Commit Graph

6 Commits (874fdb7e429175b701602e08df027f756bdf6ba9)

Author SHA1 Message Date
Sean Silva e1c7c1f9c5 Update diagram for TOSA backend. 2022-04-01 22:46:25 +00:00
Sean Silva e59a91620a Tidy up README and examples
- update diagram to use the name "Eager Mode" instead of
  `torch.dispatch`, which wasn't a very accurate name
- rename `resnet_inference.ipynb` to
  `torchscript_resnet_inference.ipynb` - this is in preparation to LTC
  and Eager Mode versions
- remove mention of TorchFX - turns out that all TorchFX modules are
  actually scriptable modules, so there is literally "zero code" vs
  using the TorchScript path
- remove LazyTensorCore example, and instead point at the current
  in-development `torch_mlir_ltc_backend` branch.

Note: there were actually some pretty useful utilities built out in the
examples directory, but they now live inside the Eager Mode
`python/torch_mlir/eager_mode/ir_building.py` (and need to be rolled
into a proper home with the upcoming rewrite of our top-level
`torch_mlir.compile` API).
2022-03-28 10:05:58 -07:00
Sean Silva 6a7cf0c304 Update Torch-MLIR architecture diagram
Torch FX was never really a different path, since all FX modules are
actually valid TorchScript modules. Instead, replace it with the new
torch.dispatch work that we are building.
2022-03-22 11:51:52 -07:00
powderluv 2e6c423a65
Caught by grammar police. PyTorch it is, not Pytorch. (#333) 2021-09-27 21:44:23 -07:00
Anush Elangovan 06559efe94 Update diagram and Readme.md 2021-09-23 14:34:02 -07:00
anush elangovan cbafe55b3a Add Torch-mlir.png Architecture Diagram 2021-09-23 11:50:02 -07:00