MI300 Roofline Enablement in Omniperf

[cfallows-amd]

requirements.txt

• running some modules complained about numpy version too new, adding extra requirement that numpy be 1.x pmc_roof_perf.txt
• adding TCC_BUBBLE_sum counter to profile soc_gfx940.py
  soc_gfx941.py
  soc_gfx942.py
• add workaround for max and current mclk to 1300MHz, cannot be read at this time from tool
• remove console logs reading that roofline is temporarily disabled, uncommenting blocks that check for roofline csv and run roofline post-processing roofline_calc.py
• add mi300 to supported soc
• add new calculation for hbm_data for MI300 using tcc_bubble_sum, checks if counter > 0 to use
• add to a few comments roofline-ubuntu-20_04-mi300-rocm6
• binary for the ubuntu systems to enable mi300 roofline calculations from rocm-amdgpu-bench

Note- other distros will get roofline bins to enable mi300, but need to be further tested before putting into branch.

[coleramos425]

Overall, this looks good. My only comments are:

1. The workaround for MCLK fixed to 1300 MHz. Is this related to broken --showmclkrange ticket? If so, we should reconnect with rocm-smi team because this issue is likely affecting many other projects. Any reason the old conditional we had in place wasn't sufficient?
   

   omniperf/src/omniperf_soc/soc_gfx942.py

   Lines 74 to 76 in 75870cd

   	# if self._mspec.gpu_model in ["MI308X", "MI300X_A1", "MI300A_A1"]:
   	self._mspec.max_mclk = 1300
   	self._mspec.cur_mclk = 1300

2. Still need Python formatting via Black formatter (i.e. black --diff --check .)