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14 Commits

Author SHA1 Message Date
TUNG LEDUC 45608282e0 [MLIR] Add support for Relu (#392) 
* Add support for Relu

* Add comments
 2019-12-21 01:38:16 -05:00
TUNG LEDUC 1c3176bf9f [MLIR] Lower ONNX element-wise unary ops: Exp, Tanh, Sinh, Cosh, Sigmoid (#389) 
* Lower ExpOp

* Lower ONNXTanhOp

* Lower Exp Tanh, Sinh, and Cosh

* Lower ONNX Sigmoid op

* Merge

* Specialize template lowerScalarOp

* Unify ONNXEWUnaryOpLowering and ONNXEWBinaryOpLowering

* Support multiple types

* Reformat the code

* Add test cases

* Reformat the code

* Change names

* Apply clang-format

* Update variable names
 2019-12-21 01:37:29 -05:00
Tian Jin 0048f2fd86 clean up 2019-12-21 01:36:03 -05:00
TUNG LEDUC c3ef1d93ae [MLIR] Lower ONNX element-wise binary ops: Mul, Div, Sub, And, Or, Xor (#388) 
* Lower ONNX element-wise binary ops: Mul, Div, Sub, And, Or, Xor

* Edit gen_doc.py to avoid changes about AnyTypeOf<[AnyMemRef, AnyTensor]>

* Miss a space

* Add tests

* Shorten ONNXElementWiseBinaryOpLowering into ONNXEWBinaryOpLowering

* Move lowering patterns into runOnModule()

* Redundant space
 2019-12-21 01:35:31 -05:00
GHEORGHE-TEOD BERCEA 7fb2f80dce [MLIR] Add support for dealloc insertion (#386) 
* Add support for dealloc op.

* Check dealloc for returned result not present.
 2019-12-21 01:34:48 -05:00
Tian Jin b2a1103915 [MLIR] Refactor Krnl Dialect and Krnl Dialect Lowering (#375) 
* Store bounds as affine map attributes & check in test cases with generic printer

* Upgrading MLIR

MLIR is outdated on Buildbot, rebuilding a newer version.

* work with new version of mlir

* check-in parser tests

* custom printer

* nit

* bug fix

* enable custom asm printer test

* enable custom asm printer test

* more consistent variable naming

* test max/min

* variable naming scheme change to MLIR style

* can lower krnl to llvm

* kernel -> llvm

* comments

* bug fix

* try fixing ci

* fix ci

* deactivate model test

* fix lit test

* nit

* fix z buildbot
 2019-12-21 01:34:14 -05:00
GHEORGHE-TEOD BERCEA 652ce4b7d4 Add test for checking lowering of Add op to KRNL IR (#385) 
* Add test for checking lowering of Add op to KRNL IR.

* Add test file.
 2019-12-21 01:20:36 -05:00
GHEORGHE-TEOD BERCEA b02652dd76 [MLIR] Lowering of frontend dialect to KRNL dialect (#382) 
* Partial support for lowering operations to KRNL dialect.

* Attempt to lower to KRNL IR.

* Update file.

* Add lowering.

* Address comments. Fix alloc dynamic dimensions. Correctly link StandardOps.

* Temporarily remove deallocation of locally allocated tensors.
 2019-12-21 01:11:14 -05:00
TUNG LEDUC d61cf35471 [MLIR] Add one more test case for MatMul-Add fusion (#380) 
* Add one more testcase for matmul-add fusion

* Code format for identity elimination testcase
 2019-12-21 00:51:54 -05:00
Tian Jin 004762c13d [MLIR] Remove module from test (#379) 
* Remove module from test

* Update onnx_canonicalization.mlir
 2019-12-21 00:51:23 -05:00
TUNG LEDUC 53ab014a1d [MLIR] Canonicalization pattern for eliminating identity ops (#377) 
* Canonicalization pattern for eliminating identity ops

* Add a test for the identity elimination rule

* Remove frontend from test

* Use CHECK-NEXT instead of CHECK
 2019-12-21 00:47:22 -05:00
GHEORGHE-TEOD BERCEA bee32e2041 Fix rebase errors. (#378) 2019-12-21 00:46:29 -05:00
TONG CHEN 3f68c5420d [MLIR] generate op from onnx document (#366) 
* generate op from onnx document

* Restore FullGemm

* update the op attribute for shape inference and canonicalizer

* Update onnx_canonicalization.mlir
 2019-12-21 00:40:40 -05:00
Tian Jin d01ac7732f [MLIR] compartmentalize build script (#369) 
* compartmentalize build script, temporarily remove dependency of onnf_opt on helper.cpp

* fix test includes

* fix op directory include

* compiler -> op

* compiler test depends on boost system

* fix function name

* specify libcompiler dependencies

* let cmake take care of transitive dependencies

* remove unnecessary includes

* use ONNF_SRC_ROOT and ONNF_BIN_ROOT

* allow whole-archive linked libraries to be appended

* [MLIR] Support filecheck (#371)

* support lit+FileCheck

* add lit into build script

* format MLIR.cmake

* format cmake

* [MLIR] Remove input/output ops (#372)

* remove input/output ops

* get output tensor type from symbol table
 2019-12-21 00:34:51 -05:00