diff --git a/numpy-1.24.4-sw.patch b/numpy-1.24.4-sw.patch
new file mode 100644
index 0000000000000000000000000000000000000000..08d9f4b6d2ae7c8ce1ed41efce6683bf8827ff97
--- /dev/null
+++ b/numpy-1.24.4-sw.patch
@@ -0,0 +1,23 @@
+diff -Nur numpy-1.24.4-orig/numpy/core/include/numpy/npy_cpu.h numpy-1.24.4-mody/numpy/core/include/numpy/npy_cpu.h
+--- numpy-1.24.4-orig/numpy/core/include/numpy/npy_cpu.h	2025-03-12 10:16:46.398212197 +0800
++++ numpy-1.24.4-mody/numpy/core/include/numpy/npy_cpu.h	2025-03-12 10:17:40.911151661 +0800
+@@ -62,6 +62,8 @@
+     #define NPY_CPU_IA64
+ #elif defined(__hppa)
+     #define NPY_CPU_HPPA
++#elif defined(__sw_64__)
++    #define NPY_CPU_SW_64
+ #elif defined(__alpha__)
+     #define NPY_CPU_ALPHA
+ #elif defined(__arm__) || defined(__aarch64__) || defined(_M_ARM64)
+diff -Nur numpy-1.24.4-orig/numpy/core/include/numpy/npy_endian.h numpy-1.24.4-mody/numpy/core/include/numpy/npy_endian.h
+--- numpy-1.24.4-orig/numpy/core/include/numpy/npy_endian.h	2025-03-12 10:16:46.398212197 +0800
++++ numpy-1.24.4-mody/numpy/core/include/numpy/npy_endian.h	2025-03-12 10:18:10.983118269 +0800
+@@ -41,6 +41,7 @@
+             || defined(NPY_CPU_AMD64)         \
+             || defined(NPY_CPU_IA64)          \
+             || defined(NPY_CPU_ALPHA)         \
++            || defined(NPY_CPU_SW_64)         \
+             || defined(NPY_CPU_ARMEL)         \
+             || defined(NPY_CPU_ARMEL_AARCH32) \
+             || defined(NPY_CPU_ARMEL_AARCH64) \
diff --git a/numpy.spec b/numpy.spec
index 7bfe40bf4ffd118aacb3a952192557b7207f62e7..4e5e81f3441cf2423bfde9f020d528459b1fc6ba 100644
--- a/numpy.spec
+++ b/numpy.spec
@@ -1,4 +1,4 @@
-%define anolis_release 2
+%define anolis_release 3
 
 %bcond_with tests
 %global blaslib flexiblas
@@ -14,7 +14,7 @@ License:        BSD and Python and ASL 2.0
 URL:            http://www.%{name}.org/
 Source0:        https://github.com/%{name}/%{name}/releases/download/v%{version}/%{name}-%{version}.tar.gz
 Source1:        https://%{name}.org/doc/1.24/%{name}-html.zip
-
+Patch0:		numpy-1.24.4-sw.patch
 %description
 NumPy is a community-driven open source project developed by
 a diverse group of contributors. The NumPy leadership has made a
@@ -159,6 +159,9 @@ python3 runtests.py \
 %doc docs/* THANKS.* site.cfg.example
 
 %changelog
+* Wed Mar 12 2025 yangguanghui <yangguanghui@nfschina.com> - 1:1.24.4-3
+- Add sw_64 native compiler support.
+
 * Wed Mar 13 2024 Zhao Hang <wb-zh951434@alibaba-inc.com> - 1.24.4-2
 - Rebuild with python3.11