Monitor - Add support for AMD GPU.

[guoshzhao]

Description
Add AMD support in monitor.

Major Revision

• Add library pyrsmi to collect metrics.
• Currently can get device_utilization, device_power, device_used_memory and device_total_memory.

[codecov]

Codecov Report

Attention: 33 lines in your changes are missing coverage. Please review.

Comparison is base (1ad1c21) 86.77% compared to head (31c1be0) 86.41%.

Files	Patch %	Lines
superbench/common/utils/device_manager.py	54.16%	33 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #580      +/-   ##
==========================================
- Coverage   86.77%   86.41%   -0.37%     
==========================================
  Files          96       96              
  Lines        6475     6544      +69     
==========================================
+ Hits         5619     5655      +36     
- Misses        856      889      +33     

Flag	Coverage Δ
cpu-python3.6-unit-test	71.76% <44.59%> (-0.09%)	⬇️
cpu-python3.7-unit-test	71.76% <44.59%> (-0.09%)	⬇️
cpu-python3.8-unit-test	72.20% <44.59%> (-0.10%)	⬇️
cuda-unit-test	84.34% <45.94%> (-0.44%)	⬇️
directx-unit-test	35.59% <47.29%> (+0.36%)	⬆️

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[yukirora]

will you change the exec function in executor.py, no way to enable monitor on rocm platform currently

if self.__get_platform() == Platform.CUDA:
                    monitor = Monitor(
                        None, int(self._sb_monitor_config.sample_duration or 10),
                        int(self._sb_monitor_config.sample_interval or 1), self.__get_monitor_path(benchmark_name)
                    )
                    monitor.start()
                else:
                    logger.warning('Monitor can not support ROCM/CPU platform.')

[guoshzhao]

will you change the exec function in executor.py, no way to enable monitor on rocm platform currently

if self.__get_platform() == Platform.CUDA:
                    monitor = Monitor(
                        None, int(self._sb_monitor_config.sample_duration or 10),
                        int(self._sb_monitor_config.sample_interval or 1), self.__get_monitor_path(benchmark_name)
                    )
                    monitor.start()
                else:
                    logger.warning('Monitor can not support ROCM/CPU platform.')

Good catch. Thanks.