occlum/demo/tensorflow_lite/download_and_build_tflite.sh
LI Qing ba7db98e49 Add Tensorflow Lite Demo
The demo shows how to run the unmodified Tensorflow Lite on Occlum.
2019-10-14 08:55:45 +00:00

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#!/bin/bash
set -e
SRC_DIR="tensorflow_src"
# 1. Install dependent zlib
mkdir -p deps/zlib
pushd deps/zlib
git clone https://github.com/madler/zlib .
CC=occlum-gcc CXX=occlum-g++ ./configure --prefix=/usr/local/occlum/x86_64-linux-musl
make
sudo make install
popd
# 2. Build tensorflow lite and the demo program
mkdir -p $SRC_DIR
pushd $SRC_DIR
git clone https://github.com/tensorflow/tensorflow .
git checkout tags/v1.15.0-rc0 -b v1.15.0-rc0
git apply ../patch/fix-tflite-Makefile-v1.15.0-rc0.diff
./tensorflow/lite/tools/make/download_dependencies.sh
make -j 3 -f tensorflow/lite/tools/make/Makefile
popd
# 3. Download tflite model and labels
mkdir models
curl https://storage.googleapis.com/download.tensorflow.org/models/mobilenet_v1_2018_02_22/mobilenet_v1_1.0_224.tgz | tar xzv -C ./models
curl https://storage.googleapis.com/download.tensorflow.org/models/mobilenet_v1_1.0_224_frozen.tgz | tar xzv -C ./models mobilenet_v1_1.0_224/labels.txt
mv ./models/mobilenet_v1_1.0_224/labels.txt ./models/labels.txt
rm -rf ./models/mobilenet_v1_1.0_224