Device updates for TPU Pod

[kaushikb11]

What does this PR do?

Fixes #7197

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[codecov]

Codecov Report

Merging #7243 (94b2a24) into master (338f5a3) will decrease coverage by 4%.
The diff coverage is 17%.

@@           Coverage Diff           @@
##           master   #7243    +/-   ##
=======================================
- Coverage      91%     87%    -4%     
=======================================
  Files         199     199            
  Lines       12797   12800     +3     
=======================================
- Hits        11678   11145   -533     
- Misses       1119    1655   +536     

[awaelchli]

nice <3

any significant changelog necessary?

[tchaton]

LGTM !

[carmocca]

@kaushikb11 TPU tests failing