llvm
/
torch-mlir
mirror of https://github.com/llvm/torch-mlir
1
0
Fork 0
Code Issues Packages Projects Releases Wiki Activity
torch-mlir/frontends
History
Sean Silva d5108b9dc1 Add IREE support in TorchScript e2e tests. 
- Add support for "expected failures" in test reporting. The new error
  reports look like
  [this](https://gist.github.com/silvasean/6ffd95e1d55302b699673da201da210d).
  - We will now be able to put these tests into CI, since the harness
    understand which tests are expected to pass and fail.
- Refactor RefBackendTestConfig to NpcompBackendTestConfig which
  supports both RefBackend and IREE.
- Add instructions for installing IREE dependencies (both from packages
  and for local builds of IREE)
- Add `tools/torchscript_e2e_test.sh` for invoking the e2e test
  harness (this makes invoking a bit easier, as it doesn't rely on a
  loose Python invocation).
 		2021-06-30 16:19:25 -07:00
..
pytorch Add IREE support in TorchScript e2e tests. 2021-06-30 16:19:25 -07:00
README.md Create frontends/pytorch directory. (#31) 2020-08-18 09:43:20 -07:00
__init__.py Add pytorch interface to ATen Dialect (#30) 2020-08-21 11:22:47 -07:00

README.md

NPComp - Frontends

NPComp maintains in-tree frontends for various popular numeric-python based frameworks. In general these are:

  • Considered optional components
  • Target dialects maintained at the top-level of the project
  • Maintained in isolation so as to facilitate moving them out to dedicated projects at an appropriate point of the lifecycle (i.e. if NPComp is successful as a general purpose target for such frameworks, then it may make sense to contribute/build each frontend to their respective up-stream project).

Frontends try to stylistically fit into the outer project except for when it is more clear/advantageous to align them with the conventions of the source project. This is approached on a case by case basis as needed. Deviations should be documented in a local style guide for the frontend.