Do not pass non_blocking=True if it does not support this argument

[awaelchli]

What does this PR do?

Fixes #2637

The new test fails on master.

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[codecov]

Codecov Report

Merging #2910 into master will increase coverage by 0%.
The diff coverage is 100%.

@@          Coverage Diff           @@
##           master   #2910   +/-   ##
======================================
  Coverage      90%     90%           
======================================
  Files          80      80           
  Lines        7422    7423    +1     
======================================
+ Hits         6706    6707    +1     
  Misses        716     716