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16 Commits (fae15ec5e72884d014a0b293b64502587bdaa640)

Author SHA1 Message Date
Stella Laurenzo dc271dfb87 Complete the basic spike to perform dtype inference. 
* Correctly infers the unknown dtypes that emit as part of compilation for the simple ufunc case.
* Significant more testing needs to be done on the details now that the pass is minimally functional.
* The actual pass itself is still too hacky/not general, but the underlying analysis is further along.
 2020-07-05 16:09:16 -07:00
Stella Laurenzo 86ea90ba84 NFC: Rename Support.(h|cpp) to Types.(h|cpp). 2020-07-04 20:42:37 -07:00
Stella Laurenzo 4a5695ae9c Fix createTensorLikeArrayType() declaration. 2020-07-04 20:37:46 -07:00
Stella Laurenzo 00c791f925 Make common utilities for converting TypeNode <-> IR types. 
* Generalizes the conversions from ObjectValueType <-> tensor and ndarray.
* Creates a utility to construct the default type map hook.
 2020-07-04 20:33:13 -07:00
Stella Laurenzo 97c92aa264 Remove the existing attached values/ops from CPA types. 
This was ad-hoc and needs to be replaced by a more principled track back to the IR.
 2020-07-04 17:47:19 -07:00
Stella Laurenzo 48a0b0ec7f NFC: Move CPATypeInference to Typing directory. 2020-07-04 16:56:09 -07:00
Stella Laurenzo 051d088161 NFC: Move CPA typing analysis down a directory. 2020-07-04 16:40:02 -07:00
Stella Laurenzo 6a50efd046 Extend the CPA type inference to work on numpy types/ops. 
* Adds an op interface for adding CPA constraints.
* Adds a type conversion hook for handling built-in types (that we can't have adopt our interface).
* Converts tensor<> to object(!Tensor, [e:<type>]) just like NdArray.
* Implement a few numpy ops far enough to do dtype inference for simple sequences.
 2020-07-03 18:16:34 -07:00
Stella Laurenzo 34861b18f4 Add NdArray type inference conversion. 2020-07-03 16:38:10 -07:00
Stella Laurenzo 4a2f7c0b5f Add constraint propagation and tracking of node members. 2020-07-03 13:29:52 -07:00
Stella Laurenzo 1a13c38033 More progress on CPA. 
* Added transitivity propagation rules.
* Fixed up some copy-n-paste inversions from the old algorithm.
 2020-07-02 18:56:05 -07:00
Stella Laurenzo 74b8bed7e3 Unique CPA type and constraints to enable comparison by pointer during propagation. 2020-07-02 17:07:02 -07:00
Stella Laurenzo a257da46e2 Introduce a type interface for mapping to CPA types. 
* Currently just simplifies the logic for UnknownType -> TypeVar.
 2020-07-02 13:56:27 -07:00
Stella Laurenzo b0604684ba NFC: Move CPA support down into it's own directory. 2020-07-02 11:31:23 -07:00
Stella Laurenzo 92190176fb Add skeleton of pass to do modified PCA type inference. 2020-06-30 20:57:09 -07:00
Stella Laurenzo f1b08a0ef0 Add some support classes for implementing a CPA type inference algorithm. 2020-06-30 18:28:39 -07:00