TTRT - Golden Artifacts

[vprajapati-tt]

• After running ttrt with the --golden option doesn't actually yield any specific artifacts beyond printing to stdout. It would be useful for end users (and also explorer) to store these results.
• Currently Model Accuracy Overlay - TT-Explorer #1234 is blocked on this support being included.

[tapspatel]

Features to add:

• store golden tensors to artifacts as torch tensors with name=loc
• store intermediate tensors to artifacts as torch tensors with name=loc
• track test pass/failure and raise an exception on mismatched pcc
• print golden pcc dictionary of all intermediate/output tensor comparisons and their golden results
  pcc, atol, rtol, torch.allclose, torch.max(torch.abs(a - b)), torch.mean(torch.abs(a - b)), torch.sqrt(torch.mean((a - b) ** 2)), torch.nn.functional.cosine_similarity(a.unsqueeze(0), b.unsqueeze(0)),