Monitor: Integration - Integrate monitor into Superbench

[guoshzhao]

Description
Integrate monitor into Superbench.

Major Revision

• Initialize, start and stop monitor in SB executor.
• Parse the monitor data in SB runner and merge into benchmark results.
• Specify ReduceType for monitor metrics, such as MAX, MIN and LAST.
• Add monitor configs into config file.

[codecov]

Codecov Report

Merging #259 (2421528) into main (afea991) will decrease coverage by 0.10%.
The diff coverage is 79.31%.

@@            Coverage Diff             @@
##             main     #259      +/-   ##
==========================================
- Coverage   88.11%   88.00%   -0.11%     
==========================================
  Files          71       71              
  Lines        3996     4045      +49     
==========================================
+ Hits         3521     3560      +39     
- Misses        475      485      +10     

Flag	Coverage Δ
cpu-unit-test	72.83% <77.19%> (+0.07%)	⬆️
cuda-unit-test	87.96% <79.31%> (-0.11%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
superbench/executor/executor.py	75.63% <61.11%> (-2.68%)	⬇️
superbench/monitor/monitor.py	64.62% <66.66%> (ø)
superbench/benchmarks/reducer.py	93.93% <85.71%> (-2.22%)	⬇️
superbench/runner/runner.py	86.71% <89.28%> (+0.50%)	⬆️
superbench/monitor/record.py	97.50% <100.00%> (+0.04%)	⬆️

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[abuccts]

else includes Platform.CPU? do you want to monitor cpu and network because only gpu metrics won't work?

[guoshzhao]

Updated the log message.