[DO NOT MERGE] Cye/mfsdp devgrad revert

[cspades]

What does this PR do ?

• For segfault / gradnorm issue.

Contribution process

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• I have added relevant unit tests
• I have added relevant functional tests
• I have added proper typing to my code Typing guidelines
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