Karthik Ramasamy

Batch inference API

1

Is there a batch inference API available? In our use case, we need to perform inference on several (up to 100+) cropped parts of an image. A batch inference API...

Don't cache docker image layers during post-commit test

3

Currently we cache docker image layers from [previous builds](https://github.com/kubeflow/fairing/blob/master/cloudbuild.yaml#L3). This causes a condition where a fresh install using requirements.txt can have very different behavior compared to cached version. Yesterday, fresh...

test_tfjob_submission_without_gcs_access is causing timeout

3

/kind bug **What steps did you take and what happened:** [A clear and concise description of what the bug is.] test_tfjob_submission_without_gcs_access is causing timeout in the presubmit tests **What did...

Support conda as a package manager in addition to pip

2

Conda can used to install a wider variety of packages and being embraced by other ML systems like ML Flow.

We have a lot of stale examples that might not work with current version of the code so we should either migrate them or remove them for now. @r2d4 @rpasricha

Refractor utils.py for LightGBM to follow K8s pattern

1

@abhi-g 's comment reg https://github.com/kubeflow/fairing/pull/259 At a high level the code to support distribution looks correct. But I feep like majority of the utils code looks like can fit an...

Do we need a better name for this project?

2

In our last community meeting, this topic came up. Currently we have components of Kubeflow that named literally like pipelines, metadata, tf-job, etc. Fairing is an exception to it. So...