acl_openailab/installation.md

   1 # 1. User Quick Guide
   2 [![License](https://img.shields.io/badge/license-BSD-blue.svg)](LICENSE)
   3
   4 This Installation will help you get started to setup Caffe-HRT on RK3399 quickly.
   5
   6 # 2. Preparation
   7 ## 2.1 General dependencies installation
   8         sudo apt-get install git cmake scons protobuf-compiler libgflags-dev libgoogle-glog-dev
   9         sudo apt-get install libblas-dev libhdf5-serial-dev liblmdb-dev libleveldb-dev
  10         sudo apt-get install liblapack-dev libsnappy-dev python-numpy
  11         sudo apt-get install libprotobuf-dev libopenblas-dev libgtk2.0-dev
  12         sudo apt-get install python-yaml python-numpy python-scipy python-six
  13
  14         sudo apt-get install --no-install-recommends libboost-all-dev
  15
  16 ## 2.2 Download source code
  17
  18         cd ~
  19
  20 #### Download "OpenCV"
  21         wget --no-check-certificate https://github.com/opencv/opencv/archive/3.3.0.tar.gz
  22         tar -xvf 3.3.0.tar.gz
  23 #### Download "gen-pkg-config-pc"
  24         wget ftp://ftp.openailab.net/tools/script/gen-pkg-config-pc.sh
  25         chmod +x ./gen-pkg-config-pc.sh
  26 #### Download "ACL"
  27         git clone https://github.com/ARM-software/ComputeLibrary.git
  28         git checkout 48bc34e
  29 #### Download "Caffe-HRT" :
  30         git clone https://github.com/OAID/Caffe-HRT.git
  31 #### Download "Googletest" :
  32         git clone https://github.com/google/googletest.git
  33
  34 # 3. Build Caffe-HRT
  35
  36 ## 3.1 Build OpenCV :
  37         cd ~/opencv-3.3.0
  38         mkdir build
  39         cd build
  40         cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local/AID/opencv3.3.0 ..
  41         sudo make install
  42         sudo ~/gen-pkg-config-pc.sh /usr/local/AID
  43
  44 ## 3.2 Build ACL :
  45         cd ~/ComputeLibrary
  46         mkdir build
  47     aarch64-linux-gnu-gcc opencl-1.2-stubs/opencl_stubs.c -Iinclude -shared -o build/libOpenCL.so
  48         scons Werror=1 -j4 debug=0 asserts=1 neon=1 opencl=1 embed_kernels=1 os=linux arch=arm64-v8a
  49         wget ftp://ftp.openailab.net/tools/script/Computelibrary/Makefile
  50         sudo make install
  51         sudo ~/gen-pkg-config-pc.sh /usr/local/AID
  52
  53 ## 3.3 Build Caffe :
  54         cd ~/Caffe-HRT
  55         make all
  56         make distribute
  57         sudo make install
  58         sudo ~/gen-pkg-config-pc.sh /usr/local/AID
  59
  60 ## 3.4 Build Unit tests
  61 ##### Build the gtest libraries
  62         cd ~/googletest
  63         cmake -D CMAKE_INSTALL_PREFIX=/usr/local/AID/googletest CMakeLists.txt
  64         make
  65         sudo make install
  66
  67 ##### Build Caffe Unit tests
  68         cd ~/Caffe-HRT/unit_tests
  69         make clean
  70         make
  71
  72 ## 3.5 To Configure The Libraries
  73         sudo ~/gen-pkg-config-pc.sh /usr/local/AID
  74
  75 # 4. Run tests
  76
  77 #### 4.1 Run Caffenet
  78         cd  ~/Caffe-HRT/data/ilsvrc12
  79         sudo chmod +x get_ilsvrc_aux.sh
  80         ./get_ilsvrc_aux.sh
  81         cd ../..
  82         ./scripts/download_model_binary.py ./models/bvlc_reference_caffenet
  83         ./distribute/bin/classification.bin models/bvlc_reference_caffenet/deploy.prototxt models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel data/ilsvrc12/imagenet_mean.binaryproto data/ilsvrc12/synset_words.txt examples/images/cat.jpg
  84         output message --
  85           ---------- Prediction for examples/images/cat.jpg ----------
  86           0.3094 - "n02124075 Egyptian cat"
  87           0.1761 - "n02123159 tiger cat"
  88           0.1221 - "n02123045 tabby, tabby cat"
  89           0.1132 - "n02119022 red fox, Vulpes vulpes"
  90           0.0421 - "n02085620 Chihuahua"
  91
  92 #### 4.2 Run Unit test
  93           cd ~/Caffe-HRT/unit_tests
  94           ./test_caffe_main
  95           output message:
  96             [==========] 29 tests from 6 test cases ran. (1236 ms total) [ PASSED ] 29 tests.