Commit Graph

492 Commits

Author SHA1 Message Date
colin 8af23c97e9 add build in dialect onnx 2020-10-12 15:04:13 +08:00
colin c440bd4dba add bazel support 1/10 2020-10-12 15:02:21 +08:00
Tung D. Le 6bd9471262
Lower ReduceMean op to Krnl dialect (#318)
* Improve support for krnl.dim (#317)

* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Make krnl dim more robust.

* Format.

* Update comments.

* Change pass name.

Signed-off-by: Tung D. Le <tung@jp.ibm.com>

* Initial Location info support (#302)

* NFC: Attribute cleanup (remove references of attributes)  (#286)

* Define krnl.permute op.

* Support krnl.permute operation.

* Properly remove loop references.

* Re-push, Github was down.

* Need to debug interpretOp error.

* Fix lowering bug by erasing ops after full krnl IR interpretation is done, and clean up & comment code.

* Introduce permute, unroll operations.

* More debug.

* Remove std::set.

* krnl.terminate fails to be converted.

* Pass all tests, need to add legal ops as well as part of the conversion target.

* Change test format to new permute spec.

* Bug fix for nested iterate op lowering.

* Simplify error reporting.

* Fix compilation error.

* Increase comments coverage.

* Remove unnecessary imports.

* Re-trigger Jenkins

* Add permute/unroll tests.

* Retrigger Jenkins

* remove & (ref) for Attributes

Co-authored-by: Tian Jin <tjingrant@gmail.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Syntax highlighting for mlir code in README (#276)

* Syntax highlighting for mlir code in README

* Restart Jenkins

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* use print not dump

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add semicolon

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* syntax

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add code to preserve locations

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* format

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Emit the dynamic memory pool (#290)

* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Add support for bundling dynamic memory pools.

* Add dynamic bundling.

* Clean-up code.

* Clean-up file.

* Add test for bundling dynamic memory pool.

* Fixes. Simplify data structure. Add mixed test.

* Remove unused import.

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Fix wrong type for llvm::loadop (#293)

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Update llvm commit ID to 1d01fc1 (#292)

* Fix for LLVM revision D85495

* Fix for LLVM revision DD86121

* Fix for LLVM revision D85622 (f9dc2b7)
TODO: Change preloadDialectsInContext to false

Memo for previous fixes: D86121 (250f43d), D85495 (575b22b)

* clang-format

* Update llvm commit ID of README and clone-mlir.sh

* Updated llvm commit ID of README.md

* Fix for passing backend tests

* Removed the commented code

* Empty commit for triggering rebuild

* Test multi-stage travis build

* Specify stage order.

* Empty commit for triggering rebuild

* Update prereq.s390x.Dockerfile

Make it possible to execute s390x prereq docker multiple times.

* Build prereq for each arch

* Fix multi-arch prereq build.

* timeout at 40m

* Update .travis.yml

* add ppc64le prereq builder

* Run ppc docker prereq build multiple times

* Do not test branch update unless it's mater.

* Fix dockerfile.

* Fix typo in travis.yml.

* Fix ppc64 docker file

* Update .travis.yml

* turn off metacopy on ppc64le

* Update .travis.yml

* Turn off metacopy.

* Turn off metacopy inside Dockerfile in ppc64.

* No sudo in Docker.

* Remove metacopy config from Dockerfile.

* Change base image to be bionic.

* Using newer linux distro for ppc64.

* Turn off metacopy in before_install.

* Fix sudo permission issue.

* Run docker info.

* Allow amd64 docker file to be built multiple times

* Support building amd64 prereq.

* Fix amd64 docker file typo.

* fix ppc64le dockerfile typo.

* timeout from 40m -> 30m

* 40m->30m

* 40m->30m

* fix bug preventing incremental build.

* fix bug preventing incremental build.

* Bump CircleCI cache version.

* Push to production prereq container repository and condition prereq docker rebuild on commit message.

* Rebuild prereq docker.

* Move default script to top-level.

* Python not properly installed.

* amd64 -> x86

* Rebuild prereq docker.

* Rebuild prereq docker.

* Rebuild prereq docker.

* Restart all CI.

* Disallow cache on Jenkins docker build.

* Restart zJenkins.

* Restart zJenkins.

Co-authored-by: Haruki Imai <imaihal@jp.ibm.com>
Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Using onnx-mlir through incremental stages (#257)

* Add lowering of Vector dialect for lower-all-llvm pass

* Fix generating CallOp instructions when return type is void

* Fix lowering of memref

* Reformat using clang-format

* Record more context.

* Reflow comments.

Co-authored-by: Tian Jin <tjingrant@gmail.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Dropout elimination & Conv Bugfix (#297)

* Dropout elimination.

* Test VGG19.

* Add shufflenet.

* Fix grouped convolution bug.

* Fix lit test failure.

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Rewrite shape and size OP  (#285)

* add shape inference

* Revert "add shape inference"

This reverts commit f9d42f39e68e14b5648abccfc8617fff00244d16.

* add rewrite rules

* test cases

* format

* add constraint

* response to review

* response to review

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* initial code for handling custom ops (#288)

* initial code for handling custom ops

* format

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* ShapeInference for SizeOp (#299)

* add shape inference

* Revert "add shape inference"

This reverts commit f9d42f39e68e14b5648abccfc8617fff00244d16.

* shape inference

* test case

* format

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Gather ONNX to Kernel Lowering (#294)

* Define krnl.permute op.

* Support krnl.permute operation.

* Properly remove loop references.

* Re-push, Github was down.

* Need to debug interpretOp error.

* Fix lowering bug by erasing ops after full krnl IR interpretation is done, and clean up & comment code.

* Introduce permute, unroll operations.

* More debug.

* Remove std::set.

* krnl.terminate fails to be converted.

* Pass all tests, need to add legal ops as well as part of the conversion target.

* Change test format to new permute spec.

* Bug fix for nested iterate op lowering.

* Simplify error reporting.

* Fix compilation error.

* Increase comments coverage.

* Remove unnecessary imports.

* Re-trigger Jenkins

* Add permute/unroll tests.

* Retrigger Jenkins

* initial implementation of gather

* added tests

* format

* remove affine load for second load, as it uses an indirection

* changes suggested by reviewers

* remove backend tests until I can verify them locally

Co-authored-by: Tian Jin <tjingrant@gmail.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add lit test
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* fix option spelling
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* braces in wrong place
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add lit test
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* remove duplicate code from lit test Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Simplify lit test Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* remove attributes from lit test Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add onnx-mlir-opt to tool names
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add printIR to second RUN
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* redo adding printIR
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* fix bug

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* format

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* fix typo in test

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>
Co-authored-by: Tung D. Le <tung@jp.ibm.com>
Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
Co-authored-by: Haruki Imai <imaihal@jp.ibm.com>
Co-authored-by: Kevin Wu <6334443+kwu91@users.noreply.github.com>
Co-authored-by: chentong319 <chentong@us.ibm.com>
Signed-off-by: Tung D. Le <tung@jp.ibm.com>

* Support ReduceMean

Signed-off-by: Tung D. Le <tung@jp.ibm.com>

* Add lit tests

Signed-off-by: Tung D. Le <tung@jp.ibm.com>

* Fix unknown dimensions for type f32

Signed-off-by: Tung D. Le <tung@jp.ibm.com>

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
Co-authored-by: Kevin O'Brien <caomhin@us.ibm.com>
Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>
Co-authored-by: Haruki Imai <imaihal@jp.ibm.com>
Co-authored-by: Kevin Wu <6334443+kwu91@users.noreply.github.com>
Co-authored-by: chentong319 <chentong@us.ibm.com>
2020-10-10 22:09:42 -04:00
gongsu832 81c774ba5b
Cleanup rtmemref api (#238)
* Detect llvm-project commit change in utils/clone-mlir.sh and rebuild llvm-project
for zLinux Jenkins build bot

* Cleanup RtMemRef API

-  use forward declaration to hide private data fields
-  RtMemRef.h: external user header, C/C++
- _RtMemRef.h: internal user header, C++ only
-  RtMemRef.hpp and RtMemRef.cpp: implementation header and file
-  add external APIs
       OrderedRtMemRefDict *ormrd_create(RtMemRef **rmrs, int n)
       RtMemRef **ormrd_getRmrs(OrderedRtMemRefDict *ormrd)
       int ormrd_getNumOfRmrs(OrderedRtMemRefDict *ormrd)
   for creating and querying OrderedRtMemRefDict with RtMemRef arrays
-  data buffer installed by rmr_setData() will be managed by user
-  unique_ptr<RtMemRef> must use custom deleter <RtMemRef,decltype(&rmr_destroy)>

* See if I have write access.

* Remove test CMake code.

* Use new API.

* Format code.

* Format code & rename variables for readability.

* Remove used API spec.

* Rename OrderedRtMemRefDict -> RtMemRefList, _dataMalloc -> _owningData.

* OrderedRtMemRefDict -> RtMemRefList

* Update KrnlToLLVM.cpp

* Trigger Jenkins

* Restart Jenkins

* OrderedRtMemRefDict -> RtRmrRefList

* More OrderedRtMemRefDict -> RtMemRefList.

* Format jni wrapper.

* Rename API functions to maintain stylistic consistency.

* Bug fix.

* Bug fix.

* Format code.

* Fix RtMemRefUtils.

* Format code.

* Using llvm function naming scheme.

* Rename runtime api file name to project name (onnx-mlir) as per convention.

* Include the new runtime header file.

* Reflect api header file name change in build script.

* Bug fix.

* Remove C++ code.

* Revert "Remove C++ code."

This reverts commit b217dfabae99e42db30721600cb5507866d4dc98.

* Clarify memory management responsibility.

* Add constructor to specify name & data ownership.

* Include stdbool.

* Remove dictionary semantics from RtMemRefList

* Bug fix.

* Format code.

* Format code.

* Use macro to define database of metadata.

* Prevent formatter from acting on metadata decl.

* Nit.

* Restore backend unit tests.

* Use spaces instead of tabs for better formatting.

* Use explicit template instantiation.

* Update RtMemRef struct doc.

* Make runtime compilable both in c and c++ mode.
Build two versions of the runtime library, one c version as the user-facing c runtime, and one c++ version as the one used inside this project.

* Bug fix, avoid stack allocation for output rmr list.

* Change _dyn_entry_point_main_graph -> run_main_graph for better memorability.

* Write a complete introductory tutorial on c99 Runtime and a test for it.

* Add onnx installation as dependency.

* Use target_include_directory to avoid installation.

* Format code.

* Fix cmake target_include_directories.

* Address compiler warning.

* First pass of RtMemRef->OMTensor.

* Second pass of RtMemRef -> OMTensor.

* nit, omtList -> omTensorList.

* omt -> omTensor for clarity.

* Rename OnnxMlirInternal.h -> OnnxMlirRuntime.hpp because there's no internal/external API, only C/C++ API.

* Format code.

* Restructure Runtime source code and move header -> /include and test -> /test/unit.

* Bugfix.

* Format code.

* Add unit test for OMTensor ctor.

* Update JNI CMake include directory.

* Bugfix.

* No need to re-declare ONNX types.

* Disable runtime doc test on non-x86 platforms.

* Rename OMTensor fields to be more sensible.

* Fix data type mismatch.

* size_t -> int64_t, prefer fixed width integers.

* Use consistent header guard style.

* Further tweak OMTensor API.

* Bugfix.

* Bugfix.

* Format code.

* Add doxygen config file.

* Tweak OMTensor API.

* Tweak API doc, hide OMTensorList implementation.

* Format code.

* Add new documentation item for Runtime API.

* Hide internal use only API declarations, move their comments to their implementations.

* Clarify ownership semantics in relevant API documentations.

* Fix PyRuntime.

* Remove alignment concerns from public API and include explaination of alignment issue in struct OMTensor definition.

* Print out unsupported numpy dtype.

* Use preferred way of type comparison in pybind11.

* Debug s390x issue.

* Remove debug code.

* Clarify semantics of strides/shape setter/getter, use \brief to include short description of API function.

* Improve documentation.

* Single out unpolished C++ API declarations.

* Clarify OMTensorList API.

* Bugfix.

* Bugfix.

* Assert after malloc.

* Handle malloc failures.

* Nit.

* Tweak legal notices.

* Format code.

* Remove doxygen generated files.

* Tweak legal notice format.

* Upgrade Cython

Numpy installation depends on Cython.

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-10-10 10:32:09 -04:00
Haruki Imai 533d47acf1
Normalize memrefs with affine_map in krnl.getref (#327)
Added a trait of `MemRefsNormalizable` in `krnl.getref` to have
`krnl.getref` normalizable.
Reference: https://github.com/onnx/onnx-mlir/pull/322
           https://reviews.llvm.org/D86236

Signed-off-by: Haruki Imai <imaihal@jp.ibm.com>
2020-10-09 16:59:52 -04:00
Gheorghe-Teodor Bercea 7bfb5c93c1
Enable bundling of dynamic memory pools on a block basis. (#330)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Fix dynamic bundling.

* Format.

* Fix test.
2020-10-05 13:55:46 -04:00
chentong319 931127c7e9
Lower tile to Krnl (#308)
* alloc for unknown shape

* determine affine

* format

* test for unknown input

* Update test.py

* fix the expression

Signed-off-by: chentong <chentong@us.ibm.com>

* fix test lit

Signed-off-by: chentong <chentong@us.ibm.com>

* remove affine load

Signed-off-by: chentong <chentong@us.ibm.com>

* format

Signed-off-by: chentong <chentong@us.ibm.com>

* fix test

Signed-off-by: chentong <chentong@us.ibm.com>

* fix Affineload

Signed-off-by: chentong <chentong@us.ibm.com>

* affine for alternative

Signed-off-by: chentong <chentong@us.ibm.com>

* use DimOp

Signed-off-by: chentong <chentong@us.ibm.com>

* change test case

Signed-off-by: chentong <chentong@us.ibm.com>

* fix test

Signed-off-by: chentong <chentong@us.ibm.com>

* use more auto type

Signed-off-by: chentong <chentong@us.ibm.com>

* fix affine load

Signed-off-by: chentong <chentong@us.ibm.com>

* small fix

Signed-off-by: chentong <chentong@us.ibm.com>

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-10-05 00:50:59 -04:00
daquexian cb3d1e4f64
Import graph output type from protobuf (#333)
* import output type

Signed-off-by: daquexian <daquexian566@gmail.com>

* rename input->value_info, update doc

Signed-off-by: daquexian <daquexian566@gmail.com>

* infer shape on return op inputs

Signed-off-by: daquexian <daquexian566@gmail.com>

* import output type from protobuf only if it has shape

Signed-off-by: daquexian <daquexian566@gmail.com>

* fix wrong gather test

Signed-off-by: daquexian <daquexian566@gmail.com>

* add comments

Signed-off-by: daquexian <daquexian566@gmail.com>
2020-10-03 22:21:15 +07:00
Gheorghe-Teodor Bercea 0db735f48d
Support per-block bundling for static memory pools. (#325)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Support the bundling on a per-block basis.

* Format.

* Fix test.

* Fix indent.

* Improve data structure.

* Format.

* Simplify maps for static pools.

* Format.

* Clean-up.
2020-10-01 14:15:03 -04:00
G. Ramalingam 75930ffbcf
Fix substitution order in parse_type_str (#316)
* Fix substitution order in parse_type_str

Signed-off-by: Ganesan Ramalingam <grama@microsoft.com>

* add comment

* Remove files added accidentally

Co-authored-by: chentong319 <chentong@us.ibm.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-09-30 16:36:06 +07:00
chentong319 46306a8a26
Improve shape inference of flatten Op (#314)
* change code

Signed-off-by: chentong <chentong@us.ibm.com>

* add test

Signed-off-by: chentong <chentong@us.ibm.com>

* fix type error

Signed-off-by: chentong <chentong@us.ibm.com>

Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
2020-09-29 12:59:01 -04:00
NathanielMcVicar aa2eed411f
Remove fork when redirecting stderr in onnx-mlir (#310)
Remove fork and add filenamebase option

Signed-off-by: Nathaniel McVicar <namcvica@microsoft.com>

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-09-25 15:39:46 -07:00
Haruki Imai 278f10c3a4
Normalize memrefs with affine_map in krnl.memcpy (#322)
* Normalize memrefs with affine_map in krnl.memcpy

Added a trait of `MemRefsNormalizable` in `krnl.memcpy` to have
`krnl.memcpy` normalizable.
Reference: https://reviews.llvm.org/D86236

Signed-off-by: Haruki Imai <imaihal@jp.ibm.com>

* Simplified test case about normalizing memrefs in krnl.memcpy

Signed-off-by: Haruki Imai <imaihal@jp.ibm.com>

* Remove other krnl ops from test case for simplification

Signed-off-by: Haruki Imai <imaihal@jp.ibm.com>

* Fixed test code

Signed-off-by: Haruki Imai <imaihal@jp.ibm.com>

Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
2020-09-25 14:36:15 -04:00
Chun-Wei Chen 71b8ca28aa
Fix Debug mode for ONNX-MLIR on Windows (#311)
* correct debug flags

* add bigobj to prevent debug error

* better use Release instead of release

* correct debug flags

Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com>

* add bigobj to prevent debug error

Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com>

* better use Release instead of release

Signed-off-by: Chun-Wei Chen <jacky82226@gmail.com>

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-09-25 20:58:03 +07:00
Tian Jin 6500f27f80
Use ubuntu focal as ppc64le base image. (#312)
* Use ubuntu focal for ppc64le.

* Rebuild prereq docker.

* Rebuild prereq docker.

* Limit ppc64le build to use two threads only.

* Rebuild prereq docker.
2020-09-25 16:13:22 +07:00
Alexandre Eichenberger f0c5b99229
Gather: fix for negative indices (#313)
* Define krnl.permute op.

* Support krnl.permute operation.

* Properly remove loop references.

* Re-push, Github was down.

* Need to debug interpretOp error.

* Fix lowering bug by erasing ops after full krnl IR interpretation is done, and clean up & comment code.

* Introduce permute, unroll operations.

* More debug.

* Remove std::set.

* krnl.terminate fails to be converted.

* Pass all tests, need to add legal ops as well as part of the conversion target.

* Change test format to new permute spec.

* Bug fix for nested iterate op lowering.

* Simplify error reporting.

* Fix compilation error.

* Increase comments coverage.

* Remove unnecessary imports.

* Re-trigger Jenkins

* Add permute/unroll tests.

* Retrigger Jenkins

* changes to support negative indices

Signed-off-by: Alexandre Eichenberger <alexe@us.ibm.com>

* use krnl.dim now

Signed-off-by: Alexandre Eichenberger <alexe@us.ibm.com>

* move comment

Signed-off-by: Alexandre Eichenberger <alexe@us.ibm.com>

* updated test for krnl-dim pattern

Signed-off-by: Alexandre Eichenberger <alexe@us.ibm.com>

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-09-24 14:02:49 -04:00
Tian Jin f16983a7c4
Update onnx_location.mlir (#319) 2020-09-24 10:17:29 -04:00
Kevin O'Brien 17383768df
Initial Location info support (#302)
* NFC: Attribute cleanup (remove references of attributes)  (#286)

* Define krnl.permute op.

* Support krnl.permute operation.

* Properly remove loop references.

* Re-push, Github was down.

* Need to debug interpretOp error.

* Fix lowering bug by erasing ops after full krnl IR interpretation is done, and clean up & comment code.

* Introduce permute, unroll operations.

* More debug.

* Remove std::set.

* krnl.terminate fails to be converted.

* Pass all tests, need to add legal ops as well as part of the conversion target.

* Change test format to new permute spec.

* Bug fix for nested iterate op lowering.

* Simplify error reporting.

* Fix compilation error.

* Increase comments coverage.

* Remove unnecessary imports.

* Re-trigger Jenkins

* Add permute/unroll tests.

* Retrigger Jenkins

* remove & (ref) for Attributes

Co-authored-by: Tian Jin <tjingrant@gmail.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Syntax highlighting for mlir code in README (#276)

* Syntax highlighting for mlir code in README

* Restart Jenkins

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* use print not dump

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add semicolon

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* syntax

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add code to preserve locations

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* format

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Emit the dynamic memory pool (#290)

* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Add support for bundling dynamic memory pools.

* Add dynamic bundling.

* Clean-up code.

* Clean-up file.

* Add test for bundling dynamic memory pool.

* Fixes. Simplify data structure. Add mixed test.

* Remove unused import.

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Fix wrong type for llvm::loadop (#293)

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Update llvm commit ID to 1d01fc1 (#292)

* Fix for LLVM revision D85495

* Fix for LLVM revision DD86121

* Fix for LLVM revision D85622 (f9dc2b7)
TODO: Change preloadDialectsInContext to false

Memo for previous fixes: D86121 (250f43d), D85495 (575b22b)

* clang-format

* Update llvm commit ID of README and clone-mlir.sh

* Updated llvm commit ID of README.md

* Fix for passing backend tests

* Removed the commented code

* Empty commit for triggering rebuild

* Test multi-stage travis build

* Specify stage order.

* Empty commit for triggering rebuild

* Update prereq.s390x.Dockerfile

Make it possible to execute s390x prereq docker multiple times.

* Build prereq for each arch

* Fix multi-arch prereq build.

* timeout at 40m

* Update .travis.yml

* add ppc64le prereq builder

* Run ppc docker prereq build multiple times

* Do not test branch update unless it's mater.

* Fix dockerfile.

* Fix typo in travis.yml.

* Fix ppc64 docker file

* Update .travis.yml

* turn off metacopy on ppc64le

* Update .travis.yml

* Turn off metacopy.

* Turn off metacopy inside Dockerfile in ppc64.

* No sudo in Docker.

* Remove metacopy config from Dockerfile.

* Change base image to be bionic.

* Using newer linux distro for ppc64.

* Turn off metacopy in before_install.

* Fix sudo permission issue.

* Run docker info.

* Allow amd64 docker file to be built multiple times

* Support building amd64 prereq.

* Fix amd64 docker file typo.

* fix ppc64le dockerfile typo.

* timeout from 40m -> 30m

* 40m->30m

* 40m->30m

* fix bug preventing incremental build.

* fix bug preventing incremental build.

* Bump CircleCI cache version.

* Push to production prereq container repository and condition prereq docker rebuild on commit message.

* Rebuild prereq docker.

* Move default script to top-level.

* Python not properly installed.

* amd64 -> x86

* Rebuild prereq docker.

* Rebuild prereq docker.

* Rebuild prereq docker.

* Restart all CI.

* Disallow cache on Jenkins docker build.

* Restart zJenkins.

* Restart zJenkins.

Co-authored-by: Haruki Imai <imaihal@jp.ibm.com>
Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Using onnx-mlir through incremental stages (#257)

* Add lowering of Vector dialect for lower-all-llvm pass

* Fix generating CallOp instructions when return type is void

* Fix lowering of memref

* Reformat using clang-format

* Record more context.

* Reflow comments.

Co-authored-by: Tian Jin <tjingrant@gmail.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Dropout elimination & Conv Bugfix (#297)

* Dropout elimination.

* Test VGG19.

* Add shufflenet.

* Fix grouped convolution bug.

* Fix lit test failure.

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Rewrite shape and size OP  (#285)

* add shape inference

* Revert "add shape inference"

This reverts commit f9d42f39e68e14b5648abccfc8617fff00244d16.

* add rewrite rules

* test cases

* format

* add constraint

* response to review

* response to review

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* initial code for handling custom ops (#288)

* initial code for handling custom ops

* format

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* ShapeInference for SizeOp (#299)

* add shape inference

* Revert "add shape inference"

This reverts commit f9d42f39e68e14b5648abccfc8617fff00244d16.

* shape inference

* test case

* format

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Gather ONNX to Kernel Lowering (#294)

* Define krnl.permute op.

* Support krnl.permute operation.

* Properly remove loop references.

* Re-push, Github was down.

* Need to debug interpretOp error.

* Fix lowering bug by erasing ops after full krnl IR interpretation is done, and clean up & comment code.

* Introduce permute, unroll operations.

* More debug.

* Remove std::set.

* krnl.terminate fails to be converted.

* Pass all tests, need to add legal ops as well as part of the conversion target.

* Change test format to new permute spec.

* Bug fix for nested iterate op lowering.

* Simplify error reporting.

* Fix compilation error.

* Increase comments coverage.

* Remove unnecessary imports.

* Re-trigger Jenkins

* Add permute/unroll tests.

* Retrigger Jenkins

* initial implementation of gather

* added tests

* format

* remove affine load for second load, as it uses an indirection

* changes suggested by reviewers

* remove backend tests until I can verify them locally

Co-authored-by: Tian Jin <tjingrant@gmail.com>
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add lit test
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* fix option spelling
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* braces in wrong place
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add lit test
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* remove duplicate code from lit test Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* Simplify lit test Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* remove attributes from lit test Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add onnx-mlir-opt to tool names
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* add printIR to second RUN
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* redo adding printIR
Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* fix bug

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* format

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

* fix typo in test

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>
Co-authored-by: Tung D. Le <tung@jp.ibm.com>
Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
Co-authored-by: Haruki Imai <imaihal@jp.ibm.com>
Co-authored-by: Kevin Wu <6334443+kwu91@users.noreply.github.com>
Co-authored-by: chentong319 <chentong@us.ibm.com>
2020-09-23 18:58:27 -04:00
Gheorghe-Teodor Bercea 4bbe12ff50
Improve support for krnl.dim (#317)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Make krnl dim more robust.

* Format.

* Update comments.

* Change pass name.
2020-09-23 14:36:16 -04:00
NathanielMcVicar 3491b90b1e
Support LLVM as of 7dcd0042 (#309)
* Update to support LLVM as of 7dcd0042

Fixes for upstream changes to mlir.

- New pass registration method from https://reviews.llvm.org/D85622
- Integer attributes are now C types when possible https://reviews.llvm.org/D86739

Signed-off-by: Nathaniel McVicar <namcvica@microsoft.com>

* Fix for checkclang

* Windows incremental build fix from @max-ku

* Remove MLIRShapeToSCF lib

* Missed a getSExtValue on now c type

* Rebuild prereq docker.

* Bump CircleCI cache version.

* Update hash for Windows build

Signed-off-by: Nathaniel McVicar <namcvica@microsoft.com>

* Bump CircieCI cache version again.

* Rebuild prereq docker.

* Update README.md

* Update README.md

* Undo edits to ONNXOps.td.inc.

* Undo changes to ONNXOps.td.inc.

* Fix cast op TableGen.

* Tweak tablegen definition of Cast.

* Use explicitly signed integer as attributes.

* Move all signless attribute to explicitly signed attribute.

* Import ONNX int attribute as SI64 attribute.

* Make Conv.group attr use SI64 attr.

* Fix conv test.

* Fix DocCheck complaint.

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-09-22 23:42:50 +07:00
Prashant Kumar 4cc16aceb7
[MLIR] Add SizeOp conversion from ONNX dialect to Krnl dialect (#295)
* [MLIR] Add SizeOp conversion from ONNX dialect to Krnl dialect

Added ONNXSizeOp conversion from ONNX dialect to Krnl dialect. This op is added as a part of --convert-onnx-to-krnl pass.

Signed-off-by: Prashant Kumar <pk5561@gmail.com>

* Add unit tests for Size op.

* Remove unit tests.

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-09-21 16:55:21 +07:00
Kevin O'Brien 3520dbd6e1
temporarily allow ppc64le build to fail (#307)
* temporarily allow ppc64le build to fail 

There is some problem with the Travis server for ppc64le, so until it gets fixed, we should allow ppc64le builds to fail

* sign commit

Signed-off-by: Kevin O'Brien <caomhin@us.ibm.com>

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-09-20 20:12:49 +07:00
Tung D. Le 66074da3ac
Lower ONNXConstantOfShapeOp to Krnl dialect (#296)
* Lower ONNXConstantOfShapeOp to Krnl dialect

* Change a variable name

* Add comments to lit tests

Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
2020-09-19 12:47:39 -04:00
Alexandre Eichenberger 3a5aa7ee31
Gather ONNX to Kernel Lowering (#294)
* Define krnl.permute op.

* Support krnl.permute operation.

* Properly remove loop references.

* Re-push, Github was down.

* Need to debug interpretOp error.

* Fix lowering bug by erasing ops after full krnl IR interpretation is done, and clean up & comment code.

* Introduce permute, unroll operations.

* More debug.

* Remove std::set.

* krnl.terminate fails to be converted.

* Pass all tests, need to add legal ops as well as part of the conversion target.

* Change test format to new permute spec.

* Bug fix for nested iterate op lowering.

* Simplify error reporting.

* Fix compilation error.

* Increase comments coverage.

* Remove unnecessary imports.

* Re-trigger Jenkins

* Add permute/unroll tests.

* Retrigger Jenkins

* initial implementation of gather

* added tests

* format

* remove affine load for second load, as it uses an indirection

* changes suggested by reviewers

* remove backend tests until I can verify them locally

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-09-11 15:36:23 -04:00
chentong319 fa04c32a0c
ShapeInference for SizeOp (#299)
* add shape inference

* Revert "add shape inference"

This reverts commit f9d42f39e68e14b5648abccfc8617fff00244d16.

* shape inference

* test case

* format
2020-09-11 12:47:11 -05:00
Kevin O'Brien 1fcf97ef8d
initial code for handling custom ops (#288)
* initial code for handling custom ops

* format
2020-09-11 10:49:15 -04:00
chentong319 ac67900baf
Rewrite shape and size OP (#285)
* add shape inference

* Revert "add shape inference"

This reverts commit f9d42f39e68e14b5648abccfc8617fff00244d16.

* add rewrite rules

* test cases

* format

* add constraint

* response to review

* response to review
2020-09-10 14:46:00 -04:00
Tian Jin 5e11429d77
Dropout elimination & Conv Bugfix (#297)
* Dropout elimination.

* Test VGG19.

* Add shufflenet.

* Fix grouped convolution bug.

* Fix lit test failure.
2020-09-10 14:47:30 +08:00
Kevin Wu 03dae57189
Using onnx-mlir through incremental stages (#257)
* Add lowering of Vector dialect for lower-all-llvm pass

* Fix generating CallOp instructions when return type is void

* Fix lowering of memref

* Reformat using clang-format

* Record more context.

* Reflow comments.

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-09-10 10:29:55 +08:00
Tian Jin dbc41d2330
Update llvm commit ID to 1d01fc1 (#292)
* Fix for LLVM revision D85495

* Fix for LLVM revision DD86121

* Fix for LLVM revision D85622 (f9dc2b7)
TODO: Change preloadDialectsInContext to false

Memo for previous fixes: D86121 (250f43d), D85495 (575b22b)

* clang-format

* Update llvm commit ID of README and clone-mlir.sh

* Updated llvm commit ID of README.md

* Fix for passing backend tests

* Removed the commented code

* Empty commit for triggering rebuild

* Test multi-stage travis build

* Specify stage order.

* Empty commit for triggering rebuild

* Update prereq.s390x.Dockerfile

Make it possible to execute s390x prereq docker multiple times.

* Build prereq for each arch

* Fix multi-arch prereq build.

* timeout at 40m

* Update .travis.yml

* add ppc64le prereq builder

* Run ppc docker prereq build multiple times

* Do not test branch update unless it's mater.

* Fix dockerfile.

* Fix typo in travis.yml.

* Fix ppc64 docker file

* Update .travis.yml

* turn off metacopy on ppc64le

* Update .travis.yml

* Turn off metacopy.

* Turn off metacopy inside Dockerfile in ppc64.

* No sudo in Docker.

* Remove metacopy config from Dockerfile.

* Change base image to be bionic.

* Using newer linux distro for ppc64.

* Turn off metacopy in before_install.

* Fix sudo permission issue.

* Run docker info.

* Allow amd64 docker file to be built multiple times

* Support building amd64 prereq.

* Fix amd64 docker file typo.

* fix ppc64le dockerfile typo.

* timeout from 40m -> 30m

* 40m->30m

* 40m->30m

* fix bug preventing incremental build.

* fix bug preventing incremental build.

* Bump CircleCI cache version.

* Push to production prereq container repository and condition prereq docker rebuild on commit message.

* Rebuild prereq docker.

* Move default script to top-level.

* Python not properly installed.

* amd64 -> x86

* Rebuild prereq docker.

* Rebuild prereq docker.

* Rebuild prereq docker.

* Restart all CI.

* Disallow cache on Jenkins docker build.

* Restart zJenkins.

* Restart zJenkins.

Co-authored-by: Haruki Imai <imaihal@jp.ibm.com>
Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
2020-09-09 23:12:01 +08:00
Tung D. Le c738e0fb07
Fix wrong type for llvm::loadop (#293) 2020-09-04 10:29:00 -04:00
Gheorghe-Teodor Bercea 9f69b2f317
Emit the dynamic memory pool (#290)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Add support for bundling dynamic memory pools.

* Add dynamic bundling.

* Clean-up code.

* Clean-up file.

* Add test for bundling dynamic memory pool.

* Fixes. Simplify data structure. Add mixed test.

* Remove unused import.
2020-09-03 10:31:06 -04:00
Tung D. Le 930e20f682
Syntax highlighting for mlir code in README (#276)
* Syntax highlighting for mlir code in README

* Restart Jenkins

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
Co-authored-by: Alexandre Eichenberger <alexe@us.ibm.com>
Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-09-02 19:24:41 +08:00
Alexandre Eichenberger c1262c184e
NFC: Attribute cleanup (remove references of attributes) (#286)
* Define krnl.permute op.

* Support krnl.permute operation.

* Properly remove loop references.

* Re-push, Github was down.

* Need to debug interpretOp error.

* Fix lowering bug by erasing ops after full krnl IR interpretation is done, and clean up & comment code.

* Introduce permute, unroll operations.

* More debug.

* Remove std::set.

* krnl.terminate fails to be converted.

* Pass all tests, need to add legal ops as well as part of the conversion target.

* Change test format to new permute spec.

* Bug fix for nested iterate op lowering.

* Simplify error reporting.

* Fix compilation error.

* Increase comments coverage.

* Remove unnecessary imports.

* Re-trigger Jenkins

* Add permute/unroll tests.

* Retrigger Jenkins

* remove & (ref) for Attributes

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-08-31 14:28:16 -04:00
Alexandre Eichenberger 8bfde7de4b
Transpose optimization (#280)
* Define krnl.permute op.

* Support krnl.permute operation.

* Properly remove loop references.

* Re-push, Github was down.

* Need to debug interpretOp error.

* Fix lowering bug by erasing ops after full krnl IR interpretation is done, and clean up & comment code.

* Introduce permute, unroll operations.

* More debug.

* Remove std::set.

* krnl.terminate fails to be converted.

* Pass all tests, need to add legal ops as well as part of the conversion target.

* Change test format to new permute spec.

* Bug fix for nested iterate op lowering.

* Simplify error reporting.

* Fix compilation error.

* Increase comments coverage.

* Remove unnecessary imports.

* Re-trigger Jenkins

* Add permute/unroll tests.

* Retrigger Jenkins

* transpose fusion and removal

* format

* fix comments

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-08-31 10:40:17 -04:00
Chun-Wei Chen 8e3748d4c7
Update available python3 version on AzurePipelines (#279)
* Use && instead of and for Windows

* Simulate fork on Windows by redirecting stderr

* Use exisiting onnx-mlir instead of cloning from master

* Update python3 libary for azo

* avoid git add .vscode

* revert change

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-08-28 10:39:20 -04:00
Aman LaChapelle 24d0a2ac71
Add shape inference and names (#266)
* Add shape inference and names

 - Add shape inference for PRelu
 - Fix shape inference for group conv
   for ConvTranspose
 - Add input and output names for
   graphs (functions)
 - Add support for (u)int8 tensor
   attributes

* Fix format issues

* Revert formatting for gen_onnx_mlir.py

* Pads can have ArrayAttr and DenseElementsAttr so support both

* NumInputs is the number of graph inputs that don't have initializers

* Add test for 2D batchnorm

* Fix typo in define_loops in new 2d BN test

* Change 'name' to 'onnx_node_name'

* Fix Batchnorm for 2D I/O and add lowering test

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
2020-08-27 15:46:27 -04:00
Kevin O'Brien 11a5029c10
change tag to x86 (#273)
* change tag to x86

tag of build image was changed by PR #268 from amd64 to x86 --- fix here to pick up latest build

* change tag to x86
2020-08-26 14:14:59 -04:00
Gheorghe-Teodor Bercea f278f08120
Introduce krnl.shape operation and its lowering (#267)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Add krnl shape op and lowering pass.

* Add lowering function.

* Clean-up code.

* Remove duplicate entry.

* Add test.

* Update LowerKrnlShape.cpp

* Update KrnlToLLVM.cpp
2020-08-19 12:57:40 -04:00
Tung D. Le 13e8070708
Make krnl-to-llvm patterns reusable (#272)
* Make krnl-to-llvm patterns reusable

* Change include paths

* Change include paths
2020-08-19 11:58:04 -04:00
NathanielMcVicar fe6dc5bd81
Move gtest to submodule (#262)
* Create gtest submodule and point benchmark to master

* Added submodule files for gtest

* Update benchmark submodule

* Add googletest to top level cmake so that any gtest_adds are not dependent on benchmark.

* Update buildbot, circle CI and travis CI

* Copy test-onnx-mlir.sh to docker container

* build dependencies for tests

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-08-18 20:41:19 +08:00
Masahiro H 4ed95319db
Fix build config validation on Travis CI (#256)
* Fix for build config validation

* Update .travis.yml

* Update .travis.yml

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-08-18 17:55:14 +08:00
Tung D. Le 7c1e67898d
Fuse convolution and batch normalization (#253)
* Rewriting rule

* Fix formulas

* Reuse op results

* Const propagation for Div and Sqrt

* Explicitly use ONNXConstantOp

* Minor revise

* Const propagation for unsqueeze

* Do const propagationnce all tensors have inferred shapes

* LIT tests for fusion

* Add LIT tests for constant propagation on Div, Sqrt, and Unsqueeze

* Missing dash

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-08-18 16:41:40 +08:00
Tian Jin 38bd77e51a
Build llvm nightly prereq images & test onnx-mlir against it regularly. (#268)
* Create build-prereq-docker-x86-nightly.yml

* Update build-prereq-docker-x86-nightly.yml

* Update build-prereq-docker-x86-nightly.yml

* Update build-prereq-docker-x86-nightly.yml

* Update build-prereq-docker-x86-nightly.yml

* Update build-prereq-docker-x86-nightly.yml

* Create clone-mlir-master.sh

* Update build-prereq-docker-x86-nightly.yml

* Update prereq.s390x.Dockerfile

* trigger jenkins docker build on s390x

* Update prereq.s390x.Dockerfile

* Update build-prereq-docker-x86-nightly.yml

Run on a schedule (every sunday).

* Trigger jenkins

* Trigger jenkins build.

* check-mlir does not succeed

* Trigger jenkins

* Trigger Jenkins

* Trigger jenkins

* Enable nightly build.

* Update .travis.yml

* Using curly braces to prevent overparse.

* Specify base image as a build argument.

* Correct repo name.

* Build a regular x86 image.

* Resotre github action to build night images only.

* normalize amd64 -> x64.

* In ppc64le, select base image from arg

* Under amd64, choose base image from arg.

* Using export to make CPU_ARCH persist.

* Fix variable definition

* Fix bash script.

* Rename amd64.Dockerfile to x86.Dockerfile

* Allow failures when testing with nightly llvm.

* Nit.

* Fix allow_failures clause in Travis.

* Update .travis.yml

* typo fix: fase -> false
2020-08-18 08:59:50 +08:00
Tian Jin 09205f40f0
Update .travis.yml (#264) 2020-08-16 16:45:33 +08:00
Anh Leu 00299910f3
OneHotEncoder Shape Inference (#265)
* move scalerop to decompose

* change clang format

* change clang format

* add shape inference for scaler op

* fixing generated onnxop

* generate onnx.md

* redo get onnx.md and onnxop.td.inc using onnx 1.6

* Add shape inference for scaler op

* add benefit for scaler decompose and simplify scaler shape inference

* add scaler decompose benefit num and simplify shape inference

* add cast builder

* cast rewrite only for float

* add cast op same type rewrite rule

* working on cast lowering

* cast lowering working

* add cast lowering

* fix format

* Delete OpBuildTable.inc

* complete requested changes

Co-authored-by: chentong319 <chentong@us.ibm.com>
2020-08-14 16:13:31 -04:00
Gheorghe-Teodor Bercea d3dcee7366
Add krnl.dim operation and lowering pass (#261)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Add krnl.dim op.

* Add test with alloc with map.

* Code clean-up.

* Code clean-up.

* Add comment for function.

* Update DisconnectKrnlDimFromAlloc.cpp
2020-08-14 12:59:33 -04:00
Tung D. Le 1b42d0b4eb
Update LLVM commit ID to the version that corresponds to MLIR News, 13th edition (8/7/2020) (#248)
* Update LLVM commit ID to include to the new modeling of LLVM type in MLIR

* Fix commit id discrepancy

* Update README.md

* Update MLIR version

* Force rebuild prereq dockers and see what happens.

* Use LLVM commit ID that corresponds to MLIR News, 13th edition (8/7/2020)

Co-authored-by: Tian Jin <tjingrant@gmail.com>
2020-08-14 12:52:48 +08:00
Lsz c7b5eecc7f
Added builder case for int8 tensors in the dialect (#263) 2020-08-13 09:16:27 -04:00
Gheorghe-Teodor Bercea 2f41c2bf5b
Assorted fixes for memory pool related passes (#244)
* Reorganize main function.

* Follow review comments.

* Emit constants are globals in Krnl and LLVM dialects.

* Make mempooling more robust.

* Fix.

* Update MainUtils.cpp

Additional canonicalization not required anymore.
2020-08-11 17:34:59 -04:00