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| 1 | +#!/bin/bash |
| 2 | +# Copyright (c) Meta Platforms, Inc. and affiliates. |
| 3 | +# All rights reserved. |
| 4 | +# |
| 5 | +# This source code is licensed under the BSD-style license found in the |
| 6 | +# LICENSE file in the root directory of this source tree. |
| 7 | + |
| 8 | +set -ex |
| 9 | +# shellcheck source=/dev/null |
| 10 | +source "$(dirname "${BASH_SOURCE[0]}")/utils.sh" |
| 11 | + |
| 12 | +while [[ $# -gt 0 ]]; do |
| 13 | + case "$1" in |
| 14 | + -model) |
| 15 | + MODEL_NAME="$2" # stories110M |
| 16 | + shift 2 |
| 17 | + ;; |
| 18 | + -mode) |
| 19 | + MODE="$2" # portable or xnnpack+custom or xnnpack+custom+qe |
| 20 | + shift 2 |
| 21 | + ;; |
| 22 | + -pt2e_quantize) |
| 23 | + PT2E_QUANTIZE="$2" |
| 24 | + shift 2 |
| 25 | + ;; |
| 26 | + -upload) |
| 27 | + UPLOAD_DIR="$2" |
| 28 | + shift 2 |
| 29 | + ;; |
| 30 | + -video_path) |
| 31 | + VIDEO_PATH="$2" # portable or xnnpack+custom or xnnpack+custom+qe |
| 32 | + shift 2 |
| 33 | + ;; |
| 34 | + *) |
| 35 | + echo "Unknown option: $1" |
| 36 | + usage |
| 37 | + ;; |
| 38 | + esac |
| 39 | +done |
| 40 | + |
| 41 | +# Default mode to xnnpack+custom if not set |
| 42 | +MODE=${MODE:-"openvino"} |
| 43 | + |
| 44 | +# Default UPLOAD_DIR to empty string if not set |
| 45 | +UPLOAD_DIR="${UPLOAD_DIR:-}" |
| 46 | + |
| 47 | +# Default PT2E_QUANTIZE to empty string if not set |
| 48 | +PT2E_QUANTIZE="${PT2E_QUANTIZE:-}" |
| 49 | + |
| 50 | +# Default CMake Build Type to release mode |
| 51 | +CMAKE_BUILD_TYPE=${CMAKE_BUILD_TYPE:-Release} |
| 52 | + |
| 53 | +if [[ $# -lt 5 ]]; then # Assuming 4 mandatory args |
| 54 | + echo "Expecting atleast 5 positional arguments" |
| 55 | + echo "Usage: [...]" |
| 56 | +fi |
| 57 | +if [[ -z "${MODEL_NAME:-}" ]]; then |
| 58 | + echo "Missing model name, exiting..." |
| 59 | + exit 1 |
| 60 | +fi |
| 61 | + |
| 62 | + |
| 63 | +if [[ -z "${MODE:-}" ]]; then |
| 64 | + echo "Missing mode, choose openvino or xnnpack, exiting..." |
| 65 | + exit 1 |
| 66 | +fi |
| 67 | + |
| 68 | +if [[ -z "${PYTHON_EXECUTABLE:-}" ]]; then |
| 69 | + PYTHON_EXECUTABLE=python3 |
| 70 | +fi |
| 71 | + |
| 72 | +TARGET_LIBS="" |
| 73 | + |
| 74 | +if [[ "${MODE}" =~ .*openvino.* ]]; then |
| 75 | + OPENVINO=ON |
| 76 | + TARGET_LIBS="$TARGET_LIBS openvino_backend " |
| 77 | + |
| 78 | + git clone https://github.com/openvinotoolkit/openvino.git |
| 79 | + cd openvino && git b16b776ac119dafda51f69a80f1e6b7376d02c3b |
| 80 | + git submodule update --init --recursive |
| 81 | + sudo ./install_build_dependencies.sh |
| 82 | + mkdir build && cd build |
| 83 | + cmake .. -DCMAKE_BUILD_TYPE=Release -DENABLE_PYTHON=ON |
| 84 | + make -j$(nproc) |
| 85 | + |
| 86 | + cd .. |
| 87 | + cmake --install build --prefix dist |
| 88 | + |
| 89 | + source dist/setupvars.sh |
| 90 | + cd ../backends/openvino |
| 91 | + pip install -r requirements.txt |
| 92 | + cd ../../ |
| 93 | +else |
| 94 | + OPENVINO=OFF |
| 95 | +fi |
| 96 | + |
| 97 | +if [[ "${MODE}" =~ .*xnnpack.* ]]; then |
| 98 | + XNNPACK=ON |
| 99 | + TARGET_LIBS="$TARGET_LIBS xnnpack_backend " |
| 100 | +else |
| 101 | + XNNPACK=OFF |
| 102 | +fi |
| 103 | + |
| 104 | +which "${PYTHON_EXECUTABLE}" |
| 105 | + |
| 106 | + |
| 107 | +DIR="examples/models/yolo12" |
| 108 | +$PYTHON_EXECUTABLE -m pip install -r ${DIR}/requirements.txt |
| 109 | + |
| 110 | +cmake_install_executorch_libraries() { |
| 111 | + rm -rf cmake-out |
| 112 | + build_dir=cmake-out |
| 113 | + mkdir $build_dir |
| 114 | + |
| 115 | + |
| 116 | + retry cmake -DCMAKE_INSTALL_PREFIX="${build_dir}" \ |
| 117 | + -DCMAKE_BUILD_TYPE="${CMAKE_BUILD_TYPE}" \ |
| 118 | + -DEXECUTORCH_BUILD_OPENVINO="$OPENVINO" \ |
| 119 | + -DEXECUTORCH_BUILD_XNNPACK="$XNNPACK" \ |
| 120 | + -DEXECUTORCH_BUILD_EXTENSION_DATA_LOADER=ON \ |
| 121 | + -DEXECUTORCH_BUILD_EXTENSION_MODULE=ON \ |
| 122 | + -DEXECUTORCH_BUILD_EXTENSION_RUNNER_UTIL=ON \ |
| 123 | + -DEXECUTORCH_BUILD_EXTENSION_TENSOR=ON \ |
| 124 | + -B"${build_dir}" |
| 125 | + |
| 126 | + # Build the project |
| 127 | + cmake --build ${build_dir} --target install --config ${CMAKE_BUILD_TYPE} -j$(nproc) |
| 128 | + |
| 129 | + export CMAKE_ARGS=" |
| 130 | + -DEXECUTORCH_BUILD_OPENVINO="$OPENVINO" \ |
| 131 | + -DEXECUTORCH_BUILD_XNNPACK="$XNNPACK" \ |
| 132 | + -DEXECUTORCH_BUILD_EXTENSION_DATA_LOADER=ON \ |
| 133 | + -DEXECUTORCH_BUILD_EXTENSION_MODULE=ON \ |
| 134 | + -DEXECUTORCH_BUILD_EXTENSION_RUNNER_UTIL=ON \ |
| 135 | + -DEXECUTORCH_ENABLE_LOGGING=ON \ |
| 136 | + -DEXECUTORCH_BUILD_EXTENSION_TENSOR=ON \ |
| 137 | + -DEXECUTORCH_BUILD_PYBIND=ON" |
| 138 | + |
| 139 | + echo $TARGET_LIBS |
| 140 | + export CMAKE_BUILD_ARGS="--target $TARGET_LIBS" |
| 141 | + pip install . --no-build-isolation |
| 142 | +} |
| 143 | + |
| 144 | +cmake_build_demo() { |
| 145 | + echo "Building yolo12 runner" |
| 146 | + retry cmake \ |
| 147 | + -DCMAKE_BUILD_TYPE="$CMAKE_BUILD_TYPE" \ |
| 148 | + -DUSE_OPENVINO_BACKEND="$OPENVINO" \ |
| 149 | + -DUSE_XNNPACK_BACKEND="$XNNPACK" \ |
| 150 | + -Bcmake-out/${DIR} \ |
| 151 | + ${DIR} |
| 152 | + cmake --build cmake-out/${DIR} -j9 --config "$CMAKE_BUILD_TYPE" |
| 153 | + |
| 154 | +} |
| 155 | + |
| 156 | +cleanup_files() { |
| 157 | + rm $EXPORTED_MODEL_NAME |
| 158 | +} |
| 159 | + |
| 160 | +prepare_artifacts_upload() { |
| 161 | + if [ -n "${UPLOAD_DIR}" ]; then |
| 162 | + echo "Preparing for uploading generated artifacs" |
| 163 | + zip -j model.zip "${EXPORTED_MODEL_NAME}" |
| 164 | + mkdir -p "${UPLOAD_DIR}" |
| 165 | + mv model.zip "${UPLOAD_DIR}" |
| 166 | + mv result.txt "${UPLOAD_DIR}" |
| 167 | + |
| 168 | + fi |
| 169 | +} |
| 170 | + |
| 171 | + |
| 172 | +# Export model. |
| 173 | +EXPORTED_MODEL_NAME="${MODEL_NAME}_fp32_${MODE}.pte" |
| 174 | +echo "Exporting ${EXPORTED_MODEL_NAME}" |
| 175 | +EXPORT_ARGS="--model_name=${MODEL_NAME} --backend=${MODE}" |
| 176 | + |
| 177 | +# Add dynamically linked library location |
| 178 | +cmake_install_executorch_libraries |
| 179 | + |
| 180 | +$PYTHON_EXECUTABLE -m examples.models.yolo12.export_and_validate ${EXPORT_ARGS} |
| 181 | + |
| 182 | + |
| 183 | +RUNTIME_ARGS="--model_path=${EXPORTED_MODEL_NAME} --input_path=${VIDEO_PATH}" |
| 184 | +# Check build tool. |
| 185 | +cmake_build_demo |
| 186 | +# Run yolo12 runner |
| 187 | +NOW=$(date +"%H:%M:%S") |
| 188 | +echo "Starting to run yolo12 runner at ${NOW}" |
| 189 | +# shellcheck source=/dev/null |
| 190 | +cmake-out/examples/models/yolo12/Yolo12DetectionDemo ${RUNTIME_ARGS} > result.txt |
| 191 | +NOW=$(date +"%H:%M:%S") |
| 192 | +echo "Finished at ${NOW}" |
| 193 | + |
| 194 | +RESULT=$(cat result.txt) |
| 195 | + |
| 196 | +prepare_artifacts_upload |
| 197 | +cleanup_files |
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