jetware/tensorflow-notebook repository overview

⁠TensorFlow Notebook

A pre-configured and fully integrated minimal runtime environment with TensorFlow, an open source software library for machine learning, Keras, an open source neural network library, Jupyter Notebook, a browser-based interactive notebook for programming, mathematics, and data science, and the Python programming language.

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:

tensorflow-notebook:<tensorflow_version>-python<python_version>-keras<keras_version>-<optimization>-<operating_system>

Versions available:

• TensorFlow versions: 1.12.0, 1.11.0, 1.10.0, 1.9.0, 1.8.0, 1.7.0, 1.6.0, 1.5.0, 1.4.1, 1.3.0
• Python versions: 3.6.3, 2.7.14
• Keras versions: 2.2.4, 2.2.2, 2.1.6, 2.0.2, 1.2.2
• Optimizations: cpu, cpu_mkl, cuda9, cuda10
• Operating systems: alpine3.8, ubuntu18.04, debian9, centos7

⁠Actual tags

⁠latest

• Full tag alias: 1.12.0-python3.6.3-keras2.2.4-cpu-alpine3.8
• Software: TensorFlow 1.12.0, Keras 2.2.4, Python 3.6.3, Jupyter Notebook 1.0.0, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/tensorflow112_keras22_python36_mkl_notebook-190103⁠

⁠latest-ubuntu18.04

• Full tag alias: 1.12.0-python3.6.3-keras2.2.4-cpu-ubuntu18.04
• Software: TensorFlow 1.12.0, Keras 2.2.4, Python 3.6.3, Jupyter Notebook 1.0.0, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/tensorflow112_keras22_python36_mkl_notebook-190103⁠

⁠latest-debian9

• Full tag alias: 1.12.0-python3.6.3-keras2.2.4-cpu-debian9
• Software: TensorFlow 1.12.0, Keras 2.2.4, Python 3.6.3, Jupyter Notebook 1.0.0, Development preset 1 on Debian 9
• Jetware appliance: aise/tensorflow112_keras22_python36_mkl_notebook-190103⁠

⁠latest-centos7

• Full tag alias: 1.12.0-python3.6.3-keras2.2.4-cpu-centos7
• Software: TensorFlow 1.12.0, Keras 2.2.4, Python 3.6.3, Jupyter Notebook 1.0.0, Development preset 1 on CentOS 7
• Jetware appliance: aise/tensorflow112_keras22_python36_mkl_notebook-190103⁠

⁠latest-python2

• Full tag alias: 1.12.0-python2.7.14-keras2.2.4-cpu-alpine3.8
• Software: TensorFlow 1.12.0, Keras 2.2.4, Python 2.7.14, Jupyter Notebook 1.0.0, Development preset 1 on Alpine 3.8
• Jetware appliance: aise/tensorflow112_keras22_python27_mkl_notebook-190103⁠

⁠latest-python2-ubuntu18.04

• Full tag alias: 1.12.0-python2.7.14-keras2.2.4-cpu-ubuntu18.04
• Software: TensorFlow 1.12.0, Keras 2.2.4, Python 2.7.14, Jupyter Notebook 1.0.0, Development preset 1 on Ubuntu 18.04 LTS
• Jetware appliance: aise/tensorflow112_keras22_python27_mkl_notebook-190103⁠

⁠latest-python2-debian9

• Full tag alias: 1.12.0-python2.7.14-keras2.2.4-cpu-debian9
• Software: TensorFlow 1.12.0, Keras 2.2.4, Python 2.7.14, Jupyter Notebook 1.0.0, Development preset 1 on Debian 9
• Jetware appliance: aise/tensorflow112_keras22_python27_mkl_notebook-190103⁠

⁠latest-python2-centos7

• Full tag alias: 1.12.0-python2.7.14-keras2.2.4-cpu-centos7
• Software: TensorFlow 1.12.0, Keras 2.2.4, Python 2.7.14, Jupyter Notebook 1.0.0, Development preset 1 on CentOS 7
• Jetware appliance: aise/tensorflow112_keras22_python27_mkl_notebook-190103⁠

⁠Issues

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

(c) 2019 Jetware⁠