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https://github.com/bmzhao/tensorflow-windows

Last synced: about 1 month ago
JSON representation
Host: GitHub
URL: https://github.com/bmzhao/tensorflow-windows
Owner: bmzhao
License: apache-2.0
Created: 2019-11-27T21:31:58.000Z (almost 5 years ago)
Default Branch: windows-custom-op
Last Pushed: 2022-10-04T23:54:58.000Z (about 2 years ago)
Last Synced: 2023-02-28T11:26:29.960Z (over 1 year ago)
Language: C++
Size: 422 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 5
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: CODEOWNERS
- Security: SECURITY.md
Awesome Lists containing this project

README

        


  



**`Documentation`** |

------------------- |

[![Documentation](https://img.shields.io/badge/api-reference-blue.svg)](https://www.tensorflow.org/api_docs/) |

[TensorFlow](https://www.tensorflow.org/) is an end-to-end open source platform

for machine learning. It has a comprehensive, flexible ecosystem of

[tools](https://www.tensorflow.org/resources/tools),

[libraries](https://www.tensorflow.org/resources/libraries-extensions), and

[community](https://www.tensorflow.org/community) resources that lets

researchers push the state-of-the-art in ML and developers easily build and

deploy ML-powered applications.

TensorFlow was originally developed by researchers and engineers working on the

Google Brain team within Google's Machine Intelligence Research organization to

conduct machine learning and deep neural networks research. The system is

general enough to be applicable in a wide variety of other domains, as well.

TensorFlow provides stable [Python](https://www.tensorflow.org/api_docs/python)

and [C++](https://www.tensorflow.org/api_docs/cc) APIs, as well as

non-guaranteed backward compatible API for

[other languages](https://www.tensorflow.org/api_docs).

Keep up-to-date with release announcements and security updates by subscribing

to

[[email protected]](https://groups.google.com/a/tensorflow.org/forum/#!forum/announce).

See all the [mailing lists](https://www.tensorflow.org/community/forums).

## Install

See the [TensorFlow install guide](https://www.tensorflow.org/install) for the

[pip package](https://www.tensorflow.org/install/pip), to

[enable GPU support](https://www.tensorflow.org/install/gpu), use a

[Docker container](https://www.tensorflow.org/install/docker), and

[build from source](https://www.tensorflow.org/install/source).

To install the current release for CPU-only:

```

$ pip install tensorflow

```

Use the GPU package for

[CUDA-enabled GPU cards](https://www.tensorflow.org/install/gpu) *(Ubuntu and

Windows)*:

```

$ pip install tensorflow-gpu

```

*Nightly binaries are available for testing using the

[tf-nightly](https://pypi.python.org/pypi/tf-nightly) and

[tf-nightly-gpu](https://pypi.python.org/pypi/tf-nightly-gpu) packages on PyPi.*

#### *Try your first TensorFlow program*

```shell

$ python

```

```python

>>> import tensorflow as tf

>>> tf.add(1, 2).numpy()

3

>>> hello = tf.constant('Hello, TensorFlow!')

>>> hello.numpy()

'Hello, TensorFlow!'

```

For more examples, see the

[TensorFlow tutorials](https://www.tensorflow.org/tutorials/).

## Contribution guidelines

**If you want to contribute to TensorFlow, be sure to review the

[contribution guidelines](CONTRIBUTING.md). This project adheres to TensorFlow's

[code of conduct](CODE_OF_CONDUCT.md). By participating, you are expected to

uphold this code.**

**We use [GitHub issues](https://github.com/tensorflow/tensorflow/issues) for

tracking requests and bugs, please see

[TensorFlow Discuss](https://groups.google.com/a/tensorflow.org/forum/#!forum/discuss)

for general questions and discussion, and please direct specific questions to

[Stack Overflow](https://stackoverflow.com/questions/tagged/tensorflow).**

The TensorFlow project strives to abide by generally accepted best practices in

open-source software development:

[![CII Best Practices](https://bestpractices.coreinfrastructure.org/projects/1486/badge)](https://bestpractices.coreinfrastructure.org/projects/1486)

[![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-v1.4%20adopted-ff69b4.svg)](CODE_OF_CONDUCT.md)

## Continuous build status

### Official Builds

Build Type               | Status                                                                                                                                                                                                                                                                                                                                        | Artifacts

------------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------

**Linux CPU**            | [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/ubuntu-cc.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/ubuntu-cc.html)                                                                                                                                                                        | [PyPI](https://pypi.org/project/tf-nightly/)

**Linux GPU**            | [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/ubuntu-gpu-py3.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/ubuntu-gpu-py3.html)                                                                                                                                                              | [PyPI](https://pypi.org/project/tf-nightly-gpu/)

**Linux XLA**            | [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/ubuntu-xla.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/ubuntu-xla.html)                                                                                                                                                                      | TBA

**macOS**                | [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/macos-py2-cc.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/macos-py2-cc.html)                                                                                                                                                                  | [PyPI](https://pypi.org/project/tf-nightly/)

**Windows CPU**          | [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/windows-cpu.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/windows-cpu.html)                                                                                                                                                                    | [PyPI](https://pypi.org/project/tf-nightly/)

**Windows GPU**          | [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/windows-gpu.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/windows-gpu.html)                                                                                                                                                                    | [PyPI](https://pypi.org/project/tf-nightly-gpu/)

**Android**              | [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/android.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/android.html)                                                                                                                                                                            | [![Download](https://api.bintray.com/packages/google/tensorflow/tensorflow/images/download.svg)](https://bintray.com/google/tensorflow/tensorflow/_latestVersion)

**Raspberry Pi 0 and 1** | [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/rpi01-py2.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/rpi01-py2.html) [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/rpi01-py3.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/rpi01-py3.html) | [Py2](https://storage.googleapis.com/tensorflow-nightly/tensorflow-1.10.0-cp27-none-linux_armv6l.whl) [Py3](https://storage.googleapis.com/tensorflow-nightly/tensorflow-1.10.0-cp34-none-linux_armv6l.whl)

**Raspberry Pi 2 and 3** | [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/rpi23-py2.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/rpi23-py2.html) [![Status](https://storage.googleapis.com/tensorflow-kokoro-build-badges/rpi23-py3.svg)](https://storage.googleapis.com/tensorflow-kokoro-build-badges/rpi23-py3.html) | [Py2](https://storage.googleapis.com/tensorflow-nightly/tensorflow-1.10.0-cp27-none-linux_armv7l.whl) [Py3](https://storage.googleapis.com/tensorflow-nightly/tensorflow-1.10.0-cp34-none-linux_armv7l.whl)

### Community Supported Builds

Build Type                                                                            | Status                                                                                                                                                                                        | Artifacts

------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------

**Linux AMD ROCm GPU** Nightly                                                        | [![Build Status](http://ml-ci.amd.com:21096/job/tensorflow-rocm-nightly/badge/icon)](http://ml-ci.amd.com:21096/job/tensorflow-rocm-nightly)                                                  | [Nightly](http://ml-ci.amd.com:21096/job/tensorflow-rocm-nightly/lastSuccessfulBuild/)

**Linux AMD ROCm GPU** Stable Release                                                 | [![Build Status](http://ml-ci.amd.com:21096/job/tensorflow-rocm-release/badge/icon)](http://ml-ci.amd.com:21096/job/tensorflow-rocm-release/)                                                 | Release [1.15](http://ml-ci.amd.com:21096/job/tensorflow-rocm-release/lastSuccessfulBuild/) / [2.x](http://ml-ci.amd.com:21096/job/tensorflow-rocm-v2-release/lastSuccessfulBuild/)

**Linux s390x** Nightly                                                               | [![Build Status](http://ibmz-ci.osuosl.org/job/TensorFlow_IBMZ_CI/badge/icon)](http://ibmz-ci.osuosl.org/job/TensorFlow_IBMZ_CI/)                                                             | [Nightly](http://ibmz-ci.osuosl.org/job/TensorFlow_IBMZ_CI/)

**Linux s390x CPU** Stable Release                                                    | [![Build Status](http://ibmz-ci.osuosl.org/job/TensorFlow_IBMZ_Release_Build/badge/icon)](https://ibmz-ci.osuosl.org/job/TensorFlow_IBMZ_Release_Build/)                                      | [Release](https://ibmz-ci.osuosl.org/job/TensorFlow_IBMZ_Release_Build/)

**Linux ppc64le CPU** Nightly                                                         | [![Build Status](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_CPU_Build/badge/icon)](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_CPU_Build/)                                       | [Nightly](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_CPU_Nightly_Artifact/)

**Linux ppc64le CPU** Stable Release                                                  | [![Build Status](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_CPU_Release_Build/badge/icon)](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_CPU_Release_Build/)                       | Release [1.15](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_CPU_Release_Build/) / [2.x](https://powerci.osuosl.org/job/TensorFlow2_PPC64LE_CPU_Release_Build/)

**Linux ppc64le GPU** Nightly                                                         | [![Build Status](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_GPU_Build/badge/icon)](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_GPU_Build/)                                       | [Nightly](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_GPU_Nightly_Artifact/)

**Linux ppc64le GPU** Stable Release                                                  | [![Build Status](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_GPU_Release_Build/badge/icon)](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_GPU_Release_Build/)                       | Release [1.15](https://powerci.osuosl.org/job/TensorFlow_PPC64LE_GPU_Release_Build/) / [2.x](https://powerci.osuosl.org/job/TensorFlow2_PPC64LE_GPU_Release_Build/)

**Linux CPU with Intel® MKL-DNN** Nightly                                             | [![Build Status](https://tensorflow-ci.intel.com/job/tensorflow-mkl-linux-cpu/badge/icon)](https://tensorflow-ci.intel.com/job/tensorflow-mkl-linux-cpu/)                                     | [Nightly](https://tensorflow-ci.intel.com/job/tensorflow-mkl-build-whl-nightly/)

**Linux CPU with Intel® MKL-DNN** 
 **Supports Python 2.7, 3.4, 3.5, 3.6 and 3.7** | [![Build Status](https://tensorflow-ci.intel.com/job/tensorflow-mkl-build-release-whl/badge/icon)](https://tensorflow-ci.intel.com/job/tensorflow-mkl-build-release-whl/lastStableBuild)      | [1.14.0 PyPI](https://pypi.org/project/intel-tensorflow/)

**Red Hat® Enterprise Linux® 7.6 CPU & GPU** 
 Python 2.7, 3.6                     | [![Build Status](https://jenkins-tensorflow.apps.ci.centos.org/buildStatus/icon?job=tensorflow-rhel7-3.6&build=2)](https://jenkins-tensorflow.apps.ci.centos.org/job/tensorflow-rhel7-3.6/2/) | [1.13.1 PyPI](https://tensorflow.pypi.thoth-station.ninja/index/)

## Resources

*   [TensorFlow.org](https://www.tensorflow.org)

*   [TensorFlow tutorials](https://www.tensorflow.org/tutorials/)

*   [TensorFlow official models](https://github.com/tensorflow/models/tree/master/official)

*   [TensorFlow examples](https://github.com/tensorflow/examples)

*   [TensorFlow in Practice from Coursera](https://www.coursera.org/specializations/tensorflow-in-practice)

*   [Intro to TensorFlow for Deep Learning from Udacity](https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187)

*   [Introduction to TensorFlow Lite from Udacity](https://www.udacity.com/course/intro-to-tensorflow-lite--ud190)

*   [TensorFlow blog](https://blog.tensorflow.org)

*   [TensorFlow Twitter](https://twitter.com/tensorflow)

*   [TensorFlow YouTube](https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ)

*   [TensorFlow roadmap](https://www.tensorflow.org/community/roadmap)

*   [TensorFlow white papers](https://www.tensorflow.org/about/bib)

*   [TensorBoard visualization toolkit](https://github.com/tensorflow/tensorboard)

Learn more about the

[TensorFlow community](https://www.tensorflow.org/community) and how to

[contribute](https://www.tensorflow.org/community/contribute).

## License

[Apache License 2.0](LICENSE)