diff --git a/packages/python-torch/Macros.h.patch b/packages/python-torch/Macros.h.patch
new file mode 100644
index 0000000000..23ea6c4be0
--- /dev/null
+++ b/packages/python-torch/Macros.h.patch
@@ -0,0 +1,12 @@
+diff -uNr pytorch/c10/macros/Macros.h pytorch.mod/c10/macros/Macros.h
+--- pytorch/c10/macros/Macros.h	2022-10-04 19:55:33.000000000 +0900
++++ pytorch.mod/c10/macros/Macros.h	2022-10-04 23:41:33.513647184 +0900
+@@ -390,7 +390,7 @@
+ #include <TargetConditionals.h>
+ #endif
+ 
+-#if defined(__ANDROID__)
++#if defined(__ANDROID__) && !defined(__TERMUX__)
+ #define C10_ANDROID 1
+ #define C10_MOBILE 1
+ #elif (                   \
diff --git a/packages/python-torch/build.sh b/packages/python-torch/build.sh
new file mode 100644
index 0000000000..bb3ee7c6eb
--- /dev/null
+++ b/packages/python-torch/build.sh
@@ -0,0 +1,97 @@
+TERMUX_PKG_HOMEPAGE=https://pytorch.org/
+TERMUX_PKG_DESCRIPTION="Tensors and Dynamic neural networks in Python"
+TERMUX_PKG_LICENSE="BSD 3-Clause"
+TERMUX_PKG_MAINTAINER="@termux"
+TERMUX_PKG_VERSION=1.12.1
+TERMUX_PKG_SRCURL=https://github.com/pytorch/pytorch.git
+TERMUX_PKG_DEPENDS="python, python-numpy, libopenblas, libprotobuf, libzmq, ffmpeg, opencv"
+TERMUX_PKG_HOSTBUILD=true
+
+TERMUX_PKG_RM_AFTER_INSTALL="lib/pkgconfig/sleef.pc"
+
+termux_step_post_get_source() {
+	termux_setup_cmake
+}
+
+termux_step_host_build() {
+	cmake "$TERMUX_PKG_SRCDIR/third_party/sleef"
+	make -j "$TERMUX_MAKE_PROCESSES" mkrename mkrename_gnuabi mkmasked_gnuabi mkalias mkdisp
+}
+
+termux_step_pre_configure() {
+	_PYTHON_VERSION=$(. $TERMUX_SCRIPTDIR/packages/python/build.sh; echo $_MAJOR_VERSION)
+	
+	if [ "$TERMUX_ON_DEVICE_BUILD" = "false" ]; then
+		termux_setup_python_crossenv
+		pushd $TERMUX_PYTHON_CROSSENV_SRCDIR
+		_CROSSENV_PREFIX=$TERMUX_PKG_BUILDDIR/python-crossenv-prefix
+		python${_PYTHON_VERSION} -m crossenv \
+			$TERMUX_PREFIX/bin/python${_PYTHON_VERSION} \
+			${_CROSSENV_PREFIX}
+		popd
+		. ${_CROSSENV_PREFIX}/bin/activate
+
+		build-pip install -U pyyaml numpy typing_extensions
+	fi
+	
+	pip install -U typing_extensions
+	
+	termux_setup_protobuf
+
+	find "$TERMUX_PKG_SRCDIR" -name CMakeLists.txt -o -name '*.cmake' | \
+		xargs -n 1 sed -i \
+		-e 's/\([^A-Za-z0-9_]ANDROID\)\([^A-Za-z0-9_]\)/\1_NO_TERMUX\2/g' \
+		-e 's/\([^A-Za-z0-9_]ANDROID\)$/\1_NO_TERMUX/g'
+
+	LDFLAGS+=" -llog -lpython${_PYTHON_VERSION}"
+	
+	TERMUX_PKG_EXTRA_CONFIGURE_ARGS="
+	-DBUILD_PYTHON=ON
+	-DBUILD_TEST=OFF
+	-DCMAKE_BUILD_TYPE=Release
+	-DCMAKE_INSTALL_PREFIX=${TERMUX_PKG_SRCDIR}/torch
+	-DCMAKE_PREFIX_PATH=${TERMUX_PREFIX}/lib/python${_PYTHON_VERSION}/site-packages
+	-DNUMPY_INCLUDE_DIR=$( echo ${TERMUX_PREFIX}/lib/python${_PYTHON_VERSION}/site-packages/*/numpy/core/include )
+	-DPYTHON_EXECUTABLE=$(command -v python3)
+	-DPYTHON_INCLUDE_DIR=${TERMUX_PREFIX}/include/python${_PYTHON_VERSION}
+	-DPYTHON_LIBRARY=${TERMUX_PREFIX}/lib//libpython${_PYTHON_VERSION}.so
+	-DTORCH_BUILD_VERSION=${TERMUX_PKG_VERSION}
+	-DUSE_NUMPY=ON
+	-DUSE_OPENCV=ON
+	-DUSE_FFMPEG=ON
+	-DUSE_ZMQ=ON
+	-DANDROID_NO_TERMUX=OFF
+	-DOpenBLAS_INCLUDE_DIR=${TERMUX_PREFIX}/include/openblas
+	-DNATIVE_BUILD_DIR=${TERMUX_PKG_HOSTBUILD_DIR}
+	-DBUILD_CUSTOM_PROTOBUF=OFF
+	-DPROTOBUF_PROTOC_EXECUTABLE=$(command -v protoc)	
+	-DCAFFE2_CUSTOM_PROTOC_EXECUTABLE=$(command -v protoc)
+	-DCXX_AVX512_FOUND=OFF
+	-DCXX_AVX2_FOUND=OFF
+	"
+	
+	# to build x86_64 version anyway
+	# /home/builder/.termux-build/python-torch/src/third_party/fbgemm/third_party/asmjit/src/asmjit/core/../core/operand.h:910:79: error: use of bitwise '&' with boolean operands [-Werror,-Wbitwise-instead-of-logical]
+	TERMUX_PKG_EXTRA_CONFIGURE_ARGS+="
+	-DCAFFE2_COMPILER_SUPPORTS_AVX512_EXTENSIONS=OFF
+	"
+	# /home/builder/.termux-build/python-torch/src/torch/csrc/jit/codegen/onednn/graph_helper.h:3:10: fatal error: 'oneapi/dnnl/dnnl_graph.hpp' file not found
+	TERMUX_PKG_EXTRA_CONFIGURE_ARGS+="
+	-DUSE_MKLDNN=OFF
+	"
+	
+	# /home/builder/.termux-build/_cache/android-r25b-api-24-v0/sysroot/usr/include/linux/types.h:21:10: fatal error: 'asm/types.h' file not found
+	ln -s ${TERMUX_STANDALONE_TOOLCHAIN}/sysroot/usr/include/${TERMUX_ARCH}-linux-android$( if test $TERMUX_ARCH = arm; then echo eabi; fi )/asm
+	
+	ln -s "$TERMUX_PKG_BUILDDIR" build
+}
+
+termux_step_make_install() {
+	pip -v install --prefix $TERMUX_PREFIX "$TERMUX_PKG_SRCDIR"
+	ln -s ${TERMUX_PREFIX}/lib/python3.10/site-packages/torch/lib/*.so ${TERMUX_PREFIX}/lib
+}
+
+termux_step_create_debscripts() {
+	echo "#!$TERMUX_PREFIX/bin/sh" > postinst
+	echo "pip3 install typing_extensions" >> postinst
+}
diff --git a/packages/python-torch/convert-to-long.patch b/packages/python-torch/convert-to-long.patch
new file mode 100644
index 0000000000..63626ac4c3
--- /dev/null
+++ b/packages/python-torch/convert-to-long.patch
@@ -0,0 +1,33 @@
+diff -uNr pytorch/torch/csrc/autograd/python_function.cpp pytorch.mod/torch/csrc/autograd/python_function.cpp
+--- pytorch/torch/csrc/autograd/python_function.cpp	2022-10-03 21:59:02.604422931 +0900
++++ pytorch.mod/torch/csrc/autograd/python_function.cpp	2022-10-03 23:39:51.207871384 +0900
+@@ -448,7 +448,7 @@
+     } else {
+       throw torch::TypeError(
+           "save_for_backward can only save variables, but argument %ld is of "
+-          "type %s", i, Py_TYPE(obj)->tp_name);
++          "type %s", (long)(i), Py_TYPE(obj)->tp_name);
+     }
+   }
+   // Free .to_save
+diff -uNr pytorch/torch/csrc/utils/python_arg_parser.h pytorch.mod/torch/csrc/utils/python_arg_parser.h
+--- pytorch/torch/csrc/utils/python_arg_parser.h	2022-10-03 19:00:05.000000000 +0900
++++ pytorch.mod/torch/csrc/utils/python_arg_parser.h	2022-10-03 23:39:46.263853740 +0900
+@@ -423,7 +423,7 @@
+     } catch (const std::exception &e) {
+       throw TypeError("%s(): argument '%s' must be %s, but found element of type %s at pos %ld",
+           signature.name.c_str(), signature.params[i].name.c_str(),
+-          signature.params[i].type_name().c_str(), Py_TYPE(obj)->tp_name, idx + 1);
++          signature.params[i].type_name().c_str(), Py_TYPE(obj)->tp_name, (long)(idx + 1));
+     }
+   }
+   return res;
+@@ -450,7 +450,7 @@
+     } catch (const std::exception &e) {
+       throw TypeError("%s(): argument '%s' must be %s, but found element of type %s at pos %ld",
+           signature.name.c_str(), signature.params[i].name.c_str(),
+-          signature.params[i].type_name().c_str(), Py_TYPE(obj)->tp_name, idx + 1);
++          signature.params[i].type_name().c_str(), Py_TYPE(obj)->tp_name, (long)(idx + 1));
+     }
+   }
+   return res;
diff --git a/packages/python-torch/init_flatbuffer_module.cpp.patch b/packages/python-torch/init_flatbuffer_module.cpp.patch
new file mode 100644
index 0000000000..8b870c48e0
--- /dev/null
+++ b/packages/python-torch/init_flatbuffer_module.cpp.patch
@@ -0,0 +1,12 @@
+diff -uNr pytorch-v1.12.1/torch/csrc/init_flatbuffer_module.cpp pytorch-v1.12.1.mod/torch/csrc/init_flatbuffer_module.cpp
+--- pytorch-v1.12.1/torch/csrc/init_flatbuffer_module.cpp	2022-08-06 04:37:12.000000000 +0900
++++ pytorch-v1.12.1.mod/torch/csrc/init_flatbuffer_module.cpp	2022-09-05 00:27:22.542774737 +0900
+@@ -27,7 +27,7 @@
+   std::shared_ptr<char> bytes_copy(
+       static_cast<char*>(_aligned_malloc(size, FLATBUFFERS_MAX_ALIGNMENT)),
+       _aligned_free);
+-#elif defined(__APPLE__)
++#elif defined(__APPLE__) || defined(__ANDROID__)
+   void* p;
+   ::posix_memalign(&p, FLATBUFFERS_MAX_ALIGNMENT, size);
+   TORCH_INTERNAL_ASSERT(p, "Could not allocate memory for flatbuffer");
diff --git a/packages/python-torch/manager.cpp.patch b/packages/python-torch/manager.cpp.patch
new file mode 100644
index 0000000000..664151c0c0
--- /dev/null
+++ b/packages/python-torch/manager.cpp.patch
@@ -0,0 +1,68 @@
+diff -uNr pytorch-v1.12.1/torch/lib/libshm/manager.cpp pytorch-v1.12.1.mod/torch/lib/libshm/manager.cpp
+--- pytorch-v1.12.1/torch/lib/libshm/manager.cpp	2022-08-06 04:37:12.000000000 +0900
++++ pytorch-v1.12.1.mod/torch/lib/libshm/manager.cpp	2022-09-05 00:26:25.218153450 +0900
+@@ -25,6 +25,65 @@
+ #define DEBUG(...) (void)0
+ #endif
+ 
++static int shm_unlink(const char *name) {
++    size_t namelen;
++    char *fname;
++
++    /* Construct the filename.  */
++    while (name[0] == '/') ++name;
++
++    if (name[0] == '\0') {
++        /* The name "/" is not supported.  */
++        errno = EINVAL;
++        return -1;
++    }
++
++    namelen = strlen(name);
++    fname = (char *) alloca(sizeof("@TERMUX_PREFIX@/tmp/") - 1 + namelen + 1);
++    memcpy(fname, "@TERMUX_PREFIX@/tmp/", sizeof("@TERMUX_PREFIX@/tmp/") - 1);
++    memcpy(fname + sizeof("@TERMUX_PREFIX@/tmp/") - 1, name, namelen + 1);
++
++    return unlink(fname);
++}
++
++static int shm_open(const char *name, int oflag, mode_t mode) {
++    size_t namelen;
++    char *fname;
++    int fd;
++
++    /* Construct the filename.  */
++    while (name[0] == '/') ++name;
++
++    if (name[0] == '\0') {
++        /* The name "/" is not supported.  */
++        errno = EINVAL;
++        return -1;
++    }
++
++    namelen = strlen(name);
++    fname = (char *) alloca(sizeof("@TERMUX_PREFIX@/tmp/") - 1 + namelen + 1);
++    memcpy(fname, "@TERMUX_PREFIX@/tmp/", sizeof("@TERMUX_PREFIX@/tmp/") - 1);
++    memcpy(fname + sizeof("@TERMUX_PREFIX@/tmp/") - 1, name, namelen + 1);
++
++    fd = open(fname, oflag, mode);
++    if (fd != -1) {
++        /* We got a descriptor.  Now set the FD_CLOEXEC bit.  */
++        int flags = fcntl(fd, F_GETFD, 0);
++        flags |= FD_CLOEXEC;
++        flags = fcntl(fd, F_SETFD, flags);
++
++        if (flags == -1) {
++            /* Something went wrong.  We cannot return the descriptor.  */
++            int save_errno = errno;
++            close(fd);
++            fd = -1;
++            errno = save_errno;
++        }
++    }
++
++    return fd;
++}
++
+ struct ClientSession {
+   ClientSession(ManagerSocket s) : socket(std::move(s)), pid(0) {}