[jira] [Created] (MAHOUT-1850) Bare metal and GPU Acceleration for matrix operations

[Andrew Palumbo (JIRA)]

Andrew Palumbo created MAHOUT-1850:
--------------------------------------

Summary: Bare metal and GPU Acceleration for matrix operations
Key: MAHOUT-1850
URL: https://issues.apache.org/jira/browse/MAHOUT-1850
Project: Mahout
Issue Type: New Feature
Reporter: Andrew Palumbo
Assignee: Andrew Musselman
Fix For: 0.13.0


Use GPU acceleration for matrix and vector operators on the back end eg. with Vienna CL.



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[Andrew Palumbo (JIRA)]

[ https://issues.apache.org/jira/browse/MAHOUT-1850?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Andrew Palumbo updated MAHOUT-1850:
-----------------------------------
Affects Version/s: 0.12.0
Description:
Use GPU acceleration for matrix and vector operators on the back end eg.
# Vienna CL
# Sparse solvers, etc
# OpenCL/CUDA
# Can take in Boost

was:Use GPU acceleration for matrix and vector operators on the back end eg. with Vienna CL.

Post by Andrew Palumbo (JIRA)
Bare metal and GPU Acceleration for matrix operations
-----------------------------------------------------
Key: MAHOUT-1850
URL: https://issues.apache.org/jira/browse/MAHOUT-1850
Project: Mahout
Issue Type: New Feature
Affects Versions: 0.12.0
Reporter: Andrew Palumbo
Assignee: Andrew Musselman
Fix For: 0.13.0
Use GPU acceleration for matrix and vector operators on the back end eg.
# Vienna CL
# Sparse solvers, etc
# OpenCL/CUDA
# Can take in Boost

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[Andrew Palumbo (JIRA)]

[ https://issues.apache.org/jira/browse/MAHOUT-1850?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Andrew Palumbo updated MAHOUT-1850:
-----------------------------------
Issue Type: Epic (was: New Feature)

Post by Andrew Palumbo (JIRA)
Bare metal and GPU Acceleration for matrix operations
-----------------------------------------------------
Key: MAHOUT-1850
URL: https://issues.apache.org/jira/browse/MAHOUT-1850
Project: Mahout
Issue Type: Epic
Affects Versions: 0.12.0
Reporter: Andrew Palumbo
Assignee: Andrew Musselman
Fix For: 0.13.0
Use GPU acceleration for matrix and vector operators on the back end eg.
# Vienna CL
# Sparse solvers, etc
# OpenCL/CUDA
# Can take in Boost

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[Andrew Palumbo (JIRA)]

[ https://issues.apache.org/jira/browse/MAHOUT-1850?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Andrew Palumbo updated MAHOUT-1850:
-----------------------------------
Summary: GPU-acceleration (was: Bare metal and GPU Acceleration for matrix operations)

GPU-acceleration
----------------
Key: MAHOUT-1850
URL: https://issues.apache.org/jira/browse/MAHOUT-1850
Project: Mahout
Issue Type: Epic
Affects Versions: 0.12.0
Reporter: Andrew Palumbo
Assignee: Andrew Musselman
Fix For: 0.13.0
Use GPU acceleration for matrix and vector operators on the back end eg.
# Vienna CL
# Sparse solvers, etc
# OpenCL/CUDA
# Can take in Boost

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[Saikat Kanjilal (JIRA)]

[ https://issues.apache.org/jira/browse/MAHOUT-1850?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15569533#comment-15569533 ]

Saikat Kanjilal commented on MAHOUT-1850:
-----------------------------------------

AndrewM/AndrewP,
I'd like to help with this issue, any ideas on where to start, would lovew some guidance.
Thanks

Post by Andrew Palumbo (JIRA)
GPU-acceleration
----------------
Key: MAHOUT-1850
URL: https://issues.apache.org/jira/browse/MAHOUT-1850
Project: Mahout
Issue Type: Epic
Affects Versions: 0.12.0
Reporter: Andrew Palumbo
Assignee: Andrew Musselman
Fix For: 0.13.0
Use GPU acceleration for matrix and vector operators on the back end eg.
# Vienna CL
# Sparse solvers, etc
# OpenCL/CUDA
# Can take in Boost

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[Saikat Kanjilal (JIRA)]

[ https://issues.apache.org/jira/browse/MAHOUT-1850?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15679900#comment-15679900 ]

Saikat Kanjilal commented on MAHOUT-1850:
-----------------------------------------

Specfically I was wondering if I could take on number 3, I noticed this implementation on github:

https://github.com/nativelibs4java/ScalaCL


Should we take a look at leveraging this for mahout, if so I can start looking into possible interface between the two.

Post by Andrew Palumbo (JIRA)
GPU-acceleration
----------------
Key: MAHOUT-1850
URL: https://issues.apache.org/jira/browse/MAHOUT-1850
Project: Mahout
Issue Type: Epic
Affects Versions: 0.12.0
Reporter: Andrew Palumbo
Assignee: Andrew Musselman
Fix For: 0.13.0
Use GPU acceleration for matrix and vector operators on the back end eg.
# Vienna CL
# Sparse solvers, etc
# OpenCL/CUDA
# Can take in Boost

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[Saikat Kanjilal (JIRA)]

[ https://issues.apache.org/jira/browse/MAHOUT-1850?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15773689#comment-15773689 ]

Saikat Kanjilal commented on MAHOUT-1850:
-----------------------------------------

[~Andrew_Palumbo] any interest in looking at the GitHub link, if not I'd like to assist on this where it makes sense.

Post by Andrew Palumbo (JIRA)
GPU-acceleration
----------------
Key: MAHOUT-1850
URL: https://issues.apache.org/jira/browse/MAHOUT-1850
Project: Mahout
Issue Type: Epic
Affects Versions: 0.12.0
Reporter: Andrew Palumbo
Assignee: Andrew Palumbo
Fix For: 0.13.0
Use GPU acceleration for matrix and vector operators on the back end eg.
# Vienna CL
# Sparse solvers, etc
# OpenCL/CUDA

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