Commit Graph

3 Commits

Author SHA1 Message Date
youben11
31c1787af2 feat(mlir): conversion of dot node into MLIR 2021-09-03 08:57:07 +01:00
Arthur Meyre
96b04b45e1 refacto: rename check functions for values
- indicate the checks are for ScalarValues as we now have TensorValues
coming
2021-08-24 16:00:42 +02:00
Ayoub Benaissa
f6c9618b5a feat(mlir): MLIR Conversion (#103)
* feat(mlir): conversion from HDKIR to MLIR

* feat(mlir): support ir.Sub and ir.Mul

- better type conversion from HDK to MLIR
- Context management inside the converter class
- better handling of input type in conversion functions

* refactor(mlir): use input and output from OPGraph

Co-authored-by: Arthur Meyre <arthur.meyre@zama.ai>

* feat(mlir): eint-int subtractions

* feat(mlir): adhere to spec for supported ops

* feat(OPGraph): getters for ordered inputs/outputs

+ formatting

* tests(mlir): test converion via compiler roundtrip

* fix(mlir): flip operands on int_eint sym ops

* feat(mlir): check that the outputs are unsigned

* feat(mlir): set bit_width of all nodes to the max

This is currently required as the compiler is already assuming this.
Could be removed from HDK when the compiler can do it on its own

* feat: value_is_integer + CRs

disable some linting errors

* tests: update compile tests + coverage

* refactor: reorganize mlir package + better doc

* doc: conformance with pydocstyle

Co-authored-by: Arthur Meyre <arthur.meyre@zama.ai>
2021-08-13 12:50:31 +01:00