diff --git a/src/ATen/native/xpu/SpectralOps.cpp b/src/ATen/native/xpu/SpectralOps.cpp
index cca2810f9..adc25737f 100644
--- a/src/ATen/native/xpu/SpectralOps.cpp
+++ b/src/ATen/native/xpu/SpectralOps.cpp
@@ -12,7 +12,13 @@ Tensor XPUNativeFunctions::_fft_c2c(
     bool forward) {
   TORCH_CHECK(self.is_complex());
 
+#if defined(__MKL_FALLBACK_TO_CPU)
+  Tensor out_cpu = native::_fft_c2c_mkl(
+      self.to(Device(at::kCPU)), dim, normalization, forward);
+  return out_cpu.to(Device(at::kXPU));
+#else
   return native::xpu::_fft_c2c_mkl(self, dim, normalization, forward);
+#endif // __MKL_FALLBACK_TO_CPU
 }
 
 Tensor& XPUNativeFunctions::_fft_c2c_out(
@@ -23,7 +29,15 @@ Tensor& XPUNativeFunctions::_fft_c2c_out(
     Tensor& out) {
   TORCH_CHECK(self.is_complex());
 
+#if defined(__MKL_FALLBACK_TO_CPU)
+  Tensor out_cpu = out.to(Device(at::kCPU));
+  native::_fft_c2c_mkl_out(
+      self.to(Device(at::kCPU)), dim, normalization, forward, out_cpu);
+  out.copy_(out_cpu);
+  return out;
+#else
   return native::xpu::_fft_c2c_mkl_out(self, dim, normalization, forward, out);
+#endif // __MKL_FALLBACK_TO_CPU
 }
 
 } // namespace at
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 5d162ccbb..caaeb9b6c 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -95,4 +95,7 @@ if(CLANG_FORMAT)
 endif()
 
 target_include_directories(torch_xpu_ops PUBLIC ${ONEMKL_INCLUDE_DIR})
+if(WIN32)
+  target_compile_options(torch_xpu_ops PRIVATE "-D__MKL_FALLBACK_TO_CPU")
+endif()
 target_link_libraries(torch_xpu_ops PUBLIC ${TORCH_XPU_OPS_ONEMKL_LIBRARIES})