Add llama galaxy mlp to TG frequent tests

[mikevin920]

Ticket
#9476

Problem description
We want to add llama galaxy mlp tests to TG frequent

What's changed

• Added TG DRAM sharded-matmul unit tests
• Added llama galaxy mlp unit tests
• Fixed use_1d_systotic_array usage in ttnn.matmul

Checklist

• Post commit CI passes
• Model regression CI testing passes (if applicable)
• New/Existing tests provide coverage for changes

[mikevin920]

TG Frequent: https://github.com/tenstorrent/tt-metal/actions/runs/9944329317
Post-commit: https://github.com/tenstorrent/tt-metal/actions/runs/9944333737

[ttmchiou]

I'm not sure if we have a folder naming convention, should new folder be named tg or TG?
Otherwise, looks good to me.

[mikevin920]

I'm not sure if we have a folder naming convention, should new folder be named tg or TG?

Otherwise, looks good to me.

@uaydonat Is the folder name TG under demos good for now?

[ttmchiou]

one reason why i bring this up is because we have a scripts/tg folder*

I'm not sure if we have a folder naming convention, should new folder be named tg or TG?
Otherwise, looks good to me.

@uaydonat Is the folder name TG under demos good for now?

one reason why i bring this up is because we have a scripts/tg folder*

[mikevin920]

one reason why i bring this up is because we have a scripts/tg folder*

I'm not sure if we have a folder naming convention, should new folder be named tg or TG?
Otherwise, looks good to me.

@uaydonat Is the folder name TG under demos good for now?

one reason why i bring this up is because we have a scripts/tg folder*

Hi @ttmchiou looking at other folder names i think it does make more sense to use lowercase, naming have be fixed
TG Frequent run after renaming: https://github.com/tenstorrent/tt-metal/actions/runs/10009557857

[vtangTT]

i think we should use pytest -n auto to use xdist and better timeout in these pipelines

[ttmchiou]

To further expand on @vtangTT 's point
It would be good to expand the usage of xdist across all pytests being called for all model tests going forward.
This method lets us catch and handle hanging tests better and better control timeouts. (using xdist would discourage the use of pytest.skip() at the lower level)

Example reference call below.

pytest -n auto models/demos/falcon7b/tests/test_perplexity_falcon.py::test_perplexity[True-prefill_seq1024_dram] --timeout=1800 ; fail+=$?

[mikevin920]

Modified all pytest calls to use xdist and timeouts

[uaydonat]

(using xdist would discourage the use of pytest.skip() at the lower level)

@tt-rkim advices that we call test_llama_mlp_galaxy.py and use pytest.skip to omit tests.

fyi @ttmchiou