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Stella Laurenzo 77b235f621
Create frontends/pytorch directory. (#31) 
* Adds/updates readmes with some notes about code organization and direction.
* Meant to prepare a space for upcoming integration of #30.
 		2020-08-18 09:43:20 -07:00
..
README.md Create frontends/pytorch directory. (#31) 2020-08-18 09:43:20 -07:00

README.md

NPComp - PyTorch frontend integration

This directory contains optional components for interfacing PyTorch to NPComp. Integration is targeted at multiple levels:

  • Via program capture with a ATen pseudo-device.
  • Via IR-level integration with PyTorch (via tracing or scripting interfaces).
  • Interfaces to facilitate checking against reference implementations and verification.

In all situations, the target dialects are maintained in the outer project, along with their lowerings to common intermediate dialects and backends. This directory should be purely about interfacing with the PyTorch/LibTorch components for extracting and executing programs.

See the overall documentation for frontends for further details about code layout and integration philosophy.