SDK - Components - Python - Switched the default base image to python 3.7 #4054
Conversation
… 3.7 Previously the default image was set to an old version of tensorflow image. That image is now outdated. It's also framework-specific and pretty big. We're switching to the official python image which is small, official and framework-agnostic. The users can easily switch to the old behavior by just specifying `base_image='tensorflow/tensorflow:1.13.2-py3'` during the component creation.
|
This change is |
|
/lgtm |
|
/retest |
|
/approve |
|
[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: Ark-kun The full list of commands accepted by this bot can be found here. The pull request process is described here
Needs approval from an approver in each of these files:
Approvers can indicate their approval by writing |
|
/retest |
1 similar comment
|
/retest |
|
/retest |
3 similar comments
|
/retest |
|
/retest |
|
/retest |
Ark-kun
added
the
cherrypick-approved
|
/retest |
2 similar comments
|
/retest |
|
/retest |
|
/retest |
4 similar comments
|
/retest |
|
/retest |
|
/retest |
|
/retest |
|
hu @Bobgy do you know how can I use a high memory base image while creating a component from function, I am currently getting OOM issues |
|
@engineeryashsaxena Image is not related to memory. |
Previously the default image was set to an old version of tensorflow image. That image is now outdated. It's also framework-specific and pretty big.
We're switching to the official python image which is small, official and framework-agnostic.
The users can easily switch to the old behavior by just specifying
base_image='tensorflow/tensorflow:1.13.2-py3'during the component creation.This also allows us to use the image corresponding to the current python environment. This makes code pickling significantly safer.
Fixes #4041
Closes: #4062