Commit graph

95 commits

Author SHA1 Message Date
Justin Chu
09c4cc7b36
Target py310 and modernize codebase with ruff (#23401)
Change `target-version = "py310"` and modernize the code base with ruff.
2025-01-16 19:10:14 -08:00
Justin Chu
c7c8757a1c
Use ruff as the formatter to replace black-isort (#23397)
Use ruff as the code formatter in place of black and isort since it is
much faster, and as projects like PyTorch and ONNX have adopted ruff
format as well.

This PR include only auto-fixed changes in formatting.
2025-01-16 11:14:15 -08:00
dependabot[bot]
1461a16e71
Bump ruff from 0.5.4 to 0.9.1 (#23328)
Bumps [ruff](https://github.com/astral-sh/ruff) from 0.5.4 to 0.9.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/releases">ruff's
releases</a>.</em></p>
<blockquote>
<h2>0.9.1</h2>
<h2>Release Notes</h2>
<h3>Preview features</h3>
<ul>
<li>[<code>pycodestyle</code>] Run
<code>too-many-newlines-at-end-of-file</code> on each cell in notebooks
(<code>W391</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15308">#15308</a>)</li>
<li>[<code>ruff</code>] Omit diagnostic for shadowed private function
parameters in <code>used-dummy-variable</code> (<code>RUF052</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15376">#15376</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-bugbear</code>] Improve
<code>assert-raises-exception</code> message (<code>B017</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15389">#15389</a>)</li>
</ul>
<h3>Formatter</h3>
<ul>
<li>Preserve trailing end-of line comments for the last string literal
in implicitly concatenated strings (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15378">#15378</a>)</li>
</ul>
<h3>Server</h3>
<ul>
<li>Fix a bug where the server and client notebooks were out of sync
after reordering cells (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15398">#15398</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>[<code>flake8-pie</code>] Correctly remove wrapping parentheses
(<code>PIE800</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15394">#15394</a>)</li>
<li>[<code>pyupgrade</code>] Handle comments and multiline expressions
correctly (<code>UP037</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15337">#15337</a>)</li>
</ul>
<h2>Contributors</h2>
<ul>
<li><a
href="https://github.com/AntoineD"><code>@​AntoineD</code></a></li>
<li><a
href="https://github.com/InSyncWithFoo"><code>@​InSyncWithFoo</code></a></li>
<li><a
href="https://github.com/MichaReiser"><code>@​MichaReiser</code></a></li>
<li><a href="https://github.com/calumy"><code>@​calumy</code></a></li>
<li><a
href="https://github.com/dcreager"><code>@​dcreager</code></a></li>
<li><a
href="https://github.com/dhruvmanila"><code>@​dhruvmanila</code></a></li>
<li><a href="https://github.com/dylwil3"><code>@​dylwil3</code></a></li>
<li><a href="https://github.com/sharkdp"><code>@​sharkdp</code></a></li>
<li><a href="https://github.com/tjkuson"><code>@​tjkuson</code></a></li>
</ul>
<h2>Install ruff 0.9.1</h2>
<h3>Install prebuilt binaries via shell script</h3>
<pre lang="sh"><code>curl --proto '=https' --tlsv1.2 -LsSf
https://github.com/astral-sh/ruff/releases/download/0.9.1/ruff-installer.sh
| sh
</code></pre>
<h3>Install prebuilt binaries via powershell script</h3>
<pre lang="sh"><code>powershell -ExecutionPolicy ByPass -c &quot;irm
https://github.com/astral-sh/ruff/releases/download/0.9.1/ruff-installer.ps1
| iex&quot;
</code></pre>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md">ruff's
changelog</a>.</em></p>
<blockquote>
<h2>0.9.1</h2>
<h3>Preview features</h3>
<ul>
<li>[<code>pycodestyle</code>] Run
<code>too-many-newlines-at-end-of-file</code> on each cell in notebooks
(<code>W391</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15308">#15308</a>)</li>
<li>[<code>ruff</code>] Omit diagnostic for shadowed private function
parameters in <code>used-dummy-variable</code> (<code>RUF052</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15376">#15376</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-bugbear</code>] Improve
<code>assert-raises-exception</code> message (<code>B017</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15389">#15389</a>)</li>
</ul>
<h3>Formatter</h3>
<ul>
<li>Preserve trailing end-of line comments for the last string literal
in implicitly concatenated strings (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15378">#15378</a>)</li>
</ul>
<h3>Server</h3>
<ul>
<li>Fix a bug where the server and client notebooks were out of sync
after reordering cells (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15398">#15398</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>[<code>flake8-pie</code>] Correctly remove wrapping parentheses
(<code>PIE800</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15394">#15394</a>)</li>
<li>[<code>pyupgrade</code>] Handle comments and multiline expressions
correctly (<code>UP037</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15337">#15337</a>)</li>
</ul>
<h2>0.9.0</h2>
<p>Check out the <a href="https://astral.sh/blog/ruff-v0.9.0">blog
post</a> for a migration guide and overview of the changes!</p>
<h3>Breaking changes</h3>
<p>Ruff now formats your code according to the 2025 style guide. As a
result, your code might now get formatted differently. See the formatter
section for a detailed list of changes.</p>
<p>This release doesn’t remove or remap any existing stable rules.</p>
<h3>Stabilization</h3>
<p>The following rules have been stabilized and are no longer in
preview:</p>
<ul>
<li><a
href="https://docs.astral.sh/ruff/rules/stdlib-module-shadowing/"><code>stdlib-module-shadowing</code></a>
(<code>A005</code>).
This rule has also been renamed: previously, it was called
<code>builtin-module-shadowing</code>.</li>
<li><a
href="https://docs.astral.sh/ruff/rules/builtin-lambda-argument-shadowing/"><code>builtin-lambda-argument-shadowing</code></a>
(<code>A006</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/slice-to-remove-prefix-or-suffix/"><code>slice-to-remove-prefix-or-suffix</code></a>
(<code>FURB188</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/boolean-chained-comparison/"><code>boolean-chained-comparison</code></a>
(<code>PLR1716</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/decimal-from-float-literal/"><code>decimal-from-float-literal</code></a>
(<code>RUF032</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/post-init-default/"><code>post-init-default</code></a>
(<code>RUF033</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/useless-if-else/"><code>useless-if-else</code></a>
(<code>RUF034</code>)</li>
</ul>
<p>The following behaviors have been stabilized:</p>
<ul>
<li><a
href="https://docs.astral.sh/ruff/rules/pytest-parametrize-names-wrong-type/"><code>pytest-parametrize-names-wrong-type</code></a>
(<code>PT006</code>): Detect <a
href="https://docs.pytest.org/en/7.1.x/how-to/parametrize.html#parametrize"><code>pytest.parametrize</code></a>
calls outside decorators and calls with keyword arguments.</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="12f86f39a4"><code>12f86f3</code></a>
Ruff 0.9.1 (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15407">#15407</a>)</li>
<li><a
href="2b28d566a4"><code>2b28d56</code></a>
Associate a trailing end-of-line comment in a parenthesized implicit
concaten...</li>
<li><a
href="adca7bd95c"><code>adca7bd</code></a>
Remove pygments pin (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15404">#15404</a>)</li>
<li><a
href="6b98a26452"><code>6b98a26</code></a>
[red-knot] Support <code>assert_type</code> (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15194">#15194</a>)</li>
<li><a
href="c87463842a"><code>c874638</code></a>
[red-knot] Move tuple-containing-Never tests to Markdown (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15402">#15402</a>)</li>
<li><a
href="c364b586f9"><code>c364b58</code></a>
[<code>flake8-pie</code>] Correctly remove wrapping parentheses
(<code>PIE800</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15394">#15394</a>)</li>
<li><a
href="73d424ee5e"><code>73d424e</code></a>
Fix outdated doc for handling the default file types with the pre-commit
hook...</li>
<li><a
href="6e9ff445fd"><code>6e9ff44</code></a>
Insert the cells from the <code>start</code> position (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15398">#15398</a>)</li>
<li><a
href="f2c3ddc5ea"><code>f2c3ddc</code></a>
[red-knot] Move intersection type tests to Markdown (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15396">#15396</a>)</li>
<li><a
href="b861551b6a"><code>b861551</code></a>
Remove unnecessary backticks (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15393">#15393</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/astral-sh/ruff/compare/0.5.4...0.9.1">compare
view</a></li>
</ul>
</details>
<br />


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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Justin Chu <justinchuby@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
2025-01-15 11:11:17 -08:00
Changming Sun
ecdeecae61
Update MACOSX_DEPLOYMENT_TARGET (#23308)
Fix some inconsistency. 

All our iOS build should target iOS 15.1.
All our macOS desktop build should target macOS 13.3 to align with the
changes made in #17361
2025-01-10 14:25:32 -08:00
Changming Sun
3328eb3bb3
Update min iOS version to 15.1 to align with React Native 0.76 (#23292)
Update min iOS version to 15.1 to align with React Native 0.76. We need
to update React Native .
See
https://github.com/react-native-community/discussions-and-proposals/discussions/812
for background.

Similar to PR  #20773
2025-01-08 16:02:45 -08:00
wejoncy
a24723df16
[CoreML ] ML Program more operators support [3/N] (#22710)
### Description
- Erf
- Round
- Max
- ReduceMax
- ReduceMean
- ReduceSum
- Unsqueeze
- Squeeze
- Softmax



### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

---------

Co-authored-by: Scott McKay <skottmckay@gmail.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
2024-11-28 09:21:02 +08:00
Yi Zhang
33a2059ced
Remove webgpu ep in mobile packaging stages (#22725)
### Description
The nuget-zip-java packaging pipeline has been failed for 4 days since
it's introduced in #22591
2024-11-05 09:14:26 -08:00
wejoncy
9daf7664fc
[CoreML] ML Program more ops (2/N) (#22480)
- cast 
 - argmax
 - gelu 
 - cast 
 - LayerNorm 
 - GroupNorm 
 - InstanceNorm

### Description
<!-- Describe your changes. -->



### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

---------

Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
Co-authored-by: Scott McKay <skottmckay@gmail.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
2024-11-01 08:37:56 +08:00
Yulong Wang
7a8fa12850
Add implementation of WebGPU EP (#22591)
### Description

This PR adds the actual implementation of the WebGPU EP based on
https://github.com/microsoft/onnxruntime/pull/22318.

This change includes the following:

<details>
<summary><b>core framework of WebGPU EP</b></summary>

  - WebGPU EP factory classes for:
    - handling WebGPU options
    - creating WebGPU EP instance
    - creating WebGPU context
  - WebGPU Execution Provider classes
    - GPU Buffer allocator
    - data transfer
  - Buffer management classes
    - Buffer Manager
    - BufferCacheManager
      - DisabledCacheManager
      - SimpleCacheManager
      - LazyReleaseCacheManager
      - BucketCacheManager
  - Program classes
    - Program (base)
    - Program Cache Key
    - Program Manager
  - Shader helper classes
    - Shader Helper
    - ShaderIndicesHelper
    - ShaderVariableHelper
  - Utils
    - GPU Query based profiler
    - compute context
    - string utils
  - Miscs
    - Python binding webgpu support (basic)
 
</details>

<details>
<summary><b>Kernel implementation</b></summary>


  - onnx.ai (default opset):
- Elementwise (math): Abs, Neg, Floor, Ceil, Reciprocal, Sqrt, Exp, Erf,
Log, Sin, Cos, Tan, Asin, Acos, Atan, Sinh, Cosh, Asinh, Acosh, Atanh,
Tanh, Not, Cast
- Elementwise (activation): Sigmoid, HardSigmoid, Clip, Elu, Relu,
LeakyRelu, ThresholdedRelu, Gelu
- Binary (math): Add, Sub, Mul, Div, Pow, Equal, Greater,
GreaterOrEqual, Less, LessOrEqual
    - (Tensors): Shape, Reshape, Squeeze, Unsqueeze
    - Where
    - Transpose
    - Concat
    - Expand
    - Gather
    - Tile
    - Range
    - LayerNormalization
  - com.microsoft
    - FastGelu
    - MatMulNBits
    - MultiHeadAttention
    - RotaryEmbedding
    - SkipLayerNormalization
    - LayerNormalization
    - SimplifiedLayerNormalization
    - SkipSimplifiedLayerNormalization

</details>

<details>
<summary><b>Build, test and CI pipeline integration</b></summary>

  - build works for Windows, macOS and iOS
  - support onnxruntime_test_all and python node test
  - added a new unit test for `--use_external_dawn` build flag.
  - updated MacOS pipeline to build with WebGPU support
  - added a new pipeline for WebGPU Windows

</details>

This change does not include:

- Node.js binding support for WebGPU (will be a separate PR)
2024-10-29 18:29:40 -07:00
Edward Chen
7964d3aef6
Specify iOS simulator runtime version (#22474)
- Allow specification of iOS simulator runtime version to use.
- Pick simulator runtime version (iphonesimulator 16.4) that is supported by the Xcode version (14.3.1) that we use.
- Disable CoreML EP's DepthToSpace op support for CoreML version less than 7, with DCR mode, and FP16 input. It doesn't produce the correct output in this case.
- Some cleanup of iOS test infrastructure.
2024-10-18 09:26:06 -07:00
Yulong Wang
c5d28cac4d
Initial WebGPU EP checkin (#22318)
### Description

This change introduces the WebGPU EP into ONNX Runtime.

To make the PR as simple as possible, this PR excluded the following:
- C API changes for WebGPU EP
- actual implementation of WebGPU EP. Currently in this PR, WebGPU is a
stub implementation that does not register any kernel.
- Python IO Binding update
- Node.js IO Binding update

This PR now contains only 43 file changes (while the working branch
contains 130+) and hopefully this makes it easier to review.

There is going to be separated PRs for each mentioned above.

Current working branch: #21904
2024-10-08 16:10:46 -07:00
Scott McKay
ee7081b828
Fix syntax for some CoreML ML Program supported operator entries (#22268)
### Description
<!-- Describe your changes. -->
Fix syntax so usability checker works as expected.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
2024-10-01 15:49:43 +10:00
wejoncy
2cfe1f031d
[CoreML MLProgram] Support Float16 (1/N) (#22068)
### Description
Support Float16 for CoreML MLProgram EP.
Operations:
    "Add", "Mul", "Sub", "Div", "Pow", "Sqrt", "Reciprocal",
"Sigmoid", "Tanh", "Relu", "LeakyRelu", "Concat", "GridSample",
"GlobalAveragePool",
    "Clip", "DepthToSpace", "Resize", "Slice", "Conv",
    "ConvTranspose", "GlobalMaxPool", "Gemm", "MatMul",
    "AveragePool", "MaxPool", "Reshape", "Split", "Transpose"

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

---------

Co-authored-by: Scott McKay <skottmckay@gmail.com>
2024-09-30 17:56:47 +08:00
Yi Zhang
8d2d40781c
set CMAKE_SYSTEM_PROCESSOR in xnnpack.cmake (#22155)
### Description
<!-- Describe your changes. -->



### Motivation and Context
By default, CMAKE_SYSTEM_PROCESSOR is same CMAKE_HOST_SYSTEM_PROCESSOR
https://cmake.org/cmake/help/latest/variable/CMAKE_SYSTEM_PROCESSOR.html
KleidiAI uses CMAKE_SYSTEM_PROCESSOR to determine whether to include
some arm64 ukernels.
https://gitlab.arm.com/kleidi/kleidiai/-/blob/main/CMakeLists.txt#L134
We use Mac with Intel CPU to cross compile MAC with ARM in ios packaging
pipeline
So we need to make CMAKE_SYSTEM_PROCESSOR same with ORT_TARGET_PROCESSOR
2024-09-20 15:19:26 -07:00
Jian Chen
fa68ae2def
Update pool to MacOS-13 (#17361)
### Description
See https://github.com/microsoft/onnxruntime-extensions/pull/476
and https://github.com/actions/runner-images/issues/7671

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

### Current issue
- [ ] For default xcode 15.2, that come with the MacOS-13, We Need to
update the boost container header boost/container_hash/hash.hpp version
to pass the build
- [x] For xcode 14.2 The Build passed but the `Run React Native Detox
Android e2e Test` Failed.
Possible flaky test, https://github.com/microsoft/onnxruntime/pull/21969
- [x] For xcode 14.3.1 We encountered following issue in `Build React
Native Detox iOS e2e Tests`
```
ld: file not found: /Applications/Xcode_14.3.1.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/lib/arc/libarclite_iphonesimulator.a
clang: error: linker command failed with exit code 1 (use -v to see invocation)
```
Applied following code to the eof in both ios/Podfile and fixed the
issue
```
post_install do |installer|
    installer.generated_projects.each do |project|
        project.targets.each do |target|
            target.build_configurations.each do |config|
                config.build_settings['IPHONEOS_DEPLOYMENT_TARGET'] = '13.0'
            end
        end
    end
end
```


- [x] https://github.com/facebook/react-native/issues/32483

Applying changes to ios/Pofile
```
pre_install do |installer|
  # Custom pre-install script or commands
  puts "Running pre-install script..."

  # Recommended fix for https://github.com/facebook/react-native/issues/32483
  # from https://github.com/facebook/react-native/issues/32483#issuecomment-966784501
  system("sed -i '' 's/typedef uint8_t clockid_t;//' \"${SRCROOT}/Pods/RCT-Folly/folly/portability/Time.h\"")
end
```

- [ ] Detox environment setting up exceeded time out of 120000ms during
iso e2e test


### dependent 

- [x] https://github.com/microsoft/onnxruntime/pull/21159

---------

Co-authored-by: Changming Sun <chasun@microsoft.com>
2024-09-17 10:07:30 -07:00
Edward Chen
970ebc2ccf
Fix typo in coreml_supported_mlprogram_ops.md (#22004)
### Description
<!-- Describe your changes. -->

Fix typo: ai:onnx -> ai.onnx

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

Typo.
2024-09-06 12:50:56 +10:00
Jian Chen
09d786fc14
Rename ios_packaging.requirements.txt to ios_packaging/requirements.txt (#21936)
### Description
Rename ios_packaging.requirements.txt to ios_packaging/requirements.txt



### Motivation and Context
By doing this, the package within os_packaging/requirements.txt can be
scanned by CG task
2024-09-04 13:18:05 -07:00
Scott McKay
d616025884
Match changes in gh-pages PR (#21628)
### Description
<!-- Describe your changes. -->
Update to match #21627 and make the info for Split consistent.

As a Split that doesn't split anything is a no-op it doesn't seem
meaningful to call that limitation out in the docs.


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
2024-08-08 10:29:15 +10:00
Scott McKay
bcc01ac123
Updates to apple packaging (#21611)
### Description
<!-- Describe your changes. -->
Add ability to test packaging without rebuilding every time.
Add ability to comment out some platforms/architectures without the
scripts to assemble the c/obj-c packages breaking.
Update a couple of commands to preserve symlinks.


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Make debugging packaging issues faster.
Creates correct package for mac-catalyst and doesn't require setting
symlinks via bash script.
2024-08-06 08:50:56 +10:00
vraspar
88c811b638
Restructure MacOS framework package to fix malformed Framework errors (#21536)
### Description

Refactor framework directory structure for MacOS packages

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Apple started enforcing specific [framework
structure](https://developer.apple.com/library/archive/documentation/MacOSX/Conceptual/BPFrameworks/Concepts/FrameworkAnatomy.html)
for MacOS packages. We need to change how we package for MacOS to follow
the guidelines

Fixes following issue: [Malformed
Framework](https://github.com/microsoft/onnxruntime-swift-package-manager/issues/19
)
2024-08-04 12:47:16 -07:00
vraspar
07d3be5b0e
CoreML: Add ML Program Split Op (#21456)
### Description

Add support for Split Op


### Motivation and Context
Address operator gaps in high priority model.

---------

Co-authored-by: Scott McKay <skottmckay@gmail.com>
Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
2024-07-30 14:04:47 +10:00
Scott McKay
b0e1f7f798
CoreML: Aggregated changes to add all required ops for priority model (#21472)
### Description
<!-- Describe your changes. -->
Add these changes to one PR to simplify checkin
- Add Concat (#21423)
- Add DepthToSpace (#21426)
- Add LeakyRelu (#21453)
- Add test scripts (#21427)
- Add ability to set coreml flags from python (#21434)


Other changes
- updated partitioning utils to support dropping constant initializers
from a ComputeCapability's inputs.
- noticed that the list of inputs to the coreml model was unexpectedly
long due to this
- we copy constant initializers to a CoreML model so don't need the
originals, and if they remain as inputs ORT can't free them as they
appear to be in use.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
2024-07-26 08:29:33 +10:00
Scott McKay
2580d935cb
CoreML: Add ML Program ConvTranspose (#21416)
### Description
<!-- Describe your changes. -->
Add ML Program ConvTranspose
- some limitations to simplify the implementation for now
- some limitations due to flaky CoreML output

Added support for non-contiguous MLMultiArray output as we see that with
some unit tests when the CPU-only flag is not set (e.g. innermost dim
has min size of 16 but test output only has 8 values).
- support only one non-contiguous dim to keep it simple
- manually tested as we don't have a setup that can test objective-c
code
- test code is in model.mm and can be enabled via ifdef if we need to
validate any future changes



### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Address operator gaps in high priority model.

---------

Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
2024-07-24 16:08:20 +10:00
Scott McKay
1df9aa2f08
CoreML: Add GridSample ML Program support (#21431)
### Description
<!-- Describe your changes. -->
Add GridSample ML Program support

One combination of inputs has diffs between the pytorch generated unit
tests data and CoreML. Disabling until needed as investigation may take
a while.


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
High priorities models
2024-07-24 11:04:48 +10:00
Scott McKay
0f1f3b7705
CoreML: ML Program Slice (#21433)
### Description
<!-- Describe your changes. -->
Add support for Slice


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
High priority models.
2024-07-23 20:21:55 +10:00
Scott McKay
34cd2e8ed8
Add CoreML ML Program Resize (#21370)
### Description
<!-- Describe your changes. -->
Add CoreML ML Program Resize
- refactor existing logic to try and simplify and share between
NeuralNetwork and MLProgram checks
- add handling for some new attributes
- antialias and axes - should have been done when setting the CoreML EP
max opset to 21

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Support priority models
2024-07-20 09:35:05 +10:00
vraspar
fa287042ca
Add ML Program support for transpose op (#21364)
### Description
Add support for transpose op



### Motivation and Context
Enable support for Autodesk model
2024-07-16 16:34:58 -07:00
vraspar
218301403d
Add ML Program support for basic activation ops (#21326)
### Description

Add support for:

- Sigmoid
- Relu
- Tanh

### Motivation and Context
Enable support for Autodesk model
2024-07-15 22:30:20 -07:00
Yi Zhang
f2ebd1cd6b
[Fix] Exception in iosDynamicFramework Post-Merge workflow (#21262)
### Description
the exception was caused by
3dd6fcc089


Why I add skip_macos_test
because there's new an exception in
https://dev.azure.com/onnxruntime/onnxruntime/_build/results?buildId=1425579&view=logs&j=c90c5af3-67d5-5936-5a62-71c93ebfca65&t=01038f35-8e78-5801-1aa1-d9647bb65858
```
2024-07-05T14:41:09.3864740Z mkdir -p /Users/runner/Library/Developer/Xcode/DerivedData/apple_package_test-akksnidsbpojopfdqrclgsoqqerv/Build/Products/Debug/macos_package_testUITests.xctest/Contents/Frameworks
2024-07-05T14:41:09.3933430Z mkdir: /Users/runner/Library/Developer/Xcode/DerivedData/apple_package_test-akksnidsbpojopfdqrclgsoqqerv/Build/Products/Debug/macos_package_testUITests.xctest: Operation not permitted
2024-07-05T14:41:09.3996760Z /var/folders/0f/b0mzpg5d31z074x3z5lzkdxc0000gn/T/tmp97ycvwq5/apple_package_test/Pods/Target Support Files/Pods-macos_package_testUITests/Pods-macos_package_testUITests-frameworks.sh: line 7: realpath: command not found
2024-07-05T14:41:09.4003170Z :18: error: Unexpected failure
2024-07-05T14:41:11.1323470Z error: Sandbox: mkdir(72212) deny(1) file-write-create /Users/runner/Library/Developer/Xcode/DerivedData/apple_package_test-akksnidsbpojopfdqrclgsoqqerv/Build/Products/Debug/macos_package_testUITests.xctest (in target 'macos_package_testUITests' from project 'apple_package_test')
2024-07-05T14:41:11.1325620Z 
2024-07-05T14:41:11.8731110Z 
2024-07-05T14:41:11.8733040Z Test session results, code coverage, and logs:
2024-07-05T14:41:11.8734820Z 	/Users/runner/Library/Developer/Xcode/DerivedData/apple_package_test-akksnidsbpojopfdqrclgsoqqerv/Logs/Test/Test-macos_package_test-2024.07.05_14-40-38-+0000.xcresult
2024-07-05T14:41:11.8735530Z 
2024-07-05T14:41:11.8906210Z Testing failed:
2024-07-05T14:41:11.8911060Z 	Sandbox: mkdir(72212) deny(1) file-write-create /Users/runner/Library/Developer/Xcode/DerivedData/apple_package_test-akksnidsbpojopfdqrclgsoqqerv/Build/Products/Debug/macos_package_testUITests.xctest
2024-07-05T14:41:11.8912570Z 	Unexpected failure
2024-07-05T14:41:11.8913690Z 	Testing cancelled because the build failed.
2024-07-05T14:41:11.8914380Z 
2024-07-05T14:41:11.8914970Z ** TEST FAILED **
2024-07-05T14:41:11.8915480Z 
2024-07-05T14:41:11.8915780Z 
2024-07-05T14:41:11.8916750Z The following build commands failed:
2024-07-05T14:41:11.8919280Z 	PhaseScriptExecution [CP]\ Embed\ Pods\ Frameworks /Users/runner/Library/Developer/Xcode/DerivedData/apple_package_test-akksnidsbpojopfdqrclgsoqqerv/Build/Intermediates.noindex/apple_package_test.build/Debug/macos_package_testUITests.build/Script-059136A7770CA5376C30F2FD.sh (in target 'macos_package_testUITests' from project 'apple_package_test')
2024-07-05T14:41:11.8922180Z (1 failure)
```

And I find macos test is skipped in

9ef28f092f/tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml (L119-L127)
as well.
Maybe it is an known issue.
2024-07-12 09:24:12 -07:00
Scott McKay
159fe9d4f3
Update to mobile model usability checker (#19843)
### Description
<!-- Describe your changes. -->

- Add check for CoreML MLProgram supported ops
- Only check usability with ORT Mobile package if requested
- this package will be deprecated so info is a) of minimal value and b)
can be confusing.
- Output more things at INFO level
- a lot of meaningful info was only output at DEBUG level. The default
INFO level is more useful
  - dump full partition info at DEBUG level
- Check subgraphs fully
  - CoreML can handle a subgraph
- TBD if we want to add support for adding a subgraph to the parent
graph for Loop and If nodes
    - most likely will be required for simple If nodes to be performant
- Check 5D CoreML limitation

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Improve helper tools

---------

Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
2024-06-18 07:50:33 +10:00
Edward Chen
981893c318
Remove deprecated "mobile" packages (#20941)
# Description

This PR removes the building of the ORT "mobile" packages and much of the associated infrastructure which is no longer needed.

Not removed yet - tools/ci_build/github/android/mobile_package.required_operators.config and the helper scripts that depend on it.

# Motivation and Context

The mobile packages were deprecated in 1.18. Users should use the full packages (Android - onnxruntime-android, iOS - onnxruntime-c/onnxruntime-objc) instead or do a custom build.
2024-06-07 16:20:32 -05:00
Changming Sun
3dd6fcc089
Upgrade min ios version to 13.0 (#20773)
To align with Office and other MS products.
Office's support policy is:
"Office for iPad and iPhone is supported on the two most recent versions
of iOS and iPadOS. When a new version of iOS or iPadOS is released, the
Office Operating System requirement becomes the two most recent
versions: the new version of iOS or iPadOS and the previous version."
(from https://products.office.com/office-system-requirements)

The latest iOS version is 17. So they support both 17 and 16. Here I set
our min iOS version to 13 so that it will be a superset of what Office
supports.

This change would allow us using C++17's std::filesystem feature in the
core framework. The modifications were generated by running
```bash
 find . -type f -exec sed -i "s/apple_deploy_target[ =]12.0/apple_deploy_target=13.0/g"  {} \;
```

Cannot use 15.0 because otherwise iOS packaging would fail with:

```
/Users/runner/work/1/b/apple_framework/intermediates/iphoneos_arm64/Release/_deps/coremltools-src/mlmodel/src/MILBlob/Util/Span.hpp:288:9: error: cannot use 'throw' with exceptions disabled
        MILVerifyIsTrue(index < Size(), std::range_error, "index out of bounds");
```

The Google OSS libraries we use only officially support iOS 15+.
2024-06-04 10:15:20 -07:00
Edward Chen
535e9d7114
Update package_release_tasks.py (#20835)
1. Move azcopy environment variables out of script and into an Azure DevOps variable group. Move towards consolidating the managed identity client ID definition in one place.
2. Disable azcopy overwrite. We don't want to accidentally change the files for a released package.
2024-05-28 17:50:25 -07:00
Edward Chen
90d49ccb9a
Allow path pattern to be specified in package_release_tasks.py. (#20650)
Do more in the Python helper script so the Bash code in the release definition can be simplified.
2024-05-13 09:16:04 -07:00
Edward Chen
a0db2187ee
Update CocoaPods package release script. (#20608)
- Update method for uploading to Azure storage to use managed identity.
- Allow helper script tasks to be split across different calls.
- Rewrite helper script in Python.

Motivation:
Recently the Azure storage account configuration was changed and now the old way of uploading to it no longer works.
2024-05-08 16:17:26 -07:00
Scott McKay
8d09baf49f
Clarify when protobuf dependency builds protoc (#20542)
### Description
<!-- Describe your changes. -->
Currently figuring out if the protobuf dependency is building protoc it
is a little obtuse and inconsistent
* in some places we directly set protobuf_BUILD_PROTOC_BINARIES to OFF
to indicate the protobuf dependency is not building protoc
  * e.g. macOS/iOS/visionOS builds
* for a user provided protoc path we don't set
protobuf_BUILD_PROTOC_BINARIES, and inside protobuf_function.cmake that
determines if `protobuf::protoc` is added as a dependency or not
*
0dda8b0c44/cmake/external/protobuf_function.cmake (L40-L45)

To be more consistent/explicit, set protobuf_BUILD_PROTOC_BINARIES to
OFF when ONNX_CUSTOM_PROTOC_EXECUTABLE set and valid.

Remove outdated script that built and external protoc binary which was
used in later builds. The build setup will fetch a pre-built protoc so
there's no need for this additional build.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Make it easier to figure out if protoc is coming from the protobuf
dependency.
2024-05-08 08:30:11 +10:00
Scott McKay
f9febc4f35
Remove usage of 'required reason' iOS API from protobuf (#20529)
### Description
<!-- Describe your changes. -->

Using certain APIs is about to require a [privacy
manifest](https://developer.apple.com/documentation/bundleresources/privacy_manifest_files/describing_use_of_required_reason_api)
to be added to a package.

Our version of protobuf uses `mach_absolute_time`. Patch as per
https://github.com/protocolbuffers/protobuf/pull/15662/ to remove usage.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Usage of API will require a privacy manifest for an iOS app to be
accepted as of 5/1/2024
#20519
2024-05-02 08:21:08 +10:00
Scott McKay
aa27dadd1c
Use download.onnxruntime.ai in podspec (#20474)
### Description
<!-- Describe your changes. -->
Update to more generic url


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
2024-04-26 20:28:54 +10:00
Scott McKay
a46bab6364
Update podspec url to use AFD hostname (#20452)
Update to use AFD url when generating podspec
2024-04-24 09:37:24 -07:00
Rachel Guo
14fcf0a52d
Support visionos build (#20365)
### Description
<!-- Describe your changes. -->

This PR supports a build of onnxruntime.xcframework for xros/xrsimulator
for visionos via the build command of

`python3 tools/ci_build/github/apple/build_apple_framework.py --config
Release/Debug
tools/ci_build/github/apple/default_vision_os_framework_build_settings.json`.

For officially include visionos in ios cocoapods package and testing in
CI, would require separate work for upgrading the Xcode version &
upgrade macOS CI agent to macos-13-arm64 or higher.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

visionos support:
https://github.com/microsoft/onnxruntime/discussions/19313

---------

Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
2024-04-23 18:15:07 -07:00
Rachel Guo
6b305f95e0
Support xcframework for mac catalyst builds. (#19534)
### Description
<!-- Describe your changes. -->



### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

MAUI on macOS uses mac-catalyst which requires a different native
binary.

---------

Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: Scott McKay <skottmckay@gmail.com>
2024-03-20 10:55:19 -07:00
Justin Chu
faea42af95
Bump ruff to 0.3.2 and black to 24 (#19878)
### Motivation and Context

Routing updates
2024-03-13 10:00:32 -07:00
Edward Chen
860eb762c2
[Apple framework] Fix minimal build with training enabled. (#19858)
Fix some linker errors that come up when integrating the onnxruntime-training-c pod into another Xcode project. The problematic configuration is a minimal build with training APIs enabled.
- training_op_defs.o had some unresolved references to ONNX functions. It should not be included at all in a minimal build.
- tree_ensemble_helper.o also had unresolved references to ONNX ParseData. The containing function is unused in a minimal build.

Added a test to cover this configuration.
2024-03-12 11:33:30 -07:00
Scott McKay
8bd943be39
Retry flaky XCode iOS UI tests if we get a known error (#19639)
### Description
<!-- Describe your changes. -->
Xcode UI tests seem to be flaky:
https://github.com/orgs/community/discussions/68807
Add a couple of retries if we get a "Timed out while loading
Accessibility." error which is transient.


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
2024-02-27 09:31:32 +10:00
Edward Chen
df5c6718bd
Remove iOS simulator max runtime version limit. (#19396) 2024-02-06 14:54:06 -08:00
Rachel Guo
3e17ca3dab
Fix iOS artifacts issue in Microsoft.ML.OnnxRuntime Nuget Package (#19311)
### Description
<!-- Describe your changes. -->

Updates to only include ios archs framework in artifacts included in
Nuget Package.


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

Related issue:
https://github.com/microsoft/onnxruntime/issues/19295#issuecomment-1914143256

---------

Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
2024-01-30 08:44:20 -08:00
Rachel Guo
f3fa045681
Enable MacOS build in ORT Objc Pod (#18786)
### Description
<!-- Describe your changes. -->

Add macos build for objc pod. 


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

Follow up pr for #18550

---------

Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
2023-12-13 13:50:42 -08:00
Rachel Guo
288b80d363
Add MacOS build to ORT C Pod (#18550)
### Description
<!-- Describe your changes. -->

As title.

1. Add macos build as an optionally enabled arch for pod and changes to
exsiting build_ios_framework/assemble_c_pod scripts.
2. Enable macos build arch in ios packaging pipeline (currently for
variants other than Mobile) and check the output artifacts are correct.
3. Write MacOS Test Target scheme in the test app and integrate into ios
packaging CI testing pipeline.
Currently the changes only apply to onnxruntime-c pod. as the original
request was from ORT SPM which consumes the onnxruntime-c pod only as
the binary target. TODO: could look into adding macos platform to objc
pod as well.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Enable macos platform support in cocoapods. and also potentially produce
binary target for enabling macos platform in SPM as well.

Replace https://github.com/microsoft/onnxruntime/pull/18334

---------

Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
2023-11-28 10:11:53 -08:00
Rachel Guo
62f00ad8e7
[CoreML] Add Softmax and Split op support (#18358)
### Description
<!-- Describe your changes. -->

As title.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

Added for yolov8 model missing operator support.
https://github.com/microsoft/onnxruntime/issues/17654

Now the model support info looks like:
 
_CoreMLExecutionProvider::GetCapability, number of partitions supported
by CoreML: 3 number of nodes in the graph: 233 number of nodes supported
by CoreML: 230_

(only missing 3 concat op support due to input 3d shape is not currently
support in CoreML EP Concat).

---------

Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
2023-11-23 14:26:57 -08:00
Edward Chen
d6cd41cfc1
[CoreML EP] Add Shape, Gather, and Slice ops (#17153)
Add CoreML EP shape related ops:
- Shape
- Gather
- Slice

Add support for int64/int32 inputs in CoreML EP.
2023-08-18 22:34:34 -07:00