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Microsoft Cognitive Toolkit (CNTK) Docker Images

Home Page: https://hub.docker.com/r/microsoft/cntk/

License: Other

Shell 65.04% Dockerfile 34.96%

cntk-docker's Introduction

See how to use the images in CNTK Wiki.

Version 2 Images (CNTK v2.6 and above)

The following tags default to images based on ubuntu:16.04 (CPU) and nvidia/cuda:9.0-runtime-ubuntu16.04 (v.2.x GPU).

Python 3.5

GPU (NVIDIA Docker is required)

2.6-gpu-python3.5-cuda9.0-cudnn7.0, latest (/ubuntu-16.04/version_2/gpu/runtime/python-3/Dockerfile)

CPU

2.6-cpu-python3.5 (/ubuntu-16.04/version_2/cpu/runtime/python-3/Dockerfile)

Python 2.7

GPU (NVIDIA Docker is required)

2.6-gpu-python2.7-cuda9.0-cudnn7.0 (/ubuntu-16.04/version_2/gpu/runtime/python-2/Dockerfile)

CPU

2.6-cpu-python2.7 (/ubuntu-16.04/version_2/cpu/runtime/python-2/Dockerfile)

Version 2 Images (CNTK v2.5.1)

The following tags default to images based on ubuntu:16.04 (CPU) and nvidia/cuda:9.0-runtime-ubuntu16.04 (v.2.x GPU).

Python 3.5

GPU (NVIDIA Docker is required)

2.5.1-gpu-python3.5-cuda9.0-cudnn7.0, latest (/ubuntu-16.04/version_2/gpu/runtime/python-3/Dockerfile)

CPU

2.5.1-cpu-python3.5 (/ubuntu-16.04/version_2/cpu/runtime/python-3/Dockerfile)

Python 2.7

GPU (NVIDIA Docker is required)

2.5.1-gpu-python2.7-cuda9.0-cudnn7.0 (/ubuntu-16.04/version_2/gpu/runtime/python-2/Dockerfile)

CPU

2.5.1-cpu-python2.7 (/ubuntu-16.04/version_2/cpu/runtime/python-2/Dockerfile)

Version 2 Images (CNTK v2.5)

The following tags default to images based on ubuntu:16.04 (CPU) and nvidia/cuda:9.0-runtime-ubuntu16.04 (v.2.x GPU).

Python 3.5

GPU (NVIDIA Docker is required)

2.5-gpu-python3.5-cuda9.0-cudnn7.0, latest (/ubuntu-16.04/version_2/gpu/runtime/python-3/Dockerfile)

CPU

2.5-cpu-python3.5 (/ubuntu-16.04/version_2/cpu/runtime/python-3/Dockerfile)

Python 2.7

GPU (NVIDIA Docker is required)

2.5-gpu-python2.7-cuda9.0-cudnn7.0 (/ubuntu-16.04/version_2/gpu/runtime/python-2/Dockerfile)

CPU

2.5-cpu-python2.7 (/ubuntu-16.04/version_2/cpu/runtime/python-2/Dockerfile)

Version 2 Images (CNTK v2.4)

The following tags default to images based on ubuntu:16.04 (CPU) and nvidia/cuda:9.0-runtime-ubuntu16.04 (v.2.x GPU).

Python 3.5

GPU (NVIDIA Docker is required)

2.4-gpu-python3.5-cuda9.0-cudnn7.0, latest (/ubuntu-16.04/version_2/gpu/runtime/python-3/Dockerfile)

1BitSGD (NVIDIA Docker is required)

2.4-1bitsgd-python3.5-cuda9.0-cudnn7.0 (/ubuntu-16.04/version_2/1bitsgd/runtime/python-3/Dockerfile)

CPU

2.4-cpu-python3.5 (/ubuntu-16.04/version_2/cpu/runtime/python-3/Dockerfile)

Python 2.7

GPU (NVIDIA Docker is required)

2.4-gpu-python2.7-cuda9.0-cudnn7.0 (/ubuntu-16.04/version_2/gpu/runtime/python-2/Dockerfile)

1BitSGD (NVIDIA Docker is required)

2.4-1bitsgd-python2.7-cuda9.0-cudnn7.0 (/ubuntu-16.04/version_2/1bitsgd/runtime/python-2/Dockerfile)

CPU

2.4-cpu-python2.7 (/ubuntu-16.04/version_2/cpu/runtime/python-2/Dockerfile)

Version 2 Images (CNTK upto v2.3)

The following tags default to images based on ubuntu:14.04 (CPU), nvidia/cuda:8.0-runtime-ubuntu14.04 (v.2.x GPU) and nvidia/cuda:7.5-runtime (v.1.x GPU).

Python 3.4 and 3.5

GPU (NVIDIA Docker is required)

2.3-gpu-python3.5-cuda8.0-cudnn6.0, latest (/ubuntu-14.04/version_2/gpu/runtime/python-3/Dockerfile)
2.2-gpu-python3.5-cuda8.0-cudnn6.0 (/ubuntu-14.04/version_2/gpu/runtime/python-3/Dockerfile)
2.1-gpu-python3.5-cuda8.0-cudnn6.0 (/ubuntu-14.04/version_2/gpu/runtime/python-3/Dockerfile)
2.0-gpu-python3.5-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-3/Dockerfile)
2.0.rc3-gpu-python3.5-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-3/Dockerfile)
2.0.rc2-gpu-python3.5-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-3/Dockerfile)
2.0.rc1-gpu-python3.5-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-3/Dockerfile)
2.0.beta15.0-gpu-python3.5-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-3/Dockerfile)
2.0.beta12.0-gpu-python3.5-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-3/Dockerfile)
2.0.beta11.0-gpu-python3.5-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/2.0.beta11.0/gpu/runtime/Dockerfile)
2.0.beta10.0-gpu-python3.5-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/2.0.beta10.0/gpu/runtime/Dockerfile)
2.0.beta9.0-runtime-gpu-python3.5-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/2.0.beta9.0/gpu/runtime/Dockerfile)
2.0.beta8.0-runtime-gpu-python3.4-cuda8.0-cudnn5.1, (/ubuntu-14.04/version_2/2.0.beta8.0/gpu/runtime/Dockerfile)
2.0.beta7.0-runtime-gpu-python3.4-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/2.0.beta7.0-Ubuntu14/gpu/runtime/Dockerfile)

CPU

2.3-cpu-python3.5 (/ubuntu-14.04/version_2/cpu/runtime/python-3/Dockerfile)
2.2-cpu-python3.5 (/ubuntu-14.04/version_2/cpu/runtime/python-3/Dockerfile)
2.1-cpu-python3.5 (/ubuntu-14.04/version_2/cpu/runtime/python-3/Dockerfile)
2.0-cpu-python3.5 (/ubuntu-14.04/version_2/cpu/runtime/python-3/Dockerfile)
2.0.rc3-cpu-python3.5 (/ubuntu-14.04/version_2/cpu/runtime/python-3/Dockerfile)
2.0.rc2-cpu-python3.5 (/ubuntu-14.04/version_2/cpu/runtime/python-3/Dockerfile)
2.0.rc1-cpu-python3.5 (/ubuntu-14.04/version_2/cpu/runtime/python-3/Dockerfile)
2.0.beta15.0-cpu-python3.5 (/ubuntu-14.04/version_2/cpu/runtime/python-3/Dockerfile)
2.0.beta12.0-cpu-python3.5 (/ubuntu-14.04/version_2/cpu/runtime/python-3/Dockerfile)
2.0.beta11.0-cpu-python3.5 (/ubuntu-14.04/version_2/2.0.beta11.0/cpu/runtime/Dockerfile)
2.0.beta10.0-cpu-python3.5 (/ubuntu-14.04/version_2/2.0.beta10.0/cpu/runtime/Dockerfile)
2.0.beta9.0-runtime-cpu-python3.5 (/ubuntu-14.04/version_2/2.0.beta9.0/cpu/runtime/Dockerfile)
2.0.beta8.0-runtime-cpu-python3.4 (/ubuntu-14.04/version_2/2.0.beta8.0/cpu/runtime/Dockerfile)
2.0.beta7.0-runtime-cpu-python3.4 (/ubuntu-14.04/version_2/2.0.beta7.0/cpu/runtime/Dockerfile)

Python 2.7

GPU (NVIDIA Docker is required)

2.3-gpu-python2.7-cuda8.0-cudnn6.0 (/ubuntu-14.04/version_2/gpu/runtime/python-2/Dockerfile)
2.2-gpu-python2.7-cuda8.0-cudnn6.0 (/ubuntu-14.04/version_2/gpu/runtime/python-2/Dockerfile)
2.1-gpu-python2.7-cuda8.0-cudnn6.0 (/ubuntu-14.04/version_2/gpu/runtime/python-2/Dockerfile)
2.0-gpu-python2.7-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-2/Dockerfile)
2.0.rc3-gpu-python2.7-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-2/Dockerfile)
2.0.rc2-gpu-python2.7-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-2/Dockerfile)
2.0.rc1-gpu-python2.7-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-2/Dockerfile)
2.0.beta15.0-gpu-python2.7-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-2/Dockerfile)
2.0.beta12.0-gpu-python2.7-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/gpu/runtime/python-2/Dockerfile)
2.0.beta11.0-gpu-python2.7-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/2.0.beta11.0/gpu/runtime/python-2.7/Dockerfile)
2.0.beta10.0-gpu-python2.7-cuda8.0-cudnn5.1 (/ubuntu-14.04/version_2/2.0.beta10.0/gpu/runtime/python-2.7/Dockerfile)

CPU

2.3-cpu-python2.7 (/ubuntu-14.04/version_2/cpu/runtime/python-2/Dockerfile)
2.2-cpu-python2.7 (/ubuntu-14.04/version_2/cpu/runtime/python-2/Dockerfile)
2.1-cpu-python2.7 (/ubuntu-14.04/version_2/cpu/runtime/python-2/Dockerfile)
2.0-cpu-python2.7 (/ubuntu-14.04/version_2/cpu/runtime/python-2/Dockerfile)
2.0.rc3-cpu-python2.7 (/ubuntu-14.04/version_2/cpu/runtime/python-2/Dockerfile)
2.0.rc2-cpu-python2.7 (/ubuntu-14.04/version_2/cpu/runtime/python-2/Dockerfile)
2.0.rc1-cpu-python2.7 (/ubuntu-14.04/version_2/cpu/runtime/python-2/Dockerfile)
2.0.beta15.0-cpu-python2.7 (/ubuntu-14.04/version_2/cpu/runtime/python-2/Dockerfile)
2.0.beta12.0-cpu-python2.7 (/ubuntu-14.04/version_2/cpu/runtime/python-2/Dockerfile)
2.0.beta11.0-cpu-python2.7 (/ubuntu-14.04/version_2/2.0.beta11.0/cpu/runtime/python-2.7/Dockerfile)
2.0.beta10.0-cpu-python2.7 (/ubuntu-14.04/version_2/2.0.beta10.0/cpu/runtime/python-2.7/Dockerfile)

Version 1 Images

GPU (NVIDIA Docker is required)

1.7.2-runtime-gpu-cuda7.5-cudnn5.1 (/ubuntu-14.04/version_1/1.7.2/gpu/runtime/Dockerfile)

CPU

1.7.2-runtime-cpu (/ubuntu-14.04/version_1/1.7.2/cpu/runtime/Dockerfile)

How to locate CNTK Docker Images Sources

CNTK Homepage
CNTK Source Code at GitHub
CNTK Wiki

cntk-docker's People

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