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Yi Zhang 89d4931324 Linalg lowering for aten.conv2d and aten.AdaptiveAvgPool2d 
1. Add m_TorchConstantIntList
2. Lowering for aten.conv2d
3. Lowering aten.AdaptiveAvgPool2d
 		2021-07-09 15:04:29 -07:00
..
pytorch Linalg lowering for aten.conv2d and aten.AdaptiveAvgPool2d 2021-07-09 15:04:29 -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.