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[TOSA] Update type converter and unary ops #1553

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ghost
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@ghost ghost commented Jul 19, 2022

This PR serves the following purposes:

  • Update type converter to legalize valid TOSA types
  • Restructure ONNXToTOSA pass to align with other conversion passes
  • Support for onnx.Floor and onnx.Neg
  • LIT tests for unary ops

Signed-off-by: Philipp Braun [email protected]

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Can one of the admins verify this patch?

@AlexandreEichenberger
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@jenkins-droid test this please

@ghost ghost force-pushed the philippb.refactor_torch_to_tosa branch from b830326 to 6397a18 Compare July 20, 2022 07:59
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@ghost ghost force-pushed the philippb.refactor_torch_to_tosa branch from 6397a18 to c334758 Compare July 20, 2022 11:22
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Can one of the admins verify this patch?

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@jenkins-droid test this please

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Thanks for this starting contribution @BraunPhilipp!

The TOSA parts look great, except for the suggestion inline.

src/Conversion/ONNXToTOSA/Math/Elementwise.cpp Outdated Show resolved Hide resolved
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@chentong319 this pr use type conversions, since you just worked with this, you may want to give a look to this PR too... thanks

src/Conversion/ONNXToTOSA/Math/Elementwise.cpp Outdated Show resolved Hide resolved
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Can one of the admins verify this patch?

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@jenkins-droid test this please

@ghost ghost force-pushed the philippb.refactor_torch_to_tosa branch from 49ad859 to f8bdb7a Compare July 27, 2022 14:41
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ghost commented Jul 27, 2022

Thanks again @sjarus @AlexandreEichenberger for reviewing! I tried to address the comments (notifyMatchFailure + removal of macros) in the last commit. Not quite sure if it is possible to disable droid messages; they seem a bit disruptive. The current commits are again rebased on top of main; hopefully the right procedure. Please let me know in case this PR requires other changes.

@ghost ghost requested a review from AlexandreEichenberger July 27, 2022 14:48
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sjarus commented Jul 28, 2022

Thanks again @sjarus @AlexandreEichenberger for reviewing! I tried to address the comments (notifyMatchFailure + removal of macros) in the last commit. Not quite sure if it is possible to disable droid messages; they seem a bit disruptive. The current commits are again rebased on top of main; hopefully the right procedure. Please let me know in case this PR requires other changes.

The new version looks good functionally! But I think you may find in future that when similar fp-only ops are added - CeilOp for example - you'd be duplicating the specialization that would only differ in the src/dst op names.

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@BraunPhilipp please familiarize yourself with DCO. If you state here compliance with the policy, I will override the check for this PR, no need to do a new one.

From the bottom of our README:

ONNX-MLIR requires committers to sign their code using the Developer Certificate of Origin (DCO). Practically, each git commit needs to be signed, see here for specific instructions.

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PS: we have some network issues that result sometimes in jenkins failures. I will run it again, your PR is likely fine.

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@jenkins-droid test this please

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LGTM, again let me know if you want to change the template pattern or not.


namespace {

template <typename ONNXOpT, typename TOSAOpT>
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This template works well and I am not asking you to change the code.

You could still look at the template pattern we use in src/Conversion/Math/Elementwise.cpp where we use this:

template <>
struct ScalarOp<ONNXDivOp> {
  using FOp = arith::DivFOp;
  using IOp = arith::DivSIOp;
};

to reduce a bit on the redundant code that you have here. Let me know if you want to change it to that pattern. If not, I am fine accepting the PR as is with the understanding that if you add many more element wise op you would at least consider this pattern, if it fits your usage pattern.

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@BraunPhilipp please let me know if you want to further change the code, or if you want the code to land as is.

In all cases, you need to confirm here that you abided by the DCO requirements. Once you do so, I can override the DCO failure when merging with main.

Sorry for the late reply due to Europe's vacation season. Thank you for the template suggestion! I will update it this week and double check the DCO requirements.

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From Swizerland myself... vacations are important :-)

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@BraunPhilipp please let me know if you want to further change the code, or if you want the code to land as is.

In all cases, you need to confirm here that you abided by the DCO requirements. Once you do so, I can override the DCO failure when merging with main.

@ghost ghost force-pushed the philippb.refactor_torch_to_tosa branch from 59e583f to aac157c Compare September 23, 2022 17:58
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ghost commented Sep 23, 2022

@AlexandreEichenberger Sorry for the late reply! This turned out to be legally more challenging than expected.

I hereby confirm that I abided by the DCO requirements.

For the PR itself, I just rebased on top of main and tweaked the templating. Let me know if the implementation requires other changes. Further contributions should be smoother.

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updated branch to latest and started the CIs

@AlexandreEichenberger AlexandreEichenberger merged commit 64c3d18 into onnx:main Oct 3, 2022
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Jenkins Linux amd64 Build #7964 [push] [TOSA] Update type conve... started at 12:02

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Jenkins Linux s390x Build #7980 [push] [TOSA] Update type conve... started at 13:02

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Jenkins Linux ppc64le Build #7028 [push] [TOSA] Update type conve... started at 13:05

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Jenkins Linux amd64 Build #7964 [push] [TOSA] Update type conve... passed after 1 hr 9 min

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Jenkins Linux ppc64le Build #7028 [push] [TOSA] Update type conve... passed after 1 hr 35 min

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Jenkins Linux s390x Build #7980 [push] [TOSA] Update type conve... passed after 1 hr 57 min

maxbartel pushed a commit to ljfitz/onnx-mlir that referenced this pull request Oct 11, 2022
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
flemairen6 pushed a commit to ljfitz/onnx-mlir that referenced this pull request Oct 11, 2022
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
flemairen6 pushed a commit to ljfitz/onnx-mlir that referenced this pull request Oct 11, 2022
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
hamptonm1 added a commit that referenced this pull request Oct 11, 2022
* Update onnx-mlir product version

Signed-off-by: Megan Hampton <[email protected]>

* fix einsum decomposition bug (#1730)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update version to 0.3.1 (#1728)

Signed-off-by: Megan Hampton <[email protected]>

* Fix issues to compile Yolov3-12. (#1726)

Stop conversion to enable onnx.LeakyRelu on NNPA when the stickified layouts of input and output are not the same.
Signed-off-by: Yasushi Negishi <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* simplified if lowering (#1717)

borrowed ideas from ConvertTrivialIfToSelect from
https://github.com/llvm/llvm-project/blob/main/mlir/lib/Dialect/SCF/IR/SCF.cpp

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add definitions

Signed-off-by: Megan Hampton <[email protected]>

* parse string type from getTypeMap() (#1735)

added a parse lit test that passes with this fix

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix 2 compiler warnings (#1736)

* fix sprintf-is-deprecated clang warning

warning from Apple clang version 14.0.0 (clang-1400.0.29.201):
```
.../src/Conversion/ONNXToKrnl/PerfectHash.cpp:47:5: warning: 'sprintf' is deprecated: This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead. [-Wdeprecated-declarations]
    sprintf(str, "%lld", (long long)val);
/Library/Developer/CommandLineTools/SDKs/MacOSX13.0.sdk/usr/include/stdio.h:188:1: note: 'sprintf' has been explicitly marked deprecated here
__deprecated_msg("This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead.")
```

Signed-off-by: Soren Lassen <[email protected]>

* fix copy constructor warning

copied solution from InstrumentONNXPass.cpp

fixes compiler warning in Linux CI pipelines:
```
.../src/Transform/ONNX/ConvOpt.cpp: In copy constructor '{anonymous}::ConvOptONNXToONNXPass::ConvOptONNXToONNXPass(const {anonymous}::ConvOptONNXToONNXPass&)':
.../src/Transform/ONNX/ConvOpt.cpp:211:3: warning: base class 'class mlir::PassWrapper<{anonymous}::ConvOptONNXToONNXPass, mlir::OperationPass<mlir::func::FuncOp> >' should be explicitly initialized in the copy constructor [-Wextra]
   ConvOptONNXToONNXPass(const ConvOptONNXToONNXPass &pass) {}
```

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* cleanup some include files (#1733)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix remaining warnings on Windows and turn on warning-as-error (#1706)

This change applies the remaining fixes needed for warnings to be treated as errors on Windows and then turns them on on Windows only. Of particular interest are a couple of changes:

* The `check-docs` target needs an update to properly parse the directive even when it contains parenthesis in the path. For example: `C:/Program Files (x86)/Microsoft Visual Studio/Shared/Python39_64/python.exe`
* The Windows CI build now builds `onnx` first and then builds all of the targets that are enabled in onnx-mlir. This will make sure that no targets get missed
* The remaining warnings (4927) in `ConstProp.cpp` are fixed as well.

Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix synax

Signed-off-by: Megan Hampton <[email protected]>

* Simplify shape-related operations (#1695)

* Simplify shape-related operations

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* run-onnx-lib script and docs fixes (#1705)

* update documentation for build-run-onnx-lib.sh
* clarified Mac issue with running statically linked version in the directory where model library was built
* moved usage string up to the top of RunONNXLib.cpp, so it's visible next to the top of file block comment,
* allow llvm-project location to be set with LLVM_PROJECT, otherwise read from $MLIR_DIR if defined

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* remove initializedTensors map from ONNX parser (#1739)

instead insert a constant for each initializer in the frontend_symbols_
symbol map

this is better for several reasons:

1. initializedTensors were incorrectly visible to function bodies (in
   TryImportFunctionCallNode)

2. nested bindings didn't hide initializedTensors within their scope

3. it's more efficient to create a constant for each initializer once
   rather than every time an initializer is accessed

4. it's simpler to look up a single symbol mapping

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add decompositions for v11 split, squeeze, and unsqueeze (#1702)

* Add decompositions for v11 split, squeeze, and unsqueeze

Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>

* Fix lit test

Signed-off-by: Philip Lassen <[email protected]>

* Add lit tests

Signed-off-by: Philip Lassen <[email protected]>

* Delete unneccesary decomp for unsqueeze

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* factored input shaping into ModelInputShaper (#1740)

* factored input shaping into ModelInputShaper

this makes the it easier to read and understand the input shaping
logic and also makes the rest of the FrontendDialectTransformer
implementation shorter and easier to read

Signed-off-by: Soren Lassen <[email protected]>

* documented public methods

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Ingest all of Opset 16  (#1704)

* Ingest al of opset 16

Signed-off-by: Philip Lassen <[email protected]>

* Delete GridSample test which is no longer relevant

Signed-off-by: Philip Lassen <[email protected]>

* Use NullStringAttr insead of "none" string

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix onnx-mlir.py docker wrapper (#1734)

* Requiring input files to have known suffix (.onnx, .json, or .mlir) greatly
simplifies the onnx-mlir.py docker wrapper.

Signed-off-by: Gong Su <[email protected]>

* Return exit code

Signed-off-by: Gong Su <[email protected]>

* Add copyright notice

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update protobuf (#1747)

* Update to protobuf 3.20.2

Signed-off-by: Charles Volzka <[email protected]>

* Try 3.18.3

Signed-off-by: Charles Volzka <[email protected]>

Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add the product version and fix formatting

Signed-off-by: Megan Hampton <[email protected]>

* Make updates to product version

Signed-off-by: Megan Hampton <[email protected]>

* further updates

Signed-off-by: Megan Hampton <[email protected]>

* Add product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Removed the memory leaks directly in execution session (#1746)

* removed the memory leaks directly in execution session
Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add support for ArgMin (#1737)

* add support for ArgMin

Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Inclusive terminology update (#1750)

* Update `master` reference to `main` in onnx-mlir doc
* Update rapidcheck to newer commit with inclusive terminology changes
* Update benchmark to 1.6.2 with inclusive terminology changes
* Update pybind11 to 2.10 with inclusive terminology changes

Signed-off-by: Megan Hampton <[email protected]>

* Warning and instructions that --onnx-op-stats needs more than EmitONNXIR (#1719)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Move product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Remove comment

Signed-off-by: Megan Hampton <[email protected]>

* Output the product version for the compiler/version

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* setup.py install is deprecated, use pip install instead (#1752)

* setup.py install is deprecated, use pip install instead (see https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for more details).

Signed-off-by: Gong Su <[email protected]>

* - pip install doesn't work for protobuf, revert back to setup.py install
- use --cpp_implementation for better performance

Signed-off-by: Gong Su <[email protected]>

* Update Windows CI

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* adding reference to onnx-mlir-serving (#1745)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* [TOSA] Update type converter and unary ops (#1553)

Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Remove strip

Signed-off-by: Megan Hampton <[email protected]>

* Revert "Cleaned up commit of the InferTypes change. (#1753)"

This reverts commit d08c5ac.

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix for GatherND verifier (#1754)

Co-authored-by: Hadi Jooybar <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix OnnxBuilder::concat where axis was not used (#1759)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Simplify GatherOp when its inputs are dimensions (#1755)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Assign each question mark a unique negative integer value (#1757)

* Assign each question mark a unique negative integer value

Signed-off-by: Tung D. Le <[email protected]>

* Add a mutex to protect the counter

Signed-off-by: Tung D. Le <[email protected]>

* Using decrement

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Change the regex

Signed-off-by: Megan Hampton <[email protected]>

* Fix regex and display product numbers

Signed-off-by: Megan Hampton <[email protected]>

* normalize axis in ScatterElements verify (#1760)

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* redo ArrayRefOrSmallVector with enable_if (#1758)

closes #1729

* redo ArrayRefOrSmallVector with enable_if

attempt to address issue #1729: Build error on Linux

Signed-off-by: Soren Lassen <[email protected]>

* added @qedawkins fix: begin,end -> data,size

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Quinn Dawkins [email protected]
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Handle scalar tensor tensor<type> in SimplifyShapeRelatesOps pass (#1764)

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* namespace cleanup (#1763)

* namespace cleanup

removed `using namespace mlir` from ConstPropHelper.hpp and added
requisite `mlir::` and `llvm::` in header files to get everything
to compile again

also put ConstPropHelper definitions in namespace onnx_mlir

Signed-off-by: Soren Lassen <[email protected]>

* added more missing `mlir/llvm::`

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Signed-off-by: Megan Hampton <[email protected]>

Fix Clang format error

* Make use of the product vendor flag

Signed-off-by: Megan Hampton <[email protected]>

* Address feedback

Signed-off-by: Megan Hampton <[email protected]>

Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>
chentong319 added a commit to chentong319/onnx-mlir that referenced this pull request Oct 12, 2022
* Update onnx-mlir product version

Signed-off-by: Megan Hampton <[email protected]>

* fix einsum decomposition bug (onnx#1730)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update version to 0.3.1 (onnx#1728)

Signed-off-by: Megan Hampton <[email protected]>

* Fix issues to compile Yolov3-12. (onnx#1726)

Stop conversion to enable onnx.LeakyRelu on NNPA when the stickified layouts of input and output are not the same.
Signed-off-by: Yasushi Negishi <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* simplified if lowering (onnx#1717)

borrowed ideas from ConvertTrivialIfToSelect from
https://github.com/llvm/llvm-project/blob/main/mlir/lib/Dialect/SCF/IR/SCF.cpp

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add definitions

Signed-off-by: Megan Hampton <[email protected]>

* parse string type from getTypeMap() (onnx#1735)

added a parse lit test that passes with this fix

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix 2 compiler warnings (onnx#1736)

* fix sprintf-is-deprecated clang warning

warning from Apple clang version 14.0.0 (clang-1400.0.29.201):
```
.../src/Conversion/ONNXToKrnl/PerfectHash.cpp:47:5: warning: 'sprintf' is deprecated: This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead. [-Wdeprecated-declarations]
    sprintf(str, "%lld", (long long)val);
/Library/Developer/CommandLineTools/SDKs/MacOSX13.0.sdk/usr/include/stdio.h:188:1: note: 'sprintf' has been explicitly marked deprecated here
__deprecated_msg("This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead.")
```

Signed-off-by: Soren Lassen <[email protected]>

* fix copy constructor warning

copied solution from InstrumentONNXPass.cpp

fixes compiler warning in Linux CI pipelines:
```
.../src/Transform/ONNX/ConvOpt.cpp: In copy constructor '{anonymous}::ConvOptONNXToONNXPass::ConvOptONNXToONNXPass(const {anonymous}::ConvOptONNXToONNXPass&)':
.../src/Transform/ONNX/ConvOpt.cpp:211:3: warning: base class 'class mlir::PassWrapper<{anonymous}::ConvOptONNXToONNXPass, mlir::OperationPass<mlir::func::FuncOp> >' should be explicitly initialized in the copy constructor [-Wextra]
   ConvOptONNXToONNXPass(const ConvOptONNXToONNXPass &pass) {}
```

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* cleanup some include files (onnx#1733)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix remaining warnings on Windows and turn on warning-as-error (onnx#1706)

This change applies the remaining fixes needed for warnings to be treated as errors on Windows and then turns them on on Windows only. Of particular interest are a couple of changes:

* The `check-docs` target needs an update to properly parse the directive even when it contains parenthesis in the path. For example: `C:/Program Files (x86)/Microsoft Visual Studio/Shared/Python39_64/python.exe`
* The Windows CI build now builds `onnx` first and then builds all of the targets that are enabled in onnx-mlir. This will make sure that no targets get missed
* The remaining warnings (4927) in `ConstProp.cpp` are fixed as well.

Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix synax

Signed-off-by: Megan Hampton <[email protected]>

* Simplify shape-related operations (onnx#1695)

* Simplify shape-related operations

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* run-onnx-lib script and docs fixes (onnx#1705)

* update documentation for build-run-onnx-lib.sh
* clarified Mac issue with running statically linked version in the directory where model library was built
* moved usage string up to the top of RunONNXLib.cpp, so it's visible next to the top of file block comment,
* allow llvm-project location to be set with LLVM_PROJECT, otherwise read from $MLIR_DIR if defined

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* remove initializedTensors map from ONNX parser (onnx#1739)

instead insert a constant for each initializer in the frontend_symbols_
symbol map

this is better for several reasons:

1. initializedTensors were incorrectly visible to function bodies (in
   TryImportFunctionCallNode)

2. nested bindings didn't hide initializedTensors within their scope

3. it's more efficient to create a constant for each initializer once
   rather than every time an initializer is accessed

4. it's simpler to look up a single symbol mapping

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add decompositions for v11 split, squeeze, and unsqueeze (onnx#1702)

* Add decompositions for v11 split, squeeze, and unsqueeze

Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>

* Fix lit test

Signed-off-by: Philip Lassen <[email protected]>

* Add lit tests

Signed-off-by: Philip Lassen <[email protected]>

* Delete unneccesary decomp for unsqueeze

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* factored input shaping into ModelInputShaper (onnx#1740)

* factored input shaping into ModelInputShaper

this makes the it easier to read and understand the input shaping
logic and also makes the rest of the FrontendDialectTransformer
implementation shorter and easier to read

Signed-off-by: Soren Lassen <[email protected]>

* documented public methods

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Ingest all of Opset 16  (onnx#1704)

* Ingest al of opset 16

Signed-off-by: Philip Lassen <[email protected]>

* Delete GridSample test which is no longer relevant

Signed-off-by: Philip Lassen <[email protected]>

* Use NullStringAttr insead of "none" string

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix onnx-mlir.py docker wrapper (onnx#1734)

* Requiring input files to have known suffix (.onnx, .json, or .mlir) greatly
simplifies the onnx-mlir.py docker wrapper.

Signed-off-by: Gong Su <[email protected]>

* Return exit code

Signed-off-by: Gong Su <[email protected]>

* Add copyright notice

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update protobuf (onnx#1747)

* Update to protobuf 3.20.2

Signed-off-by: Charles Volzka <[email protected]>

* Try 3.18.3

Signed-off-by: Charles Volzka <[email protected]>

Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add the product version and fix formatting

Signed-off-by: Megan Hampton <[email protected]>

* Make updates to product version

Signed-off-by: Megan Hampton <[email protected]>

* further updates

Signed-off-by: Megan Hampton <[email protected]>

* Add product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Removed the memory leaks directly in execution session (onnx#1746)

* removed the memory leaks directly in execution session
Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add support for ArgMin (onnx#1737)

* add support for ArgMin

Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Inclusive terminology update (onnx#1750)

* Update `master` reference to `main` in onnx-mlir doc
* Update rapidcheck to newer commit with inclusive terminology changes
* Update benchmark to 1.6.2 with inclusive terminology changes
* Update pybind11 to 2.10 with inclusive terminology changes

Signed-off-by: Megan Hampton <[email protected]>

* Warning and instructions that --onnx-op-stats needs more than EmitONNXIR (onnx#1719)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Move product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Remove comment

Signed-off-by: Megan Hampton <[email protected]>

* Output the product version for the compiler/version

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* setup.py install is deprecated, use pip install instead (onnx#1752)

* setup.py install is deprecated, use pip install instead (see https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for more details).

Signed-off-by: Gong Su <[email protected]>

* - pip install doesn't work for protobuf, revert back to setup.py install
- use --cpp_implementation for better performance

Signed-off-by: Gong Su <[email protected]>

* Update Windows CI

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* adding reference to onnx-mlir-serving (onnx#1745)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* [TOSA] Update type converter and unary ops (onnx#1553)

Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Remove strip

Signed-off-by: Megan Hampton <[email protected]>

* Revert "Cleaned up commit of the InferTypes change. (onnx#1753)"

This reverts commit d08c5ac.

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix for GatherND verifier (onnx#1754)

Co-authored-by: Hadi Jooybar <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix OnnxBuilder::concat where axis was not used (onnx#1759)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Simplify GatherOp when its inputs are dimensions (onnx#1755)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Assign each question mark a unique negative integer value (onnx#1757)

* Assign each question mark a unique negative integer value

Signed-off-by: Tung D. Le <[email protected]>

* Add a mutex to protect the counter

Signed-off-by: Tung D. Le <[email protected]>

* Using decrement

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Change the regex

Signed-off-by: Megan Hampton <[email protected]>

* Fix regex and display product numbers

Signed-off-by: Megan Hampton <[email protected]>

* normalize axis in ScatterElements verify (onnx#1760)

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* redo ArrayRefOrSmallVector with enable_if (onnx#1758)

closes onnx#1729

* redo ArrayRefOrSmallVector with enable_if

attempt to address issue onnx#1729: Build error on Linux

Signed-off-by: Soren Lassen <[email protected]>

* added @qedawkins fix: begin,end -> data,size

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Quinn Dawkins [email protected]
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Handle scalar tensor tensor<type> in SimplifyShapeRelatesOps pass (onnx#1764)

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* namespace cleanup (onnx#1763)

* namespace cleanup

removed `using namespace mlir` from ConstPropHelper.hpp and added
requisite `mlir::` and `llvm::` in header files to get everything
to compile again

also put ConstPropHelper definitions in namespace onnx_mlir

Signed-off-by: Soren Lassen <[email protected]>

* added more missing `mlir/llvm::`

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Signed-off-by: Megan Hampton <[email protected]>

Fix Clang format error

* Make use of the product vendor flag

Signed-off-by: Megan Hampton <[email protected]>

* Address feedback

Signed-off-by: Megan Hampton <[email protected]>

Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>
chentong319 added a commit that referenced this pull request Oct 13, 2022
* update shape inference and test

Signed-off-by: chentong319 <[email protected]>

* lowering

Signed-off-by: chentong319 <[email protected]>

* lowering

Signed-off-by: chentong319 <[email protected]>

* Update onnx-mlir product version (#1727)

* Update onnx-mlir product version

Signed-off-by: Megan Hampton <[email protected]>

* fix einsum decomposition bug (#1730)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update version to 0.3.1 (#1728)

Signed-off-by: Megan Hampton <[email protected]>

* Fix issues to compile Yolov3-12. (#1726)

Stop conversion to enable onnx.LeakyRelu on NNPA when the stickified layouts of input and output are not the same.
Signed-off-by: Yasushi Negishi <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* simplified if lowering (#1717)

borrowed ideas from ConvertTrivialIfToSelect from
https://github.com/llvm/llvm-project/blob/main/mlir/lib/Dialect/SCF/IR/SCF.cpp

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add definitions

Signed-off-by: Megan Hampton <[email protected]>

* parse string type from getTypeMap() (#1735)

added a parse lit test that passes with this fix

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix 2 compiler warnings (#1736)

* fix sprintf-is-deprecated clang warning

warning from Apple clang version 14.0.0 (clang-1400.0.29.201):
```
.../src/Conversion/ONNXToKrnl/PerfectHash.cpp:47:5: warning: 'sprintf' is deprecated: This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead. [-Wdeprecated-declarations]
    sprintf(str, "%lld", (long long)val);
/Library/Developer/CommandLineTools/SDKs/MacOSX13.0.sdk/usr/include/stdio.h:188:1: note: 'sprintf' has been explicitly marked deprecated here
__deprecated_msg("This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead.")
```

Signed-off-by: Soren Lassen <[email protected]>

* fix copy constructor warning

copied solution from InstrumentONNXPass.cpp

fixes compiler warning in Linux CI pipelines:
```
.../src/Transform/ONNX/ConvOpt.cpp: In copy constructor '{anonymous}::ConvOptONNXToONNXPass::ConvOptONNXToONNXPass(const {anonymous}::ConvOptONNXToONNXPass&)':
.../src/Transform/ONNX/ConvOpt.cpp:211:3: warning: base class 'class mlir::PassWrapper<{anonymous}::ConvOptONNXToONNXPass, mlir::OperationPass<mlir::func::FuncOp> >' should be explicitly initialized in the copy constructor [-Wextra]
   ConvOptONNXToONNXPass(const ConvOptONNXToONNXPass &pass) {}
```

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* cleanup some include files (#1733)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix remaining warnings on Windows and turn on warning-as-error (#1706)

This change applies the remaining fixes needed for warnings to be treated as errors on Windows and then turns them on on Windows only. Of particular interest are a couple of changes:

* The `check-docs` target needs an update to properly parse the directive even when it contains parenthesis in the path. For example: `C:/Program Files (x86)/Microsoft Visual Studio/Shared/Python39_64/python.exe`
* The Windows CI build now builds `onnx` first and then builds all of the targets that are enabled in onnx-mlir. This will make sure that no targets get missed
* The remaining warnings (4927) in `ConstProp.cpp` are fixed as well.

Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix synax

Signed-off-by: Megan Hampton <[email protected]>

* Simplify shape-related operations (#1695)

* Simplify shape-related operations

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* run-onnx-lib script and docs fixes (#1705)

* update documentation for build-run-onnx-lib.sh
* clarified Mac issue with running statically linked version in the directory where model library was built
* moved usage string up to the top of RunONNXLib.cpp, so it's visible next to the top of file block comment,
* allow llvm-project location to be set with LLVM_PROJECT, otherwise read from $MLIR_DIR if defined

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* remove initializedTensors map from ONNX parser (#1739)

instead insert a constant for each initializer in the frontend_symbols_
symbol map

this is better for several reasons:

1. initializedTensors were incorrectly visible to function bodies (in
   TryImportFunctionCallNode)

2. nested bindings didn't hide initializedTensors within their scope

3. it's more efficient to create a constant for each initializer once
   rather than every time an initializer is accessed

4. it's simpler to look up a single symbol mapping

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add decompositions for v11 split, squeeze, and unsqueeze (#1702)

* Add decompositions for v11 split, squeeze, and unsqueeze

Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>

* Fix lit test

Signed-off-by: Philip Lassen <[email protected]>

* Add lit tests

Signed-off-by: Philip Lassen <[email protected]>

* Delete unneccesary decomp for unsqueeze

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* factored input shaping into ModelInputShaper (#1740)

* factored input shaping into ModelInputShaper

this makes the it easier to read and understand the input shaping
logic and also makes the rest of the FrontendDialectTransformer
implementation shorter and easier to read

Signed-off-by: Soren Lassen <[email protected]>

* documented public methods

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Ingest all of Opset 16  (#1704)

* Ingest al of opset 16

Signed-off-by: Philip Lassen <[email protected]>

* Delete GridSample test which is no longer relevant

Signed-off-by: Philip Lassen <[email protected]>

* Use NullStringAttr insead of "none" string

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix onnx-mlir.py docker wrapper (#1734)

* Requiring input files to have known suffix (.onnx, .json, or .mlir) greatly
simplifies the onnx-mlir.py docker wrapper.

Signed-off-by: Gong Su <[email protected]>

* Return exit code

Signed-off-by: Gong Su <[email protected]>

* Add copyright notice

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update protobuf (#1747)

* Update to protobuf 3.20.2

Signed-off-by: Charles Volzka <[email protected]>

* Try 3.18.3

Signed-off-by: Charles Volzka <[email protected]>

Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add the product version and fix formatting

Signed-off-by: Megan Hampton <[email protected]>

* Make updates to product version

Signed-off-by: Megan Hampton <[email protected]>

* further updates

Signed-off-by: Megan Hampton <[email protected]>

* Add product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Removed the memory leaks directly in execution session (#1746)

* removed the memory leaks directly in execution session
Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add support for ArgMin (#1737)

* add support for ArgMin

Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Inclusive terminology update (#1750)

* Update `master` reference to `main` in onnx-mlir doc
* Update rapidcheck to newer commit with inclusive terminology changes
* Update benchmark to 1.6.2 with inclusive terminology changes
* Update pybind11 to 2.10 with inclusive terminology changes

Signed-off-by: Megan Hampton <[email protected]>

* Warning and instructions that --onnx-op-stats needs more than EmitONNXIR (#1719)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Move product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Remove comment

Signed-off-by: Megan Hampton <[email protected]>

* Output the product version for the compiler/version

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* setup.py install is deprecated, use pip install instead (#1752)

* setup.py install is deprecated, use pip install instead (see https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for more details).

Signed-off-by: Gong Su <[email protected]>

* - pip install doesn't work for protobuf, revert back to setup.py install
- use --cpp_implementation for better performance

Signed-off-by: Gong Su <[email protected]>

* Update Windows CI

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* adding reference to onnx-mlir-serving (#1745)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* [TOSA] Update type converter and unary ops (#1553)

Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Remove strip

Signed-off-by: Megan Hampton <[email protected]>

* Revert "Cleaned up commit of the InferTypes change. (#1753)"

This reverts commit d08c5ac.

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix for GatherND verifier (#1754)

Co-authored-by: Hadi Jooybar <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix OnnxBuilder::concat where axis was not used (#1759)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Simplify GatherOp when its inputs are dimensions (#1755)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Assign each question mark a unique negative integer value (#1757)

* Assign each question mark a unique negative integer value

Signed-off-by: Tung D. Le <[email protected]>

* Add a mutex to protect the counter

Signed-off-by: Tung D. Le <[email protected]>

* Using decrement

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Change the regex

Signed-off-by: Megan Hampton <[email protected]>

* Fix regex and display product numbers

Signed-off-by: Megan Hampton <[email protected]>

* normalize axis in ScatterElements verify (#1760)

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* redo ArrayRefOrSmallVector with enable_if (#1758)

closes #1729

* redo ArrayRefOrSmallVector with enable_if

attempt to address issue #1729: Build error on Linux

Signed-off-by: Soren Lassen <[email protected]>

* added @qedawkins fix: begin,end -> data,size

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Quinn Dawkins [email protected]
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Handle scalar tensor tensor<type> in SimplifyShapeRelatesOps pass (#1764)

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* namespace cleanup (#1763)

* namespace cleanup

removed `using namespace mlir` from ConstPropHelper.hpp and added
requisite `mlir::` and `llvm::` in header files to get everything
to compile again

also put ConstPropHelper definitions in namespace onnx_mlir

Signed-off-by: Soren Lassen <[email protected]>

* added more missing `mlir/llvm::`

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Signed-off-by: Megan Hampton <[email protected]>

Fix Clang format error

* Make use of the product vendor flag

Signed-off-by: Megan Hampton <[email protected]>

* Address feedback

Signed-off-by: Megan Hampton <[email protected]>

Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>

* different initial

Signed-off-by: chentong319 <[email protected]>

Signed-off-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: hamptonm1 <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>
gargaroff pushed a commit to ljfitz/onnx-mlir that referenced this pull request Nov 3, 2022
* Update onnx-mlir product version

Signed-off-by: Megan Hampton <[email protected]>

* fix einsum decomposition bug (onnx#1730)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update version to 0.3.1 (onnx#1728)

Signed-off-by: Megan Hampton <[email protected]>

* Fix issues to compile Yolov3-12. (onnx#1726)

Stop conversion to enable onnx.LeakyRelu on NNPA when the stickified layouts of input and output are not the same.
Signed-off-by: Yasushi Negishi <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* simplified if lowering (onnx#1717)

borrowed ideas from ConvertTrivialIfToSelect from
https://github.com/llvm/llvm-project/blob/main/mlir/lib/Dialect/SCF/IR/SCF.cpp

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add definitions

Signed-off-by: Megan Hampton <[email protected]>

* parse string type from getTypeMap() (onnx#1735)

added a parse lit test that passes with this fix

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix 2 compiler warnings (onnx#1736)

* fix sprintf-is-deprecated clang warning

warning from Apple clang version 14.0.0 (clang-1400.0.29.201):
```
.../src/Conversion/ONNXToKrnl/PerfectHash.cpp:47:5: warning: 'sprintf' is deprecated: This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead. [-Wdeprecated-declarations]
    sprintf(str, "%lld", (long long)val);
/Library/Developer/CommandLineTools/SDKs/MacOSX13.0.sdk/usr/include/stdio.h:188:1: note: 'sprintf' has been explicitly marked deprecated here
__deprecated_msg("This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead.")
```

Signed-off-by: Soren Lassen <[email protected]>

* fix copy constructor warning

copied solution from InstrumentONNXPass.cpp

fixes compiler warning in Linux CI pipelines:
```
.../src/Transform/ONNX/ConvOpt.cpp: In copy constructor '{anonymous}::ConvOptONNXToONNXPass::ConvOptONNXToONNXPass(const {anonymous}::ConvOptONNXToONNXPass&)':
.../src/Transform/ONNX/ConvOpt.cpp:211:3: warning: base class 'class mlir::PassWrapper<{anonymous}::ConvOptONNXToONNXPass, mlir::OperationPass<mlir::func::FuncOp> >' should be explicitly initialized in the copy constructor [-Wextra]
   ConvOptONNXToONNXPass(const ConvOptONNXToONNXPass &pass) {}
```

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* cleanup some include files (onnx#1733)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix remaining warnings on Windows and turn on warning-as-error (onnx#1706)

This change applies the remaining fixes needed for warnings to be treated as errors on Windows and then turns them on on Windows only. Of particular interest are a couple of changes:

* The `check-docs` target needs an update to properly parse the directive even when it contains parenthesis in the path. For example: `C:/Program Files (x86)/Microsoft Visual Studio/Shared/Python39_64/python.exe`
* The Windows CI build now builds `onnx` first and then builds all of the targets that are enabled in onnx-mlir. This will make sure that no targets get missed
* The remaining warnings (4927) in `ConstProp.cpp` are fixed as well.

Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix synax

Signed-off-by: Megan Hampton <[email protected]>

* Simplify shape-related operations (onnx#1695)

* Simplify shape-related operations

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* run-onnx-lib script and docs fixes (onnx#1705)

* update documentation for build-run-onnx-lib.sh
* clarified Mac issue with running statically linked version in the directory where model library was built
* moved usage string up to the top of RunONNXLib.cpp, so it's visible next to the top of file block comment,
* allow llvm-project location to be set with LLVM_PROJECT, otherwise read from $MLIR_DIR if defined

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* remove initializedTensors map from ONNX parser (onnx#1739)

instead insert a constant for each initializer in the frontend_symbols_
symbol map

this is better for several reasons:

1. initializedTensors were incorrectly visible to function bodies (in
   TryImportFunctionCallNode)

2. nested bindings didn't hide initializedTensors within their scope

3. it's more efficient to create a constant for each initializer once
   rather than every time an initializer is accessed

4. it's simpler to look up a single symbol mapping

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add decompositions for v11 split, squeeze, and unsqueeze (onnx#1702)

* Add decompositions for v11 split, squeeze, and unsqueeze

Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>

* Fix lit test

Signed-off-by: Philip Lassen <[email protected]>

* Add lit tests

Signed-off-by: Philip Lassen <[email protected]>

* Delete unneccesary decomp for unsqueeze

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* factored input shaping into ModelInputShaper (onnx#1740)

* factored input shaping into ModelInputShaper

this makes the it easier to read and understand the input shaping
logic and also makes the rest of the FrontendDialectTransformer
implementation shorter and easier to read

Signed-off-by: Soren Lassen <[email protected]>

* documented public methods

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Ingest all of Opset 16  (onnx#1704)

* Ingest al of opset 16

Signed-off-by: Philip Lassen <[email protected]>

* Delete GridSample test which is no longer relevant

Signed-off-by: Philip Lassen <[email protected]>

* Use NullStringAttr insead of "none" string

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix onnx-mlir.py docker wrapper (onnx#1734)

* Requiring input files to have known suffix (.onnx, .json, or .mlir) greatly
simplifies the onnx-mlir.py docker wrapper.

Signed-off-by: Gong Su <[email protected]>

* Return exit code

Signed-off-by: Gong Su <[email protected]>

* Add copyright notice

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update protobuf (onnx#1747)

* Update to protobuf 3.20.2

Signed-off-by: Charles Volzka <[email protected]>

* Try 3.18.3

Signed-off-by: Charles Volzka <[email protected]>

Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add the product version and fix formatting

Signed-off-by: Megan Hampton <[email protected]>

* Make updates to product version

Signed-off-by: Megan Hampton <[email protected]>

* further updates

Signed-off-by: Megan Hampton <[email protected]>

* Add product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Removed the memory leaks directly in execution session (onnx#1746)

* removed the memory leaks directly in execution session
Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add support for ArgMin (onnx#1737)

* add support for ArgMin

Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Inclusive terminology update (onnx#1750)

* Update `master` reference to `main` in onnx-mlir doc
* Update rapidcheck to newer commit with inclusive terminology changes
* Update benchmark to 1.6.2 with inclusive terminology changes
* Update pybind11 to 2.10 with inclusive terminology changes

Signed-off-by: Megan Hampton <[email protected]>

* Warning and instructions that --onnx-op-stats needs more than EmitONNXIR (onnx#1719)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Move product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Remove comment

Signed-off-by: Megan Hampton <[email protected]>

* Output the product version for the compiler/version

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* setup.py install is deprecated, use pip install instead (onnx#1752)

* setup.py install is deprecated, use pip install instead (see https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for more details).

Signed-off-by: Gong Su <[email protected]>

* - pip install doesn't work for protobuf, revert back to setup.py install
- use --cpp_implementation for better performance

Signed-off-by: Gong Su <[email protected]>

* Update Windows CI

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* adding reference to onnx-mlir-serving (onnx#1745)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* [TOSA] Update type converter and unary ops (onnx#1553)

Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Remove strip

Signed-off-by: Megan Hampton <[email protected]>

* Revert "Cleaned up commit of the InferTypes change. (onnx#1753)"

This reverts commit d08c5ac.

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix for GatherND verifier (onnx#1754)

Co-authored-by: Hadi Jooybar <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix OnnxBuilder::concat where axis was not used (onnx#1759)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Simplify GatherOp when its inputs are dimensions (onnx#1755)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Assign each question mark a unique negative integer value (onnx#1757)

* Assign each question mark a unique negative integer value

Signed-off-by: Tung D. Le <[email protected]>

* Add a mutex to protect the counter

Signed-off-by: Tung D. Le <[email protected]>

* Using decrement

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Change the regex

Signed-off-by: Megan Hampton <[email protected]>

* Fix regex and display product numbers

Signed-off-by: Megan Hampton <[email protected]>

* normalize axis in ScatterElements verify (onnx#1760)

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* redo ArrayRefOrSmallVector with enable_if (onnx#1758)

closes onnx#1729

* redo ArrayRefOrSmallVector with enable_if

attempt to address issue onnx#1729: Build error on Linux

Signed-off-by: Soren Lassen <[email protected]>

* added @qedawkins fix: begin,end -> data,size

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Quinn Dawkins [email protected]
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Handle scalar tensor tensor<type> in SimplifyShapeRelatesOps pass (onnx#1764)

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* namespace cleanup (onnx#1763)

* namespace cleanup

removed `using namespace mlir` from ConstPropHelper.hpp and added
requisite `mlir::` and `llvm::` in header files to get everything
to compile again

also put ConstPropHelper definitions in namespace onnx_mlir

Signed-off-by: Soren Lassen <[email protected]>

* added more missing `mlir/llvm::`

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Signed-off-by: Megan Hampton <[email protected]>

Fix Clang format error

* Make use of the product vendor flag

Signed-off-by: Megan Hampton <[email protected]>

* Address feedback

Signed-off-by: Megan Hampton <[email protected]>

Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>
gargaroff pushed a commit to ljfitz/onnx-mlir that referenced this pull request Nov 3, 2022
* update shape inference and test

Signed-off-by: chentong319 <[email protected]>

* lowering

Signed-off-by: chentong319 <[email protected]>

* lowering

Signed-off-by: chentong319 <[email protected]>

* Update onnx-mlir product version (onnx#1727)

* Update onnx-mlir product version

Signed-off-by: Megan Hampton <[email protected]>

* fix einsum decomposition bug (onnx#1730)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update version to 0.3.1 (onnx#1728)

Signed-off-by: Megan Hampton <[email protected]>

* Fix issues to compile Yolov3-12. (onnx#1726)

Stop conversion to enable onnx.LeakyRelu on NNPA when the stickified layouts of input and output are not the same.
Signed-off-by: Yasushi Negishi <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* simplified if lowering (onnx#1717)

borrowed ideas from ConvertTrivialIfToSelect from
https://github.com/llvm/llvm-project/blob/main/mlir/lib/Dialect/SCF/IR/SCF.cpp

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add definitions

Signed-off-by: Megan Hampton <[email protected]>

* parse string type from getTypeMap() (onnx#1735)

added a parse lit test that passes with this fix

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix 2 compiler warnings (onnx#1736)

* fix sprintf-is-deprecated clang warning

warning from Apple clang version 14.0.0 (clang-1400.0.29.201):
```
.../src/Conversion/ONNXToKrnl/PerfectHash.cpp:47:5: warning: 'sprintf' is deprecated: This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead. [-Wdeprecated-declarations]
    sprintf(str, "%lld", (long long)val);
/Library/Developer/CommandLineTools/SDKs/MacOSX13.0.sdk/usr/include/stdio.h:188:1: note: 'sprintf' has been explicitly marked deprecated here
__deprecated_msg("This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead.")
```

Signed-off-by: Soren Lassen <[email protected]>

* fix copy constructor warning

copied solution from InstrumentONNXPass.cpp

fixes compiler warning in Linux CI pipelines:
```
.../src/Transform/ONNX/ConvOpt.cpp: In copy constructor '{anonymous}::ConvOptONNXToONNXPass::ConvOptONNXToONNXPass(const {anonymous}::ConvOptONNXToONNXPass&)':
.../src/Transform/ONNX/ConvOpt.cpp:211:3: warning: base class 'class mlir::PassWrapper<{anonymous}::ConvOptONNXToONNXPass, mlir::OperationPass<mlir::func::FuncOp> >' should be explicitly initialized in the copy constructor [-Wextra]
   ConvOptONNXToONNXPass(const ConvOptONNXToONNXPass &pass) {}
```

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* cleanup some include files (onnx#1733)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix remaining warnings on Windows and turn on warning-as-error (onnx#1706)

This change applies the remaining fixes needed for warnings to be treated as errors on Windows and then turns them on on Windows only. Of particular interest are a couple of changes:

* The `check-docs` target needs an update to properly parse the directive even when it contains parenthesis in the path. For example: `C:/Program Files (x86)/Microsoft Visual Studio/Shared/Python39_64/python.exe`
* The Windows CI build now builds `onnx` first and then builds all of the targets that are enabled in onnx-mlir. This will make sure that no targets get missed
* The remaining warnings (4927) in `ConstProp.cpp` are fixed as well.

Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix synax

Signed-off-by: Megan Hampton <[email protected]>

* Simplify shape-related operations (onnx#1695)

* Simplify shape-related operations

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* run-onnx-lib script and docs fixes (onnx#1705)

* update documentation for build-run-onnx-lib.sh
* clarified Mac issue with running statically linked version in the directory where model library was built
* moved usage string up to the top of RunONNXLib.cpp, so it's visible next to the top of file block comment,
* allow llvm-project location to be set with LLVM_PROJECT, otherwise read from $MLIR_DIR if defined

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* remove initializedTensors map from ONNX parser (onnx#1739)

instead insert a constant for each initializer in the frontend_symbols_
symbol map

this is better for several reasons:

1. initializedTensors were incorrectly visible to function bodies (in
   TryImportFunctionCallNode)

2. nested bindings didn't hide initializedTensors within their scope

3. it's more efficient to create a constant for each initializer once
   rather than every time an initializer is accessed

4. it's simpler to look up a single symbol mapping

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add decompositions for v11 split, squeeze, and unsqueeze (onnx#1702)

* Add decompositions for v11 split, squeeze, and unsqueeze

Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>

* Fix lit test

Signed-off-by: Philip Lassen <[email protected]>

* Add lit tests

Signed-off-by: Philip Lassen <[email protected]>

* Delete unneccesary decomp for unsqueeze

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* factored input shaping into ModelInputShaper (onnx#1740)

* factored input shaping into ModelInputShaper

this makes the it easier to read and understand the input shaping
logic and also makes the rest of the FrontendDialectTransformer
implementation shorter and easier to read

Signed-off-by: Soren Lassen <[email protected]>

* documented public methods

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Ingest all of Opset 16  (onnx#1704)

* Ingest al of opset 16

Signed-off-by: Philip Lassen <[email protected]>

* Delete GridSample test which is no longer relevant

Signed-off-by: Philip Lassen <[email protected]>

* Use NullStringAttr insead of "none" string

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix onnx-mlir.py docker wrapper (onnx#1734)

* Requiring input files to have known suffix (.onnx, .json, or .mlir) greatly
simplifies the onnx-mlir.py docker wrapper.

Signed-off-by: Gong Su <[email protected]>

* Return exit code

Signed-off-by: Gong Su <[email protected]>

* Add copyright notice

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update protobuf (onnx#1747)

* Update to protobuf 3.20.2

Signed-off-by: Charles Volzka <[email protected]>

* Try 3.18.3

Signed-off-by: Charles Volzka <[email protected]>

Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add the product version and fix formatting

Signed-off-by: Megan Hampton <[email protected]>

* Make updates to product version

Signed-off-by: Megan Hampton <[email protected]>

* further updates

Signed-off-by: Megan Hampton <[email protected]>

* Add product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Removed the memory leaks directly in execution session (onnx#1746)

* removed the memory leaks directly in execution session
Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add support for ArgMin (onnx#1737)

* add support for ArgMin

Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Inclusive terminology update (onnx#1750)

* Update `master` reference to `main` in onnx-mlir doc
* Update rapidcheck to newer commit with inclusive terminology changes
* Update benchmark to 1.6.2 with inclusive terminology changes
* Update pybind11 to 2.10 with inclusive terminology changes

Signed-off-by: Megan Hampton <[email protected]>

* Warning and instructions that --onnx-op-stats needs more than EmitONNXIR (onnx#1719)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Move product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Remove comment

Signed-off-by: Megan Hampton <[email protected]>

* Output the product version for the compiler/version

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* setup.py install is deprecated, use pip install instead (onnx#1752)

* setup.py install is deprecated, use pip install instead (see https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for more details).

Signed-off-by: Gong Su <[email protected]>

* - pip install doesn't work for protobuf, revert back to setup.py install
- use --cpp_implementation for better performance

Signed-off-by: Gong Su <[email protected]>

* Update Windows CI

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* adding reference to onnx-mlir-serving (onnx#1745)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* [TOSA] Update type converter and unary ops (onnx#1553)

Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Remove strip

Signed-off-by: Megan Hampton <[email protected]>

* Revert "Cleaned up commit of the InferTypes change. (onnx#1753)"

This reverts commit d08c5ac.

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix for GatherND verifier (onnx#1754)

Co-authored-by: Hadi Jooybar <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix OnnxBuilder::concat where axis was not used (onnx#1759)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Simplify GatherOp when its inputs are dimensions (onnx#1755)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Assign each question mark a unique negative integer value (onnx#1757)

* Assign each question mark a unique negative integer value

Signed-off-by: Tung D. Le <[email protected]>

* Add a mutex to protect the counter

Signed-off-by: Tung D. Le <[email protected]>

* Using decrement

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Change the regex

Signed-off-by: Megan Hampton <[email protected]>

* Fix regex and display product numbers

Signed-off-by: Megan Hampton <[email protected]>

* normalize axis in ScatterElements verify (onnx#1760)

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* redo ArrayRefOrSmallVector with enable_if (onnx#1758)

closes onnx#1729

* redo ArrayRefOrSmallVector with enable_if

attempt to address issue onnx#1729: Build error on Linux

Signed-off-by: Soren Lassen <[email protected]>

* added @qedawkins fix: begin,end -> data,size

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Quinn Dawkins [email protected]
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Handle scalar tensor tensor<type> in SimplifyShapeRelatesOps pass (onnx#1764)

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* namespace cleanup (onnx#1763)

* namespace cleanup

removed `using namespace mlir` from ConstPropHelper.hpp and added
requisite `mlir::` and `llvm::` in header files to get everything
to compile again

also put ConstPropHelper definitions in namespace onnx_mlir

Signed-off-by: Soren Lassen <[email protected]>

* added more missing `mlir/llvm::`

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Signed-off-by: Megan Hampton <[email protected]>

Fix Clang format error

* Make use of the product vendor flag

Signed-off-by: Megan Hampton <[email protected]>

* Address feedback

Signed-off-by: Megan Hampton <[email protected]>

Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>

* different initial

Signed-off-by: chentong319 <[email protected]>

Signed-off-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: hamptonm1 <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>
gargaroff pushed a commit to ljfitz/onnx-mlir that referenced this pull request Nov 8, 2022
* Update onnx-mlir product version

Signed-off-by: Megan Hampton <[email protected]>

* fix einsum decomposition bug (onnx#1730)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update version to 0.3.1 (onnx#1728)

Signed-off-by: Megan Hampton <[email protected]>

* Fix issues to compile Yolov3-12. (onnx#1726)

Stop conversion to enable onnx.LeakyRelu on NNPA when the stickified layouts of input and output are not the same.
Signed-off-by: Yasushi Negishi <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* simplified if lowering (onnx#1717)

borrowed ideas from ConvertTrivialIfToSelect from
https://github.com/llvm/llvm-project/blob/main/mlir/lib/Dialect/SCF/IR/SCF.cpp

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add definitions

Signed-off-by: Megan Hampton <[email protected]>

* parse string type from getTypeMap() (onnx#1735)

added a parse lit test that passes with this fix

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix 2 compiler warnings (onnx#1736)

* fix sprintf-is-deprecated clang warning

warning from Apple clang version 14.0.0 (clang-1400.0.29.201):
```
.../src/Conversion/ONNXToKrnl/PerfectHash.cpp:47:5: warning: 'sprintf' is deprecated: This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead. [-Wdeprecated-declarations]
    sprintf(str, "%lld", (long long)val);
/Library/Developer/CommandLineTools/SDKs/MacOSX13.0.sdk/usr/include/stdio.h:188:1: note: 'sprintf' has been explicitly marked deprecated here
__deprecated_msg("This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead.")
```

Signed-off-by: Soren Lassen <[email protected]>

* fix copy constructor warning

copied solution from InstrumentONNXPass.cpp

fixes compiler warning in Linux CI pipelines:
```
.../src/Transform/ONNX/ConvOpt.cpp: In copy constructor '{anonymous}::ConvOptONNXToONNXPass::ConvOptONNXToONNXPass(const {anonymous}::ConvOptONNXToONNXPass&)':
.../src/Transform/ONNX/ConvOpt.cpp:211:3: warning: base class 'class mlir::PassWrapper<{anonymous}::ConvOptONNXToONNXPass, mlir::OperationPass<mlir::func::FuncOp> >' should be explicitly initialized in the copy constructor [-Wextra]
   ConvOptONNXToONNXPass(const ConvOptONNXToONNXPass &pass) {}
```

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* cleanup some include files (onnx#1733)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix remaining warnings on Windows and turn on warning-as-error (onnx#1706)

This change applies the remaining fixes needed for warnings to be treated as errors on Windows and then turns them on on Windows only. Of particular interest are a couple of changes:

* The `check-docs` target needs an update to properly parse the directive even when it contains parenthesis in the path. For example: `C:/Program Files (x86)/Microsoft Visual Studio/Shared/Python39_64/python.exe`
* The Windows CI build now builds `onnx` first and then builds all of the targets that are enabled in onnx-mlir. This will make sure that no targets get missed
* The remaining warnings (4927) in `ConstProp.cpp` are fixed as well.

Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix synax

Signed-off-by: Megan Hampton <[email protected]>

* Simplify shape-related operations (onnx#1695)

* Simplify shape-related operations

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* run-onnx-lib script and docs fixes (onnx#1705)

* update documentation for build-run-onnx-lib.sh
* clarified Mac issue with running statically linked version in the directory where model library was built
* moved usage string up to the top of RunONNXLib.cpp, so it's visible next to the top of file block comment,
* allow llvm-project location to be set with LLVM_PROJECT, otherwise read from $MLIR_DIR if defined

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* remove initializedTensors map from ONNX parser (onnx#1739)

instead insert a constant for each initializer in the frontend_symbols_
symbol map

this is better for several reasons:

1. initializedTensors were incorrectly visible to function bodies (in
   TryImportFunctionCallNode)

2. nested bindings didn't hide initializedTensors within their scope

3. it's more efficient to create a constant for each initializer once
   rather than every time an initializer is accessed

4. it's simpler to look up a single symbol mapping

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add decompositions for v11 split, squeeze, and unsqueeze (onnx#1702)

* Add decompositions for v11 split, squeeze, and unsqueeze

Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>

* Fix lit test

Signed-off-by: Philip Lassen <[email protected]>

* Add lit tests

Signed-off-by: Philip Lassen <[email protected]>

* Delete unneccesary decomp for unsqueeze

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* factored input shaping into ModelInputShaper (onnx#1740)

* factored input shaping into ModelInputShaper

this makes the it easier to read and understand the input shaping
logic and also makes the rest of the FrontendDialectTransformer
implementation shorter and easier to read

Signed-off-by: Soren Lassen <[email protected]>

* documented public methods

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Ingest all of Opset 16  (onnx#1704)

* Ingest al of opset 16

Signed-off-by: Philip Lassen <[email protected]>

* Delete GridSample test which is no longer relevant

Signed-off-by: Philip Lassen <[email protected]>

* Use NullStringAttr insead of "none" string

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix onnx-mlir.py docker wrapper (onnx#1734)

* Requiring input files to have known suffix (.onnx, .json, or .mlir) greatly
simplifies the onnx-mlir.py docker wrapper.

Signed-off-by: Gong Su <[email protected]>

* Return exit code

Signed-off-by: Gong Su <[email protected]>

* Add copyright notice

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update protobuf (onnx#1747)

* Update to protobuf 3.20.2

Signed-off-by: Charles Volzka <[email protected]>

* Try 3.18.3

Signed-off-by: Charles Volzka <[email protected]>

Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add the product version and fix formatting

Signed-off-by: Megan Hampton <[email protected]>

* Make updates to product version

Signed-off-by: Megan Hampton <[email protected]>

* further updates

Signed-off-by: Megan Hampton <[email protected]>

* Add product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Removed the memory leaks directly in execution session (onnx#1746)

* removed the memory leaks directly in execution session
Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add support for ArgMin (onnx#1737)

* add support for ArgMin

Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Inclusive terminology update (onnx#1750)

* Update `master` reference to `main` in onnx-mlir doc
* Update rapidcheck to newer commit with inclusive terminology changes
* Update benchmark to 1.6.2 with inclusive terminology changes
* Update pybind11 to 2.10 with inclusive terminology changes

Signed-off-by: Megan Hampton <[email protected]>

* Warning and instructions that --onnx-op-stats needs more than EmitONNXIR (onnx#1719)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Move product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Remove comment

Signed-off-by: Megan Hampton <[email protected]>

* Output the product version for the compiler/version

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* setup.py install is deprecated, use pip install instead (onnx#1752)

* setup.py install is deprecated, use pip install instead (see https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for more details).

Signed-off-by: Gong Su <[email protected]>

* - pip install doesn't work for protobuf, revert back to setup.py install
- use --cpp_implementation for better performance

Signed-off-by: Gong Su <[email protected]>

* Update Windows CI

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* adding reference to onnx-mlir-serving (onnx#1745)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* [TOSA] Update type converter and unary ops (onnx#1553)

Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Remove strip

Signed-off-by: Megan Hampton <[email protected]>

* Revert "Cleaned up commit of the InferTypes change. (onnx#1753)"

This reverts commit d08c5ac.

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix for GatherND verifier (onnx#1754)

Co-authored-by: Hadi Jooybar <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix OnnxBuilder::concat where axis was not used (onnx#1759)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Simplify GatherOp when its inputs are dimensions (onnx#1755)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Assign each question mark a unique negative integer value (onnx#1757)

* Assign each question mark a unique negative integer value

Signed-off-by: Tung D. Le <[email protected]>

* Add a mutex to protect the counter

Signed-off-by: Tung D. Le <[email protected]>

* Using decrement

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Change the regex

Signed-off-by: Megan Hampton <[email protected]>

* Fix regex and display product numbers

Signed-off-by: Megan Hampton <[email protected]>

* normalize axis in ScatterElements verify (onnx#1760)

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* redo ArrayRefOrSmallVector with enable_if (onnx#1758)

closes onnx#1729

* redo ArrayRefOrSmallVector with enable_if

attempt to address issue onnx#1729: Build error on Linux

Signed-off-by: Soren Lassen <[email protected]>

* added @qedawkins fix: begin,end -> data,size

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Quinn Dawkins [email protected]
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Handle scalar tensor tensor<type> in SimplifyShapeRelatesOps pass (onnx#1764)

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* namespace cleanup (onnx#1763)

* namespace cleanup

removed `using namespace mlir` from ConstPropHelper.hpp and added
requisite `mlir::` and `llvm::` in header files to get everything
to compile again

also put ConstPropHelper definitions in namespace onnx_mlir

Signed-off-by: Soren Lassen <[email protected]>

* added more missing `mlir/llvm::`

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Signed-off-by: Megan Hampton <[email protected]>

Fix Clang format error

* Make use of the product vendor flag

Signed-off-by: Megan Hampton <[email protected]>

* Address feedback

Signed-off-by: Megan Hampton <[email protected]>

Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>
gargaroff pushed a commit to ljfitz/onnx-mlir that referenced this pull request Nov 8, 2022
* update shape inference and test

Signed-off-by: chentong319 <[email protected]>

* lowering

Signed-off-by: chentong319 <[email protected]>

* lowering

Signed-off-by: chentong319 <[email protected]>

* Update onnx-mlir product version (onnx#1727)

* Update onnx-mlir product version

Signed-off-by: Megan Hampton <[email protected]>

* fix einsum decomposition bug (onnx#1730)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update version to 0.3.1 (onnx#1728)

Signed-off-by: Megan Hampton <[email protected]>

* Fix issues to compile Yolov3-12. (onnx#1726)

Stop conversion to enable onnx.LeakyRelu on NNPA when the stickified layouts of input and output are not the same.
Signed-off-by: Yasushi Negishi <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* simplified if lowering (onnx#1717)

borrowed ideas from ConvertTrivialIfToSelect from
https://github.com/llvm/llvm-project/blob/main/mlir/lib/Dialect/SCF/IR/SCF.cpp

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add definitions

Signed-off-by: Megan Hampton <[email protected]>

* parse string type from getTypeMap() (onnx#1735)

added a parse lit test that passes with this fix

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix 2 compiler warnings (onnx#1736)

* fix sprintf-is-deprecated clang warning

warning from Apple clang version 14.0.0 (clang-1400.0.29.201):
```
.../src/Conversion/ONNXToKrnl/PerfectHash.cpp:47:5: warning: 'sprintf' is deprecated: This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead. [-Wdeprecated-declarations]
    sprintf(str, "%lld", (long long)val);
/Library/Developer/CommandLineTools/SDKs/MacOSX13.0.sdk/usr/include/stdio.h:188:1: note: 'sprintf' has been explicitly marked deprecated here
__deprecated_msg("This function is provided for compatibility reasons only.  Due to security concerns inherent in the design of sprintf(3), it is highly recommended that you use snprintf(3) instead.")
```

Signed-off-by: Soren Lassen <[email protected]>

* fix copy constructor warning

copied solution from InstrumentONNXPass.cpp

fixes compiler warning in Linux CI pipelines:
```
.../src/Transform/ONNX/ConvOpt.cpp: In copy constructor '{anonymous}::ConvOptONNXToONNXPass::ConvOptONNXToONNXPass(const {anonymous}::ConvOptONNXToONNXPass&)':
.../src/Transform/ONNX/ConvOpt.cpp:211:3: warning: base class 'class mlir::PassWrapper<{anonymous}::ConvOptONNXToONNXPass, mlir::OperationPass<mlir::func::FuncOp> >' should be explicitly initialized in the copy constructor [-Wextra]
   ConvOptONNXToONNXPass(const ConvOptONNXToONNXPass &pass) {}
```

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* cleanup some include files (onnx#1733)

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix remaining warnings on Windows and turn on warning-as-error (onnx#1706)

This change applies the remaining fixes needed for warnings to be treated as errors on Windows and then turns them on on Windows only. Of particular interest are a couple of changes:

* The `check-docs` target needs an update to properly parse the directive even when it contains parenthesis in the path. For example: `C:/Program Files (x86)/Microsoft Visual Studio/Shared/Python39_64/python.exe`
* The Windows CI build now builds `onnx` first and then builds all of the targets that are enabled in onnx-mlir. This will make sure that no targets get missed
* The remaining warnings (4927) in `ConstProp.cpp` are fixed as well.

Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix synax

Signed-off-by: Megan Hampton <[email protected]>

* Simplify shape-related operations (onnx#1695)

* Simplify shape-related operations

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* run-onnx-lib script and docs fixes (onnx#1705)

* update documentation for build-run-onnx-lib.sh
* clarified Mac issue with running statically linked version in the directory where model library was built
* moved usage string up to the top of RunONNXLib.cpp, so it's visible next to the top of file block comment,
* allow llvm-project location to be set with LLVM_PROJECT, otherwise read from $MLIR_DIR if defined

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* remove initializedTensors map from ONNX parser (onnx#1739)

instead insert a constant for each initializer in the frontend_symbols_
symbol map

this is better for several reasons:

1. initializedTensors were incorrectly visible to function bodies (in
   TryImportFunctionCallNode)

2. nested bindings didn't hide initializedTensors within their scope

3. it's more efficient to create a constant for each initializer once
   rather than every time an initializer is accessed

4. it's simpler to look up a single symbol mapping

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add decompositions for v11 split, squeeze, and unsqueeze (onnx#1702)

* Add decompositions for v11 split, squeeze, and unsqueeze

Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>

* Fix lit test

Signed-off-by: Philip Lassen <[email protected]>

* Add lit tests

Signed-off-by: Philip Lassen <[email protected]>

* Delete unneccesary decomp for unsqueeze

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* factored input shaping into ModelInputShaper (onnx#1740)

* factored input shaping into ModelInputShaper

this makes the it easier to read and understand the input shaping
logic and also makes the rest of the FrontendDialectTransformer
implementation shorter and easier to read

Signed-off-by: Soren Lassen <[email protected]>

* documented public methods

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Ingest all of Opset 16  (onnx#1704)

* Ingest al of opset 16

Signed-off-by: Philip Lassen <[email protected]>

* Delete GridSample test which is no longer relevant

Signed-off-by: Philip Lassen <[email protected]>

* Use NullStringAttr insead of "none" string

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix onnx-mlir.py docker wrapper (onnx#1734)

* Requiring input files to have known suffix (.onnx, .json, or .mlir) greatly
simplifies the onnx-mlir.py docker wrapper.

Signed-off-by: Gong Su <[email protected]>

* Return exit code

Signed-off-by: Gong Su <[email protected]>

* Add copyright notice

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Update protobuf (onnx#1747)

* Update to protobuf 3.20.2

Signed-off-by: Charles Volzka <[email protected]>

* Try 3.18.3

Signed-off-by: Charles Volzka <[email protected]>

Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add the product version and fix formatting

Signed-off-by: Megan Hampton <[email protected]>

* Make updates to product version

Signed-off-by: Megan Hampton <[email protected]>

* further updates

Signed-off-by: Megan Hampton <[email protected]>

* Add product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Removed the memory leaks directly in execution session (onnx#1746)

* removed the memory leaks directly in execution session
Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Add support for ArgMin (onnx#1737)

* add support for ArgMin

Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Inclusive terminology update (onnx#1750)

* Update `master` reference to `main` in onnx-mlir doc
* Update rapidcheck to newer commit with inclusive terminology changes
* Update benchmark to 1.6.2 with inclusive terminology changes
* Update pybind11 to 2.10 with inclusive terminology changes

Signed-off-by: Megan Hampton <[email protected]>

* Warning and instructions that --onnx-op-stats needs more than EmitONNXIR (onnx#1719)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Move product version text file

Signed-off-by: Megan Hampton <[email protected]>

* Remove comment

Signed-off-by: Megan Hampton <[email protected]>

* Output the product version for the compiler/version

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* setup.py install is deprecated, use pip install instead (onnx#1752)

* setup.py install is deprecated, use pip install instead (see https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for more details).

Signed-off-by: Gong Su <[email protected]>

* - pip install doesn't work for protobuf, revert back to setup.py install
- use --cpp_implementation for better performance

Signed-off-by: Gong Su <[email protected]>

* Update Windows CI

Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* adding reference to onnx-mlir-serving (onnx#1745)

Signed-off-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* [TOSA] Update type converter and unary ops (onnx#1553)

Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Remove strip

Signed-off-by: Megan Hampton <[email protected]>

* Revert "Cleaned up commit of the InferTypes change. (onnx#1753)"

This reverts commit d08c5ac.

Signed-off-by: Megan Hampton <[email protected]>

* Cleaned up commit of the InferTypes change. (onnx#1753)

Signed-off-by: Brad Messer <[email protected]>

Co-authored-by: Soren Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix for GatherND verifier (onnx#1754)

Co-authored-by: Hadi Jooybar <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Fix OnnxBuilder::concat where axis was not used (onnx#1759)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Simplify GatherOp when its inputs are dimensions (onnx#1755)

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Assign each question mark a unique negative integer value (onnx#1757)

* Assign each question mark a unique negative integer value

Signed-off-by: Tung D. Le <[email protected]>

* Add a mutex to protect the counter

Signed-off-by: Tung D. Le <[email protected]>

* Using decrement

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Change the regex

Signed-off-by: Megan Hampton <[email protected]>

* Fix regex and display product numbers

Signed-off-by: Megan Hampton <[email protected]>

* normalize axis in ScatterElements verify (onnx#1760)

Signed-off-by: Philip Lassen <[email protected]>

Signed-off-by: Philip Lassen <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* redo ArrayRefOrSmallVector with enable_if (onnx#1758)

closes onnx#1729

* redo ArrayRefOrSmallVector with enable_if

attempt to address issue onnx#1729: Build error on Linux

Signed-off-by: Soren Lassen <[email protected]>

* added @qedawkins fix: begin,end -> data,size

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Quinn Dawkins [email protected]
Co-authored-by: Philip Lassen <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* fix syntax

Signed-off-by: Megan Hampton <[email protected]>

* Handle scalar tensor tensor<type> in SimplifyShapeRelatesOps pass (onnx#1764)

Signed-off-by: Tung D. Le <[email protected]>

Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* namespace cleanup (onnx#1763)

* namespace cleanup

removed `using namespace mlir` from ConstPropHelper.hpp and added
requisite `mlir::` and `llvm::` in header files to get everything
to compile again

also put ConstPropHelper definitions in namespace onnx_mlir

Signed-off-by: Soren Lassen <[email protected]>

* added more missing `mlir/llvm::`

Signed-off-by: Soren Lassen <[email protected]>

Signed-off-by: Soren Lassen <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>

* Signed-off-by: Megan Hampton <[email protected]>

Fix Clang format error

* Make use of the product vendor flag

Signed-off-by: Megan Hampton <[email protected]>

* Address feedback

Signed-off-by: Megan Hampton <[email protected]>

Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: chentong319 <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>

* different initial

Signed-off-by: chentong319 <[email protected]>

Signed-off-by: chentong319 <[email protected]>
Signed-off-by: Megan Hampton <[email protected]>
Signed-off-by: Soren Lassen <[email protected]>
Signed-off-by: Stella Stamenova <[email protected]>
Signed-off-by: Tung D. Le <[email protected]>
Signed-off-by: Philip Lassen <[email protected]>
Signed-off-by: Gong Su <[email protected]>
Signed-off-by: Charles Volzka <[email protected]>
Signed-off-by: Hengyu Meng <[email protected]>
Signed-off-by: Alexandre Eichenberger <[email protected]>
Signed-off-by: Philipp Braun <[email protected]>
Co-authored-by: hamptonm1 <[email protected]>
Co-authored-by: Megan Hampton <[email protected]>
Co-authored-by: Soren Lassen <[email protected]>
Co-authored-by: Charles Volzka <[email protected]>
Co-authored-by: Yasushi Negishi <[email protected]>
Co-authored-by: Stella Stamenova <[email protected]>
Co-authored-by: Tung D. Le <[email protected]>
Co-authored-by: Alexandre Eichenberger <[email protected]>
Co-authored-by: Philip Lassen <[email protected]>
Co-authored-by: Roberto DiCecco <[email protected]>
Co-authored-by: gongsu832 <[email protected]>
Co-authored-by: Meng, Hengyu <[email protected]>
Co-authored-by: Brad Messer <[email protected]>
Co-authored-by: Philipp Braun <[email protected]>
Co-authored-by: Hadi Jooybar <[email protected]>
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5 participants