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[bot]]

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 :warning:

Additional details and impacted files

```diff @@ 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](https://app.codecov.io/gh/microsoft/superbenchmark/pull/580/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft) | Coverage Δ | | |---|---|---| | [cpu-python3.6-unit-test](https://app.codecov.io/gh/microsoft/superbenchmark/pull/580/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft) | `71.76% <44.59%> (-0.09%)` | :arrow_down: | | [cpu-python3.7-unit-test](https://app.codecov.io/gh/microsoft/superbenchmark/pull/580/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft) | `71.76% <44.59%> (-0.09%)` | :arrow_down: | | [cpu-python3.8-unit-test](https://app.codecov.io/gh/microsoft/superbenchmark/pull/580/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft) | `72.20% <44.59%> (-0.10%)` | :arrow_down: | | [cuda-unit-test](https://app.codecov.io/gh/microsoft/superbenchmark/pull/580/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft) | `84.34% <45.94%> (-0.44%)` | :arrow_down: | | [directx-unit-test](https://app.codecov.io/gh/microsoft/superbenchmark/pull/580/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft) | `35.59% <47.29%> (+0.36%)` | :arrow_up: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=microsoft#carryforward-flags-in-the-pull-request-comment) to find out more.

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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.