acl_openailab/README.md

   1 ![OPEN AI LAB](https://oaid.github.io/pics/openailab.png)
   2
   3 # 1. Release Notes
   4 [![License](https://img.shields.io/badge/license-BSD-blue.svg)](LICENSE)
   5
   6 Please refer to [CaffeOnACL Release NOTE](https://github.com/OAID/caffeOnACL/blob/master/acl_openailab/Reversion.md) for details
   7
   8 # 2. Preparation
   9 ## 2.1 General dependencies installation
  10         sudo apt-get -y update
  11         sodo apt-get -y upgrade
  12         sudo apt-get install -y build-essential pkg-config automake autoconf protobuf-compiler cmake cmake-gui
  13         sudo apt-get install -y libprotobuf-dev libleveldb-dev libsnappy-dev libhdf5-serial-dev
  14         sudo apt-get install -y libatlas-base-dev libgflags-dev libgoogle-glog-dev liblmdb-dev libopenblas-dev
  15         sudo apt-get install -y libopencv-dev python-dev
  16         sudo apt-get install -y python-numpy python-scipy python-yaml python-six python-pip
  17         sudo apt-get install -y scons git
  18         sudo apt-get install -y --no-install-recommends libboost-all-dev
  19         pip install --upgrade pip
  20
  21 ## 2.2 Download source code
  22 Recommend creating a new directory in your work directory to execute the following steps. For example, you can create a direcotry named "oaid" in your home directory by the following commands.<br>
  23
  24         cd ~
  25         mkdir oaid
  26         cd oaid
  27
  28 #### Download "ACL" (arm_compute : v17.05):
  29         git clone https://github.com/ARM-software/ComputeLibrary.git
  30 #### Download "CaffeOnACL" :
  31         git clone https://github.com/OAID/caffeOnACL.git
  32 #### Download "Googletest" :
  33         git clone https://github.com/google/googletest.git
  34
  35 # 3. Build CaffeOnACL
  36 ## 3.1 Build ACL :
  37         cd ~/oaid/ComputeLibrary
  38         scons Werror=1 -j8 debug=0 asserts=1 neon=1 opencl=1 embed_kernels=1 os=linux arch=arm64-v8a
  39
  40 ## 3.2 Build Caffe :
  41         export ACL_ROOT=~/oaid/ComputeLibrary
  42         cd ~/oaid/caffeOnACL
  43         cp acl_openailab/Makefile.config.acl Makefile.config
  44         make all distribute
  45
  46 ## 3.3 Build Unit tests
  47 ##### Build the gtest libraries
  48         cd ~/oaid/googletest
  49         cmake CMakeLists.txt
  50         make
  51         sudo make install
  52
  53 ##### Build Caffe Unit tests
  54         export CAFFE_ROOT=~/oaid/caffeOnACL
  55         cd ~/oaid/caffeOnACL/unit_tests
  56         make clean
  57         make
  58
  59 ## 3.3 Run tests
  60 If the output message of the following two tests is same as the examples, it means the porting is success.
  61
  62         export LD_LIBRARY_PATH=~/oaid/caffeOnACL/distribute/lib:~/oaid/ComputeLibrary/build
  63
  64 #### Reference Caffenet
  65         cd  ~/oaid/caffeOnACL/data/ilsvrc12
  66         sudo chmod +x get_ilsvrc_aux.sh
  67         ./get_ilsvrc_aux.sh
  68         cd ../..
  69         ./scripts/download_model_binary.py ./models/bvlc_reference_caffenet
  70         ./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
  71         output message --
  72           ---------- Prediction for examples/images/cat.jpg ----------
  73           0.3094 - "n02124075 Egyptian cat"
  74           0.1761 - "n02123159 tiger cat"
  75           0.1221 - "n02123045 tabby, tabby cat"
  76           0.1132 - "n02119022 red fox, Vulpes vulpes"
  77           0.0421 - "n02085620 Chihuahua"
  78
  79 #### Unit test
  80           cd ~/oaid/caffeOnACL/unit_tests
  81           ./test_caffe_main
  82           output message:
  83             [==========] 29 tests from 6 test cases ran. (1236 ms total) [ PASSED ] 29 tests.