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更新时间：2024-11-22 GMT+08:00
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推理专属预置镜像列表

ModelArts的推理平台提供了一系列的基础镜像，用户可以基于这些基础镜像构建自定义镜像，用于部署推理服务。

X86架构（CPU/GPU）的推理基础镜像

表1 TensorFlow

AI引擎版本

支持的运行环境

镜像名称

URI

2.1.0

CPU

GPU(cuda10.1)

tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64

swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20221121111529-d65d817

1.15.5

CPU

GPU(cuda11.4)

tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64

swr.{region_id}.myhuaweicloud.com/aip/tensorflow_1_15:tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64-20220524162601-50d6a18

2.6.0

CPU

GPU(cuda11.2)

tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64

swr.{region_id}.myhuaweicloud.com/aip/tensorflow_2_6:tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18
表2 PyTorch

AI引擎版本

支持的运行环境

镜像名称

URI

1.8.0

CPU

GPU(cuda10.2)

pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64

swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_8:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20221118143845-d65d817

1.8.2

CPU

GPU(cuda11.1)

pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64

swr.{region_id}.myhuaweicloud.com/aip/pytorch_1_8:pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18
表3 MindSpore

AI引擎版本

支持的运行环境

镜像名称

URI

1.7.0

CPU

mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64

swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76

1.7.0

GPU(cuda10.1)

mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64

swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76

1.7.0

GPU(cuda11.1)

mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64

swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76

推理基础镜像详情TensorFlow（CPU/GPU）

ModelArts提供了以下TensorFlow（CPU/GPU）推理基础镜像：

引擎版本一：tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64

  • 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20221121111529-d65d817
  • 镜像构建时间：20220713110657(yyyy-mm-dd-hh-mm-ss)
  • 镜像系统版本：Ubuntu 18.04.4 LTS
  • cuda：10.1.243
  • cudnn：7.6.5.32
  • Python解释器路径及版本：/home/ma-user/anaconda3/envs/TensorFlow-2.1/bin/python， python 3.7.10
  • 三方包安装路径：/home/ma-user/anaconda3/envs/TensorFlow-2.1/lib/python3.7/site-packages
  • 部分pip安装包列表： 
    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
...
  • 部分apt安装包列表： 
    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
...

引擎版本二： tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64

  • 镜像地址：swr.{region_id}.myhuaweicloud.com/aip/tensorflow_1_15:tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64-20220524162601-50d6a18
  • 镜像构建时间：20220524162601(yyyy-mm-dd-hh-mm-ss)
  • 镜像系统版本：Ubuntu 20.04.4 LTS
  • cuda：11.4.3
  • cudnn：8.2.4.15
  • Python解释器路径及版本：/home/ma-user/anaconda3/envs/TensorFlow-1.15.5/bin/python， python 3.8.13
  • 三方包安装路径：/home/ma-user/anaconda3/envs/TensorFlow-1.15.5/lib/python3.8/site-packages
  • 部分pip安装包列表： 
    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
...
  • 部分apt安装包列表： 
    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
...

引擎版本三：tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64

  • 镜像地址：swr.{region_id}.myhuaweicloud.com/aip/tensorflow_2_6:tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18
  • 镜像构建时间：20220524162601(yyyy-mm-dd-hh-mm-ss)
  • 镜像系统版本：Ubuntu 18.04.4 LTS
  • cuda：11.2.0
  • cudnn：8.1.1.33
  • Python解释器路径及版本：/home/ma-user/anaconda3/envs/TensorFlow-2.6.0/bin/python， python 3.7.10
  • 三方包安装路径：/home/ma-user/anaconda3/envs/TensorFlow-2.6.0/lib/python3.7/site-packages
  • 部分pip安装包列表： 
    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
...
  • 部分apt安装包列表： 
    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
...

推理基础镜像详情PyTorch（CPU/GPU）

ModelArts提供了以下PyTorch（CPU/GPU）推理基础镜像：

引擎版本一：pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64

  • 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_8:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20221118143845-d65d817
  • 镜像构建时间：20220713110657 (yyyy-mm-dd-hh-mm-ss)
  • 镜像系统版本：Ubuntu 18.04.4 LTS
  • cuda：10.2.89
  • cudnn：7.6.5.32
  • Python解释器路径及版本：/home/ma-user/anaconda3/envs/PyTorch-1.8/bin/python, python 3.7.10
  • 三方包安装路径：/home/ma-user/anaconda3/envs/PyTorch-1.8/lib/python3.7/site-packages
  • 部分pip安装包列表： 
    Cython                         0.27.3
easydict                       1.9
Flask                          2.0.1
fonttools                      4.34.4
gunicorn                       20.1.0
ipykernel                      6.7.0
Jinja2                         3.0.1
lxml                           4.9.1
matplotlib                     3.5.1
mmcv                           1.2.7
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
torch                          1.8.0
torchtext                      0.5.0
torchvision                    0.9.0
tornado                        6.2
tqdm                           4.64.0
traitlets                      5.3.0
typing_extensions              4.3.0
urllib3                        1.26.10
watchdog                       2.0.0
wcwidth                        0.2.5
Werkzeug                       2.1.2
wheel                          0.37.1
yapf                           0.32.0
zipp                           3.8.0
...
  • 部分apt安装包列表： 
    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
...

引擎版本二：pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64

  • 镜像地址：swr.{region_id}.myhuaweicloud.com/aip/pytorch_1_8:pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18
  • 镜像构建时间：20220524162601(yyyy-mm-dd-hh-mm-ss)
  • 镜像系统版本：Ubuntu 18.04.4 LTS
  • cuda：11.1.1
  • cudnn：8.0.5.39
  • Python解释器路径及版本：/home/ma-user/anaconda3/envs/PyTorch-1.8.2/bin/python， python 3.7.10
  • 三方包安装路径：/home/ma-user/anaconda3/envs/PyTorch-1.8.2/lib/python3.7/site-packages
  • 部分pip安装包列表： 
    Cython 0.27.3
mmcv 1.2.7
easydict 1.9
tensorboardX 2.0
torch 1.8.2+cu111
Flask 2.0.1
pandas 1.1.5
gunicorn 20.1.0
PyYAML 5.1
torchaudio 0.8.2
Pillow 9.0.1
psutil 5.8.0
lxml 4.8.0
matplotlib 3.5.1
torchvision 0.9.2+cu111
pip 21.2.2
protobuf 3.20.1
numpy 1.17.0
opencv-python 4.1.2.30
scikit-learn 0.22.1
...
  • 部分apt安装包列表： 
    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
...

推理基础镜像详情MindSpore（CPU/GPU）

ModelArts提供了以下MindSpore（CPU/GPU）推理基础镜像：

引擎版本一：mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64

  • 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76
  • 镜像构建时间：20220702120711(yyyy-mm-dd-hh-mm-ss)
  • 镜像系统版本：Ubuntu 18.04.4 LTS
  • Python解释器路径及版本：/home/ma-user/anaconda3/envs/MindSpore/bin/python， python 3.7.10
  • 三方包安装路径：/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages
  • 部分pip安装包列表： 
    cycler                           0.11.0
easydict                         1.9
Flask                            2.0.1
grpcio                           1.47.0
gunicorn                         20.1.0
ipykernel                        6.7.0
Jinja2                           3.0.1
lxml                             4.9.0
matplotlib                       3.5.1
mindinsight                      1.7.0
mindspore                        1.7.0
mindvision                       0.1.0
moxing-framework                 2.1.0.5d9c87c8
numpy                            1.17.0
opencv-contrib-python-headless   4.6.0.66
opencv-python-headless           4.6.0.66
pandas                           1.1.5
Pillow                           9.1.1
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
setuptools                       62.6.0
sklearn                          0.0
tensorboardX                     2.0
threadpoolctl                    3.1.0
tomli                            2.0.1
tornado                          6.1
tqdm                             4.64.0
traitlets                        5.3.0
treelib                          1.6.1
urllib3                          1.26.9
wheel                            0.37.1
zipp                             3.8.0
...
  • 部分apt安装包列表： 
    apt
ca-certificates
cmake
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
...

引擎版本二：mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64

  • 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76
  • 镜像构建时间：20220702120711(yyyy-mm-dd-hh-mm-ss)
  • 镜像系统版本：Ubuntu 18.04.4 LTS
  • cuda：10.1.243
  • cudnn：7.6.5.32
  • Python解释器路径及版本：/home/ma-user/anaconda3/envs/MindSpore/bin/python， python 3.7.10
  • 三方包安装路径：/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages
  • 部分pip安装包列表： 
    cycler                           0.11.0
easydict                         1.9
Flask                            2.0.1
grpcio                           1.47.0
gunicorn                         20.1.0
ipykernel                        6.7.0
Jinja2                           3.0.1
lxml                             4.9.0
matplotlib                       3.5.1
mindinsight                      1.7.0
mindspore                        1.7.0
mindvision                       0.1.0
moxing-framework                 2.1.0.5d9c87c8
numpy                            1.17.0
opencv-contrib-python-headless   4.6.0.66
opencv-python-headless           4.6.0.66
pandas                           1.1.5
Pillow                           9.1.1
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
setuptools                       62.6.0
sklearn                          0.0
tensorboardX                     2.0
threadpoolctl                    3.1.0
tomli                            2.0.1
tornado                          6.1
tqdm                             4.64.0
traitlets                        5.3.0
treelib                          1.6.1
urllib3                          1.26.9
wheel                            0.37.1
zipp                             3.8.0
...
  • 部分apt安装包列表： 
    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
...

引擎版本三：mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64

  • 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76
  • 镜像构建时间：20220702120711(yyyy-mm-dd-hh-mm-ss)
  • 镜像系统版本：Ubuntu 18.04.4 LTS
  • cuda：11.1.1
  • cudnn：8.0.5.39
  • Python解释器路径及版本：/home/ma-user/anaconda3/envs/MindSpore/bin/python， python 3.7.10
  • 三方包安装路径：/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages
  • 部分pip安装包列表： 
    cycler                           0.11.0
easydict                         1.9
Flask                            2.0.1
grpcio                           1.47.0
gunicorn                         20.1.0
ipykernel                        6.7.0
Jinja2                           3.0.1
lxml                             4.9.0
matplotlib                       3.5.1
mindinsight                      1.7.0
mindspore                        1.7.0
mindvision                       0.1.0
moxing-framework                 2.1.0.5d9c87c8
numpy                            1.17.0
opencv-contrib-python-headless   4.6.0.66
opencv-python-headless           4.6.0.66
pandas                           1.1.5
Pillow                           9.1.1
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
setuptools                       62.6.0
sklearn                          0.0
tensorboardX                     2.0
threadpoolctl                    3.1.0
tomli                            2.0.1
tornado                          6.1
tqdm                             4.64.0
traitlets                        5.3.0
treelib                          1.6.1
urllib3                          1.26.9
wheel                            0.37.1
zipp                             3.8.0
...
  • 部分apt安装包列表： 
    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
...