+            let cuda_include = PathBuf::from(format!("{cuda_home}/include"));
+            let _ = cuda_include_dirs.push(cuda_include);
+            println!("cargo:rerun-if-changed=libtch/torch_c10_cuda_api.cpp");
+            println!("cargo:rerun-if-changed=libtch/torch_c10_cuda_api.h");
+        }
         let mut c_files = vec!["libtch/torch_api.cpp", "libtch/torch_api_generated.cpp"];
+        if use_cuda {
+            c_files.push("libtch/torch_c10_cuda_api.cpp")
+        }
         if cfg!(feature = "python-extension") {
             c_files.push("libtch/torch_python.cpp")
         }
@@ -377,6 +388,7 @@ impl SystemInfo {
                     .pic(true)
                     .warnings(false)
                     .includes(&self.libtorch_include_dirs)
+                    .includes(&cuda_include_dirs)
                     .flag(format!("-Wl,-rpath={}", self.libtorch_lib_dir.display()))
                     .flag("-std=c++17")
                     .flag(format!("-D_GLIBCXX_USE_CXX11_ABI={}", self.cxx11_abi))
@@ -393,6 +405,7 @@ impl SystemInfo {
                     .pic(true)
                     .warnings(false)
                     .includes(&self.libtorch_include_dirs)
+                    .includes(&cuda_include_dirs)
                     .flag("/std:c++17")
                     .flag("/p:DefineConstants=GLOG_USE_GLOG_EXPORT")
                     .files(&c_files)
@@ -449,11 +462,12 @@ fn main() -> anyhow::Result<()> {
             si_lib.join("libtorch_hip.so").exists() || si_lib.join("torch_hip.dll").exists();
         println!("cargo:rustc-link-search=native={}", si_lib.display());
 
-        system_info.make();
+        system_info.make(use_cuda);
 
         println!("cargo:rustc-link-lib=static=tch");
         if use_cuda {
-            system_info.link("torch_cuda")
+            system_info.link("torch_cuda");
+            system_info.link("c10_cuda");
         }
         if use_cuda_cu {
             system_info.link("torch_cuda_cu")
diff --git a/torch-sys/libtch/torch_c10_cuda_api.cpp b/torch-sys/libtch/torch_c10_cuda_api.cpp
new file mode 100644
index 00000000..20e6211d
--- /dev/null
+++ b/torch-sys/libtch/torch_c10_cuda_api.cpp
@@ -0,0 +1,7 @@
+
+#include "torch_c10_cuda_api.h"
+
+
+void emptyCache(){
+    c10::cuda::CUDACachingAllocator::emptyCache();
+}
\ No newline at end of file
diff --git a/torch-sys/libtch/torch_c10_cuda_api.h b/torch-sys/libtch/torch_c10_cuda_api.h
new file mode 100644
index 00000000..5609e34f
--- /dev/null
+++ b/torch-sys/libtch/torch_c10_cuda_api.h
@@ -0,0 +1,10 @@
+#ifndef __TORCH_C10_CUDA_API_H__
+#define __TORCH_C10_CUDA_API_H__
+
+#include<torch/csrc/cuda/CUDAPluggableAllocator.h>
+
+extern "C" {
+    void emptyCache();
+}
+
+#endif
\ No newline at end of file
diff --git a/torch-sys/src/c10_cuda.rs b/torch-sys/src/c10_cuda.rs
new file mode 100644
index 00000000..59da11ca
--- /dev/null
+++ b/torch-sys/src/c10_cuda.rs
@@ -0,0 +1,8 @@
+extern "C" {
+    /// empty cuda cache
+    pub fn emptyCache();
+}
+
+pub fn empty_cuda_cache() {
+    unsafe { emptyCache() };
+}
\ No newline at end of file
diff --git a/torch-sys/src/lib.rs b/torch-sys/src/lib.rs
index 96c8eb09..8afb5ad7 100644
--- a/torch-sys/src/lib.rs
+++ b/torch-sys/src/lib.rs
@@ -161,6 +161,7 @@ extern "C" {
 }
 
 pub mod c_generated;
+pub mod c10_cuda;
 
 extern "C" {
     pub fn get_and_reset_last_err() -> *mut c_char;