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From "wangwei (JIRA)" <>
Subject [jira] [Commented] (SINGA-423) Deep learning over AMD GPUs
Date Thu, 07 Mar 2019 09:21:00 GMT


wangwei commented on SINGA-423:


The task is to run Singa code on AMD GPUs by calling AMD's deep learning library.

You need to update the files here

[ |]


to add the operations implemented using AMD's APIs.



> Deep learning over AMD GPUs
> ---------------------------
>                 Key: SINGA-423
>                 URL:
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>            Priority: Major
>              Labels: gsoc2019
> GPU is a fueling factor for deep learning. Most deep learning libraries (including Singa)
are using Nvidia GPUs because [cuDNN|] from Nvida provides
almost all deep learning operations, which are also highly optimized.
> This ticket is to provide support for AMD GPUs in Singa. AMD has provided a similar [library
|] as cuDNN. The task is then to integrate this library with
Singa's programming model, write the documentation and conduct the corresponding test.
> Programming language: C++, CMake, OpenCL or [HIP|]
> OS: Linux (Ubuntu or CentOS)
> Tools: Github, JIRA,
> Machine learning (ML) background: basics of ML and DL (deep learning)

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