diff --git a/0001-CFGO-Enable-flag_profile_partial_training-for-CFGO-b.patch b/0001-CFGO-Enable-flag_profile_partial_training-for-CFGO-b.patch
new file mode 100644
index 0000000000000000000000000000000000000000..88bf9196ec0887c3c92ca009ba5cc7ec8b108f3e
--- /dev/null
+++ b/0001-CFGO-Enable-flag_profile_partial_training-for-CFGO-b.patch
@@ -0,0 +1,30 @@
+From c5a8fc1ec35310b5f030c05e11af1c32ccf79e4c Mon Sep 17 00:00:00 2001
+From: =?UTF-8?q?=E7=BC=96=E8=AF=91=E5=B0=8F=E4=BC=99?= <412998149@qq.com>
+Date: Tue, 15 Apr 2025 11:42:33 +0000
+Subject: [PATCH] [CFGO] Enable flag_profile_partial_training for CFGO by
+ default Enable flag_profile_partial_training for CFGO by default for better
+ performance.
+MIME-Version: 1.0
+Content-Type: text/plain; charset=UTF-8
+Content-Transfer-Encoding: 8bit
+
+Signed-off-by: 编译小伙 <412998149@qq.com>
+---
+ gcc/opts.cc | 1 +
+ 1 file changed, 1 insertion(+)
+
+diff --git a/gcc/opts.cc b/gcc/opts.cc
+index 7508fc817..162e14bc2 100644
+--- a/gcc/opts.cc
++++ b/gcc/opts.cc
+@@ -2125,6 +2125,7 @@ enable_cfgo_optimizations (struct gcc_options *opts,
+   SET_OPTION_IF_UNSET (opts, opts_set, flag_modulo_sched, value);
+   SET_OPTION_IF_UNSET (opts, opts_set, flag_selective_scheduling, value);
+   SET_OPTION_IF_UNSET (opts, opts_set, flag_rename_registers, value);
++  SET_OPTION_IF_UNSET (opts, opts_set, flag_profile_partial_training, value);
+ 
+   SET_OPTION_IF_UNSET (opts, opts_set, param_max_inline_insns_auto, 185);
+   SET_OPTION_IF_UNSET (opts, opts_set, param_inline_unit_growth, 66);
+-- 
+2.48.1
+
diff --git a/gcc.spec b/gcc.spec
index 7a27a0b179b8614440e1325d64c601f695ade172..5330b3a6cc4038720d258dd65875e30b543c9b7f 100644
--- a/gcc.spec
+++ b/gcc.spec
@@ -2,7 +2,7 @@
 %global gcc_major 12
 # Note, gcc_release must be integer, if you want to add suffixes to
 # %%{release}, append them after %%{gcc_release} on Release: line.
-%global gcc_release 77
+%global gcc_release 79
 
 %global _unpackaged_files_terminate_build 0
 %global _performance_build 1
@@ -135,6 +135,8 @@ Provides: bundled(libbacktrace)
 Provides: bundled(libffi)
 Provides: gcc(major) = %{gcc_major}
 
+# patches for all arch
+%patch -P3325 -p1
 Patch1: 0001-Version-Set-version-to-12.3.1.patch
 Patch2: 0002-RISCV-Backport-inline-subword-atomic-patches.patch
 Patch3: 0003-CONFIG-Regenerate-configure-file.patch
@@ -466,6 +468,7 @@ Patch357: 0357-struct-reorg-disable-malloc-support-when-struct_layo.patch
 Patch358: 0358-struct-reorg-fix-residual-ssa_name-issue.patch
 Patch359: 0359-tracer-static-Fix-divide-by-zero-error.patch
 Patch360: 0360-Struct-reorg-Re-enable-malloc-support-below-ptr_comp.patch
+Patch3325: 0001-Version-Set-version-to-12.3.1.patch
 
 # Part 1001-1999
 %ifarch sw_64
@@ -813,6 +816,7 @@ Patch3320: 0190-tree-optimization-110702-avoid-zero-based-memory-ref.patch
 Patch3321: 0191-LoongArch-Change-OSDIR-for-distribution.patch
 Patch3322: Fix-indentation-and-numbering-errors.diff
 Patch3323: LoongArch-Allow-attributes-in-non-gnu-namespaces.diff
+Patch3324: 0001-Version-Set-version-to-12.3.1.patch
 %endif
 
 # On ARM EABI systems, we do want -gnueabi to be part of the
@@ -1281,6 +1285,7 @@ not stable, so plugins must be rebuilt any time GCC is updated.
 %prep
 %setup -q -n gcc-12.3.0
 
+# patches for all arch
 %patch -P1 -p1
 %patch -P2 -p1
 %patch -P3 -p1
@@ -1957,6 +1962,8 @@ not stable, so plugins must be rebuilt any time GCC is updated.
 %patch -P3321 -p1
 %patch -P3322 -p1
 %patch -P3323 -p1
+%patch -P3324 -p1
+
 %endif
 
 echo '%{_vendor} %{version}-%{release}' > gcc/DEV-PHASE
@@ -4239,6 +4246,12 @@ end
 %doc rpm.doc/changelogs/libcc1/ChangeLog*
 
 %changelog
+* Sun Apr 20 2025 lulingyu-601 <lulingyu@huawei.com> - 12.3.1-79
+- DESC: CFGO-Enable-flag_profile_partial_training-for-CFGO-b
+
+* Fri Apr 18 2025 lulingyu-601 <lulingyu@huawei.com> - 12.3.1-78
+- DESC: CFGO-Enable-flag_profile_partial_training-for-CFGO-b
+
 * Wed Mar 19 2025 liyancheng <412998149@qq.com> - 12.3.1-77
 - Type:Bugfix
 - DESC: Re-enable malloc support below ptr_compression