Commit Graph

12 Commits

Author SHA1 Message Date
Tian Jin 9c398c0121
Support Optional Inputs (#94)
* 1. Combine variadicIn/Out with expectedNumOperands/Results to simplify import function arguments.
2. Generic improvements to code readability in gen_doc.py.

* Update ONNX Dialect doc.

* Remove redundant code in ImportNode.

* Prettify op_build_table.inc.

* 1. Remove irrelevant code in gen_doc.py

* Refactor code to be more readable.

* Further refactoring for readability improvements.

* Allow gemm to have an optional operand (bias term), and include an example of declarative optimization pattern targeting gemm with bias term ommitted.

* Make shape inference/lowering of gemm op compatible with optional operand declaration.

* Apply canonicalization again after lowering from onnx -> std dialects.

* Make hasBias compatible with the situation of GemmNoBias op.

* Update doc.

* Add a canonicalization test.

* Remove special handler for importing Gemm op, as it's redundant now.
2020-02-24 23:46:48 +08:00
Tung D. Le 479dd5e35a
Add result type inference to op definition (#87)
* Add result type inference to op definition

* Edit MLIR tests

* Fix result type for Mul

* Format comments

* Return UnrankedTensorType as result type

* Just for testing -split-input-file

* Undo: Just for testing -split-input-file

* Extract a function, get_operand_ins, that gets operand types; rewrite gen_attr_ins function

* Generate custom builders

* Call existing build methods

* Add comments

* Minor changes

* Generate build methods with attributes

* Add support of variadic type

* Do not generate custom build methods for ops having only attributes

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-02-21 22:28:24 +08:00
Tung D. Le aea6479ad3
Lower BatchNormalization (test mode) to Krnl dialect (#70)
* Add ONNXBatchNormalizationTestModeOp and its shape inference

* Lower batchnormalization test mode

* re-use scale, bias, mean, and variance

* Add MLIR tests

* Add e2e tests

* fix typos

* Fix a bug in MLIR tests

* Change type from int to int64_t for indices

* Uncomment e2e tests due to segmentation fault

* Uncomment e2e tests due to segmentation fault

* Revise the code

* [Tian] Fix segmentation fault in e2e tests

* Re-generate onnx.md to include BatchNormalizationTestModeOp

* Reverse an unintentional change

* Fix some typos in comments

* Use convertToMemRefType from the master branch

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-02-20 11:45:40 -05:00
chentong319 49dae74eab
Create constant pad (#75)
* handle pad op which does not have the optional third argment

* rewrite PadConstantValue with constant pad into PadConstantValuePad

* add test for PadConstantValuePad

* update onnx.md
2020-02-11 15:32:01 -05:00
Tung D. Le 2c7046ff5f
Lowering ReductionMax, ReductionMin, ReductionProd and ReductionSum (#31)
* Shape inference for reduction

* Lower ReduceSum

* Support list-like attributes

* Add ReduceMax, ReduceMin, ReduceProd

* Add tests

* Emit errors for unsupported types

* Typos

* Add backend test

* Fix axis computation

* Update the use of attributes

* Use SmallVector

* Address stylistic comments

* Change type from int to int64_t for indices

* Change type from int to int64_t for indices
2020-02-10 21:38:19 +08:00
Tung D. Le 0bfb660d02
Import 2-argument Gemm as GemmNoBias (#68)
Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-02-07 13:45:37 -05:00
chentong319 60ac8f081f
Op def output (#73)
* fix name of operator output in onnxop.inc and Operator.md

* remove Operators.md
2020-02-08 00:10:35 +08:00
Gheorghe-Teodor Bercea ae297f14ee
Revert "fix name of operator output in onnxop.inc and Operator.md (#62)" (#72)
This reverts commit c45655413d.
2020-02-06 10:52:57 -05:00
chentong319 c45655413d
fix name of operator output in onnxop.inc and Operator.md (#62)
* fix name of operator output in onnxop.inc and Operator.md

* Update directive.py

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-02-06 20:54:03 +08:00
Haruki Imai 477227a0ec
Added lowering of SignOp (#21)
* Support lowering of SignOp

* Fixed test code for signop of integer input

* Inserted Sigh and Reciprocal in SharingWork.md (Reciprocal is for past commit 7e3f96e)

* Added test for Sign Op

* Fixed minus_one -> minusOne

* Fixed test for signop
2020-02-04 22:27:17 +08:00
Tung D. Le 2b56c09454
Rewrite ReduceL1, ReduceL2, ReduceLogSum, ReduceLogSumExp, ReduceSumSquare in the ONNX dialect (#38)
* Rewrite ReduceSumSquare

* Edit gen_doc.py

* Revise the code

* Do shape inference after canonicalization so that there is no need to implement shape inference of rewritten ops

* Rewrite ReduceL2

* Add onnx_rewrite.cpp for all rewriting for ONNX ops

* Rewrite ReduceL1, ReduceLogSum, ReduceLogSumExp

* Edit comments

* Change the use of -> to .

* Checkout gen_doc.py from the master branch

* Use emplace_back instead of push_back

* Revise the code

* Edit comments

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-01-31 19:00:39 +08:00
chentong319 6959cf4586
clean up gen_doc.py (#59)
Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-01-29 13:54:46 -05:00