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Sean Silva 902c2e579b Add resnet inference jupyter notebook. 
This takes the example from torchscript_resnet18_e2e.py and puts it into
a slightly cleaned up notebook form.

It's still a little rough around the edges. Areas for improvement:
- Installation / setup.
- API usability.

Also,
- Add `npcomp-backend-to-iree-frontend-pipeline` since we will be adding
  more stuff there.
- Slight cleanups.
 		2021-08-09 14:34:43 -07:00
..
pytorch Add resnet inference jupyter notebook. 2021-08-09 14:34:43 -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.