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Docker push fails with unauthorized: authentication required for large

When I try to push docker images from my PC. I am getting “unauthorized: authentication required”. This occurs only when I try to push docker image which are large in size(eg the ones that take 10 minutes to upload due to my slow internet ) . I am able to push docker images with the same command and image name from my PC when I use a smaller docker image. Is there some way to make docker push success for large docker images .

I am using docker for windows Docker version 19.03.5