jetware/pytorch repository overview

⁠PyTorch Production

A pre-configured and fully integrated software stack with PyTorch, an open source software library for machine learning, and the Python programming language. It provides a stable and tested execution environment for training, inference, or running as an API service. The stack is designed for short and long-running high-performance tasks, and can be easily integrated into continuous integration and deployment workflows.

The stack is built in several variations with different hardware optimization features: OpenBLAS and Intel MKL for x86 CPU, and CUDA for NVidia GPU.

⁠Tagging policy

Tag format:

pytorch:<pytorch_version>-python<python_version>-<optimization>-<operating_system>

Versions available:

• PyTorch versions: 1.0.0, 0.4.1, 0.3.1
• Python versions: 3.6.3, 2.7.14
• Optimization: cpu, cpu_mkl, cuda9, cuda10
• Operating systems: alpine3.8, ubuntu18.04, debian9, centos7

⁠Actual tags

⁠latest

• Full tag alias: 1.0.0-python3.6.3-cpu-alpine3.8
• Software: PyTorch 1.0.0, Python 3.6.3, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/pytorch1_python36_production-190103⁠

⁠latest-ubuntu18.04

• Full tag alias: 1.0.0-python3.6.3-cpu-ubuntu18.04
• Software: PyTorch 1.0.0, Python 3.6.3, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/pytorch1_python36_production-190103⁠

⁠latest-debian9

• Full tag alias: 1.0.0-python3.6.3-cpu-debian9
• Software: PyTorch 1.0.0, Python 3.6.3, Development preset 1 on Debian 9
• Jetware appliance: aise/pytorch1_python36_production-190103⁠

⁠latest-centos7

• Full tag alias: 1.0.0-python3.6.3-cpu-centos7
• Software: PyTorch 1.0.0, Python 3.6.3, Development preset 1 on CentOS 7
• Jetware appliance: aise/pytorch1_python36_production-190103⁠

⁠latest-cpu_mkl

• Full tag alias: 1.0.0-python3.6.3-cpu_mkl2018.2.199-alpine3.8
• Software: PyTorch 1.0.0, Python 3.6.3, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/pytorch1_python36_mkl_production-190103⁠

⁠latest-cpu_mkl-ubuntu18.04

• Full tag alias: 1.0.0-python3.6.3-cpu_mkl2018.2.199-ubuntu18.04
• Software: PyTorch 1.0.0, Python 3.6.3, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/pytorch1_python36_mkl_production-190103⁠

⁠latest-cpu_mkl-debian9

• Full tag alias: 1.0.0-python3.6.3-cpu_mkl2018.2.199-debian9
• Software: PyTorch 1.0.0, Python 3.6.3, Development preset 1 on Debian 9
• Jetware appliance: aise/pytorch1_python36_mkl_production-190103⁠

⁠latest-cpu_mkl-centos7

• Full tag alias: 1.0.0-python3.6.3-cpu_mkl2018.2.199-centos7
• Software: PyTorch 1.0.0, Python 3.6.3, Development preset 1 on CentOS 7
• Jetware appliance: aise/pytorch1_python36_mkl_production-190103⁠

⁠latest-python2

• Full tag alias: 1.0.0-python2.7.14-cpu-alpine3.8
• Software: PyTorch 1.0.0, Python 2.7.14, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/pytorch1_python27_production-190103⁠

⁠latest-python2-ubuntu18.04

• Full tag alias: 1.0.0-python2.7.14-cpu-ubuntu18.04
• Software: PyTorch 1.0.0, Python 2.7.14, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/pytorch1_python27_production-190103⁠

⁠latest-python2-debian9

• Full tag alias: 1.0.0-python2.7.14-cpu-debian9
• Software: PyTorch 1.0.0, Python 2.7.14, Development preset 1 on Debian 9
• Jetware appliance: aise/pytorch1_python27_production-190103⁠

⁠latest-python2-centos7

• Full tag alias: 1.0.0-python2.7.14-cpu-centos7
• Software: PyTorch 1.0.0, Python 2.7.14, Development preset 1 on CentOS 7
• Jetware appliance: aise/pytorch1_python27_production-190103⁠

⁠latest-python2-cpu_mkl

• Full tag alias: 1.0.0-python2.7.14-cpu_mkl2018.2.199-alpine3.8
• Software: PyTorch 1.0.0, Python 2.7.14, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/pytorch1_python27_mkl_production-190103⁠

⁠latest-python2-cpu_mkl-ubuntu18.04

• Full tag alias: 1.0.0-python2.7.14-cpu_mkl2018.2.199-ubuntu18.04
• Software: PyTorch 1.0.0, Python 2.7.14, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/pytorch1_python27_mkl_production-190103⁠

⁠latest-python2-cpu_mkl-debian9

• Full tag alias: 1.0.0-python2.7.14-cpu_mkl2018.2.199-debian9
• Software: PyTorch 1.0.0, Python 2.7.14, Development preset 1 on Debian 9
• Jetware appliance: aise/pytorch1_python27_mkl_production-190103⁠

⁠latest-python2-cpu_mkl-centos7

• Full tag alias: 1.0.0-python2.7.14-cpu_mkl2018.2.199-centos7
• Software: PyTorch 1.0.0, Python 2.7.14, Development preset 1 on CentOS 7
• Jetware appliance: aise/pytorch1_python27_mkl_production-190103⁠

⁠0-cpu_mkl

• Full tag alias: 0.4.1-python3.6.3-cpu_mkl2018.2.199-alpine3.8
• Software: PyTorch 0.4.1, Python 3.6.3, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/pytorch04_python36_mkl_production-190103⁠

⁠0-cpu_mkl-ubuntu18.04

• Full tag alias: 0.4.1-python3.6.3-cpu_mkl2018.2.199-ubuntu18.04
• Software: PyTorch 0.4.1, Python 3.6.3, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/pytorch04_python36_mkl_production-190103⁠

⁠0-cpu_mkl-debian9

• Full tag alias: 0.4.1-python3.6.3-cpu_mkl2018.2.199-debian9
• Software: PyTorch 0.4.1, Python 3.6.3, Development preset 1 on Debian 9
• Jetware appliance: aise/pytorch04_python36_mkl_production-190103⁠

⁠0-cpu_mkl-centos7

• Full tag alias: 0.4.1-python3.6.3-cpu_mkl2018.2.199-centos7
• Software: PyTorch 0.4.1, Python 3.6.3, Development preset 1 on CentOS 7
• Jetware appliance: aise/pytorch04_python36_mkl_production-190103⁠

⁠0-python2-cpu_mkl

• Full tag alias: 0.4.1-python2.7.14-cpu_mkl2018.2.199-alpine3.8
• Software: PyTorch 0.4.1, Python 2.7.14, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/pytorch04_python27_mkl_production-190103⁠

⁠0-python2-cpu_mkl-ubuntu18.04

• Full tag alias: 0.4.1-python2.7.14-cpu_mkl2018.2.199-ubuntu18.04
• Software: PyTorch 0.4.1, Python 2.7.14, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/pytorch04_python27_mkl_production-190103⁠

⁠0-python2-cpu_mkl-debian9

• Full tag alias: 0.4.1-python2.7.14-cpu_mkl2018.2.199-debian9
• Software: PyTorch 0.4.1, Python 2.7.14, Development preset 1 on Debian 9
• Jetware appliance: aise/pytorch04_python27_mkl_production-190103⁠

⁠0-python2-cpu_mkl-centos7

• Full tag alias: 0.4.1-python2.7.14-cpu_mkl2018.2.199-centos7
• Software: PyTorch 0.4.1, Python 2.7.14, Development preset 1 on CentOS 7
• Jetware appliance: aise/pytorch04_python27_mkl_production-190103⁠

⁠0

• Full tag alias: 0.4.1-python3.6.3-cpu-alpine3.8
• Software: PyTorch 0.4.1, Python 3.6.3, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/pytorch04_python36_production-190103⁠

⁠0-ubuntu18.04

• Full tag alias: 0.4.1-python3.6.3-cpu-ubuntu18.04
• Software: PyTorch 0.4.1, Python 3.6.3, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/pytorch04_python36_production-190103⁠

⁠0-debian9

• Full tag alias: 0.4.1-python3.6.3-cpu-debian9
• Software: PyTorch 0.4.1, Python 3.6.3, Development preset 1 on Debian 9
• Jetware appliance: aise/pytorch04_python36_production-190103⁠

⁠0-centos7

• Full tag alias: 0.4.1-python3.6.3-cpu-centos7
• Software: PyTorch 0.4.1, Python 3.6.3, Development preset 1 on CentOS 7
• Jetware appliance: aise/pytorch04_python36_production-190103⁠

⁠0-python2

• Full tag alias: 0.4.1-python2.7.14-cpu-alpine3.8
• Software: PyTorch 0.4.1, Python 2.7.14, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/pytorch04_python27_production-190103⁠

⁠0-python2-ubuntu18.04

• Full tag alias: 0.4.1-python2.7.14-cpu-ubuntu18.04
• Software: PyTorch 0.4.1, Python 2.7.14, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/pytorch04_python27_production-190103⁠

⁠0-python2-debian9

• Full tag alias: 0.4.1-python2.7.14-cpu-debian9
• Software: PyTorch 0.4.1, Python 2.7.14, Development preset 1 on Debian 9
• Jetware appliance: aise/pytorch04_python27_production-190103⁠

⁠0-python2-centos7

• Full tag alias: 0.4.1-python2.7.14-cpu-centos7
• Software: PyTorch 0.4.1, Python 2.7.14, Development preset 1 on CentOS 7
• Jetware appliance: aise/pytorch04_python27_production-190103⁠

⁠Issues

If you encountered a problem running this container, please file an issue⁠.

(c) 2019 Jetware⁠