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Katib 2019 Roadmap #348

Merged
merged 4 commits into from
Feb 1, 2019
Merged

Katib 2019 Roadmap #348

merged 4 commits into from
Feb 1, 2019

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richardsliu
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@richardsliu richardsliu commented Jan 28, 2019

Adding an initial draft for katib's 2019 roadmap. Feedbacks are welcome.


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@richardsliu
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/assign @YujiOshima
/assign @gaocegege
/assign @johnugeorge
/assign @hougangliu
/assign @xyhuang
/hold

ROADMAP.md Outdated
* Multi-Tenancy Support
* NAS
* Batch scheduling
* Integration with Pipelines
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I am working on it now

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@johnugeorge
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/lgtm

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Fixes: #318

ROADMAP.md Outdated
* Enhance metrics collection
* May need to revisit the design - use a push model instead of pull model?
* UI enhancements: allowing data scientists to visualize results easier
* [TODO] What to do about Data? Need to figure out a long term story for the model DB
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I want to refer data model of ml-metadata https://github.com/google/ml-metadata .
It must be nice if katib integrate with ml-metadata.

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That seems interesting. Does anyone know how mature this project is? It seems pretty new from the commit history.

ROADMAP.md Outdated
Integration with KF distributed training components
* TFJob
* PyTorch
* Allow Katib to support other operator types generically
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Is there any plan/discussion/issue on this? It might be good to test this with mpi-operator.

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There are some discussions in these issues:
#317
#341

@k8s-ci-robot k8s-ci-robot removed the lgtm label Jan 31, 2019
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@richardsliu
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@YujiOshima @johnugeorge @hougangliu Please take a look again.

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/lgtm
thanks!

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/approve

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: richardsliu

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@k8s-ci-robot k8s-ci-robot merged commit 0ea34b1 into kubeflow:master Feb 1, 2019
@YujiOshima YujiOshima mentioned this pull request Feb 4, 2019
@richardsliu richardsliu deleted the roadmap branch February 15, 2019 01:23
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8 participants