Question: I want to run this code with various options (critical, atomic, reduction) for solving the race condition and see both the result and the execution

I want to run this code with various options (critical, atomic, reduction) for solving the race condition and see both the result and the execution time.
P.S I know the code is not efficent but the race condition was required
P.S I want the python code for it
P.S the race condition is between
y_pred
end_time
I want to run this code with various options (critical, atomic, reduction)

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