josephevans commented on a change in pull request #19654:
URL: https://github.com/apache/incubator-mxnet/pull/19654#discussion_r573428934



##########
File path: ci/build.py
##########
@@ -117,6 +123,8 @@ def run_cmd():
     image_id = _get_local_image_id(docker_tag=tag)
     if not image_id:
         raise FileNotFoundError('Unable to find docker image id matching with 
{}'.format(tag))
+    # now that we've built the container, push it to our docker cache
+    push_docker_cache(registry, tag, image_id)

Review comment:
       The docker image naming scheme introduced in this PR wouldn't work for 
what is in master. But we don't have caching issues in master (the problem is 
only in other branches since the docker containers share names but have 
different dockerfiles.)
   
   We still should be able to move master over to using ECR at some point, just 
to reduce the chance of hitting dockerhub's rate limiting. For public users, we 
could still publish to dockerhub but shift all CI pipelines to use images from 
ECR.




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