Commit Graph

387 Commits

Author SHA1 Message Date
Tung D. Le 8c4d527eea
Lower SplitOp to Krnl dialect (#155)
* Fix importing variadic output

* Lower splitop

* Support unknown dimension and add lit tests

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-06-11 10:57:20 +08:00
Gheorghe-Teodor Bercea 4ab96fbc6c
Add basic support for memory pool (#161)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Replace internal malloc with memory pool and getref instruction.

* Lower krnl.getref to LLVM.

* Fix formatting issues.

* Add tests.

* Add missing dependency.

* Improve LLVM lowering.

* Add test to show getref is generic.
2020-06-09 16:48:33 -04:00
Aman LaChapelle ca185002f2
Add shape inference for several ops (#163)
* 1. Add shape inference for the following ops:
 - Atan
 - Tan
 - Sin
 - Cast
 - ConvTranspose
 - Flatten
 - DynamicQuantizeLinear
 - QuantizeLinear
 - DequantizeLinear
 - ConvInteger

2. Import attributes for generic nodes
3. Fixes for cases where .cast<> should be .isa<> (ONNXConcat::inferShapes)

* Fix foormatting issues

* Address comments:
 - SmallVector<> * -> SmallVectorImpl<> &
 - switch-case -> helper function
   - Inside helper function, preserve signed-ness
 - add TODOs

* Can't use signed integers yet in convertONNXTypeToMLIRType, add TODO

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-06-09 14:55:49 +08:00
gongsu832 43dc1a1e01
Fix header dep (#150)
* Detect llvm-project commit change in utils/clone-mlir.sh and rebuild llvm-project
for zLinux Jenkins build bot

* Since many headers are generated and included indirectly through
other headers, there are often missing dependencies that break
parallel build. So we add header targets for KrnlOps, ONNXOps, and
MLONNXOps, and add explicit dependencies for all the relevant headers.

* fix copy-and-paste bug

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-06-09 10:38:32 +08:00
Alexandre Eichenberger e2af505746
Constprop (#162)
* initial const prop attempt

* added support for broadcast ops

* adde all binary broadcast ops into custom builders with precise type

* added test example

* working

* format

* fixed suggestion by Tung, start woring on unary

* added subtraction and neg the right way, and added elementwise mul too

* formatting changes

* format

* format

* added instructions to add new optimizations
2020-06-08 15:45:32 -04:00
Tian Jin dedd5f4a12
Minor bugfix. (#166) 2020-06-08 14:03:35 -04:00
Tung D. Le bb17fa965f
Add AffineScope trait to KrnlIterateOp and enable affine-loop-fusion pass (#140)
* Make KrnlIterate's IVs valid to AffineLoad/AffineStore

* [Unary elementwise op] Load/Store -> AffineLoad/AffineStore

* [Conv] Load/Store -> AffineLoad/AffineStore

* Add affine-loop-fusion pass

* typos

* Mistake when merging branch master

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-06-08 15:36:27 +08:00
Tian Jin cde1157d62
Rapid check test (#141)
* Call llc, ld from within onnx-mlir.

* Rename EmitLLVMBC -> EmitLib., reorder header files

* Edit comment.

* Checkpoint, debug.py works.

* Automatically generate inputs in debug.py.

* Use float.

* initial support for rapidcheck tests.

* Convolution test case works.

* Format code.

* Link library with MainUtils.

* Fix CMake script error.

* Fast implementation of array assertion, more detailed error analysis.

* More utility for DynMemRef.

* Fix linking issue.

* Uncomment unit test.

* Refactor to separate C++/Python ExecutionSession, enable unit test.

* format code.

* Verbose build.

* Enable PIC option for ExecusionSession.

* Fix cmake error.

* Build all targets.

* Fix doc to build all targets.

* Clean up.

* Clean up, debug.

* Use type alias consistently.

* Move definitions to DynMemRef.cpp.

* include algorithm.

* pyruntime -> PyRuntime

* Format code.

* Free memory.

* Add comments.

* Copyright notice.

* Improve stylistic consistency.

* Add comment.

* Revert irrelevant changes.

* Disambiguate.

* Refator test case generator out from test case implementation, implement example exhaustive test driver.

* Add documentation for testing.
2020-06-08 10:18:55 +08:00
Tung D. Le e2e1fbfd3b
Add type inference for CastOp (#156)
* Add type inference for CastOp

* Share type translation between op builder and onnx importer

* clang-format

* Format emitted code

* Remove unnecessary dependencies
2020-06-04 09:05:04 -04:00
Alexandre Eichenberger 2a1fe9e1e7
Believe all errors now results in meaningful actions (#153)
* removed warning missing return, dangling else

* fixed errors, made sure to return false in all shape inference failures

* shape inference use LogicalResults as return value

* format fixed

* format error

* additional error correction

* handle errors properly for all former emitError site, using either emitError, assert, or llvm_unreachable

* help added

* fixes

* edit of doc

* doc edit
2020-06-01 13:55:19 -04:00
Kevin O'Brien 536a20695f
Multi build - add build for IBM Systems Z and P (#157)
* Update .travis.yml

* add Z and Power builds

* Build (#1)

* prereq build for Z and Power

* prereq build for Z and Power

* prereq build for Z and Power

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* Update MLIR version

* test build

* test build

* Update MLIR version

* test build

* test build

* test build

* test build

* test build

* test build

* test build

* test build

* test build

* test build

* test build

* test build

* test build

* test build
2020-05-29 17:22:13 -04:00
Alexandre Eichenberger 20dd6544aa
conv bug fix (#154) 2020-05-28 07:34:58 +08:00
Tung D. Le 2b6befce87
Fix importing variadic output (#152)
* Fix importing variadic output

* clang-format
2020-05-27 09:33:53 -04:00
Alexandre Eichenberger 4f8fd9d1bf
Error fix3 (#145)
* removed warning missing return, dangling else

* fixed errors, made sure to return false in all shape inference failures

* shape inference use LogicalResults as return value

* format fixed

* format error

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-05-27 10:09:28 +08:00
Tian Jin c20aa6980e
Include link to project website. (#123) 2020-05-27 08:12:34 +08:00
Tung D. Le 028276ac0e
Fix cruntime not existed (#149)
Co-authored-by: Tung D. Le <tung@jp.ibm.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-05-26 16:05:00 +08:00
chentong319 5a542e78a0
fix type inference (#144)
* fix type inference for ConstantOp and MaxPoolSingleOut

* modify interface

* use OpInterface

* change name to OpInterface

* Builder dependence

* Update CMakeLists.txt

* Update CMakeLists.txt

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-05-26 09:54:19 +08:00
chentong319 6099efd91b
Express some basic features of an Operation in TableGen file (#103)
* change operation definition

* change importer

* default type inference

* file format

* generate types for input/output

* generate the mapping for operation output type

* remove debug message for gen_doc.py

* update the dialect doc

* add support Complex

* format

* update document

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-21 22:03:16 -04:00
Kevin O'Brien df18efcb48
Fix travis build (#142)
* mount clone in container

Mount the clone that travis created inside the docker container so we get the correct set of commits for this build

* Update Dockerfile

* start with docker file

* change docker run to exec

used wrong docker command in a bunch of places

* fix docker commands

* Update compile-onnx-mlir.sh

* Update .travis.yml

* save build result

* commit the built container

* copy clone rather than mount

Copy the files that travis cloned since using -v $(pwd):/onnx-mlir to mount them as a volume doesn't persist when we push the image to docker hub.

* move 'cd docker' later

* fix location for Dockerfile

* Update .travis.yml

* Update compile-onnx-mlir.sh

* fix mount directory

* conditional push of build

* remove old docker push

forgot to do this previously

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-21 10:41:00 -04:00
Tian Jin a270af5ce0
Support model debugging (#138)
* Call llc, ld from within onnx-mlir.

* Rename EmitLLVMBC -> EmitLib., reorder header files

* Checkpoint, debug.py works.

* Automatically generate inputs in debug.py.

* Use float.

* Fix merge conflict, remove RapidCheck from this patch.

* Remove submodule rapidcheck properly.

* Reformat code.

* More comments.

* Add documentation.

* Add documentation to navigation.

* Account for the fact that some initializers may also appear as input.
2020-05-21 13:02:48 +08:00
Tian Jin be62d85a32
Support onnx-mlir installation. (#139) 2020-05-21 11:03:06 +08:00
chentong319 a98c723b11
save and check the version of ONNX operation (#125)
* add version control

* fix the comments

* response to review and add onnx_ml

* update document

* add target and rename gen_doc.py

* small fix
2020-05-20 13:48:45 -04:00
Tung D. Le ad61eee908
Move to more recent LLVM commit ID (#131)
* Move to more recent LLVM ID (May 15)

* clang-format

* Bump cache version up

* Update readme

* Fix doc check

* Move to a newer commit id

* Update LoopToStandard -> SCFToStandard

* Change MLIRSideEffects to MLIRSideEffectInterfaces

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-05-20 15:45:42 +08:00
gongsu832 5d85843be4
Detect llvm-project commit change in utils/clone-mlir.sh and rebuild llvm-project (#132)
for zLinux Jenkins build bot

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-05-20 11:39:37 +08:00
Kevin O'Brien 661fa601ee
add Github workflow to build the prereq Docker image for TravisCI build (#137)
* Create build-docker-prereq.ym

* Rename build-docker-prereq.ym to build-docker-prereq.yml

* Create prereq.Dockerfile

* Update build-docker-prereq.yml

* Update clone-mlir.sh

* Update build-docker-prereq.yml

* Update clone-mlir.sh

* Update build-docker-prereq.yml

* Update clone-mlir.sh

* Update prereq.Dockerfile

* Update clone-mlir.sh

* Update prereq.Dockerfile

* Update clone-mlir.sh

* Update build-docker-prereq.yml

* Update prereq.Dockerfile

* Update clone-mlir.sh

* Update build-docker-prereq.yml

* Update clone-mlir.sh

* Update Dockerfile

* Update .travis.yml

* Update .travis.yml

* Update Dockerfile

* Update Dockerfile

* Update build-docker-prereq.yml

* Update Dockerfile

* Update prereq.Dockerfile

* Update clone-mlir.sh

* Update build-docker-prereq.yml

* Update .travis.yml

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-19 15:48:47 -04:00
Gheorghe-Teodor Bercea c476f05a45
Fix comment [NFC] (#134)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Fix comment.
2020-05-19 14:21:59 -04:00
Gheorghe-Teodor Bercea 463efb736d
Fix name of intermediate file (#133)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Change extensions of intermediate file.
2020-05-19 12:28:09 -04:00
Tian Jin 4cdc0873ca
Call llc, ld from within onnx-mlir. (#127)
* Call llc, ld from within onnx-mlir.

* Rename EmitLLVMBC -> EmitLib., reorder header files

* Edit comment.

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-19 10:15:48 +08:00
Kevin O'Brien 30a9070c8d
Add TravisCI build using docker (#130)
* Create befor_install.sh

* Create install_deps.sh

* Create build_onnx_mlir.sh

* Create .travis.yml

* Update .travis.yml

* Delete befor_install.sh

* Create before_install.sh

* Create .travis.yml

* Update before_install.sh

* Delete .travis.yml

* Update install_deps.sh

* Update build_onnx_mlir.sh

* Update build_onnx_mlir.sh

* Update .travis.yml

* Update before_install.sh

* Update .travis.yml

* Create install_LLVM.sh

* Create compile_LLVM.sh

* Create compile_ONNX-MLIR.sh

* Create test_ONNX-MLIR.sh

* try to start travis

* fix indentation in .travis.yml

* add debug code to second job

* Update .travis.yml

* Update .travis.yml

* add workspaces to travis script

* Update .travis.yml

* Update .travis.yml

* Update .travis.yml

* Update .travis.yml

* Update .travis.yml

* Update compile_LLVM.sh

* Update compile_LLVM.sh

* Update .travis.yml

* Update install_LLVM.sh

* Update compile_LLVM.sh

* Update .travis.yml

* Create Dockerfile

* Create compile-onnx-mlir.sh

* Update .travis.yml

* Delete before_install.sh

* Delete build_onnx_mlir.sh

* Delete compile_LLVM.sh

* Delete install_LLVM.sh

* Delete install_deps.sh

* Delete test_ONNX-MLIR.sh

* Delete compile_ONNX-MLIR.sh

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-18 10:24:05 -04:00
Tian Jin 1d5adc555d
Do not leave temporary files when invoking gen_doc.py. (#129) 2020-05-18 09:44:31 -04:00
Tian Jin ade694a1e9
Tabulate Build Status. (#122) 2020-05-15 19:51:14 +08:00
chentong319 23bea50404
Implement PadOp based on attribute promotion (#71)
* enable promote attr for pad

* use optional arguments for pad

* shape infereance for pad

* Lowering Pad

* format file

* use DenseTensor for the attribute

* use Pad in ONNXRewrite

* fix the merge conflict

* fix the attr given to constantOp

* handle ONNXConstantOp in attribute promotion

* Fix bug when AttributePromotion is called more than once

* update ONNXOps.td.inc with correct version of onnx

* update onnx.md

* responses to review

* fix the build error

* change the implementation of Pad

* delete commented out code

* clang format

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-05-15 13:19:28 +08:00
Gheorghe-Teodor Bercea 4a68597417
Fix elision error (#121)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Add missing dependencies.

* Add dependency on ONNXOps.
2020-05-15 07:45:15 +08:00
Tung D. Le 4d8b855c17
Unify codes in shape inference and conversion (#98)
* Use AffineMap

* Shared AffineMap

* AffineMap for Conv/Pooling

* Create helper files

* Remove changes for Relu

* Remove redundant includes

* Use AffineMap for AveragePool's shape inference

* Add MLIR tests for unknown dimension case

* Extract a method AffineMapIntConstant

* Comment stylist and include path

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-14 17:31:33 +08:00
Tung D. Le d65a6e72dd
Specialize the op lowering logic for element-wise operations (#118)
* Specialize the op lowering logic for elementwise operations

* Fix clang-format error.

* Update tests for LSTM since LSTM uses element-wise ops

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-05-14 13:00:15 +08:00
Tian Jin 4dd3c809c7
Support importing tensor proto. (#116)
* Support importing tensor proto.

* Use signed types, use template.

* Resotre using signless integer types because Reshape faults with integer signs; using traits to declare/define attribute types.

* Simplify attribute importing logic.

* Use existing code to import TensorProto.

* nit.
2020-05-14 11:05:02 +08:00
Tian Jin adc08fb93e
Specify in linking stage, where runtime shared library is located. (#120)
* Specify in linking stage, where runtime shared library is located.

* Cite & make comment a full sentence.

* Fix error communicating runtime dir to ld.
2020-05-14 09:04:16 +08:00
Tian Jin 7f2bffb27d
[NFC] Set up clang-format Github Action (#119)
* Run clang-format on all source code.

* Add Clang-Format Github Action.

* Apply patch produced by Clang-Format Bot.

* nit.

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-13 22:37:51 +08:00
Tung D. Le 24343177b8
Lower LSTMOp to Krnl dialect (#73)
* Support dilations and enable e2e tests

* Fix allocating memory for dynamic shape

* Edit comments

* Do dilation by computing an offset from kernel index

* Correct dilation formula, add an example of out-of-bound, and add a test for dilation

* Import optional outputs as NoneType

* Shape inference for ONNXLSTM

* Edit ONNXLSTM::inferShape()

* Shape inference for ONNXLSTMOp

* Create a common function for inferring shape for RNN ops

* CheckInsertDeallocation for a specific result

* Allocate memory for LSTM

* First round of lowering

* Allocate memory for hidden and cell states

* Test with custom Tanh

* Fix an error in Ct's formula

* Add E2E tests

* Return outputs

* Refactor the code

* Enable E2E tests

* Support reverse and bidirectional directions

* Minor revision

* Return all intermediate hidden states

* Call existing activation functions

* Structs for activation functions

* Call existing activations in ONNX

* Minor revision

* Compare strings ignoring case

* Use memreftype of rank 0 for calling activation functions

* Fix getActivationPack()

* Revise the code

* Add one MLIR test

* Add MLIR tests for reverse and bidirectional modes

* Make the order of emiting instructions deterministic

* Use OperandAdaptor instead of directly use an operand index

* Use literal assignments

* Change some variable names

* Use literal assignments

* Use literal assignments

* Format the code

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-13 21:08:06 +08:00
Tung D. Le 9a874007ce
Implement shape inference for SplitOp (#95)
* Implement shape inference for SplitOp

* Change spitOpt to SplitAttribute and check the axis range before updating the axis attribute

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-13 18:07:27 +08:00
chentong319 7c29da191e
import onnx ml operations as a separate dialect (#97)
* generate MLONNX dialect

* Add MLONNX to Builder

* add MLONNX dialect operation document

* fix the format issues

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-12 18:43:44 -04:00
Chun-Wei Chen 41b595fc1e
Enable Build on Windows again and Update CI badge (#115)
* Use && instead of and for Windows

* Simulate fork on Windows by redirecting stderr

* Use exisiting onnx-mlir instead of cloning from master
2020-05-12 23:00:19 +08:00
Chun-Wei Chen da80e67bfe
Add buildbot on Windows via Azure Pipeline (#107)
* add buildbot on Windows via Azure Pipeline

Use Py 3.7 instead of 3.6

* Add status badge for Azure Pipeline

* reuse original cmd files, couple build and test on Windows-CI

* Update Python version on .yml

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-05-08 12:18:40 +08:00
Kevin Wu 2625e178df
Fix garbled filename output (#114) 2020-05-07 14:07:47 -04:00
David Byrd de9e9edc4d
implement shape inference for negate (#108)
Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-05-07 11:42:43 +08:00
Tian Jin 922b6b6c91
Fix Transform cmake (#111)
* target_link_libraries(OMElideKrnlGlobalConstants ...) adds duplicated
../lib/libOMKrnlOps.a ../lib/libOMONNXOps.a at end of linkage for onnx-mlir
and breaks shared library build

* Fix .buildbot/z13.sh to prepare for zLinux Jenkins build bot

Co-authored-by: Gong Su <gong_su@hotmail.com>
2020-05-07 00:11:04 +08:00
Gheorghe-Teodor Bercea f5f336db08
Fix running backend tests triggered by preloading cruntime dynamic library (#104)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Fix preloading of runtime shared library for backend tests.

* Update library name.

* Only add libstdc++ library if it exists.
2020-05-04 08:37:58 -04:00
Miguel de Icaza e785a75705
Makes the DynMemRef.h usable from C (#101) 2020-04-30 14:54:19 +08:00
Tung D. Le 64ed03295f
Fix converting type for functions with no argument (#96)
* Fix converting type for functions with no argument

* Add two tests

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-04-27 11:01:51 -04:00
Tian Jin fad2ad7d03
Make onnx-mlir work with latest mlir. (#93)
* Make onnx-mlir work with latest mlir.

* Bump CircleCI cache version.

* Fix missing passes in onnx-mlir-opt.

* Fix backend test failure.

* Fix doc.

* Fix doc and exclude the generated _site directory from DocCheck.

* Remove debug code.

* Do not hard code target name, on Mac shared lib can end with .dylib.

* FunctionPass -> PassWrapper.
2020-04-27 17:03:56 +08:00