Adopt new device runtime

[staylorTT]

No description provided.

[nsmithtt]

Since we don't have an official repo for the new Buda, we pushed to the gitlab repo on branch aknezevic/refactor.

Notes:

• Core file adopting the new runtime: pybuda/csrc/tt_torch_device/tt_device.cpp
• Other relevant files:
  • pybuda/csrc/tt_torch_device/python_bindings.cpp
  • pybuda/pybuda/torch_compile.py
  • pybuda/csrc/tt_torch_device/torch_device_impl.cpp
• Only builds on ubuntu 20.04
• Right now the build is pretty fragile, you need to manually cd into third_party/tt-mlir and build the project manually before building pybuda. Be sure to build with -DTTMLIR_ENABLE_RUNTIME=ON
• Please refer to internal build notes: https://tenstorrent.github.io/tt-mlir/internal-build.html
• Tight sync / integration with issue Emit tt:Graph as TTIR Dialect #8

I think there are also large opportunities to continue refactoring. The refactoring is a large effort, but I'm not sure how to capture it as a set of issues.

[pilkicTT]

This issue is tightly coupled with #18 and #8. After the changes for those two are merged, I will proceed with this item.

[pilkicTT]

Update: in progress - have a working version, but still needs to be cleaned up. PR(s) should follow soon.

[pilkicTT]

Once this PR is complete we can close this issue.

[pilkicTT]

Closing the issue, PR has been completed.