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From "Ngin Yun Chuan (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (SINGA-419) [Rafiki V0.0.8] Add GPU-aware placement (+ model knobs and logging API changes)
Date Thu, 13 Dec 2018 12:07:00 GMT

     [ https://issues.apache.org/jira/browse/SINGA-419?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Ngin Yun Chuan updated SINGA-419:
---------------------------------
    Description: 
With reference to https://github.com/nginyc/rafiki/pull/79.


  was:
With reference to https://github.com/nginyc/rafiki/pull/79.

Consolidates changes from branches `improve_knob_api` and `improve_model_logging` reviewed
by [~wangwei.cs]

The new docs for this PR are available at https://nginyc.github.io/rafiki/docs/0.0.8.

GPU-aware placement: 
- Uses [Docker Swarm placement constraints](https://docs.docker.com/engine/swarm/services/#placement-constraints)
- https://nginyc.github.io/rafiki/docs/0.0.8/docs/src/dev/setup.html#adding-nodes-to-rafiki
- https://github.com/nginyc/rafiki/blob/add_gpu_aware_placement/scripts/setup_node.sh

Model knobs configuration changes:
- https://nginyc.github.io/rafiki/docs/0.0.8/docs/src/user/creating-models.html#implementing-models
- https://nginyc.github.io/rafiki/docs/0.0.8/docs/src/python/rafiki.model.html#knob-types
-https://github.com/nginyc/rafiki/blob/add_gpu_aware_placement/examples/models/image_classification/TfFeedForward.py

Model logging API changes:
- https://nginyc.github.io/rafiki/docs/0.0.8/docs/src/user/creating-models.html#logging-in-models
- https://nginyc.github.io/rafiki/docs/0.0.8/docs/src/python/rafiki.model.html#rafiki.model.ModelLogger
- https://github.com/nginyc/rafiki/blob/add_gpu_aware_placement/examples/models/image_classification/TfFeedForward.py



> [Rafiki V0.0.8] Add GPU-aware placement (+ model knobs and logging API changes)
> -------------------------------------------------------------------------------
>
>                 Key: SINGA-419
>                 URL: https://issues.apache.org/jira/browse/SINGA-419
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: Ngin Yun Chuan
>            Priority: Major
>
> With reference to https://github.com/nginyc/rafiki/pull/79.



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