https://github.com/hughperkins/tf-coriander

OpenCL 1.2 implementation for Tensorflow
https://github.com/hughperkins/tf-coriander

gpu intel mac nvidia opencl radeon tensorflow ubuntu

Last synced: 10 days ago
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OpenCL 1.2 implementation for Tensorflow

• Host: GitHub
• URL: https://github.com/hughperkins/tf-coriander
• Owner: hughperkins
• License: apache-2.0
• Created: 2016-10-13T11:50:41.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2022-10-15T18:30:25.000Z (about 2 years ago)
• Last Synced: 2024-04-10T05:25:23.140Z (7 months ago)
• Topics: gpu, intel, mac, nvidia, opencl, radeon, tensorflow, ubuntu
• Language: C++
• Homepage:
• Size: 91.6 MB
• Stars: 790
• Watchers: 69
• Forks: 94
• Open Issues: 42
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Tensorflow-cl

Run [Tensorflow](https://github.com/tensorflow/tensorflow) on OpenCL™ 1.2 devices

- tested on:

  - Mac Sierra using Radeon Pro 450 GPU (thank you [ASAPP](http://asapp.com) :-) )

  - Ubuntu 16.04, using NVIDIA K520

- should work theoretically on any OpenCL 1.2 GPU

## Piccie

On a Mac:



## Execution speed

- [Execution speed](doc/execution_speed.md)

## What's working

- [What's working](doc/whats_working.md)

## Installation

- [Installation](doc/installation.md)

## Tests

- [Tests](doc/testing.md)

## Design/architecture

- tensorflow code stays 100% [NVIDIA® CUDA™](https://www.nvidia.com/object/cuda_home_new.html)

- [Coriander](https://github.com/hughperkins/Coriander) compiles the NVIDIA® CUDA™ code into OpenCL

- Cedric Nugteren's [CLBlast](https://github.com/CNugteren/CLBlast) provides BLAS (matrix multiplications)

Presentation on [Coriander](https://github.com/hughperkins/Coriander) at this year's [IWOCL 2017](http://www.iwocl.org/iwocl-2017/conference-program/)

## Related projects

- [OpenCL Torch](https://github.com/hughperkins/distro-cl)

- [DeepCL](https://github.com/hughperkins/DeepCL)

## News

- June 11 2017:

  - set up Jenkins build, which makes build logs and a Ubuntu 16.04 wheel available for certain commits, https://github.com/hughperkins/tf-coriander/commits/example-jenkins-builds (click on one of the green ticks)

- June 7 2017:

  - created [v0.18.3](https://github.com/hughperkins/tf-coriander/releases/tag/v0.18.3) release:

    - `tf.split` enabled

    - following examples from Aymeric Damien's [Tensorflow-Examples](https://github.com/aymericdamien/TensorFlow-Examples) run now:

      - [recurrent_network.py](https://github.com/hughperkins/TensorFlow-Examples/blob/enforce-gpu/examples/3_NeuralNetworks/recurrent_network.py)

      - [bidirectional_rnn.py](https://github.com/hughperkins/TensorFlow-Examples/blob/enforce-gpu/examples/3_NeuralNetworks/bidirectional_rnn.py)

      - [dynamic_rnn.py](https://github.com/hughperkins/TensorFlow-Examples/blob/enforce-gpu/examples/3_NeuralNetworks/dynamic_rnn.py)