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? https://github.com/ROCm/omniperf/blob/75870cd3c7e1614af7d8a822030417fb0623ec92/src/omniperf_soc/soc_gfx942.py#L74-L76
2. Still need Python formatting via Black formatter (i.e. black --diff --check .)