TensorFlow (CPU/GPU)-powered Inference Base Images

Engine Version 1: tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64

• Image path: swr.{region}.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20221121111529-d65d817
• Image creation time: 20220713110657 (yyyy-mm-dd-hh-mm-ss)
• Image system version: Ubuntu 18.04.4 LTS
• CUDA: 10.1.243
• cuDNN: 7.6.5.32
• Path and version of the Python interpreter: /home/ma-user/anaconda3/envs/TensorFlow-2.1/bin/python, python 3.7.10
• Third-party package installation path: /home/ma-user/anaconda3/envs/TensorFlow-2.1/lib/python3.7/site-packages

• Certain pip installation packages:

  Cython                                 0.29.21
  easydict                               1.9
  Flask                                  2.0.1
  grpcio                                 1.47.0
  gunicorn                               20.1.0
  h5py                                   3.7.0
  ipykernel                              6.7.0
  Jinja2                                 3.0.1
  lxml                                   4.9.1
  matplotlib                             3.5.1
  moxing-framework                       2.1.0.5d9c87c8
  numpy                                  1.19.5
  opencv-python                          4.1.2.30
  pandas                                 1.1.5
  Pillow                                 9.2.0
  pip                                    22.1.2
  protobuf                               3.20.1
  psutil                                 5.8.0
  PyYAML                                 5.1
  requests                               2.27.1
  scikit-learn                           0.22.1
  scipy                                  1.5.2
  sklearn                                0.0
  tensorboard                            2.1.1
  tensorboardX                           2.0
  tensorflow                             2.1.0
  tensorflow-estimator                   2.1.0
  wheel                                  0.37.1
  zipp                                   3.8.0
  ...

• Certain apt installation packages:

  apt
  ca-certificates
  cmake
  cuda
  curl
  ethtool
  fdisk
  ffmpeg
  g++
  gcc
  git
  gpg
  graphviz
  libsm6
  libxext6
  libopencv-dev
  libxrender-dev
  libatlas3-base
  libnuma-dev
  libcap-dev
  libssl-dev
  liblz-dev
  libbz2-dev
  liblzma-dev
  libboost-graph-dev
  libsndfile1
  libcurl4-openssl-dev
  libopenblas-base
  liblapack3
  libopenblas-dev
  libprotobuf-dev
  libleveldb-dev
  libsnappy-dev
  libhdf5-serial-dev
  liblapacke-dev
  libgflags-dev
  libgoogle-glog-dev
  liblmdb-dev
  libatlas-base-dev
  librdmacm1
  libcap2-bin
  libpq-dev
  mysql-common
  net-tools
  nginx
  openslide-tools
  openssh-client
  openssh-server
  openssh-sftp-server
  openssl
  protobuf-compiler
  redis-server
  redis-tools
  rpm
  tar
  tofrodos
  unzip
  vim
  wget
  zip
  zlib1g-dev
  ...

Engine Version 2: tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64

• Image path: swr.{region}.myhuaweicloud.com/aip/tensorflow_1_15:tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64-20220524162601-50d6a18
• Image creation time: 20220524162601 (yyyy-mm-dd-hh-mm-ss)
• Image system version: Ubuntu 20.04.4 LTS
• CUDA: 11.4.3
• cuDNN: 8.2.4.15
• Path and version of the Python interpreter: /home/ma-user/anaconda3/envs/TensorFlow-1.15.5/bin/python, python 3.8.13
• Third-party package installation path: /home/ma-user/anaconda3/envs/TensorFlow-1.15.5/lib/python3.8/site-packages
• Certain pip installation packages:

  Cython 0.29.21
  psutil 5.9.0
  matplotlib 3.5.1
  protobuf 3.20.1
  tensorflow 1.15.5+nv
  Flask 2.0.1
  grpcio 1.46.1
  gunicorn 20.1.0
  Pillow 9.0.1
  tensorboard 1.15.0
  PyYAML 6.0
  pip 22.0.4
  lxml 4.7.1
  numpy 1.18.5
  tensorflow-estimator 1.15.1
  ...

Engine Version 3: tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64

• Image path: swr.{region}.myhuaweicloud.com/aip/tensorflow_2_6:tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18
• Image creation time: 20220524162601 (yyyy-mm-dd-hh-mm-ss)
• Image system version: Ubuntu 18.04.4 LTS
• CUDA: 11.2.0
• cuDNN: 8.1.1.33
• Path and version of the Python interpreter: /home/ma-user/anaconda3/envs/TensorFlow-2.6.0/bin/python, python 3.7.10
• Third-party package installation path: /home/ma-user/anaconda3/envs/TensorFlow-2.6.0/lib/python3.7/site-packages
• Certain pip installation packages:

  Cython 0.29.21
  requests 2.27.1
  easydict 1.9
  tensorboardX 2.0
  tensorflow 2.6.0
  Flask 2.0.1
  grpcio 1.46.1
  gunicorn 20.1.0
  idna 3.3
  tensorflow-estimator 2.9.0
  pandas 1.1.5
  Pillow 9.0.1
  lxml 4.8.0
  matplotlib 3.5.1
  scikit-learn 0.22.1
  psutil 5.8.0
  PyYAML 5.1
  numpy 1.17.0
  opencv-python 4.1.2.30
  protobuf 3.20.1
  pip 21.2.2
  ...