diff --git a/.gitmodules b/.gitmodules
index cabe2a25c..2d20a6af2 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -1,7 +1,7 @@
-[submodule "third_party/iniparser"]
-	path = third_party/iniparser
+[submodule "subprojects/iniparser"]
+	path = subprojects/iniparser
 	url = https://github.com/ndevilla/iniparser.git
 
-[submodule "third_party/ruy"]
-	path = third_party/ruy
+[submodule "subprojects/ruy"]
+	path = subprojects/ruy
 	url = https://github.com/google/ruy
diff --git a/debian/control b/debian/control
index c4438e2ef..8c439424d 100644
--- a/debian/control
+++ b/debian/control
@@ -92,3 +92,9 @@ Depends: nnstreamer-nntrainer-trainer, ${shlibs:Depends}, ${misc:Depends}
 Description: Development package for nntrainer tensor trainer
  This is a developement package of nntrainer's tensor trainer.
 
+Package: ruy
+Architecture: any
+Multi-Arch: same
+Depends: ${shlibs:Depends}, ${misc:Depends}
+Description: Ruy package
+ This is a ruy package for NNTrainer.
diff --git a/debian/rules b/debian/rules
index 449ccce7d..536ada57d 100755
--- a/debian/rules
+++ b/debian/rules
@@ -31,7 +31,7 @@ override_dh_auto_clean:
 	rm -rf build
 
 override_dh_auto_configure:
-	tar -xf packaging/ruy.tar.gz -C third_party
+	tar -xf packaging/ruy.tar.gz -C subprojects
 	mkdir -p build
 	meson --buildtype=plain --prefix=/usr --sysconfdir=/etc \
 		--libdir=lib/$(DEB_HOST_MULTIARCH) --bindir=lib/nntrainer/bin \
@@ -45,7 +45,7 @@ override_dh_auto_configure:
                 -Dcapi-ml-common-actual=capi-ml-common \
                 -Dcapi-ml-inference-actual=capi-ml-inference \
                 -Denable-capi=enabled \
-		build
+		build --wrap-mode=nodownload
 
 override_dh_auto_build:
 	ninja -C build
@@ -58,6 +58,11 @@ override_dh_auto_install:
 
 override_dh_install:
 	dh_install --sourcedir=debian/tmp
+	if [ "$(DEB_HOST_ARCH)" = "amd64" ]; then \
+		dh_install /usr/bin/cpuid_dump; \
+	else \
+		echo "Skipping cpuid_dump on non-x86_64 architecture"; \
+	fi
 
 override_dh_missing:
 	dh_missing --fail-missing
diff --git a/debian/ruy.install b/debian/ruy.install
new file mode 100644
index 000000000..9e750a1f3
--- /dev/null
+++ b/debian/ruy.install
@@ -0,0 +1,6 @@
+/usr/lib/*/libruy*.a
+/usr/lib/*/libclog.a
+/usr/lib/*/libcpuinfo.a
+/usr/bin/cache_info
+/usr/bin/cpu_info
+/usr/bin/isa_info
diff --git a/jni/Android.mk.in b/jni/Android.mk.in
index 6226dc574..ecf459599 100644
--- a/jni/Android.mk.in
+++ b/jni/Android.mk.in
@@ -54,6 +54,23 @@ include $(BUILD_STATIC_LIBRARY)
 
 include $(CLEAR_VARS)
 
+LOCAL_MODULE        := ruy
+LOCAL_SRC_FILES     := @MESON_RUY_ROOT@/ruy/apply_multiplier.cc \
+                       @MESON_RUY_ROOT@/ruy/block_map.cc \
+                       @MESON_RUY_ROOT@/ruy/blocking_counter.cc \
+                       @MESON_RUY_ROOT@/ruy/context.cc \
+                       @MESON_RUY_ROOT@/ruy/context_get_ctx.cc \
+                       @MESON_RUY_ROOT@/ruy/ctx.cc \
+                       @MESON_RUY_ROOT@/ruy/frontend.cc \
+                       @MESON_RUY_ROOT@/ruy/kernel_arm32.cc \
+                       @MESON_RUY_ROOT@/ruy/pack_arm.cc \
+LOCAL_C_INCLUDES    := @MESON_RUY_ROOT@/ruy
+LOCAL_EXPORT_C_INCLUDES  := $(LOCAL_C_INCLUDES)
+
+include $(BUILD_STATIC_LIBRARY)
+
+include $(CLEAR_VARS)
+
 LOCAL_MODULE        := nntrainer
 LOCAL_SRC_FILES     := @MESON_NNTRAINER_SRCS@
 # @todo ML_API_COMMON_ROOT should be included by exporting ml-api-common lib later
diff --git a/jni/meson.build b/jni/meson.build
index e552919be..450088a55 100644
--- a/jni/meson.build
+++ b/jni/meson.build
@@ -37,6 +37,10 @@ if iniparser_dep.found()
   and_conf.set('MESON_INIPARSER_ROOT', iniparser_root)
 endif
 
+if ruy_dep.found()
+  and_conf.set('MESON_RUY_ROOT', ruy_root)
+endif
+
 if tflite_dep.found()
   and_conf.set('MESON_HAS_TFLITE', 1)
   and_conf.set('MESON_TFLITE_ROOT', tflite_root)
diff --git a/meson.build b/meson.build
index 0ec104d44..cf745f4e7 100644
--- a/meson.build
+++ b/meson.build
@@ -9,7 +9,6 @@ project('nntrainer', 'c', 'cpp',
     'cpp_std=c++17',
     'buildtype=release'
   ],
-  subproject_dir: 'third_party'
 )
 
 # Set version info
@@ -370,7 +369,7 @@ endif
 thread_dep = dependency('threads') # pthread for tensorflow-lite
 
 if get_option('platform') == 'android'
-  iniparser_root = meson.source_root() / 'third_party' / 'iniparser'
+  iniparser_root = meson.source_root() / 'subprojects' / 'iniparser'
   iniparser_dep = declare_dependency()
 else
   iniparser_dep = dependency('iniparser', required : false, version : '>=3.2') # iniparser
@@ -390,6 +389,30 @@ else
   endif
 endif
 
+# Configure the Ruy project (CMake)
+if get_option('platform') == 'android'
+  ruy_root = meson.source_root() / 'subprojects' / 'ruy'
+  ruy_dep = declare_dependency()
+else
+  cmake = import('cmake')
+
+  ruy_options = cmake.subproject_options()
+  ruy_options.add_cmake_defines({'RUY_MINIMAL_BUILD': true})
+  ruy_flags = [
+    '-Wno-error=unused-result',
+    '-Wno-error=comment',
+    '-Wno-error=maybe-uninitialized',
+    '-Wno-error=unknown-pragmas',
+    '-Wno-error=unused-function',
+    '-Wno-error=stringop-overread',
+    '-Wno-error=array-parameter'
+    ]
+  ruy_options.append_compile_args('c', ruy_flags)
+  ruy_options.append_compile_args('cpp', ruy_flags)
+  ruy_proj = cmake.subproject('ruy', options: ruy_options, required: true)
+  ruy_dep = ruy_proj.dependency('ruy').partial_dependency(includes: true)
+endif
+
 if get_option('platform') == 'android'
   message('preparing ml api')
   run_command(meson.source_root() / 'jni' / 'prepare_ml-api.sh', meson.build_root() / 'ml-api-inference', check: true)
diff --git a/nntrainer/meson.build b/nntrainer/meson.build
index b09cb9680..ea00b3829 100644
--- a/nntrainer/meson.build
+++ b/nntrainer/meson.build
@@ -30,6 +30,7 @@ else
   nntrainer_base_deps=[
     blas_dep,
     iniparser_dep,
+    ruy_dep,
     ml_api_common_dep,
     libm_dep,
     libdl_dep,
@@ -64,20 +65,13 @@ foreach elem : nntrainer_elements
   nntrainer_inc_abs += meson.current_source_dir() / elem
 endforeach
 
-# add third party to include path
-fs = import('fs')
-if fs.is_dir('../third_party/ruy') 
-  nntrainer_inc += include_directories('../third_party/ruy')
-  nntrainer_inc_abs += meson.source_root() / 'third_party' / 'ruy'
-else
-  error('The git submodules of the nntrainer repository have not been checked out.\n Try: git submodule update --init')
-endif
-
 nntrainer_common_sources = [
   'nntrainer_logger.cpp',
   'app_context.cpp'
 ]
 
+nntrainer_inc_abs += meson.source_root() / 'subprojects' / 'ruy'
+
 if get_option('enable-opencl')
   nntrainer_headers += meson.current_source_dir() / 'cl_context.h'
   nntrainer_headers += meson.current_source_dir() / 'cl_buffer_manager.h'
diff --git a/packaging/nntrainer.spec b/packaging/nntrainer.spec
index d6fb42f8a..29a949916 100644
--- a/packaging/nntrainer.spec
+++ b/packaging/nntrainer.spec
@@ -97,6 +97,7 @@ BuildRequires:	gtest-devel
 BuildRequires:	python3
 BuildRequires:	python3-numpy
 BuildRequires:	flatbuffers-devel
+BuildRequires:  cmake
 
 %if 0%{?unit_test}
 BuildRequires:	ssat >= 1.1.0
@@ -325,6 +326,10 @@ Requires:	nnstreamer-nntrainer-trainer = %{version}-%{release}
 NNSteamer tensor trainer static package for nntrainer to support inference.
 %endif #nnstreamer_trainer
 
+%package -n ruy
+Summary: Ruy support in NNTrainer
+%description -n ruy
+
 %endif #tizen
 
 ## Define build options
@@ -412,7 +417,7 @@ ln -sf %{_libdir}/pkgconfig/capi-nnstreamer.pc %{_libdir}/pkgconfig/capi-ml-comm
 %endif
 
 # Setup Ruy
-tar -xf packaging/ruy.tar.gz -C third_party
+tar -xf packaging/ruy.tar.gz -C subprojects
 
 mkdir -p build
 meson --buildtype=plain --prefix=%{_prefix} --sysconfdir=%{_sysconfdir} \
@@ -425,7 +430,7 @@ meson --buildtype=plain --prefix=%{_prefix} --sysconfdir=%{_sysconfdir} \
       %{enable_reduce_tolerance} %{configure_subplugin_install_path} %{enable_debug} \
       -Dml-api-support=enabled -Denable-nnstreamer-tensor-filter=enabled \
       -Denable-nnstreamer-tensor-trainer=enabled -Denable-capi=enabled \
-      %{fp16_support} %{neon_support} %{avx_support} build
+      %{fp16_support} %{neon_support} %{avx_support} build --wrap-mode=nodownload
 
 ninja -C build %{?_smp_mflags}
 
@@ -690,6 +695,21 @@ cp -r result %{buildroot}%{_datadir}/nntrainer/unittest/
 %{_libdir}/libnnstreamer_trainer_nntrainer.a
 %endif #nnstreamer_trainer
 
+# Ruy
+%files -n ruy
+%manifest nntrainer.manifest
+%defattr(-,root,root,-)
+%license LICENSE
+%{_libdir}/libruy*.a
+%{_libdir}/libclog.a
+%{_libdir}/libcpuinfo.a
+%{_bindir}/cache_info
+%{_bindir}/cpu_info
+%{_bindir}/isa_info
+%ifarch x86_64
+%{_bindir}/cpuid_dump
+%endif #x86_64
+
 %endif #tizen
 
 %files applications
diff --git a/packaging/ruy.tar.gz b/packaging/ruy.tar.gz
index 1d284282f..9fdf9ebbf 100644
Binary files a/packaging/ruy.tar.gz and b/packaging/ruy.tar.gz differ
diff --git a/subprojects/iniparser b/subprojects/iniparser
new file mode 160000
index 000000000..4bef81128
--- /dev/null
+++ b/subprojects/iniparser
@@ -0,0 +1 @@
+Subproject commit 4bef811283e0ec1658c60e09950bd5a1ddc92e4b
diff --git a/third_party/iniparser.wrap b/subprojects/iniparser.wrap
similarity index 100%
rename from third_party/iniparser.wrap
rename to subprojects/iniparser.wrap
diff --git a/third_party/ruy b/subprojects/ruy
similarity index 100%
rename from third_party/ruy
rename to subprojects/ruy
diff --git a/subprojects/ruy.wrap b/subprojects/ruy.wrap
new file mode 100644
index 000000000..cced841f7
--- /dev/null
+++ b/subprojects/ruy.wrap
@@ -0,0 +1,4 @@
+[wrap-git]
+url = https://github.com/google/ruy
+directory = ruy
+revision = HEAD
diff --git a/test/jni/meson.build b/test/jni/meson.build
index a052f4f0c..681776852 100644
--- a/test/jni/meson.build
+++ b/test/jni/meson.build
@@ -32,6 +32,10 @@ if iniparser_dep.found()
   and_conf.set('MESON_INIPARSER_ROOT', iniparser_root)
 endif
 
+if ruy_dep.found()
+  and_conf.set('MESON_RUY_ROOT', ruy_root)
+endif
+
 if tflite_dep.found()
   and_conf.set('MESON_HAS_TFLITE', 1)
   and_conf.set('MESON_TFLITE_ROOT', tflite_root)
diff --git a/third_party/iniparser b/third_party/iniparser
deleted file mode 160000
index 19e0ad6c3..000000000
--- a/third_party/iniparser
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit 19e0ad6c37440ba52313e10c6e148dfb9ab417f6