[
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.
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
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].
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.
> 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
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