fix: avoid docker push timeout by splitting the single big layer into 2 smaller layers

[HarikrishnanBalagopal]

Description of the change

Split the 6GB layer into a two around 3GB layers

Related issue number

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Was the PR tested

• [ ] I have added >=1 unit test(s) for every new method I have added.
• [ ] I have ensured all unit tests pass

[kmehant]

cherry picked