diff --git a/bazel-5.1.1-dist.zip b/bazel-5.3.0-dist.zip
similarity index 95%
rename from bazel-5.1.1-dist.zip
rename to bazel-5.3.0-dist.zip
index be19be117e4432a94caa0cf143332e3c57f9f6e0..971ff5ab1296823b71e5b19193fb025336195b51 100644
Binary files a/bazel-5.1.1-dist.zip and b/bazel-5.3.0-dist.zip differ
diff --git a/bazel.spec b/bazel.spec
index 3e026f77a5640cf56c4861cf04d7a1091a1fac84..0e9ca209be3218e369c4d849702d895c40ea0289 100644
--- a/bazel.spec
+++ b/bazel.spec
@@ -1,8 +1,8 @@
 %define _disable_source_fetch 0
 
 Name:           bazel
-Version:        5.1.1
-Release:        1
+Version:        5.3.0
+Release:        0
 Summary:        Correct, reproducible, and fast builds for everyone.
 License:        Apache License 2.0
 URL:            http://bazel.io/
@@ -96,6 +96,9 @@ env ./scripts/generate_bash_completion.sh --bazel=output/bazel --output=output/b
 %attr(0755,root,root) %{bashcompdir}/bazel
 
 %changelog
+* Fri Sep 08 2023 Jincheng Miao  <jincheng.miao@intel.com> - 5.3.0-0
+- upgrade bazel to 5.3.0 for building TF-2.12.1
+
 * Fri Jun 09 2023 Jingwiw  <wangjingwei@iscas.ac.cn> - 5.1.1-1
 - fix riscv64 build error and add qemu user support
 
diff --git a/linux-bazel-path-from-getauxval.patch b/linux-bazel-path-from-getauxval.patch
index a68ed34558943946d401763c765cb611a2876b4c..0482feb701cefaade396b712c1c190b8e16ea17d 100644
--- a/linux-bazel-path-from-getauxval.patch
+++ b/linux-bazel-path-from-getauxval.patch
@@ -62,45 +62,37 @@ index c2e8e1f..33d1a96 100755
    char pathbuf[PROC_PIDPATHINFO_MAXSIZE] = {};
    int len = proc_pidpath(getpid(), pathbuf, sizeof(pathbuf));
    if (len == 0) {
-diff --git a/src/main/cpp/blaze_util_linux.cc b/src/main/cpp/blaze_util_linux.cc
+diff --git a/src/main/cpp/get_self_path_linux.cc b/src/main/cpp/get_self_path_linux.cc
 index 2183d43..3e75ef0 100755
---- a/src/main/cpp/blaze_util_linux.cc
-+++ b/src/main/cpp/blaze_util_linux.cc
-@@ -21,6 +21,7 @@
- #include <stdio.h>
- #include <stdlib.h>
- #include <string.h>  // strerror
-+#include <sys/auxv.h> 
- #include <sys/socket.h>
- #include <sys/stat.h>
- #include <sys/statfs.h>
-@@ -29,6 +30,7 @@
- 
- #include "src/main/cpp/blaze_util.h"
+--- a/src/main/cpp/get_self_path_linux.cc 2023-09-07 09:45:41.310000000 +0000
++++ b/src/main/cpp/get_self_path_linux.cc 2023-09-07 09:47:28.512000000 +0000
+@@ -14,8 +14,10 @@
+
+ #include <unistd.h>
+ #include <limits.h>
++#include <sys/auxv.h>
+
  #include "src/main/cpp/blaze_util_platform.h"
 +#include "src/main/cpp/startup_options.h"
  #include "src/main/cpp/util/errors.h"
  #include "src/main/cpp/util/exit_code.h"
- #include "src/main/cpp/util/file.h"
-@@ -82,11 +84,13 @@ void WarnFilesystemType(const blaze_util::Path &output_base) {
-   }
- }
- 
+ #include "src/main/cpp/util/logging.h"
+@@ -25,7 +27,14 @@ namespace blaze {
+ using blaze_util::GetLastErrorString;
+ using std::string;
+
 -string GetSelfPath(const char* argv0) {
--  // The file to which this symlink points could change contents or go missing
--  // concurrent with execution of the Bazel client, so we don't eagerly resolve
--  // it.
--  return "/proc/self/exe";
 +string GetSelfPath(const char* argv0, const StartupOptions &options) {
-+    // Sometimes /proc/self/exec isn't valid (binfmt_misc + qemu)
-+    // so we provide an alternate API. e.g. Linux aarch64 running
-+    // bazel-x86_64-linux
-+    if (options.linux_bazel_path_from_getauxval) {
-+        return reinterpret_cast<const char *>(getauxval(AT_EXECFN));
-+    }
- }
- 
- uint64_t GetMillisecondsMonotonic() {
++  // Sometimes /proc/self/exec isn't valid (binfmt_misc + qemu)
++  // so we provide an alternate API. e.g. Linux aarch64 running
++  // bazel-x86_64-linux
++  if (options.linux_bazel_path_from_getauxval) {
++    return reinterpret_cast<const char *>(getauxval(AT_EXECFN));
++  }
++
+   char buffer[PATH_MAX] = {};
+   ssize_t bytes = readlink("/proc/self/exe", buffer, sizeof(buffer));
+   if (bytes == sizeof(buffer)) {
 diff --git a/src/main/cpp/blaze_util_platform.h b/src/main/cpp/blaze_util_platform.h
 index 42075f1..54afa8e 100755
 --- a/src/main/cpp/blaze_util_platform.h