diff --git a/magma-2.7.1-cuda13-clockrate.patch b/magma-2.7.1-cuda13-clockrate.patch
new file mode 100644
index 0000000000000000000000000000000000000000..798d6dc56b8545a020eacd661a7bfcc4a012a50b
--- /dev/null
+++ b/magma-2.7.1-cuda13-clockrate.patch
@@ -0,0 +1,33 @@
+From 235aefb7b064954fce09d035c69907ba8a87cbcd Mon Sep 17 00:00:00 2001
+From: Ahmad Abdelfattah <ahmad@icl.utk.edu>
+Date: Fri, 22 Aug 2025 11:56:30 -0400
+Subject: [PATCH] fix compilation issue with cuda 13
+
+---
+ interface_cuda/interface.cpp | 10 +++++++++-
+ 1 file changed, 9 insertions(+), 1 deletion(-)
+
+diff --git a/interface_cuda/interface.cpp b/interface_cuda/interface.cpp
+index c3ae4e0eb..9c8e6c67f 100644
+--- a/interface_cuda/interface.cpp
++++ b/interface_cuda/interface.cpp
+@@ -391,10 +391,18 @@ magma_print_environment()
+         check_error( err );
+ 
+         #ifdef MAGMA_HAVE_CUDA
++
++        int clock_khz;
++        #if CUDA_VERSION >= 13000
++        cudaDeviceGetAttribute (&clock_khz, cudaDevAttrClockRate, dev);
++        #else
++        clock_khz = prop.clockRate;
++        #endif
++
+         printf( "%% device %d: %s, %.1f MHz clock, %.1f MiB memory, capability %d.%d\n",
+                 dev,
+                 prop.name,
+-                prop.clockRate / 1000.,
++                clock_khz / 1000.,
+                 prop.totalGlobalMem / (1024.*1024.),
+                 prop.major,
+                 prop.minor );
diff --git a/magma27.spec b/magma27.spec
index 2035aac3547c9b65d6a795439c9f5f6932f35349..db38be93a40eb89042e501497599af13e052eab7 100644
--- a/magma27.spec
+++ b/magma27.spec
@@ -1,6 +1,6 @@
 Name:           magma27
 Version:        2.7.1
-Release:        1%{?dist}
+Release:        2%{?dist}
 Summary:        Matrix Algebra on GPU and Multicore Architectures (make.inc build)
 
 ExcludeArch:    loongarch64 aarch64
@@ -16,11 +16,16 @@ URL:            https://github.com/icl-utk-edu/magma
 Source0:        https://github.com/icl-utk-edu/magma/archive/refs/tags/v%{version}.tar.gz
 Source1:        make.inc.openblas
 
+# Upstream fix for CUDA 13 compatibility:
+# cudaDeviceProp::clockRate was removed in CUDA 13; use cudaDeviceGetAttribute(cudaDevAttrClockRate) instead.
+# https://github.com/icl-utk-edu/magma/commit/235aefb7b064954fce09d035c69907ba8a87cbcd
+Patch0:         magma-2.7.1-cuda13-clockrate.patch
+
 BuildRequires:  gcc-c++
 BuildRequires:  gcc-gfortran
 BuildRequires:  make
 BuildRequires:  openblas-devel
-BuildRequires:  cuda-devel-12-0
+BuildRequires:  cuda-devel-13-0
 BuildRequires:  python3-devel python-unversioned-command
 
 %description
@@ -54,6 +59,7 @@ including header files, examples, and configuration files.
 
 %prep
 %setup -q -n magma-%{version}
+%patch -P 0 -p1
 
 %build
 cp %{SOURCE1} make.inc
@@ -98,5 +104,9 @@ cp README ReleaseNotes COPYRIGHT %{buildroot}%{_docdir}/magma/
 %{_docdir}/magma
 
 %changelog
+* Thu May 14 2026 Xinlong Chen <xinlongchen@tencent.com> - 2.7.1-2
+- [Type] other
+- [DESC] rebuild with cuda-13.0 and add Hopper/Ada support
+
 * Thu Nov 13 2025 Doris Chao <doriscchao@tencent.com> - 2.7.1-1
 - Init
diff --git a/make.inc.openblas b/make.inc.openblas
index 41deb4c5ce8881ec1f796716739186f1fdb1805b..ed154a22ce8cc401c4510f132e8e36128dfe6e81 100644
--- a/make.inc.openblas
+++ b/make.inc.openblas
@@ -13,12 +13,14 @@ ARCH        = ar
 ARCHFLAGS   = cr
 RANLIB      = ranlib
 
-GPU_TARGET  = Volta Turing Ampere
+# CUDA 13 dropped support for Maxwell/Pascal/Volta. Minimum supported arch is Turing (sm_75).
+# magma 2.7.1 Makefile does not recognize the "Ada" keyword, so use sm_89 directly for RTX 4090.
+GPU_TARGET  = Turing Ampere Hopper sm_89
 
 FPIC        = -fPIC
 
 CFLAGS      = -O3 $(FPIC) -DNDEBUG -DADD_ -Wall -fopenmp -std=c99
-CXXFLAGS    = -O3 $(FPIC) -DNDEBUG -DADD_ -Wall -fopenmp -std=c++14
+CXXFLAGS    = -O3 $(FPIC) -DNDEBUG -DADD_ -Wall -fopenmp -std=c++17
 FFLAGS      = -O3 $(FPIC) -DNDEBUG -DADD_ -Wall -Wno-unused-dummy-argument
 F90FLAGS    = -O3 $(FPIC) -DNDEBUG -DADD_ -Wall -Wno-unused-dummy-argument -x f95-cpp-input
 LDFLAGS     = $(FPIC) -fopenmp
@@ -31,4 +33,4 @@ INC         = -I$(CUDADIR)/include
 LIBDIR     += -L$(CUDADIR)/lib64
 LIB        += -lcublas -lcusparse -lcudart -lcudadevrt
 
-DEVCCFLAGS += -Xcompiler "$(FPIC)" -std=c++11
\ No newline at end of file
+DEVCCFLAGS += -Xcompiler "$(FPIC)" -std=c++17
\ No newline at end of file