xref: /aosp_15_r20/external/pytorch/scripts/build_android.sh (revision da0073e96a02ea20f0ac840b70461e3646d07c45)
1#!/bin/bash
2##############################################################################
3# Example command to build the android target.
4##############################################################################
5#
6# This script shows how one can build a Caffe2 binary for the Android platform
7# using android-cmake. A few notes:
8#
9# (1) This build also does a host build for protobuf. You will need autoconf
10#     to carry out this. If autoconf is not possible, you will need to provide
11#     a pre-built protoc binary that is the same version as the protobuf
12#     version under third_party.
13#     If you are building on Mac, you might need to install autotool and
14#     libtool. The easiest way is via homebrew:
15#         brew install automake
16#         brew install libtool
17# (2) You will need to have android ndk installed. The current script assumes
18#     that you set ANDROID_NDK to the location of ndk.
19# (3) The toolchain and the build target platform can be specified with the
20#     cmake arguments below. For more details, check out android-cmake's doc.
21
22set -e
23
24# Android specific flags
25if [ -z "$ANDROID_ABI" ]; then
26  ANDROID_ABI="armeabi-v7a with NEON"
27fi
28ANDROID_NATIVE_API_LEVEL="21"
29echo "Build with ANDROID_ABI[$ANDROID_ABI], ANDROID_NATIVE_API_LEVEL[$ANDROID_NATIVE_API_LEVEL]"
30
31CAFFE2_ROOT="$( cd "$(dirname "$0")"/.. ; pwd -P)"
32if [ -z "$ANDROID_NDK" ]; then
33  echo "ANDROID_NDK not set; please set it to the Android NDK directory"
34  exit 1
35fi
36
37if [ ! -d "$ANDROID_NDK" ]; then
38  echo "ANDROID_NDK not a directory; did you install it under $ANDROID_NDK?"
39  exit 1
40fi
41
42if [ -z "$PYTHON" ]; then
43  PYTHON=python
44  PYTHON_VERSION_MAJOR=$($PYTHON -c 'import sys; print(sys.version_info[0])')
45  if [ "${PYTHON_VERSION_MAJOR}" -le 2 ]; then
46    echo "Default python executable is Python-2, trying to use python3 alias"
47    PYTHON=python3
48  fi
49fi
50
51ANDROID_NDK_PROPERTIES="$ANDROID_NDK/source.properties"
52[ -f "$ANDROID_NDK_PROPERTIES" ] && ANDROID_NDK_VERSION=$(sed -n 's/^Pkg.Revision[^=]*= *\([0-9]*\)\..*$/\1/p' "$ANDROID_NDK_PROPERTIES")
53
54echo "Bash: $(/bin/bash --version | head -1)"
55echo "Python: $($PYTHON -c 'import sys; print(sys.version)')"
56echo "Caffe2 path: $CAFFE2_ROOT"
57echo "Using Android NDK at $ANDROID_NDK"
58echo "Android NDK version: $ANDROID_NDK_VERSION"
59
60CMAKE_ARGS=()
61
62# Build PyTorch mobile
63CMAKE_ARGS+=("-DCMAKE_PREFIX_PATH=$($PYTHON -c 'import sysconfig; print(sysconfig.get_path("purelib"))')")
64CMAKE_ARGS+=("-DPython_EXECUTABLE=$($PYTHON -c 'import sys; print(sys.executable)')")
65CMAKE_ARGS+=("-DBUILD_CUSTOM_PROTOBUF=OFF")
66
67# custom build with selected ops
68if [ -n "${SELECTED_OP_LIST}" ]; then
69  SELECTED_OP_LIST="$(cd $(dirname $SELECTED_OP_LIST); pwd -P)/$(basename $SELECTED_OP_LIST)"
70  echo "Choose SELECTED_OP_LIST file: $SELECTED_OP_LIST"
71  if [ ! -r ${SELECTED_OP_LIST} ]; then
72    echo "Error: SELECTED_OP_LIST file ${SELECTED_OP_LIST} not found."
73    exit 1
74  fi
75  CMAKE_ARGS+=("-DSELECTED_OP_LIST=${SELECTED_OP_LIST}")
76fi
77
78# If Ninja is installed, prefer it to Make
79if [ -x "$(command -v ninja)" ]; then
80  CMAKE_ARGS+=("-GNinja")
81fi
82
83# Use android-cmake to build Android project from CMake.
84CMAKE_ARGS+=("-DCMAKE_TOOLCHAIN_FILE=$ANDROID_NDK/build/cmake/android.toolchain.cmake")
85
86if [ -z "$BUILD_MOBILE_BENCHMARK" ]; then
87  BUILD_MOBILE_BENCHMARK=0
88fi
89
90if [ -z "$BUILD_MOBILE_TEST" ]; then
91  BUILD_MOBILE_TEST=0
92fi
93# Don't build artifacts we don't need
94CMAKE_ARGS+=("-DBUILD_TEST=OFF")
95CMAKE_ARGS+=("-DBUILD_BINARY=OFF")
96
97# If there exists env variable and it equals to 0, build full jit interpreter.
98# Default behavior is to build lite interpreter
99# cmd:  BUILD_LITE_INTERPRETER=0 ./scripts/build_android.sh
100if [ "${BUILD_LITE_INTERPRETER}" == 0 ]; then
101  CMAKE_ARGS+=("-DBUILD_LITE_INTERPRETER=OFF")
102else
103  CMAKE_ARGS+=("-DBUILD_LITE_INTERPRETER=ON")
104fi
105if [ "${TRACING_BASED}" == 1 ]; then
106  CMAKE_ARGS+=("-DTRACING_BASED=ON")
107else
108  CMAKE_ARGS+=("-DTRACING_BASED=OFF")
109fi
110if [ "${USE_LIGHTWEIGHT_DISPATCH}" == 1 ]; then
111  CMAKE_ARGS+=("-DUSE_LIGHTWEIGHT_DISPATCH=ON")
112  CMAKE_ARGS+=("-DSTATIC_DISPATCH_BACKEND=CPU")
113else
114  CMAKE_ARGS+=("-DUSE_LIGHTWEIGHT_DISPATCH=OFF")
115fi
116
117CMAKE_ARGS+=("-DBUILD_MOBILE_BENCHMARK=$BUILD_MOBILE_BENCHMARK")
118CMAKE_ARGS+=("-DBUILD_MOBILE_TEST=$BUILD_MOBILE_TEST")
119CMAKE_ARGS+=("-DBUILD_PYTHON=OFF")
120CMAKE_ARGS+=("-DBUILD_SHARED_LIBS=OFF")
121if (( "${ANDROID_NDK_VERSION:-0}" < 18 )); then
122  CMAKE_ARGS+=("-DANDROID_TOOLCHAIN=gcc")
123else
124  CMAKE_ARGS+=("-DANDROID_TOOLCHAIN=clang")
125fi
126# Disable unused dependencies
127CMAKE_ARGS+=("-DUSE_CUDA=OFF")
128CMAKE_ARGS+=("-DUSE_ITT=OFF")
129CMAKE_ARGS+=("-DUSE_GFLAGS=OFF")
130CMAKE_ARGS+=("-DUSE_OPENCV=OFF")
131CMAKE_ARGS+=("-DUSE_MPI=OFF")
132CMAKE_ARGS+=("-DUSE_OPENMP=OFF")
133# Only toggle if VERBOSE=1
134if [ "${VERBOSE:-}" == '1' ]; then
135  CMAKE_ARGS+=("-DCMAKE_VERBOSE_MAKEFILE=1")
136fi
137
138# Android specific flags
139CMAKE_ARGS+=("-DANDROID_NDK=$ANDROID_NDK")
140CMAKE_ARGS+=("-DANDROID_ABI=$ANDROID_ABI")
141CMAKE_ARGS+=("-DANDROID_NATIVE_API_LEVEL=$ANDROID_NATIVE_API_LEVEL")
142CMAKE_ARGS+=("-DANDROID_CPP_FEATURES=rtti exceptions")
143if [ "${ANDROID_STL_SHARED:-}" == '1' ]; then
144  CMAKE_ARGS+=("-DANDROID_STL=c++_shared")
145fi
146if [ "${ANDROID_DEBUG_SYMBOLS:-}" == '1' ]; then
147  CMAKE_ARGS+=("-DANDROID_DEBUG_SYMBOLS=1")
148fi
149
150if [ -n "${USE_VULKAN}" ]; then
151  CMAKE_ARGS+=("-DUSE_VULKAN=ON")
152  if [ -n "${USE_VULKAN_FP16_INFERENCE}" ]; then
153    CMAKE_ARGS+=("-DUSE_VULKAN_FP16_INFERENCE=ON")
154  fi
155  if [ -n "${USE_VULKAN_RELAXED_PRECISION}" ]; then
156    CMAKE_ARGS+=("-DUSE_VULKAN_RELAXED_PRECISION=ON")
157  fi
158fi
159
160# Use-specified CMake arguments go last to allow overridding defaults
161CMAKE_ARGS+=($@)
162
163# Patch pocketfft (as Android does not have aligned_alloc even if compiled with c++17
164if [ -f third_party/pocketfft/pocketfft_hdronly.h ]; then
165  sed -i -e "s/__cplusplus >= 201703L/0/" third_party/pocketfft/pocketfft_hdronly.h
166fi
167
168# Now, actually build the Android target.
169BUILD_ROOT=${BUILD_ROOT:-"$CAFFE2_ROOT/build_android"}
170INSTALL_PREFIX=${BUILD_ROOT}/install
171mkdir -p $BUILD_ROOT
172cd $BUILD_ROOT
173cmake "$CAFFE2_ROOT" \
174    -DCMAKE_INSTALL_PREFIX=$INSTALL_PREFIX \
175    -DCMAKE_BUILD_TYPE=Release \
176    "${CMAKE_ARGS[@]}"
177
178# Cross-platform parallel build
179if [ -z "$MAX_JOBS" ]; then
180  if [ "$(uname)" == 'Darwin' ]; then
181    MAX_JOBS=$(sysctl -n hw.ncpu)
182  else
183    MAX_JOBS=$(nproc)
184  fi
185fi
186
187echo "Will install headers and libs to $INSTALL_PREFIX for further Android project usage."
188cmake --build . --target install -- "-j${MAX_JOBS}"
189echo "Installation completed, now you can copy the headers/libs from $INSTALL_PREFIX to your Android project directory."
190