llvm
/
torch-mlir
mirror of https://github.com/llvm/torch-mlir
1
0
Fork 0
Code Issues Packages Projects Releases Wiki Activity
2,279 Commits
47 Branches
1195 Tags
74 MiB
Commit Graph

2279 Commits (94ddfa6e32921c7b5190db829a70efae6748d96d)
 

Author SHA1 Message Date
Sean Silva d85b7e7d60 Bump llvm revision to a084b94f1198df600fff0632ad54fe6121e2393 2020-07-08 19:35:23 -07:00
Stella Laurenzo 5aa2f0f9f6 Add a trivial copy elision canonicalization on ndarray->tensor. 
* This elides the very common code the compiler adds for chaining otherwise tensor-related numpy ops together.
* More aggressive canonicalizations would require more advanced analysis.
 2020-07-05 18:09:43 -07:00
Stella Laurenzo 504e3c4946 Fixup local ndarray<->tensor transforms to preserve shape. 
* Preserving shape across the copy ops makes more thing shaped by default.
* Inference of ndarray types will now preserve the shape when specializing the dtype.
 2020-07-05 17:45:45 -07:00
Stella Laurenzo fae15ec5e7 Allow the ndarray type to carry a shape. 2020-07-05 17:34:03 -07:00
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 f66f4d7ef8 Update for renamed pass. 2020-07-04 17:43:04 -07:00
Stella Laurenzo adb8094108 Fix some compiler option and warning levels. 2020-07-04 17:38:01 -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 e1839a0d6b Bump llvm and iree versions. 
* Gets us passed the upstream changes that enable type interfaces.
* Adds the ARM backend due to an implicit IREE dependency sneaking in for that (https://github.com/google/iree/issues/2401)
* Adds explicit TypeStorage to type base classes per upstream change.
 2020-07-02 11:24:05 -07:00
Stella Laurenzo 270608c781 Fix misspelled -gdwarf-2. 2020-07-02 10:46:46 -07:00
Stella Laurenzo 918aa487e9 Adjust configure script to probe more robustly. 2020-07-02 10:45:49 -07:00
Stella Laurenzo aeb422b030 Some fixes to get npcomp building and passing on windows. 
There is more that can be done here, but this gets it minimally working.
 2020-07-01 21:28:04 -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
Stella Laurenzo 0962a31ca8 Bump llvm and IREE version to revisions circa 2020/7/29. 
* Also fixes a dependency issue that was causing a build race.
 2020-06-30 11:22:30 -07:00
Stella Laurenzo 2d4b0843c1 Fix evaluation message reporting and add checks to tests. 2020-06-29 17:48:17 -07:00
Stella Laurenzo d5e3902b6d Fix broken link 2020-06-29 16:49:23 -07:00
Stella Laurenzo e5ac477862 Add docs on ufuncs. 2020-06-29 16:44:33 -07:00
Stella Laurenzo 272f13fc31 Update docs with notes on the numpy extension. 2020-06-29 16:37:29 -07:00
Stella Laurenzo 046751254f Refactor old tracing tests and remove deprecated ops. 
* Old doctests to run under lit.
* Old custom filecheck tests -> pytest directory (under lit).
* Rename some old ufunc ops in the tracer.
 2020-06-29 16:19:03 -07:00
Stella Laurenzo 7ca292ade5 Add partial evaluator for explicit numpy ufuncs. 
* This enables emission of "numpy.add(a, b)" and several dozen others.
* Will deprecate original ufunc infra in a follow-on.
 2020-06-29 15:27:39 -07:00
Stella Laurenzo 1024c508f8 Move numpy compiler support to new directory. 2020-06-29 13:02:34 -07:00
Stella Laurenzo a4f3ce1ed3 Add value coding for ndarray. 
* This lets us import arrays from the outer environment, which is the first step to actually handling numpy ops.
 2020-06-28 18:42:08 -07:00
Stella Laurenzo f6721c173d Add create_array_from_tensor and copy_to_tensor ops. 2020-06-28 17:58:26 -07:00
Stella Laurenzo b2708e4687 Add test case for !numpy.ndarray. 2020-06-28 17:41:21 -07:00
Stella Laurenzo efe8915901 Add NdArrayType. 2020-06-28 17:37:20 -07:00
Stella Laurenzo bccfd5f6fc Refactor environment.py into components. 
* Creates a new top level Configuration class
* Adds a module for creating test configs, getting some hard coding out of core classes
 2020-06-28 16:52:25 -07:00
Stella Laurenzo d6b428fb60
Merge pull request #4 from google/stella_dev 
Add "template function" ops and importer code.
 2020-06-26 18:38:46 -07:00
Stella Laurenzo 7bd5733d38 Add "template function" ops and importer code. 
* This starts to lay down the infra for reasoning about calls
* Adds the importer code to generate IR for function calls of compiler recognized static functions.
 2020-06-26 18:36:36 -07:00
Stella Laurenzo 26fd2a576e Update docs for 'macro' -> 'partial evaluation'. 2020-06-26 13:53:40 -07:00
Stella Laurenzo e45287d83e Rename 'macro' nomenclature to 'partial eval'. 2020-06-26 13:50:51 -07:00
Stella Laurenzo dd6a4e638b Add macro facility and use it to enable module and namedtuple attribute resolution. 2020-06-25 23:11:32 -07:00
Stella Laurenzo 25a580b8d3 Add section on name resolution and update broken links. 2020-06-22 23:25:30 -07:00
Stella Laurenzo 5e54bcfc8c Change test to explicit module level constant. 2020-06-22 18:46:40 -07:00
Stella Laurenzo e5958d820f Add constant resolution from globals and builtins. 2020-06-22 18:42:32 -07:00
Stella Laurenzo f791909a25 Factor name resolution and constant creation to a new environment facility. 2020-06-22 18:15:56 -07:00
Stella Laurenzo 2242f48228 Fix broken link 2020-06-20 12:01:49 -07:00
Stella Laurenzo 12d8459d73 Rework README, add docs, and move some scripts to better locations accordingly. 2020-06-20 11:56:13 -07:00