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https://github.com/triagemd/tensorflow-builds

Tensorflow binaries and Docker images compiled with GPU support and CPU optimizations.
https://github.com/triagemd/tensorflow-builds

bazel cuda cudnn docker gpu machine-learning nvidia python tensorflow tensorflow-serving

Last synced: 3 months ago
JSON representation

Tensorflow binaries and Docker images compiled with GPU support and CPU optimizations.

Host: GitHub
URL: https://github.com/triagemd/tensorflow-builds
Owner: triagemd
License: mit
Archived: true
Created: 2017-08-20T13:08:33.000Z (over 7 years ago)
Default Branch: master
Last Pushed: 2019-07-30T18:39:42.000Z (over 5 years ago)
Last Synced: 2024-08-04T10:06:47.005Z (7 months ago)
Topics: bazel, cuda, cudnn, docker, gpu, machine-learning, nvidia, python, tensorflow, tensorflow-serving
Language: Dockerfile
Homepage:
Size: 58.6 KB
Stars: 15
Watchers: 5
Forks: 1
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        **Warning:** This repo is now unmaintained and unnecessary.

Use the official `tensorflow/serving` Docker images instead: https://hub.docker.com/r/tensorflow/serving

---

# tensorflow-builds

Tensorflow binaries and Docker images compiled with GPU support and CPU optimizations.

We now pull optimized Tensorflow wheels from [mind/wheels](https://github.com/mind/wheels) rather than building our own.

## Updating Tensorflow version

When a new version of Tensorflow is released:

1. Update the versions at the top of `script/distribute*`.

2. On a *very powerful* machine with Docker, set `$GITHUB_TOKEN` to [a GitHub access token with repo permissions](https://help.github.com/articles/creating-a-personal-access-token-for-the-command-line/) and run `script/distribute-binaries` (seriously, crank the CPU all the way up if using the cloud).

3. Update the binary links below from https://github.com/triagemd/tensorflow-builds/releases.

4. Push to master.

---

| Docker builds |

|-|

| [![Travis](https://travis-ci.org/triagemd/tensorflow-builds.svg?branch=master)](https://travis-ci.org/triagemd/tensorflow-builds) |

| Binary | |

|-|-|

| **Tensorflow Serving 1.7:** |

| CPU optimized, with Intel MKL | https://github.com/triagemd/tensorflow-builds/releases/download/tf-serving-1.7.0/tensorflow_model_server_optimized |

| GPU, CUDA 9.0, without CPU optimization | https://github.com/triagemd/tensorflow-builds/releases/download/tf-serving-1.7.0/tensorflow_model_server_gpu |

| GPU, CUDA 9.1, with CPU optimization, with Intel MKL | https://github.com/triagemd/tensorflow-builds/releases/download/tf-serving-1.7.0/tensorflow_model_server_optimized_gpu |

| **Tensorflow Serving 1.6:** |

| CPU optimized, with Intel MKL | https://github.com/triagemd/tensorflow-builds/releases/download/tf-serving-1.6.0/tensorflow_model_server_optimized |

| GPU, CUDA 9.0, without CPU optimization | https://github.com/triagemd/tensorflow-builds/releases/download/tf-serving-1.6.0/tensorflow_model_server_gpu |

| GPU, CUDA 9.1, with CPU optimization, with Intel MKL | https://github.com/triagemd/tensorflow-builds/releases/download/tf-serving-1.6.0/tensorflow_model_server_optimized_gpu |

| **Tensorflow Serving 1.5:** |

| CPU optimized, with Intel MKL | https://github.com/triagemd/tensorflow-builds/releases/download/tf-serving-1.5.0/tensorflow_model_server_optimized |

| GPU, CUDA 9.0, without CPU optimization | https://github.com/triagemd/tensorflow-builds/releases/download/tf-serving-1.5.0/tensorflow_model_server_gpu |

| GPU, CUDA 9.1, with CPU optimization, with Intel MKL | https://github.com/triagemd/tensorflow-builds/releases/download/tf-serving-1.5.0/tensorflow_model_server_optimized_gpu |

| Docker image | |

|-|-|

| **Python + Intel MKL-DNN:** |

| python2.7-mkl | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-mkl.svg)](https://hub.docker.com/r/triage/python2.7-mkl/) |

| python3.6-mkl | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python3.6-mkl.svg)](https://hub.docker.com/r/triage/python3.6-mkl/) |

| **Python + CUDA:** |

| python2.7-cuda9.0 | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-cuda9.0.svg)](https://hub.docker.com/r/triage/python2.7-cuda9.0/) |

| python3.6-cuda9.0 | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python3.6-cuda9.0.svg)](https://hub.docker.com/r/triage/python3.6-cuda9.0/) |

| python2.7-cuda9.1 | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-cuda9.1.svg)](https://hub.docker.com/r/triage/python2.7-cuda9.1/) |

| python3.6-cuda9.1 | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python3.6-cuda9.1.svg)](https://hub.docker.com/r/triage/python3.6-cuda9.1/) |

| **Python + CUDA + Intel MKL-DNN:** |

| python2.7-cuda9.1-mkl | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-cuda9.1-mkl.svg)](https://hub.docker.com/r/triage/python2.7-cuda9.1-mkl/) |

| python3.6-cuda9.1-mkl | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python3.6-cuda9.1-mkl.svg)](https://hub.docker.com/r/triage/python3.6-cuda9.1-mkl/) |

| **Tensorflow:** |

| python2.7-tensorflow | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-tensorflow.svg)](https://hub.docker.com/r/triage/python2.7-tensorflow/) |

| python3.6-tensorflow | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python3.6-tensorflow.svg)](https://hub.docker.com/r/triage/python3.6-tensorflow/) |

| python2.7-tensorflow-gpu | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-tensorflow-gpu.svg)](https://hub.docker.com/r/triage/python2.7-tensorflow-gpu/) |

| python3.6-tensorflow-gpu | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python3.6-tensorflow-gpu.svg)](https://hub.docker.com/r/triage/python3.6-tensorflow-gpu/) |

| **Tensorflow with CPU optimizations:** |

| python2.7-tensorflow-optimized | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-tensorflow-optimized.svg)](https://hub.docker.com/r/triage/python2.7-tensorflow-optimized/) |

| python3.6-tensorflow-optimized | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python3.6-tensorflow-optimized.svg)](https://hub.docker.com/r/triage/python3.6-tensorflow-optimized/) |

| python2.7-tensorflow-optimized-gpu | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-tensorflow-optimized-gpu.svg)](https://hub.docker.com/r/triage/python2.7-tensorflow-optimized-gpu/) |

| python3.6-tensorflow-optimized-gpu | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python3.6-tensorflow-optimized-gpu.svg)](https://hub.docker.com/r/triage/python3.6-tensorflow-optimized-gpu/) |

| **Tensorflow Serving:** |

| python2.7-tensorflow-serving | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-tensorflow-serving.svg)](https://hub.docker.com/r/triage/python2.7-tensorflow-serving/) |

| python2.7-tensorflow-serving-optimized | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-tensorflow-serving-optimized.svg)](https://hub.docker.com/r/triage/python2.7-tensorflow-serving-optimized/) |

| python2.7-tensorflow-serving-gpu | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-tensorflow-serving-gpu.svg)](https://hub.docker.com/r/triage/python2.7-tensorflow-serving-gpu/) |

| python2.7-tensorflow-serving-optimized-gpu | [![Docker Pulls](https://img.shields.io/docker/pulls/triage/python2.7-tensorflow-serving-optimized-gpu.svg)](https://hub.docker.com/r/triage/python2.7-tensorflow-serving-optimized-gpu/) |